Archive for Astros

Anthony Rendon and Alex Bregman Are the Same, and Also Different

If you watch enough baseball, players start to blend together in your brain. You know what I’m talking about — Corey Seager is injury-prone Carlos Correa. Ozzie Albies is caffeinated Jose Altuve (no small feat, since Altuve is a Five Hour Energy spokesperson). Newly minted $100 million man Alex Bregman is Anthony Rendon with good hair. The Bregman/Rendon comparison occurred to me even before I saw Bregman play. A highly-drafted college third baseman with an excellent all-around game? More power than you’d think despite a swing that seems designed to put the ball in play? Probably a little better at baserunning than you’d expect, even if he isn’t a burner? Yeah, that pretty much covers both guys.

Nothing Bregman has done since reaching the majors has changed this early comparison in my mind. Between 2017 (Bregman’s first full year in the bigs) and 2018, he’s recorded a 141 wRC+ to Rendon’s 140. Bregman has walked 11.3% of the time, Rendon 11.6%. Bregman has struck out 13.7% of the time to Rendon’s 13.6%. Bregman has a .219 ISO; Rendon’s is .230. Bregman has 50 home runs; Rendon has 49.

You get the general idea — both players have been incredible, and both have done it in really similar ways. Rendon has been worth 13 WAR over the past two years, second-best among third basemen. Bregman has been worth 11.1 WAR, good for fourth. Here’s another thing they have in common — they were both among the most extreme swing-rate changers from 2017 to 2018. Plot twist, though! It was in opposite directions. Bregman decreased his swing rate by the third-most among qualified hitters, while Rendon increased his by the second-most. Yes, we’ve finally found a place where Anthony Rendon and Alex Bregman are different — extremely different.

For Alex Bregman, 2017 must have been a mix of satisfaction and frustration. His 217 PA in 2016 exhausted his rookie eligibility, and while he held his own in his first big league action (114 wRC+), he looked very much like someone struggling to adjust to big league pitching. He struck out in 24% of his plate appearances, light years higher than his 10% career minor league rate (and 7.5% college rate). His swinging strike rate was 11.8%, meaningfully above league average. In short, he didn’t look like the hitter scouts expected him to be. Read the rest of this entry »


Justin Verlander Extends into Record Territory

Where Chris Sale’s extension provides a long-awaited windfall for a pitcher who has been significantly underpaid for years, Justin Verlander’s puts him back near the top of the pay scale. The 36-year-old Astros righty, who could have become a free agent after this season, has agreed to a two-year, $66 million extension that will take him through the 2021 season. The deal’s $33 million average annual value surpasses that of every pitcher but Zack Greinke, whose $34.417 million per year actually has an AAV of just $32.5 million for Competitive Balance Tax purposes.

Verlander is currently in the final guaranteed year of a seven-year, $180 million extension that was the largest ever for a pitcher at the time it was signed with the Tigers in March 2013. That deal surpassed the seven-year, $175 million pact of Felix Hernandez, and trailed only Roger Clemens’ one-year, $28,000,022 million contract for 2007 in terms of AAV. Clayton Kershaw, Max Scherzer, David Price, and Greinke have since surpassed both the size of Verlander’s old deal and the AAV of Clemens.

What’s keeping Verlander near the top of the pay scale, of course, is performance. Thanks in part to an increase in slider usage and an accompanying decrease in the pitch’s velocity — producing a larger separation from a fastball that still averages 95.4 mph according to Pitch Info — he’s pitching about as well as he has at any point in his 14-year major league career. In 2018, his 214 innings, 290 strikeouts, 34.8% strikeout rate, 30.4% K-BB%, and 6.7 WAR all led the American League, while both his 2.52 ERA and 2.78 FIP ranked third. His strikeout total set a career high and marked the fifth time he’s led the league, while his strikeout and walk rates (4.4% for the latter), their differential, and his FIP were all career bests. His ERA was his lowest mark since 2011, when he won both his lone Cy Young award and the AL MVP, and his WAR was his highest mark since 2012. For the second time in three years, and the third time in his career, he finished as the runner-up in the Cy Young race.

Over that 2016-18 span, a period that represents a rebound from a two-year dip that suggested his time as an ace had passed, Verlander led the majors in starts (101) while ranking second in innings (647.1), third in strikeouts (763), fourth in WAR (16.3), and fifth in K-BB% (23.1%). His surge has pushed him past the 200-win mark and towards the 3,000 strikeout milestone (he’s at 2,706) while strongly advancing his Hall of Fame case (he could surpass 2019 honoree Roy Halladay in the JAWS rankings this year). His return to ace form helped the Astros win their first World Series in 2017 — Verlander pitched to a 2.21 ERA in five starts and one relief appearance that fall, winning ALCS MVP honors — and set a regular season wins record (103) in 2018 while advancing to the ALCS.

With the Astros geared to contend for another championship, it’s no wonder that they want to keep the pitcher, whose August 31, 2017 arrival from the Tigers helped put them over the top, around for even longer, and it’s no wonder he wants to stay. “I wasn’t scared of free agency or what’s going on. I just thought this was a good situation,” Verlander said on Sunday. “If it ain’t broke, don’t fix it.”

The Astros aren’t broke or broken, but nonetheless, Verlander’s wording is striking, because in February, while the free agencies of Bryce Harper and Manny Machado appeared to be stalled, and so many other players were unsigned, he was openly critical of the current state of affairs, calling the system “broken.”

Verlander isn’t the only star who has expressed concern about the state of free agency this winter on Twitter. Jake Arrieta (here), Sean Doolittle (here), and Evan Longoria (here) come to mind as well, and many more have made their feelings known through reporters when it comes to the inefficiencies in the game’s economic structure. One can read Verlander’s decision to re-sign with the Astros as wariness of entering the free agent market, but as with Sale re-upping in Boston, it’s not hard to imagine either player looking at their current surroundings, seeing a perennial contender awash in resources, and deciding that they were in no hurry to depart, particularly while being well-compensated for staying.

For the players’ union, the decisions of Verlander, Sale, Nolan Arenado, Paul Goldschmidt, and Mike Trout to sign extensions with their current teams means fewer stars are available to raise the bar salary-wise in free agency since no other team is bidding directly on those players’ services. But this isn’t exactly new. According to Cot’s Contracts, 15 of the 30 largest contracts of all time (unadjusted for inflation) were signed as extensions, and the same is true for 15 of the top 29 (or 16 of the top 33, since four players are tied for 30th) in terms of AAV, with the aforementioned players near the top of at least one of the two lists. Adjusted for inflation (by Craig Edwards’ methodology), it’s 10 of the top 25 for the former.

For teams in search of that missing piece in free agency, the thinner inventory means a lower likelihood of wild spending, and could lead to changes in roster management strategies. Hypothetically speaking, if the Astros entertained thoughts of pursuing Sale — a dominant pitcher six years younger than Verlander — after this season, their desire to extend Verlander might be higher once the apple of their eye is off the market. In that light, will be interesting to see, for example, how the Yankees treat Aaron Judge (whom they’re said to want to extend) now that they know they won’t have a shot at Trout.

As it is, the free agent market after this season could still include Verlander’s teammate, Gerrit Cole; while he’s an extension candidate, recent talks between the Astros and his agent, Scott Boras, reportedly didn’t get far. Madison Bumgarner, Rick Porcello, Hyun-Jin Ryu, Zack Wheeler head the pitchers’ list, with Jake Arrieta, Yu Darvish, and Stephen Strasburg all holding opt-outs, and pitchers such as Chris Archer, Corey Kluber, and Jose Quintana having club options.

That actually looks like a deeper market than this winter, where Partrick Corbin, the still-unsigned Dallas Keuchel, Nathan Eovaldi, and Charlie Morton were the top starters on our Top 50 Free Agents List. But if, in theory, a lesser inventory isn’t just a cyclical development, well, it’s difficult to imagine too many fans bemoaning the decline of free agency as we know it, given the tendency of beloved homegrown players to depart for bigger-spending teams. Then again, one can only hear so many Twins fans complain about the salary of Joe Mauer or Reds fans about that of Joey Votto before wishing that those two stars had gotten their chances for even bigger paydays from the likes of the Yankees, Red Sox, Dodgers, or Cubs. Of course, the real issue is the expectation and tendency of teams to pay free agents for what they’ve already accomplished, rather than what they will accomplish; the players’ need to cash in given their vast underpayment (relatively speaking) in their pre-free agency years. Getting back to Verlander’s point, that’s quite clearly a system in need of a fix.

As for Verlander, the $66 million isn’t unreasonable as far as paying for what he might yet accomplish. He’s projected to produce 5.2 WAR this year according to our depth charts projections, and if we simply presume a half-win annual drop-off from there, and apply the conservative assumptions about the market ($8 million per win for this winter, with 3% inflation) that I’ve used in examining other extensions, that’s already an estimate of $74.4 million worth of production via 8.9 WAR. The break-even point under those conditions is about 8.0 WAR, and less if the dollars per win rate is higher. This isn’t that complicated.

For the Astros, retaining Verlander means guaranteeing the presence of at least one front-of-rotation type beyond this season, important given Cole’s pending free agency. The current unit is rounded out by Collin McHugh, Wade Miley, and Brad Peacock, all solid but unimposing, with prospects Forrest Whitley (number four on our Top 100 Prospects list), Joshua James (number 98) and Framber Valdez waiting in the wings, and Lance McCullers Jr. out for the year due to Tommy John surgery. Even with Verlander in the fold, that’s a lot of uncertainty heading into 2020. Meanwhile, Keuchel, a mainstay of the Astros’ rotation from 2012-18, remains a free agent.

So the Astros will have more to sort out regarding their rotation even having taken care of business with Verlander. Nonetheless, they’ve locked up one of the best in the game at a price that he should be pleased with.


Astros Pay Alex Bregman Now To Avoid Paying Him Later

Coming on the heels of Mike Trout’s humongous contract extension, news broke that Alex Bregman and the Astros had agreed to an extension of their own worth $100 million, with Mark Berman first to report the deal. While the Trout contract is the biggest of all time, the Bregman deal is not without intrigue. Bregman, who was still a full year away from arbitration, is the first star-level player to sign a pre-arb contract extension in nearly five years. The last player at or above Bregman’s level of production to sign a contract like this was Trout, who signed his six-year, $144.5 million contract back in 2014.

Since 2014, the number of contract extensions buying out free agent years has decreased. When Luis Severino signed his deal earlier this offseason, Jeff Sullivan ran the numbers on the quantity of extensions by offseason, providing this graph.

In the five years leading up to the 2014 season, there were about 25 or so extensions per season, and in the five years since, the numbers have dropped in half. Since Severino signed, we have had Jose Leclerc, and now Alex Bregman, but those extension figures aren’t going up a ton this year. It isn’t just that the number of extensions have gone down; the quality of players signing those extensions has declined as well. We saw Trout’s big deal ahead of the 2014 season; the year before, Buster Posey, who was Super-2 arbitration eligible, signed an even bigger contract covering more seasons. It was Andrew McCutchen the year before Posey. Matt Carpenter and Jason Kipnis, who were several years older than Bregman but also coming off very good years, signed six-year deals with options guaranteeing themselves around $50 million each. Read the rest of this entry »


Houston Rewards Pressly’s Liftoff with Two-Year Deal

It wasn’t the biggest extension announced yesterday — it wasn’t even the biggest Astros extension announced yesterday — but Ryan Pressly’s two-year, $17.5 million deal with Houston, which was first reported by Chandler Rome, was a big deal for Pressly, a big deal for Houston, and a big deal for relievers. The deal will pay Pressly $2.9 million in 2019, his final arbitration year, then $8.75 million in each of 2020 and 2021. There’s a vesting club option for 2021, as well. It’s believed to be the biggest extension ever signed by a reliever not expected to close games for his team (that’s still Roberto Osuna’s job, at least for the time being) and is a tremendous accomplishment for a player who had a 4.70 ERA (with a 4.36 FIP) as recently as 2017.

But of course that 2017 performance isn’t what the Astros are paying for. They’re paying for what he did in Houston last August and September (which is strike out 32 men and walk just three in 23.1 innings pitched) and what they think he can do for them going forward (which is presumably more of the same). Héctor Rondón, Joe Smith, Collin McHugh, and Will Harris are all expected to become free agents at the conclusion of the 2019 season, and locking Pressly up now means the Astros will have one less thing to worry about next winter. For Pressly, this deal gives him the job security that has absolutely never been a guarantee in the years since he signed with the Red Sox as an 11th-round pick back in 2007.

The conventional wisdom is that relievers are inherently volatile — with a few, Mariano Rivera-shaped exceptions — and so giving them multi-year contracts is the kind of thing you only do when you’re competing for their services on the open market. You certainly wouldn’t expect to see a forward-thinking team like the Astros locking up a reliever with such a short track record of success — during his time in Minnesota at the beginning of 2018, Pressly had a 3.40 ERA and a 2.95 FIP — for two additional years when they’re competing against nobody but themselves. Read the rest of this entry »


Effectively Wild Episode 1350: Season Preview Series: Astros and Tigers

EWFI
Ben Lindbergh and Sam Miller banter at length about Mike Trout’s extension, why he may have wanted to stay with the Angels, what makes him different from other players, and why he’s underpaid despite his record contract, then preview the 2019 Houston Astros (44:38) with The Athletic’s Astros beat writer Jake Kaplan, and the 2019 Detroit Tigers (1:15:05) with Detroit Free Press Tigers beat writer Anthony Fenech.

Audio intro: Heatmiser, "Why Did I Decide to Stay?"
Audio interstitial 1: Neil Finn, "Astro"
Audio interstitial 2: John Doe and The Sadies, "Country Club"
Audio outro: Flamin’ Groovies, "The First One’s Free"

Link to Ben’s Trout extension article
Link to Sam’s Trout extension article
Link to Sam’s article about Trout on every team
Link to story about MLB considering raising minor-league salaries
Link to Banished To The Pen’s team preview posts
Link to preorder The MVP Machine

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Top 39 Prospects: Houston Astros

Below is an analysis of the prospects in the farm system of the Houston Astros. Scouting reports are compiled with information provided by industry sources as well as from our own (both Eric Longenhagen’s and Kiley McDaniel’s) observations. For more information on the 20-80 scouting scale by which all of our prospect content is governed you can click here. For further explanation of the merits and drawbacks of Future Value, read this.

All of the numbered prospects here also appear on The Board, a new feature at the site that offers sortable scouting information for every organization. That can be found here.

Astros Top Prospects
Rk Name Age Highest Level Position ETA FV
1 Forrest Whitley 21.5 AA RHP 2019 65
2 Kyle Tucker 22.2 MLB RF 2019 60
3 Corbin Martin 23.2 AA RHP 2019 50
4 J.B. Bukauskas 22.4 AA RHP 2019 50
5 Joshua James 26.0 MLB RHP 2019 50
6 Cionel Perez 22.9 MLB LHP 2019 50
7 Yordan Alvarez 21.7 AAA DH 2020 50
8 Freudis Nova 19.2 R SS 2022 45
9 Bryan Abreu 21.9 A RHP 2020 45
10 Brandon Bielak 22.9 AA RHP 2020 45
11 Luis Santana 19.6 R 2B 2022 40+
12 Rogelio Armenteros 24.7 AAA RHP 2019 40+
13 Jairo Solis 19.2 A RHP 2022 40+
14 Tyler Ivey 22.8 A+ RHP 2020 40+
15 Ronnie Dawson 23.8 AA CF 2020 40+
16 Manny Ramirez 19.3 A- RHP 2023 40
17 Myles Straw 24.4 MLB CF 2019 40
18 Seth Beer 22.5 A+ DH 2021 40
19 Abraham Toro-Hernandez 22.2 AA 3B 2021 40
20 Peter Solomon 22.6 A+ RHP 2020 40
21 Brandon Bailey 24.4 AA RHP 2019 40
22 Framber Valdez 25.3 MLB LHP 2019 40
23 Alex McKenna 21.5 A CF 2022 40
24 Jonathan Arauz 20.6 A+ 2B 2021 40
25 Garrett Stubbs 25.8 AAA C 2019 40
26 Cristian Javier 22.0 A+ RHP 2020 40
27 Jayson Schroeder 19.3 R RHP 2023 40
28 Enoli Paredes 23.5 A+ RHP 2020 40
29 Joe Perez 19.6 R 3B 2022 35+
30 J.J. Matijevic 23.3 A+ 1B 2021 35+
31 Carlos Sanabria 22.1 A+ RHP 2020 35+
32 Ross Adolph 22.2 A- CF 2022 35+
33 Deury Carrasco 19.5 A- SS 2023 35+
34 Jeremy Pena 21.5 A- SS 2022 35+
35 Osvaldo Duarte 23.2 A+ SS 2020 35+
36 Reymin Guduan 27.0 MLB LHP 2019 35+
37 Dean Deetz 25.3 MLB RHP 2019 35+
38 Angel Macuare 19.0 R RHP 2022 35+
39 Kit Scheetz 24.8 AA LHP 2019 35+
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65 FV Prospects

Drafted: 1st Round, 2016 from Alamo Heights HS (TX) (HOU)
Age 21.5 Height 6′ 7″ Weight 225 Bat / Thr R / R FV 65
Tool Grades (Present/Future)
Fastball Slider Curveball Changeup Cutter Command Sits/Tops
70/70 60/65 60/60 60/70 50/55 40/50 93-99 / 100

Whitley was listed at 235 pounds on the 2015 Area Code Games roster but was tipping the scales at 260 not long before that. At that event, he was sitting in the 90-92 range with feel for locating a solid-average curveball. He looked like a mature-bodied pitchability prospect whose stuff might be done improving. During that fall and winter, though, Whitley began to reshape his physique. He dropped about 50 pounds and came out the following spring with much better stuff, his fastball creeping into the 93-95 range and touching 97.

Whitley and his stuff have continued to improve, though he had a somewhat chaotic 2018. He missed the season’s first 50 games due to a suspension for the use of an unknown stimulant, then had his season debut pushed back due to a lat strain. He finally toed the rubber at Double-A Corpus Christi in June and made five four-inning starts before he was removed in the first inning of his sixth outing and placed on the IL with an oblique strain. He missed a little over a month, then made two more starts in August before feeling lat discomfort warming up for what would have been a third. He was shut down as a precaution and sent to the Arizona Fall League to pick up innings.

His stuff was wholly intact in Arizona, as Whitley sat 93-97 and touched 99. His apparitional changeup haunts both left and right-handed hitters, disappearing beneath barrels as it approaches the plate. Whitley’s array of breaking stuff is well-designed. His power 12-6 curveball honors his Texas heritage but has been de-emphasized as an out pitch in deference to his tilting, mid-80s slider. He has the best collection of stuff in the minor leagues, and might have been in the big leagues last year if not for various setbacks. He may be on somewhat of an innings limit this year because he didn’t pitch all that much in 2018, but barring that, we expect he’ll help the Astros cause at some point in 2019.

60 FV Prospects

Drafted: 1st Round, 2015 from Plant HS (FL) (HOU)
Age 22.2 Height 6′ 4″ Weight 200 Bat / Thr L / R FV 60
Tool Grades (Present/Future)
Hit Raw Power Game Power Run Fielding Throw
50/60 60/60 50/60 40/40 40/50 55/55

A very divisive amateur prospect, some scouts were put off by Tucker’s unique swing, while it reminded others of Ted Williams’. The Astros have parlayed his natural bat control into more power. Tucker has gotten stronger and more physically mature, his lower half is better incorporated into his swing than it was in high school, and in 2017, he began lifting the ball more as his ground ball rate dropped from 42% to 34%. With that additional lift has come in-game power and Tucker has slugged well over .500 during each of the last two seasons, and hit about 25 homers during each campaign. He had a horrendous 28-game big league debut but his long track record of hitting suggests that should be heavily discounted.

Though Tucker spent much of his minor league career in center field, he’s a below average runner who is ticketed for an outfield corner, probably in right. He’s an opportunistic base stealer but almost all of his value is tied to his bat, and we think he eventually ends up as a middle of the order bat with a dynamic hit/power combination.

There are still detractors who don’t like Tucker’s motor, or his swing, but on the low end he projects somewhere in the Max Kepler/Nomar Mazara area, and that still plays everyday.

50 FV Prospects

3. Corbin Martin, RHP
Drafted: 2nd Round, 2017 from Texas A&M (HOU)
Age 23.2 Height 6′ 2″ Weight 200 Bat / Thr R / R FV 50
Tool Grades (Present/Future)
Fastball Slider Changeup Command Sits/Tops
55/55 55/60 45/55 40/50 93-95 / 96

Martin was a solid two-way performer in high school who hadn’t quite grown into his frame yet when he got to Texas A&M. By the summer after his sophomore year, Martin was flashing three TrackMan-friendly plus pitches and starter traits in the Cape Cod League, but he only started 16 games in College Station due to a deep veteran staff and his own inconsistency. The Astros popped him in the second round in 2017, hoping to tease out the guy they saw on the Cape and in the last 18 months, they’ve done just that.

Martin sits in the mid-90s, mixes in a plus slider, with an above average changeup and average command. He still doesn’t post the strikeout rates that you’d assume from a possible No. 2 or 3 starter in the Astros farm system, which annually leads the minors in strikeouts in part because they know how to coach pitchers to make the most of their stuff. Sources with knowledge in this area indicate that Martin should see more K’s in 2019 if he can make a couple subtle adjustments to how he uses his pitches and fully unlock his potential, which could lead to a big league look at the end of 2019 if the vaunted Astros pitching staff has an open spot.

Drafted: 1st Round, 2017 from North Carolina (HOU)
Age 22.4 Height 6′ 0″ Weight 196 Bat / Thr R / R FV 50
Tool Grades (Present/Future)
Fastball Slider Changeup Cutter Command Sits/Tops
60/60 60/70 55/60 55/55 45/50 92-97 / 98

Bukauskas took time off from pitching and got in the weight room as a high school underclassman, and emerged the following spring with four or five more ticks on his fastball. He then reclassified and was suddenly on track to graduate and be draft eligible a year early, meaning every decision-making amateur evaluator in the country had to get in quickly to see a pitcher who had all this new velocity but with whom scouts had very little history. Then Bukauskas asked not to be drafted (he was, late, and didn’t sign) so he could go to North Carolina. After a middling freshman year, he was dominant as a sophomore and in the early part of his junior year before his stuff was depressed during North Carolina’s postseason games. It inflamed perviously held concerns that durability issues resulting from his size and a violent delivery might push Bukauskas to the bullpen.

After parts of two pro seasons, we still don’t have great feel for how Bukauskas will hold up under a pro workload. He hasn’t had any arm issues, but missed two months due to a slipped disk in his thoracic spine, an injury he suffered in a car accident. Bukauskas was electric when he returned and became increasingly dominant towards the end of the summer before his stuff was seen by the entire industry in the Arizona Fall League.

He’ll flash 70-grade changeups and sliders on occasion, bump 98, and has added a cutter. His stuff would lose some zip late in Fall League outings, and he may be more of a 120-inning starter than true workhorse, which would cap his value at around 2.5 annual WAR.

5. Joshua James, RHP
Drafted: 34th Round, 2014 from Western Oklahoma JC (HOU)
Age 26.0 Height 6′ 3″ Weight 205 Bat / Thr R / R FV 50
Tool Grades (Present/Future)
Fastball Slider Changeup Command Sits/Tops
70/70 55/55 55/55 40/45 94-99 / 102

James’ fastball velocity has climbed each of the last three years and is now in the upper-90s. He struck out 171 hitters in 114 innings at Triple-A Fresno in 2018 before the Astros brought him to the big leagues for six appearances (some out of the bullpen, some as a starter), and he struck out more than a batter per inning there, as well. He was slated to compete for a spot in Houston’s rotation during the spring but was sidelined with a quad strain, and may begin the regular season rehabbing or in a lesser role due to the late start.

James’ secondaries can sometimes be easy to identify out of his hand, but purely based on movement, they’re both plus. His command may limit him to a relief role, or at least a starting role that carries fewer innings than is typical, but he has high-leverage big league stuff, and was perhaps 2018’s biggest prospect surprise.

6. Cionel Perez, LHP
Signed: July 2nd Period, 2016 from Cuba (HOU)
Age 22.9 Height 5′ 11″ Weight 170 Bat / Thr L / L FV 50
Tool Grades (Present/Future)
Fastball Slider Curveball Changeup Command Sits/Tops
55/60 55/60 55/60 40/45 40/45 92-96 / 98

The Astros initially agreed to sign Perez for $5 million but found something they didn’t like during a physical, voided his deal, then renegotiated his bonus down to $2 million. Perez has traversed the minors injury-free and reached Houston last year in just his second pro season in the U.S. All of Perez’s pitches have great action on them, including the changeup, which Perez just doesn’t have feel for locating yet. For now, he relies heavily on mid-90s heat and two good breaking balls, the best of which is a hard, upper-80s slider.

He had weird usage patterns last year and it’s not clear if Houston is developing him as a true starter or not, though lots of scouts see his skinny build and project him to the bullpen. He has multi-inning stuff if that move occurs.

Signed: July 2nd Period, 2015 from Cuba (LAD)
Age 21.7 Height 6′ 5″ Weight 225 Bat / Thr L / L FV 50
Tool Grades (Present/Future)
Hit Raw Power Game Power Run Fielding Throw
45/55 65/65 30/55 45/40 30/40 45/45

The Dodgers signed Alvarez for $2 million just before the clock struck midnight on the 2015-2016 International Free Agent signing period, then traded him to Houston for Josh Fields a few weeks later, before Alvarez had even played a pro game. Houston took things slow for the first year 10 months, and left Alvarez in the DSL in 2016 and in Extended Spring Training to start 2017, but he has moved very quickly since then, climbing to a new minor league level every half season. And he has performed. Alvarez is a career .301/.381/.507 hitter in the minors, has always been young relative to his level, and reached Triple-A last year shortly after he turned 21. He has big, all-fields raw power, and balls he mis-hits will often still find their way to the warning track. While Alvarez has good natural timing in the box and isn’t often fooled by breaking stuff, he does have limited bat control and we anticipate his batting averages will be lower in majors than they have been thus far.

Athletic for his size, Alvarez has mostly played left field as a pro and he’s a 40 runner underway, but he appeared to stiffen last year and most teams have him projected to first base or DH. That will limit his overall value and makes his lack of bat control a little scary, but we still think Alvarez will become an average regular, and possibly get an opportunity quite soon.

45 FV Prospects

8. Freudis Nova, SS
Signed: July 2nd Period, 2016 from Dominican Republic (HOU)
Age 19.2 Height 6′ 1″ Weight 180 Bat / Thr R / R FV 45
Tool Grades (Present/Future)
Hit Raw Power Game Power Run Fielding Throw
25/60 50/60 35/55 60/50 40/45 55/55

The Marlins backed out of a $2.5 million agreement with Nova after he tested positive for PEDs as an amateur. He eventually came to a $1.5 million deal with Houston, which was reduced to $1.2 million after his physical. While there’s creeping doubt about his ability to stay at shortstop — some scouts have gone so far as to say he appears wholly disinterested in defense — there’s confidence in Nova doing well-rounded damage on offense. He’s an athletic swinger with plus bat speed and bat control, and is especially adept at impacting pitches in the bottom of the strike zone.

For now, Nova’s approach is rather hedonistic, and he’s talented enough to make that work, at least for a while. Though this feature adds some approach-related risk to his profile, there’s huge ceiling if Nova remedies his defensive shortcomings and becomes more selective, and it’s probably a strong everyday role if just one of those things happens.

9. Bryan Abreu, RHP
Signed: July 2nd Period, 2013 from Dominican Republic (HOU)
Age 21.9 Height 6′ 1″ Weight 175 Bat / Thr R / R FV 45
Tool Grades (Present/Future)
Fastball Slider Curveball Changeup Command Sits/Tops
55/55 55/60 60/60 40/45 40/45 93-96 / 97

The origin of Abreu’s superficially surprising 40-man add was the glacial pace at which the Astros moved him through the system during his first several seasons. He spent four years at various levels of rookie ball and barely pitched, only throwing about 40 affiliated innings per year on average. The 38 innings he threw at Low-A to round out 2018 were dominant, as Abreu recorded 68 strikeouts, most of which were accrued with either of his two excellent breaking balls, which he has better feel for locating than he does his mid-90s fastball.

There’s considerable industry doubt regarding Abreu’s ability to start, the result of several factors. The lack of total innings creates reasonable doubt about him handling a 140-plus inning workload, and the lack of fastball command, along with Abreu’s mediocre changeup, are also cited as pitfalls. As long as Abreu’s breaking ball command refines though, he may have the tools to attack lefties and get ahead of hitters even if these other components are sub-optimal. His 40-man addition makes it more likely that he spends the early part of his big league career in the bullpen, but he may be a dominant multi-inning piece and could evetually transition into the rotation. Despite some clear present issues, we’re betting heavily on the stuff here.

Drafted: 11th Round, 2017 from Notre Dame (HOU)
Age 22.9 Height 6′ 1″ Weight 210 Bat / Thr R / R FV 45
Tool Grades (Present/Future)
Fastball Slider Curveball Changeup Command Sits/Tops
50/50 50/55 55/60 45/50 45/55 91-94 / 96

Bielak was one of several talented Notre Dame pitchers who had an uneven college career during ’15-’17. Bielak’s control issues were quickly remedied in pro ball, and his pitch utility improved. He can pitch backwards and consistently locates both of his breaking balls to his glove side; Bielak often sets up one with the other. He checks an awful lot of boxes; there’s a starter’s repertoire depth and pitch quality, starter’s command, good raw spin, and he performed and reached Double-A in his first full year. We think he’s a No. 4 or 5 starter and could be ready in 2020.

40+ FV Prospects

11. Luis Santana, 2B
Signed: July 2nd Period, 2016 from Venezuela (NYM)
Age 19.6 Height 5′ 8″ Weight 175 Bat / Thr R / R FV 40+
Tool Grades (Present/Future)
Hit Raw Power Game Power Run Fielding Throw
25/60 40/45 20/40 50/50 40/50 50/50

The Astros acquired Santana from the Mets for J.D. Davis when Santana was coming off a domestic debut at advanced rookie-level Kingsport, where he hit .348/.446/.471 with more walks than strikeouts.

A curvaceous 5-foot-8, Santana crowds the plate so much that he’s practically straddling it, and his idiosyncratic, low-ball swing enables him to impact pitches that cross the plate beneath his chest as he leans over it. It’s weird, but it works, and Santana looks like he’s going to be a plus hitter who also has a discerning eye for the strike zone, and whose plate crowding gets him hit by pitches so often that it actually matters. He has been hit in 4% of his 611 career plate appearances, which is nearly twice the career rate of active big league HBP leader Shin-Soo Choo (132 HBP, 1.9%) who became the active leader when Chase Utley (204 HBP, 2.5%) retired.

Athletically, Santana fits at second and third base. His body is pretty maxed out and he’s not likely to grow into sizable raw power, but he runs well, has infield-worthy hands, and an average arm. The combination of his defensive profile and promising feel to hit make him a potential regular. The bat control may be obscuring poor pitch selection.

Signed: July 2nd Period, 2014 from Cuba (HOU)
Age 24.7 Height 6′ 1″ Weight 215 Bat / Thr R / R FV 40+
Tool Grades (Present/Future)
Fastball Slider Changeup Command Sits/Tops
45/45 45/50 60/60 50/55 87-90 / 92

Though it seems like Arementeros was more inclined to nibble with his fringy fastball in the hitter’s paradise of the PCL, he was still pretty successful and of interest to teams ahead of the trade deadline. His fastball plays because he hides the ball well, it has some life at the top of the zone, and he works it up around the hands of righties, causing significant discomfort. His command enables his milquetoast breaking ball to play, but his dastardly changeup, which Armenteros uses against hitters of both handedness, is clearly his best pitch. The deception may not play multiple times through a batting order if Armenteros ends up in a traditional starting role. Instead we think he fits best in a role like Chris Devenski, who has similar stuff.

13. Jairo Solis, RHP
Signed: July 2nd Period, 2016 from Venezuela (HOU)
Age 19.2 Height 6′ 2″ Weight 160 Bat / Thr R / R FV 40+
Tool Grades (Present/Future)
Fastball Curveball Changeup Command Sits/Tops
55/60 55/65 45/55 35/45 92-95 / 97

If not for a very unfortunately timed Tommy John — which will keep him out until 2020 — Solis would have been several spots higher on this list. Among the non-Top 100 types of arms in this system, he not only has one of the better chances of remaining a starter but also has the best stuff among those who do, led by a plus-flashing curveball that he has great feel for locating. Solis also has a great arm for a 19-year-old and may still throw harder as he matures, with his fastball already sitting in the viable low-to-mid 90s. There’s some changeup feel here, too, and teams think Solis has mid-rotation ceiling so long as his command continues to progress.

The Astros will need to make a Rule 5 protection 40-man decision on him after the 2020 season, a decision that will be made easier if Solis hits the ground running after rehab.

14. Tyler Ivey, RHP
Drafted: 3rd Round, 2017 from Grayson County JC (TX) (HOU)
Age 22.8 Height 6′ 4″ Weight 195 Bat / Thr R / R FV 40+
Tool Grades (Present/Future)
Fastball Slider Curveball Changeup Cutter Command Sits/Tops
50/55 45/50 60/60 45/50 40/45 45/50 90-94 / 96

The way Ivey’s jersey billows down from his long, skinny limbs throughout an eccentric, slowly-paced windup makes him look like a backup dancer in some kind of vampire musical. Despite the head whack that comes at the end, he’s able to throw strikes with his fastball and has a sufficiently deep repertoire for starting. He is the Astros’ type, possessing a fastball/curveball combination that plays well in sequence at the top and bottom of the strike zone. The rest of his stuff is just okay but enables Ivey to attack hitters in various ways, either by working his cutter in on the hands of lefties or by dipping his slider beneath the zone. He has a No. 4 or 5 starter’s mix or could end up a dynamic multi-inning reliever.

Drafted: 2nd Round, 2016 from Ohio State (HOU)
Age 23.8 Height 6′ 2″ Weight 225 Bat / Thr L / R FV 40+
Tool Grades (Present/Future)
Hit Raw Power Game Power Run Fielding Throw
40/45 55/55 45/50 55/55 45/50 55/55

A multi-sport high schooler, Dawson drew some Division I football interest from MAC teams like Bowling Green but transitioned to baseball full time after suffering a torn ACL late in his high school career. In every regard he became a contextually toolsy outfielder at Ohio State, possessing a power/speed blend that’s rare for prospects in college baseball, let alone the Big Ten.

While Dawson ran well for a hefty, 230 pound former linebacker/fullback, it was assumed that his size would prohibit long term play in center field and that his arm strength would limit him to left. He has worked doggedly to improve both those issues. Weighted ball work has helped improve his arm, and he’s now considerably leaner than he was in college. He’s also faster, and shags batting practice fly balls with intense focus. He’s willed himself to become viable in center field, which gives him a real shot at becoming an everyday player because Dawson has more raw juice than is typical for center fielders. More likely he’s the larger half of an outfield platoon or a strong fourth outfielder, but he has already surpassed developmental expectations and may continue to do so.

40 FV Prospects

16. Manny Ramirez, RHP
Signed: July 2nd Period, 2017 from Dominican Republic (HOU)
Age 19.3 Height 5′ 11″ Weight 170 Bat / Thr R / R FV 40
Tool Grades (Present/Future)
Fastball Curveball Changeup Command Sits/Tops
55/60 50/60 40/50 35/50 92-95 / 97

Ramirez wasn’t a hyped international prospect and it’s easy to see why. As a 5-foot-11, 170 pound righty, he would need to have electric stuff to be a real prospect, stuff he didn’t have when he signed for $50,000 in the 2017 class. This year, that stuff materialized with a mid-90s fastball and plus-flashing curveball, along with a changeup that shows average at times. The future scouting grades add up to a potential mid-rotation starter, but Ramirez is still just 19, with no full-season minor league experience, a frame that likely isn’t conducive to starter bulk innings, and a ways to go to even reach those projected future grades. With a realistic outcome of multi-inning power reliever, Ramirez joins a number of power arms the Astros have been developing at a greater than usual rate.

17. Myles Straw, CF
Drafted: 12th Round, 2015 from St. John’s River JC (FL) (HOU)
Age 24.4 Height 5′ 10″ Weight 180 Bat / Thr R / R FV 40
Tool Grades (Present/Future)
Hit Raw Power Game Power Run Fielding Throw
50/55 30/30 20/20 70/70 60/60 55/55

One of the more unusual players in the minors, Straw has long been considered a likely bench outfielder due to his complete lack of power, but his other tools may prove to be so strong that he finds his way into an everyday role for someone.

Straw has one of the lowest Pull% in pro baseball, as only 27% of balls he puts in play are to his pull side. His 70-grade speed plays like an 80 from home to first, as his swing has a natural jailbreak that gets him out of the box very quickly. He lead the minors with 70 stolen bases last year, his closing speed is very valuable in center field, and Straw is a tough out thanks to his feel for the strike zone and bat control. Players like this occasionally turn into Michael Bourn or Ender Inciarte and provide sizable everyday value. Straw’s skillset indicates this sort of future is a possibility, but not a likelihood, and chances are he’s either a low-end regular in center or good fourth outfielder.

18. Seth Beer, DH
Drafted: 1st Round, 2018 from Clemson (HOU)
Age 22.5 Height 6′ 3″ Weight 195 Bat / Thr L / R FV 40
Tool Grades (Present/Future)
Hit Raw Power Game Power Run Fielding Throw
35/40 70/70 40/55 20/20 30/40 45/45

Beer was on the scouting radar very early as a prep underclassman who was old for his year but had tools, performed, and was a decorated swimmer. Instead of reclassifying and enter the 2015 draft as an 18-year-old, Beer skipped his high school senior year completely and early-enrolled in January at Clemson. He wasn’t on the radar for the top couple rounds, so scouts weren’t sure he’d perform well, but Beer went on to have one of the best freshman years in college baseball history: .369/.535/.700 with 18 homers, 62 walks, and 27 strikeouts.

The pessimistic view is that Beer is a player with old skills that peaked that season, as his stats regressed a bit from historic to merely among the best. The optimistic view is that Beer has impact plus-plus raw power, a long track record of production and will fit as an everyday 1B/DH type. We’re a bit on the pessimistic side, as Beer is a 20 runner whose athleticism has backed up. He may only fit at DH now and we worried his swing was grooved enough that the hit tool may only be a 40, but with plenty of walks and power. The slippery slope to platoon DH is in sight, so we’d like to see some higher minors performance before we adjust our projections.

His pro debut was strong and he’ll likely spend this year at Hi- and/or Double-A at age 22, age-appropriate for prospects, which will show us where he is on the spectrum of expected performance from Dan Vogelbach to Nate Lowe, or maybe Rhys Hoskins at the very high end.

Drafted: 5th Round, 2016 from Seminole State JC (OK) (HOU)
Age 22.2 Height 6′ 1″ Weight 190 Bat / Thr S / R FV 40
Tool Grades (Present/Future)
Hit Raw Power Game Power Run Fielding Throw
40/45 50/50 40/50 50/50 45/50 70/70

Perhaps the most divisive prospect in this system, some clubs believe Toro has a chance to play third base everyday while others see a bench bat ceiling on a player who has yet to prove he can handle other positions. He’s a switch-hitter with feel for lifting the baseball from both sides of the plate, makes hard contact, and has plus-plus arm strength when he’s able to step into his throws. But Toro struggles to make throws from athletically challenging platforms, which leads some onlookers to question whether he’s actually a good fit there, and his one-note, pull-heavy approach to contact may be less successful in the big leagues than it has in the lower levels of the minors.

The median opinion has Toro pegged as a switch-hitting bench piece, but he’ll need to learn to play other positions before that can become a reality. Houston briefly tried him at catcher but that experiment ended quickly. The outfield corners are logical avenues to explore.

20. Peter Solomon, RHP
Drafted: 4th Round, 2017 from Notre Dame (HOU)
Age 22.6 Height 6′ 4″ Weight 200 Bat / Thr R / R FV 40
Tool Grades (Present/Future)
Fastball Slider Curveball Changeup Cutter Command Sits/Tops
55/55 50/50 55/55 40/45 40/45 40/45 92-94 / 96

Solomon’s stuff garnered sizable hype when he was in college but he was not a competent strike-thrower and ended up walking 77 hitters in 110 career innings. He has become more mechanically consistent as a pro and now has an improved chance of starting.

He has plus fastball rise, two good breaking balls, and a changeup and cutter in their nascent stages of development. Houston has had success turning college arms like this into good starting pitching prospects, and Solomon’s 2018 was a step in that direction. He has No. 4 or 5 starter stuff if the metamorphosis continues, and either his changeup or breaking ball command sharpen.

21. Brandon Bailey, RHP
Drafted: 6th Round, 2016 from Gonzaga (HOU)
Age 24.4 Height 5′ 10″ Weight 175 Bat / Thr R / R FV 40
Tool Grades (Present/Future)
Fastball Slider Curveball Changeup Cutter Command Sits/Tops
50/50 45/50 55/55 55/60 50/50 40/45 89-93 / 94

In a prospect pool increasingly full of TrackMan darlings, Bailey might be Grace Kelly. His fastball has premium life, his once-stigmatized stature helps create a flat approach angle that enables his fastball to play at the top of the strike zone, and it helps set up his knee-buckling, 12-6 curveball. His changeup will flash plus and he can vary his breaking ball shape with a slider and relatively new cutter to give hitters different looks. All of these components allow Bailey to strike out lots of batters without big velocity, but his approach to pitching is not conducive to efficient strike-throwing. This, combined with his size, has teams projecting him to the bullpen. He threw 122 strong, albeit walk-heavy, innings last year as an old-for-the-level Carolina Leaguer, often with extended rest. We tend to think he’ll end up in a multi-inning relief role, especially since the tricks that enable his fastball to play may have diminishing returns the second and third time through the order.

22. Framber Valdez, LHP
Signed: July 2nd Period, 2014 from Dominican Republic (HOU)
Age 25.3 Height 5′ 11″ Weight 180 Bat / Thr L / L FV 40
Tool Grades (Present/Future)
Fastball Curveball Command Sits/Tops
55/55 60/60 40/45 89-94 / 97

Though he may be used as a short term rotation patch, Valdez’s future is likely in the bullpen due to his repertoire depth. Both his two-seamer and curveball induce lots of groundballs (Valdez has a 58% career GB%) and the curve can miss bats when it’s properly set up by the four-seamer. But that’s the whole show and while Valdez has plus velo and nearly elite curveball spin, that may not play for four or five innings at a time. Instead he profiles as a good middle reliever. There are very few lefties on the Houston 40-man, so Valdez will likely play a sizable role on the big league club in 2019.

23. Alex McKenna, CF
Drafted: 4th Round, 2018 from Cal Poly (HOU)
Age 21.5 Height 6′ 2″ Weight 200 Bat / Thr R / R FV 40
Tool Grades (Present/Future)
Hit Raw Power Game Power Run Fielding Throw
35/45 55/55 30/50 55/55 45/50 50/50

McKenna had a solid Cape Cod League, putting him on the radar for the top couple rounds, but some scouts thought his lack of patience could be his undoing going forward. McKenna is somewhere around the somewhat classic profile of a power-over-hit center fielder with more tools than skills, but that archetype is in demand now more than ever. McKenna has above average raw power and speed and enough hitting skills to get to around average offensively, and around average defensively in center field.

At times, he’s shown a flat-planed swing that doesn’t tap into his power and other times he’s over-aggressive, but Houston thinks they can tap into this skillset and thought he was a nice value with performance and low-end regular upside in the fourth round.

Signed: July 2nd Period, 2014 from Panama (PHI)
Age 20.6 Height 6′ 0″ Weight 150 Bat / Thr S / R FV 40
Tool Grades (Present/Future)
Hit Raw Power Game Power Run Fielding Throw
35/55 35/40 20/30 45/45 50/55 55/55

Long in possession of one of the prettier swings in the minors, Arauz had a strong, BABIP-aided first two months (.299/.392/.471) at Low-A and was promoted to Hi-A as a 19-year-old, where he struggled. He’s a switch-hitting middle infielder with above-average bat control, so there are all sorts of exciting hit/power/defensive profile mixes in play, depending on how Arauz develops physically. He has filled out a bit since he first signed (he was acquired from Philly in the Ken Giles deal) but scouts had mixed feelings about his body composition last year, and largely have him projected to second base. If that’s the case, ideally there will be more power than there is right now, and it’s fair to project some based on Arauz’s age.

For now, though, he has very little strength and at times appears to struggle to rip the barrel through the top of the zone and instead is adept at letting the bat do most of the work on pitches near his knees. The lift this creates is intriguing, but there needs to be more raw power if it’s going to matter. He has an outside shot to be a regular at second base but may just end up as a switch-hitting bench infielder.

Drafted: 8th Round, 2015 from USC (HOU)
Age 25.8 Height 5′ 10″ Weight 185 Bat / Thr L / R FV 40
Tool Grades (Present/Future)
Hit Raw Power Game Power Run Fielding Throw
50/55 45/45 30/40 50/50 55/55 55/55

After a dour, injured 2017 season, Stubbs had a bounce back 2018 and hit .310/.382/.455 at Triple-A. He spent the offseason adding mass to his little frame, a body scouts have long been skeptical about being able to weather the full-season storm of catching. These doubts have been reinforced by Stubbs’ semi-frequent injury issues, which led him to focus on weight gain during the offseason.

His athletic capabilities are clear though, and Stubbs is a good ball blocker, an excellent catch-and-throw guy, and his passable framing may benefit from altering the depth at which he sets up. From a skills standpoint, totally ignoring the issue of durability, he looks like a potential everyday catcher. There has been some industry sentiment that Stubbs would be best deployed as a multi-positional bat, perhaps playing third base and the outfield corners as well as catcher. He hasn’t played other positions in games but has worked with Matt Chapman at third during the offseason, so perhaps he will be allowed to try new things once the season starts.

We have him projected as a contact-oriented, multi-positional bench piece.

26. Cristian Javier, RHP
Signed: July 2nd Period, 2014 from Dominican Republic (HOU)
Age 22.0 Height 6′ 1″ Weight 170 Bat / Thr R / R FV 40
Tool Grades (Present/Future)
Fastball Slider Curveball Changeup Cutter Command Sits/Tops
45/50 45/50 55/60 45/50 40/45 40/45 89-94 / 95

Javier’s fuzzy shock of hair is the best in the system, and he’s one of the more creative sequencers among Houston farmhands as well. His front side flies way open during disconnection, and the dramatic manner in which his limbs bandy about during his delivery limit his fastball command, but also help create a weird angle on his stuff, which is quite good. He’ll sit in the low-90s, his curveball has premium spin, and Javier can manipulate the shape of his fastball and multiple breaking balls. There’s a chance he ends up in a rotation so long as the command progresses a little bit, and Javier’s feel for pitching is promising in this regard. If it doesn’t, he could be an excellent multi-inning reliever.

Drafted: 2nd Round, 2018 from Juanita HS (WA) (HOU)
Age 19.3 Height 6′ 2″ Weight 200 Bat / Thr R / R FV 40
Tool Grades (Present/Future)
Fastball Curveball Changeup Command Sits/Tops
50/55 50/55 40/50 35/50 89-93 / 94

Schroeder was a pocket follow for most scouts, then his velo spiked in the spring at a Washington state high school, sitting 92-95, and hitting 97 mph, and flashing an above average breaking ball at his best. That often came with some head violence at release, so the Astros tried to calm down his delivery a bit, which led to more average stuff in instructional league, so pro scouts getting first looks weren’t encouraged by what they saw from the second rounder. Being a cold weather velo spike arm, we think there’s a happy medium with back-end starter potential, but prep arms are often a rollercoaster and there was a bit of a dip after the draft.

28. Enoli Paredes, RHP
Signed: July 2nd Period, 2014 from Dominican Republic (HOU)
Age 23.5 Height 5′ 11″ Weight 165 Bat / Thr R / R FV 40
Tool Grades (Present/Future)
Fastball Slider Curveball Changeup Cutter Command Sits/Tops
60/60 40/45 60/70 45/55 45/50 35/40 92-96 / 97

Little Enoli’s arm is so fast that it threatens to break the sound barrier and generates a lively mid-90s fastball. Everything about Paredes’ delivery involves max effort, which limits his command but also makes his stuff hellacious and unpredictable in a way that makes him a very uncomfortable at-bat. Not only does he throw hard, but his power curveball has big, bat-missing depth and competes for swings and misses in the zone. His arm speed enables very favorable changeup projection and Paredes already flashes some plus cambios on occasion. He can shorten the curveball into a slider or add cut action to his fastball, but the other three pitches should be sufficient for him to play a strikeout-heavy relief role.

We don’t stick many 23-year-old A-ball relievers on the 40 FV tier of lists, but Paredes only signed at age 19 and hasn’t had as much pro development as other same-aged Latin American players, and he’s not yet occupying a 40-man spot. He has considerable appeal as a trade target and a chance to be a rare 45 FV reliever on this list next year.

35+ FV Prospects

29. Joe Perez, 3B
Drafted: 2nd Round, 2017 from Archbishop McCarthy HS (FL) (HOU)
Age 19.6 Height 6′ 2″ Weight 215 Bat / Thr R / R FV 35+

Perez was on the scouting radar for his upper-90s fastball, occasionally plus slider, and easy plus raw power at the plate. He was seen primarily as a pitcher who, while raw, also could show you BP power until he broke out with the bat in the spring. He blew up Twitter with a number of tape measure shots and looked like he had a chance to play third base, as well, though there’s questions about his lateral quickness.

After going in the second round in 2017, Perez required Tommy John surgery but the Astros drafted him as a hitter, believing they could tap into the raw power in games more often and that the bat offered more upside than the likely reliever profile. Perez got into games late in 2018 and scouts who saw him in the instructional league weren’t enthusiastic, but it’s still early.

Drafted: 2nd Round, 2017 from Arizona (HOU)
Age 23.3 Height 6′ 0″ Weight 206 Bat / Thr L / R FV 35+

Announced as a second baseman when the Astros drafted him, and deployed primarily in left field as a pro, Matijevic’s stiffness and immobility will likely limit him to first base, where he played in college. He has sufficient power to profile there but there have been questions about the contact since high school. He clubbed 22 homers in 2018, mostly at Hi-A, and will force some re-evaluation if he has a big year at Double-A. For now, he projects as a bench bat with limited defensive flexibility.

31. Carlos Sanabria, RHP
Signed: July 2nd Period, 2013 from Venezuela (HOU)
Age 22.1 Height 6′ 0″ Weight 165 Bat / Thr R / R FV 35+

Sanabria was moved to the bullpen in 2018 but a lot of teams think he has the repertoire depth and command to start, assuming he retains the same quality stuff for multiple innings. The sizable strikeout totals Sanabria has posted come from his ability to locate his slider and changeup rather than from high-quality stuff, and he’d likely max out as a fifth starter if re-introduced to the rotation.

32. Ross Adolph, CF
Drafted: 12th Round, 2018 from Toledo (NYM)
Age 22.2 Height 6′ 1″ Weight 203 Bat / Thr L / R FV 35+

Adolph is an interesting small-school sleeper who hit .322/.445/.654 as a junior at Toledo, then signed for $125,000 as the Mets’ 2018 12th rounder. He continued to rake at short-season Brooklyn after signing, hitting .276/.348/.509 and swiping 14 bases (on 17 attempts) in 60 games. He’s an above-average runner with good instincts in center field, and there’s a chance he can stay there. He could be a 50 bat with gap power who is playable in center, which would make him at least a viable big league fourth outfielder. We whiffed on him pre-draft, but our sources who saw him in pro ball raved, and the industry’s error bars on small school bats are pretty large due to the quality of pitching they face.

Signed: July 2nd Period, 2016 from Dominican Republic (HOU)
Age 19.5 Height 5′ 9″ Weight 165 Bat / Thr L / R FV 35+

Carrasco is a common type among middle bonus international signees: the skinny, speedy shortstop with some present skills. He signed for $480,000 and performed well as an 18-year-old in the GCL in 2019, with a short taste of short-season ball. He has very little present strength and only has gap power in games, but he has above average contact skills, plus speed, arm strength, and defensive ability, so there’s a chance for some real ceiling if and when the physicality comes along, though it’s more likely he becomes an athletic utility infielder.

34. Jeremy Pena, SS
Drafted: 3rd Round, 2018 from Maine (HOU)
Age 21.5 Height 6′ 0″ Weight 180 Bat / Thr R / R FV 35+

Pena was widely considered to be the best collegiate defensive shortstop in the 2018 draft but despite his picturesque swing, he made very little offensive impact against out-of-conference pitching and with woods bats during the summer. The lack of offense likely caps Pena’s ceiling in the bench infielder area, but he has added about 20 pounds of muscle over the offseason and is also a sleeper breakout candidate if it makes a meaningful impact on his contact quality.

Signed: July 2nd Period, 2013 from Dominican Republic (HOU)
Age 23.2 Height 5′ 9″ Weight 160 Bat / Thr R / R FV 35+

Duarte is an energetic, multi-positional speedster with an infectious style of play. He’s an aggressive hitter who strikes out a ton, but he played everywhere but first base and catcher last year and could find a big league role as a versatile bench piece.

36. Reymin Guduan, LHP
Signed: July 2nd Period, 2009 from Dominican Republic (HOU)
Age 27.0 Height 6′ 4″ Weight 205 Bat / Thr L / L FV 35+

There are moments when Guduan looks like one of the more dominant lefty relievers in baseball. He’ll touch 100, his fastball spins and has life, his slider is consistently plus, and he hides the ball well. At other times he’s unplayably wild. The early parts of Guduan’s 2019 spring were encouraging but, at age 27, it’s unlikely the issues that have plagued him for years have suddenly been remedied. He’ll likely be a scintillating and terrifying low-leverage relief piece.

37. Dean Deetz, RHP
Drafted: 11th Round, 2014 from NE Oklahoma A&M JC (HOU)
Age 25.3 Height 6′ 1″ Weight 195 Bat / Thr R / R FV 35+

Deetz is a pretty standard two-pitch, lowish slot middle relief prospect. He has a good curveball and is a dead ringer for Jason Ritter. We typically 40 FV this role, but Deetz is already 25 and has had a PED suspension, so we rounded down a tad.

38. Angel Macuare, RHP
Signed: July 2nd Period, 2016 from Venezuela (HOU)
Age 19.0 Height 6′ 2″ Weight 188 Bat / Thr R / R FV 35+

Signed for just south of $700,000 out of Venezuela, Macuare was a polished amateur arm who has been as advertised in two years of pro ball. He has good command of mostly average stuff as a 19-year-old, so there’s a chance he either grows into better stuff through physical maturation, or develops such special command that he doesn’t have to. In either case, he’s got a shot to be a No. 4 or 5.

39. Kit Scheetz, LHP
(HOU)
Age 24.8 Height 5′ 10″ Weight 185 Bat / Thr L / L FV 35+

Signed as an undrafted free agent out of Virginia Tech, Scheetz has reached Double-A and performed at each stop, accumulating a 140:26 strikeout-to-walk ratio in 115 pro innings. He’s a low slot lefty with below-average velocity, on the surface appearing to be of the LOOGY endangered species. But Scheetz can really spin a breaking ball, and has a four-pitch mix that you could argue plays like a six-pitch mix because he likes to vary his arm slot. He could be a non-traditional bullpen mainstay.

Other Prospects of Note

Grouped by type and listed in order of preference within each category.

Pitching Staff Caboose Types
Jose Luis Hernandez, RHP
R.J. Freure, RHP
Cody Deason, RHP

Hernandez has a plus changeup and plus command. He’s 23 and is a classic spot starter who’ll be in pro ball forever, like a righty Tommy Milone. Freure and Deason are vertical arm slot righties with vertical breaking balls. They were both mid-round 2018 draftees and are likely future relievers.

The Carrying Tool Group
Enmanuel Valdez, INF
Carlos Machado, OF
Chuckie Robinson, C
Scott Manea, C

Valdez, 20, has some pop and feel for contact, as well as good infield hands and actions. He has limited lateral quickness and his frame is pretty maxed out, so it’s hard to say where exactly he’ll fit defensively. Machado has hit a pretty quiet .312 with a .362 OBP over four pro seasons and he does have feel for the barrel. He may not have the power to profile in a corner but the contact feel is promising and he is only 20. If it turns out that he’s an elite contact guy, the power won’t necessarily need to come, but he’s a good-framed 20-year-old, so it might. Robinson and Manea are big-bodied catchers with power who most of the industry thinks can’t catch. Manea, 23, was an undrafted free agent who the Mets sent to Houston in the J.D. Davis trade. Robinson, 24, was a small school guy who hit for big power in 2017, then scuffled at Hi-A last year.

System Overview

This will be Houston’s first full calendar year with a scouting staff comprised largely of in-office analysts who break down high-quality video and integrate their assessments with a slew of data from TrackMan and other cutting edge evaluation technologies. Houston let go of most of their scouts in two waves over two years, and now sends individuals with Edgertronic cameras to amateur games in lieu of traditional area scouts. While this style of scouting has yielded stylistic uniformity across Houston’s prospect population — they almost invariably acquire high-spin, four-seam/curveball pitchers with a 12:30 spin axis, most of whom are adding cutters early in pro ball, while targeting college bats who have performed on paper and have big exit velos — it has also yielded a bunch of talented players, and further use of the tech on the player development side has made those players better.

This is a good farm system even though there are some clear potential long-term pitfalls from having narrow criteria for the players the org targets. For one, the types of pitchers Houston seems to like are becoming more sought after by other teams as a better understanding of how pitching works permeates baseball. Fewer pitchers of this type will be available to Houston as a result, but of course, Houston is likely also identifying players who can be altered to become this type of pitcher, even if they aren’t one yet. One day, there might be repercussions for having a staff full of very similar pitchers, but there’s no way of knowing that.

The Astros are clearly ahead of other teams around the league in some other areas, too. In some ways, it’s becoming easier for those lagging behind to catch up because they can also look to Baltimore and Atlanta, both of which have former Houston employees in prominent roles, to spot trends. In other ways, it’s getting harder to learn about Houston from the outside, as paranoia and acrimony have begun to impact industry discourse about the Astros in a way that makes it difficult to know which rumors about them are true and which are BS. Some of the things that have been mentioned consistently, and which seem plausible and interesting, include experimentation with visual machine learning and work with topical substances to improve pitch spin/movement. Of course, all the Rapsodo and Motus sleeve stuff is already widely known or knowable with quick use of Google.

Expect the 40-man crunch to continue apace here as teams gobble up the overflow of Astros pitching that can’t quite crack their roster.


Dallas Keuchel Needs a Home

Like Craig Kimbrel, Dallas Keuchel remains a free agent — the highest-ranked one left from our Top 50 Free Agents list, in fact — his market stalled by a quest for a longer-term deal than any team appears willing to give, at least in this frozen winter market. With Opening Day fast approaching, his current situation is worth a closer look.

Keuchel, who turned 31 on New Year’s Day, is coming off his best season since his 2015 AL Cy Young-winning campaign in terms of both volume (204 innings, after averaging 157 in 2016-17), and quality (3.74 ERA, 3.69 FIP and 3.6 WAR, compared to a 3.79 ERA, 3.83 FIP and an average of 2.5 WAR over the previous two years). Part of that is likely due to health, as a season-ending bout of shoulder soreness limited him to 26 starts in 2016, none of which came after August 27, while a pinched nerve in his neck, and further discomfort related to that issue, held him to 23 starts in 2017.

He’s not a pitcher who misses a ton of bats, instead relying on soft contact and a ton of groundballs. Last year’s 17.5% K rate was the majors’ fourth-lowest among 57 qualifiers, and even with a fairly stingy walk rate (6.6%), his 10.9% K-BB% was still the ninth-lowest among that set. Meanwhile, he was first among that group in groundball rate (53.7%) and 15th out of 47 qualifiers (500 batted ball events) in average exit velocity (87.0 mph). Over the past five seasons, he’s second in groundball rate among pitchers with at least 500 innings (60.0%) and, for the four years of the Statcast era, 22nd out of 149 (1000 PA minimum) in average exit velo (86.2 mph). Read the rest of this entry »


Picks to Click: Who We Expect to Make the 2020 Top 100

When publishing our lists — in particular, the top 100 — we’re frequently asked who, among the players excluded from this year’s version, might have the best chance of appearing on next year’s version. Whose stock are we buying? This post represents our best attempt to answer all of those questions at once.

This is the second year that we’re doing this, and we have some new rules. First, none of the players you see below will have ever been a 50 FV or better in any of our write-ups or rankings. So while we think Austin Hays might have a bounce back year and be a 50 FV again, we’re not allowed to include him here; you already know about him. We also forbid ourselves from using players who were on last year’s inaugural list. (We were right about 18 of the 63 players last year, a 29% hit rate, though we have no idea if that’s good or not, as it was our first time engaging in the exercise.) At the end of the piece, we have a list of potential high-leverage relievers who might debut this year. They’re unlikely to ever be a 50 FV or better because of their role, but they often have a sizable impact on competitive clubs, and readers seemed to like that we had that category last year.

We’ve separated this year’s players into groups or “types” to make it a little more digestible, and to give you some idea of the demographics we think pop-up guys come from, which could help you identify some of your own with THE BOARD. For players who we’ve already covered this offseason, we included a link to the team lists, where you can find a full scouting report. We touch briefly on the rest of the names in this post. Here are our picks to click:

Teenage Pitchers
Torres was young for his draft class, is a plus athlete, throws really hard, and had surprisingly sharp slider command all last summer. White looked excellent in the fall when the Rangers finally allowed their high school draftees to throw. He sat 92-94, and his changeup and breaking ball were both above-average. Pardinho and Woods Richardson are the two advanced guys in this group. Thomas is the most raw but, for a someone who hasn’t been pitching for very long, he’s already come a long way very quickly.

Eric Pardinho, RHP, Toronto Blue Jays (full report)
Lenny Torres, Jr., RHP, Cleveland Indians
Simeon Woods Richardson, RHP, New York Mets (full report)
Adam Kloffenstein, RHP, Toronto Blue Jays (full report)
Grayson Rodriguez, RHP, Baltimore Orioles (full report)
Owen White, RHP, Texas Rangers
Mason Denaburg, RHP, Washington Nationals (full report)
Tahnaj Thomas, RHP, Pittsburgh Pirates (full report)

The “This is What They Look Like” Group
If you like big, well-made athletes, this list is for you. Rodriguez was physically mature compared to his DSL peers and also seems like a mature person. The Mariners have indicated they’re going to send him right to Low-A this year. He could be a middle-of-the-order, corner outfield power bat. Luciano was the Giants’ big 2018 July 2 signee. He already has huge raw power and looks better at short than he did as an amateur. Canario has elite bat speed. Adams was signed away from college football but is more instinctive than most two-sport athletes. Most of the stuff he needs to work on is related to getting to his power.

Julio Rodriguez, RF, Seattle Mariners
Marco Luciano, SS, San Francisco Giants
Alexander Canario, RF, San Francisco Giants
Jordyn Adams, CF, Los Angeles Angels
Jordan Groshans, 3B, Toronto Blue Jays (full report)
Jhon Torres, OF, St. Louis Cardinals (full report)
Shervyen Newton, SS, New York Mets (full report)
Kevin Alcantara, CF, New York Yankees (full report)
Freudis Nova, SS, Houston Astros
Brice Turang, SS, Milwaukee Brewers (full report)
Connor Scott, CF, Miami Marlins (full report)

Advanced Young Bats with Defensive Value
This is the group that produces the likes of Vidal Brujan and Luis Urias. Edwards is a high-effort gamer with 70 speed and feel for line drive contact. Marcano isn’t as stocky and strong as X, but he too has innate feel for contact, and could be a plus middle infield defender. Perez has great all-fields contact ability and might be on an Andres Gimenez-style fast track, where he reaches Double-A at age 19 or 20. Ruiz is the worst defender on this list, but he has all-fields raw power and feel for contact. He draws Alfonso Soriano comps. Palacios is the only college prospect listed here. He had three times as many walks as strikeouts at Towson last year. Rosario controls the zone well, is fast, and is a plus defender in center field.

Xavier Edwards, SS, San Diego Padres
Antoni Flores, SS, Boston Red Sox (full report)
Jose Devers, SS, Miami Marlins (full report)
Tucupita Marcano, SS, San Diego Padres
Wenceel Perez, SS, Detroit Tigers
Esteury Ruiz, 2B, San Diego Padres
Richard Palacios, SS, Cleveland Indians
Antonio Cabello, CF, New York Yankees (full report)
Cole Roederer, LF, Chicago Cubs (full report)
Jeisson Rosario, CF, San Diego Padres
Luis Garcia, SS, Philadelphia Phillies (full report)
Simon Muzziotti, CF, Philadelphia Phillies (full report)

Corner Power Bats
Nevin will probably end up as a contact-over-power first baseman, but he might also end up with a 70 bat. He looked great against Fall League pitching despite having played very little as a pro due to injury. Lavigne had a lot of pre-draft helium and kept hitting after he signed. He has all-fields power. Apostel saw reps at first during instructs but has a good shot to stay at third. He has excellent timing and explosive hands.

Grant Lavigne, 1B, Colorado Rockies
Sherten Apostel, 3B, Texas Rangers
Triston Casas, 1B, Boston Red Sox (full report)
Dylan Carlson, RF, St. Louis Cardinals (full report)
Moises Gomez, RF, Tampa Bay Rays (full report)
Elehuris Montero, 3B, St. Louis Cardinals (full report)
Nathaniel Lowe, 1B, Tampa Bay Rays (full report)
Tyler Nevin, 1B, Colorado Rockies

College-aged Pitchers
It’s hard to imagine any of these guys rocketing into the top 50 overall. Rather, we would anticipate that they end up in the 60-100 range on next year’s list. Gilbert was a workhorse at Stetson and his velo may spike with reshaped usage. Singer should move quickly because of how advanced his command is. Lynch’s pre-draft velocity bump held throughout the summer, and he has command of several solid secondaries. Abreu spent several years in rookie ball and then had a breakout 2018, forcing Houston to 40-man him to protect him from the Rule 5. He’ll tie Dustin May for the second-highest breaking ball spin rate on THE BOARD when the Houston list goes up. We’re intrigued by what Dodgers player dev will do with an athlete like Gray. Phillips throws a ton of strikes and has a good four-pitch mix.

Logan Gilbert, RHP, Seattle Mariners
Zac Lowther, LHP, Baltimore Orioles (full report)
Brady Singer, RHP, Kansas City Royals
Bryan Abreu, RHP, Houston Astros
Daniel Lynch, LHP, Kansas City Royals
Wil Crowe, RHP, Washington Nationals (full report)
Josiah Gray, RHP, Los Angeles Dodgers
Jordan Holloway, RHP, Miami Marlins (full report)
Tyler Phillips, RHP, Texas Rangers

Bounce Back Candidates
The Dodgers have a strong track record of taking severely injured college arms who return with better stuff after a long period of inactivity. That could be Grove, their 2018 second rounder, who missed most of his sophomore and junior seasons at West Virginia. McCarthy was also hurt during his junior season and it may have obscured his true abilities. Burger is coming back from multiple Achilles ruptures, but was a strong college performer with power before his tire blew.

Michael Grove, RHP, Los Angeles Dodgers
Jake McCarthy, CF, Arizona Diamondbacks
Jake Burger, 3B, Chicago White Sox
Thomas Szapucki, LHP, New York Mets (full report)

Catchers
We’re very excited about the current crop of minor league catchers. Naylor is athletic enough that he’s likely to improve as a defender and he has rare power for the position.

Ivan Herrera, C, St. Louis Cardinals (full report)
Bo Naylor, C, Cleveland Indians
Payton Henry, C, Milwaukee Brewers (full report)

Potentially Dominant Relievers
These names lean “multi-inning” rather than “closer.” Gonsolin was a two-way player in college who has been the beneficiary of sound pitch design. He started last year but was up to 100 mph out of the bullpen the year before. He now throws a four seamer rather than a sinker and he developed a nasty splitter in 2017. He also has two good breaking balls. He has starter stuff but may break in as a reliever this year.

Trent Thornton, RHP, Toronto Blue Jays (full report)
Darwinzon Hernandez, LHP, Boston Red Sox (full report)
Dakota Hudson, RHP, St. Louis Cardinals (full report)
Sean Reid-Foley, RHP, Toronto Blue Jays (full report)
Colin Poche, LHP, Tampa Bay Rays (full report)
Trevor Stephan, RHP, New York Yankees (full report)
Vladimir Gutierrez, RHP, Cincinnati Reds (full report)
Dakota Mekkes, RHP, Chicago Cubs (full report)
Tony Gonsolin, RHP, Los Angeles Dodgers
Mauricio Llovera, RHP, Philadelphia Phillies (full report)


2019 ZiPS Projections – Houston Astros

After having typically appeared in the hallowed pages of Baseball Think Factory, Dan Szymborski’s ZiPS projections have now been released at FanGraphs for more than half a decade. The exercise continues this offseason. Below are the projections for the Houston Astros.

Batters

Suffice it to say, the highs here are very, very high. Jose Altuve, Alex Bregman, and Carlos Correa are all threats to have MVP-caliber seasons in any given year. Yes, Correa missed significant time due to back soreness, his second season in a row marred by injury and time on the injured list. And yes, Correa did have easily the worst of his four major league seasons in 2018. But it’s still too early to call him injury-prone, and he’s 24, not 34. His age is also an important number to remember when we consider his offensive regression last year; if he were a hotshot shortstop prospect being called up for his age-23 season and had a .728 OPS in a theoretical 140-game rookie season, he’d be getting Rookie of the Year votes.

ZiPS is extremely optimistic when it comes to Kyle Tucker, and if he plays as well as his projection, I suspect he will force his way into the lineup quickly, kicking off domino effect that will result in Michael Brantley or Josh Reddick getting more DH playing time, Tyler White more time at first, and Yuli Gurriel more time on the bench. Gurriel was a good stopgap first baseman, but average-ish first basemen turning 35 don’t usually have gentle aging curves. It’s likely the Astros’ weakest position and if Tucker’s pushing comes to shoving, Gurriel is the most likely to lose at-bats. Read the rest of this entry »


Job Posting: Astros Baseball Research and Development

Please note, this posting contains three positions.

Baseball Systems Developer, Research & Development

Department: Baseball Operations
Supervisor: Senior Architect, Research and Development
Classification: Full-time (Exempt)

The Houston Astros are seeking a Baseball Systems Developer for the team’s Baseball Research and Development group. The Baseball Systems Developer will work closely with the Senior Architect of R&D as part of a cross-functional agile team to build infrastructure and design systems that encourage the effective understanding and application of information throughout Baseball Operations.

Essential Duties & Responsibilities:

  • Collaborate with a cross-functional agile team on designing, testing, implementing, and maintaining scalable software for Baseball Operations
  • Collaborate with a cross-functional agile team on improving efficiency and scalability of current Baseball Operations software

Education and/or Experience:

  • Bachelor’s degree in computer science or related field is preferred
  • Proficient in at least two of the following:
    • C# and ASP.NET or ASP.NET Core
    • HTML/JavaScript (TypeScript preferred)/CSS
    • A front-end framework like React, Angular, or Vue
  • Experience with Microsoft Azure/Amazon Web Services/Google Cloud platform is preferred
  • Experience with continuous integration/continuous deployment is preferred
  • Experience with data visualization tools such as Plotly and D3 is preferred
  • Experience with formal software (unit/integration/ testing and data-driven development preferred
  • Experience with agile software development processes preferred
  • Familiarity with Python and R Shiny Apps preferred
  • Strong analytical and problem-solving skills
  • Strong interpersonal and communication skills (written and verbal)

To Apply:
To apply, please visit TeamWorkOnline and complete the application.

Baseball Systems Data Modeler, Research & Development

Department: Baseball Operations
Supervisor: Senior Architect, Research and Development
Classification: Full-time (Exempt)

The Houston Astros are seeking a Baseball Systems Data Modeler for the team’s Baseball Research and Development group. The Baseball Systems Data Modeler will work closely with the Senior Architect of R&D as part of a cross-functional agile team to build infrastructure and design systems that encourage the effective understanding and application of information throughout Baseball Operations.

Essential Duties & Responsibilities:

  • Create and maintain ETL jobs for incoming data feeds
  • Ensure data integrity within the database and data processes
  • Design, implement, and maintain data mapping procedures
  • Apply statistical methods for handling and testing missing data problems

Education and/or Experience:

  • Bachelor’s degree in computer science or related field is preferred
  • Experience with SQL Server and T-SQL, including SQL Server Reporting Service and SQL Server Integration Services
  • Experience with designing and developing data marts
  • Experience with data governance
  • Understanding of baseball data (e.g., TrackMan, Statcast) is preferred
  • Experience with Microsoft Azure/Amazon Web Services/Google Cloud platform is preferred
  • Experience with continuous integration/continuous deployment is preferred
  • Experience with agile software development processes preferred
  • Experience with software testing and data-driven development preferred
  • Familiarity with Python and R is preferred
  • Strong analytical and problem-solving skills
  • Strong interpersonal and communication skills (written and verbal)

To Apply:
To apply, please visit TeamWorkOnline and complete the application.

Machine Learning Engineer, Research & Development

Department: Baseball Operations
Supervisor: Director, Research and Development
Classification: Full-time (Exempt)

The Houston Astros are seeking a Machine Learning Engineer for the team’s Baseball Research and Development group. The Machine Learning Engineer will work closely with the Senior Architect and Director of R&D as part of a cross-functional agile team to deploy statistical, machine learning, and deep learning models at scale and to ensure that they are reliable and repeatable.

Essential Duties & Responsibilities:

  • Collaborate with a cross-functional agile team on developing machine learning systems from prototyping to production
  • Support investigation of new software packages/vendors, APIs, and algorithms to deliver quality analytics and machine learning at scale
  • Develop infrastructure and tools to productionize new algorithms in a repeatable manner

Education and/or Experience:

  • Advanced degree in statistics, engineering, applied math, physics, quantitative social sciences, computer science, operations research or similar field or professional experience preferred
  • Fluency in R, including experience with the tidyverse and modern R development practices
  • Fluency in Python with preference for Python 3 experience
  • Experience with software testing and data-driven development strongly preferred
  • Experience with large data sets and distributed computing strongly preferred
  • Experience with deep learning frameworks (Tensorflow, CNTK, Caffe, etc.) preferred
  • Ability to write SQL queries is preferred
  • Experience with agile software processes preferred
  • Strong analytical and problem-solving skills
  • Strong interpersonal and communication skills (written and verbal)

To Apply:
To apply, please visit TeamWorkOnline and complete the application.

For all positions:

Work Environment
This job operates in an office setting. This role routinely uses standard office equipment such as computers, phones, photocopiers, and filing cabinets. The noise level is usually moderate but can be loud within the stadium environment.

Physical Demands
The physical demands described here are representative of those that must be met by an employee to successfully perform the essential functions of this job. This is a largely sedentary role; however, some filing is required. This would require the ability to lift files, open filing cabinets and bend or stand on a stool as necessary.

Position Type and Expected Hours of Work
Ability to work a flexible schedule, including evenings, weekends, and holidays.

Travel
Rare travel maybe expected in this role.

Other Duties
Please note this job description is not designed to cover or contain a comprehensive listing of activities, duties or responsibilities that are required of the employee for this job. Duties, responsibilities and activities may change at any time with or without notice.

The Astros are an equal opportunity employer and all qualified applicants will receive consideration for employment without regard to race, color, religion, sex, national origin, disability status, protected veteran status, or any other characteristic protected by law.

EOE/M/F/Vet/Disability.

The content in this posting was created and provided solely by the Houston Astros.