Job Posting: MLB Advanced Media Internships

Please note, this posting contains two internship positions.

Intern with the technology, internet, interactive and mobile division of Major League Baseball. In 2015, MLB introduced Statcast, a revolutionary technology that tracks all movements on the field. Statcast automatically tracks every hit ball’s exit speed and distance, every fielder’s range, speed, and arm strength, and every base runner’s movement.

MLBAM is looking for summer interns to join in the continued development and evolution of Statcast. With a wealth of ground-breaking new data and metrics, they are looking for people who can analyze, validate and provide meaningful context around it. This is an excellent opportunity for anyone who has an interest in baseball statistics, metrics, and data.

Position: 2019 Summer Internship – Statcast Data Analytics

This position is located in New York, NY and is a paid internship.

Required Skills and Experience:

  • At a minimum current college sophomore entering junior year in the fall of 2019 or Current Grad or MBA student.
  • Baseball fan Strongly Preferred.
  • Proficiency in SQL, R, or Python.
  • Some familiarity with baseball tracking systems, especially Pitch F/X and Statcast.
  • Ability/desire to learn new skills and technologies quickly.
  • A self-starter that’s highly accountable and will take ownership of delivering your work.
  • Critical thinking skills and the ability to apply analytical insights to improve data.
  • Self-learner, independent, and have outstanding problem-solving skills.
  • Excellent written and verbal communication skills.

To Apply:
To apply, please visit this site and complete the LinkedIn application.

Position: 2019 Summer Internship – Data Science Internship, Baseball Data

This position is located in New York, NY and is a paid internship.

Basic Qualification:

  • Undergraduates and Masters students studying Computer Science, Statistics, Mathematics, or other relevant STEM degree.
  • A self-starter that’s highly accountable and will take ownership of delivering your work.
  • Ability/Desire to learn new skills and technologies quickly.
  • Experience with R, Python or SQL.

Preferred Skills:

  • Experience programmatically structuring and cleaning data, and not just analyzing highly cleaned data sets.
  • A strong foundation in probability, statistics, and algorithm development.
  • Understanding of statistical and predictive modeling techniques such as generalized linear modeling, decision trees, association rules, clustering, regression, machine learning, probability networks, and neural networks.
  • Experience with numpy, pandas, and scikit Python libraries.
  • Excellent verbal and written communication skills.
  • Ability and willingness to spend nights and weekends watching baseball while monitoring Statcast data.

To Apply:
To apply, please visit this site and complete the LinkedIn application.

The content in this posting was created and provided solely by MLBAM.


Job Posting: TrackMan Data Operations Intern

Position: TrackMan Data Operations Intern

Location: Stamford, CT

Join TrackMan Baseball’s Data Operations team as a paid intern for the 2019 baseball season. You will have a vital role in a growing, fast-moving, entrepreneurial company that is breaking new ground in sports. In this position, you will primarily be responsible for reviewing and verifying TrackMan data from a significant number of major and minor league baseball, NCAA, and international stadiums during the 2019 baseball season. This internship will give you the opportunity to progress with the company.

The internship starts in early February and finishes at the conclusion of the major league baseball season. Interns are expected to work 8 hours a day and 5 days a week, and weekend availability is required. An hourly rate of $12.50 will be offered.

About TrackMan Inc.
TrackMan Inc. is a US-based subsidiary of TrackMan A/S and is based in Stamford, CT, about 30 miles north of New York City. TrackMan A/S has developed a range of products for the golf market and is considered the gold standard in measurement of ball flight and swing path. TrackMan’s golf products are used by top touring professionals, teaching pros, broadcasters and governing bodies.

TrackMan, Inc. introduced 3D Doppler radar technology to the baseball industry and the technology is now used by all major league baseball organizations and is a component of MLB’s StatCast system. TrackMan, Inc. is revolutionizing baseball data and has been featured in publications such as the New York Times, Sports Illustrated, FanGraphs, and ESPN.

Requirements:

  • Thorough knowledge of baseball.
  • Proficiency in Microsoft Excel.
  • Strong attention to detail and ability to work well with others.

Desired Skills and Experience:

  • Bachelor or Master’s degree in Statistics, Mathematics or a related field.
  • Strong knowledge of databases, SQL, and R statistical software.
  • Python or other scripting language experience.

This is a great opportunity for anyone eager to break into the baseball community and acquire valuable experience with data available exclusively to professional baseball franchises. Based on your performance and openings within the company, you will also have the opportunity to continue working with TrackMan after the internship concludes. During the internship you will work with the entire TrackMan staff and gain further knowledge of how the company operates. Full training will be provided.

To Apply:
To apply, send a resume and cover letter to tol@trackman.com and copy cmc@trackman.com. No phone calls please.

The content in this posting was created and provided solely by TrackMan.


Sunday Notes: Jays Prospect Ryan Noda Channels Kevin Youkilis (and Joey Votto)

There’s a pretty good chance you haven’t heard of Ryan Noda. That may even be the case if you follow the team that took him in the 15th round of the 2017 draft. Playing in a Toronto Blue Jays system that boasts numerous top-shelf prospects, Noda is anything but a notable name.

Expect that to change if he continues to do what he’s been doing. In 803 professional plate appearances, the 22-year-old University of Cincinnati product is slashing — drum roll, please — a nifty .293/.451/.515.

Oh, that OBP.

Here’s a fun comp: In his first professional season, Kevin Youkilis had a .504 OBP in 276 plate appearances. In his first professional season, Noda had a .507 OBP in 276 plate appearances. Both former UC Bearcats were on-base machines in their second year as well, reaching base at .436 and .421 clips respectively. Read the rest of this entry »


Effectively Wild Episode 1309: Manager Overboard

EWFI
Ben Lindbergh and Jeff Sullivan banter about why there have been so many Noah Syndergaard trade rumors, then answer listener emails about whether Giancarlo Stanton would be better if he raised his launch angle, how and when a manager who kept intentionally walking hitters would be stopped, how and whether to debate saber skeptics (about Harold Baines, or anything else), Bryce Harper pulling a LeBron, how to identify pitches, and the definitions of “gas” and “inning,” plus a Stat Blast about J.T. Realmuto and the biggest career home/road splits.

Audio intro: T. Rex, "Life’s a Gas"
Audio outro: Saturday Looks Good to Me, "Keep Walking"

Link to Ben’s article about Baines
Link to guide to identifying pitches

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Padres Land a Bargain in Kinsler

The Padres have been connected to big names like J.T. Realmuto, Noah Syndergaard, Nathan Eovaldi and even Bryce Harper, all of which suggests that after three straight seasons of 90-some losses and eight straight with records below .500, they’re ready to get out of the business of losing. So far, no dice on the marquee additions, and last winter’s big Eric Hosmer contract isn’t sitting so well, but on Friday, they did score something of a bargain, signing second baseman Ian Kinsler to two-year deal worth $8 million, with a club option of unspecified value also included, according to The Athletic’s Ken Rosenthal. The implication is that Kinsler’s days as an everyday player are numbered, and that he’s ready instead for that sage veteran mentor/utility role, à la Chase Utley with the Dodgers.

(Or maybe he just wants to knock back some quality craft beers and fish tacos. San Diego is great for that, but perhaps I’m just projecting.)

The 36-year-old Kinsler was last seen making a mess of things in the World Series, going 1-for-10 for the Red Sox and most notably committing base running and fielding gaffes in the epic, 18-inning Game 3. As pinch-runner for J.D. Martinez, he was thrown out at home plate on the back end of an inning-ending double play in the 10th, and then, after the Red Sox had taken the lead in the top of the 13th, he threw away a Yasiel Puig grounder that allowed the tying run to score. Not great. The Red Sox lost that game, and while they won the Series, Kinsler didn’t make another appearance.

Aside from winning that elusive championship ring, it really wasn’t a season to write home about for Kinsler. After being traded from the Tigers to the Angels last December 13 (for minor leaguers Wilkel Hernandez and Troy Montgomery), he scuffled, and once the Angels fell out of contention, he was dealt again on July 30, this time to Boston, in exchange for relievers Ty Buttrey and Williams Jerez. He had started the year so slowly that in June I explored whether he was cooked, though his bat perked up long enough for him to be of interest to a Dustin Pedroia-less Boston team that featured Eduardo Nunez and Brock Holt scraping by with replacement-level production. It must have been contagious, because Kinsler went from hitting .239/.304/.406 (97 wRC+) with 2.2 WAR in 391 PA with the Halos to .242/.294/.311 (62 wRC+) with 0.0 WAR in 143 PA with the Sox. The saving grace of his season was his defense; he was 9.4 runs above average according to UZR, 10 above average via DRS, and over the past two years, he’s been +17.5 and +16 by those two metrics while batting just .238/.308/.397 for a 90 wRC+ but 4.9 WAR. That’s still an above-average player, if not a terribly sexy one.

The bat is worrisome, though. According to Baseball Savant, Kinsler’s 85.3 mph average exit velocity ranked in the bottom 8% of the league, and his xwOBACON (expected wOBA on contact) plummeted from .350 in 2017 to .303 in 2018. As I noted in June, his downturn owes largely to two major problems: first, he’s struggled against four-seam fastballs, particularly ones 95 mph or higher; and second, he’s stopped hitting lefties. Despite a career 135 wRC+ against heaters as a group, he’s been at 88 and 94 over the past two seasons, and as for the high-velo stuff, here’s an updated version of a table I made for the previous article:

Ian Kinsler vs. 95+ MPH Four-Seam Fastballs
Year wOBA lg wOBA wOBA dif xWOBA lg xwOBA xwOBA dif
2015 .305 .309 -.004 .315 .311 .004
2016 .337 .315 .022 .353 .316 .037
2017 .223 .312 -.089 .298 .318 -.020
2018 .271 .306 -.035 .312 .308 .004
SOURCE: Baseball Savant

The trend isn’t uniform, but it isn’t good. Neither is hitting .191/.236/.250 for a 33 wRC+ in 144 PA against lefties, especially when you’re a righty. That aspect of his performance may well have been a fluke, the flip side of his .278/.357/.539 (135 wRC+) line against southpaws in 129 PA in 2017. For his career, he has a fairly typical split (127 wRC+ against RHP, 101 against LHP), but over the two-year period, his 81 wRC+ against lefties is in the 24th percentile among righty swingers, which is worrisome.

Here’s the thing, though: the Padres got less than nothing out of their second basemen in 2018. Jose Pirela, Carlos Asuaje, Cory Spangenberg and three other guys combined for a 78 wRC+ and -0.1 WAR at the spot. Spangenberg was released in November, and Asuaje was just claimed off waivers by the Rangers, so they’re out of the picture. Luis Urias, who hit .208/.264/.354 in 53 PA for the Pad squad, is the future, a 55 FV prospect who is currently number three on the Padres list (behind shortstop Fernando Tatis Jr and lefty MacKenzie Gore) and number 21 overall. He’s just 21 years old, though, and while MLB.com’s A.J. Cassavell recently reported that he’s expected to open the season at the keystone, it would surprise nobody if he were to start the year back in Triple-A. Since Tatis is just 19 and hasn’t played above Double-A (and has just 102 games there overall), there’s talk that Urias could even start the year at shortstop, a position he’s continued to spot-start at as he’s moved up the ladder.

All of which is to say that Kinsler, a 13-year veteran with 47.7 WAR, four All-Star appearances, and a pair of Gold Gloves to his name, could be Urias’ double play partner, or his placeholder, or his backup/mentor, depending upon how things unfold. He might even get a chance to play third base in a utility role, if and when both Tatis and Urias are in the bigs. Maybe he’ll become such a natural in this capacity that the Padres will view him as a surrogate dad, as some of the Dodgers did with Utley. The Padres’ padre? Why not?

Considering that Kinsler was projected to produce 1.8 WAR in 490 PA — though now, it would be a surprise if he got that much playing time — and that in our free agent preview the estimates for his salary ran for $6-8 million for a single season, two years and $8 million seems quite reasonable for San Diego. His presence probably won’t change the course of the Padres’ 2019 season, but if he helps Urias adapt to the majors and fulfill his potential, it’s a small price to pay.


The Alex Claudio Trade Tells Us a Lot

On the surface, Thursday’s trade that sent left-handed pitcher Alex Claudio from Texas to Milwaukee in exchange for a competitive balance pick seemed relatively innocuous. A rebuilding team sent a middle reliever to a competitive team that needed one in exchange for an asset — in this case, a draft pick — with a maturation timeline that better fits that of the rebuilding club. But this trade also might tell us a little more about how the Brewers think about pitching, and help us to calibrate the way we think about draft prospects, particularly advanced college relievers.

But first, let’s talk about Claudio, who is entering his first year of arbitration and will be under team control for three more. Kiley and I posited in the Brewers prospect list’s System Overview (it’s at the bottom) that Milwaukee seems drawn to pitching curiosities. This is, of course, our subjective opinion, but the list of Brewers draftees and minor leaguers who have weird deliveries or unique release points has grown to the point where it seems to be an organizational focus or, at least, an organizational experiment. And Claudio, for those who have not been lucky enough to see him pitch for Texas over the last few years, looks like this:

It’s not easy to make big league hitters look goofy under normal circumstances, let alone when you only throw 86 mph. It’s clear the bizarre nature of Claudio’s delivery plays a role in his success. For context, here’s how Claudio’s release point looks on paper when given some context. Here I’ve compared Claudio’s release point to a lefty with a pretty generic delivery.

The proliferation of Trackman at the minor league and college levels enables teams to measure things like release point, and identify players who are bizarre or unique in this regard. Extension probably factors into this, as well, and I think adding that could enable us or teams to plot release points in three dimensions, and learn even more about what helps stuff play beyond just velocity and movement.

Claudio is also effective because he’s a rare reliever with plus-plus command. He’s walked just 4.5% of hitters during each of his three years in the big leagues and, when he misses, he misses down. His ability to dump sinkers and changeups into the bottom part of the strike zone or just beneath it and almost never, ever miss up in the zone is remarkable, and it’s a huge part of why Claudio has been able to induce ground balls at a 60% clip in the big leagues.

Teams have begun to think about pitching like wine and cheese. They’re more concerned about how pitches pair together rather than just evaluating each pitch’s quality in a vacuum. A general rule of thumb is that sinking fastballs pair well with changeups because they have similarly shaped movement, sinking and running toward the pitcher’s arm side. And again, Claudio is a great example of this, with his fastball and changeup movement overlapping exactly.

We know what Claudio is at this point. He’s going to be a good middle relief option whose WAR production will likely hover around 1.0, perhaps maxing out close to the 1.7 WAR he netted in 2017. Based on how we map WAR to the 20-80 scouting scale, Milwaukee got a 40-45 FV player for the next three years. Mapping Claudio’s WAR production to the scouting scale helps us make an apples to apples comparison in situations where we otherwise would not be able to, as in this instance, where Claudio was traded, straight up, for a draft pick.

The competitive balance pick Texas received from Milwaukee is going to be close to the 40th overall selection in the draft, give or take a few spots depending on how free agent compensation picks shake out ahead of that selection. As you can see from our last several years of MLB Draft evaluations (here’s 2018), that 40th overall range is typically right about where the 45 FV and 40 FV tiers blend together, which is akin to Claudio’s value when he’s placed on the 20-80 scale. In short, based on how we think about relievers and how we expected draft prospects in the late first and early second round to pan out, this seems like a fair, logical trade for both teams.

In every draft there are a few college pitchers who seem like they could pitch in a big league relief role right away. It’s almost never a plan teams actually enact for various reasons, but this trade also gives us an idea of where that type of prospect would go in a draft. It would take a confluence of variables for such a selection to be made (a team with a relief need, a very seller-friendly or completely barren reliever trade market that forces that team to turn to the draft, and a specific type of prospect) but this part of the draft is where the drop-off in potential ceiling could lead teams to focus on other traits, like proximity and risk. In other words, the Brewers seem to have told us who they’d take in June if given the choice between this theoretical college arm and, say, a high school hitter whose career is much harder to predict.


The Standard Reliever Contract Is Back

Last season, the relief market was the only aspect of free agency that moved quickly. Of the first 14 free agents to sign last winter among the Top 50 players available, eight were relief pitchers (nine if we count Mike Minor). All eight received similar contracts for two, sometimes three, seasons, and around $7 million to $10 million per year. In “deals that were announced at 2 AM the night before everyone at FanGraphs left the Winter Meetings and spent most of Thursday on airplanes,” we have two free agent reliever signings that meet the qualifications for that standard reliever contract.

Let’s address both Jeurys Familia and Joe Kelly’s new deals in turn. Read the rest of this entry »


Jake Bauers on Hitting (It’s Pure Reaction)

What type of hitter did the Cleveland Indians get when they acquired Jake Bauers as part of yesterday’s three-team trade with Seattle and Tampa Bay? From a biographical perspective, the answer is a 23-year-old left-handed-hitting first baseman who came into this year ranked fourth in the Tampa Bay system. He made his big-league debut in June and went on to post a .700 OPS, with 11 home runs, in 388 plate appearances. Bauers played his maiden season as a 22-year-old, not turning 23 until the month of October.

From a self-assessment perspective, Bauer is a hitter who knows who he is, and needs to stay true to those elements in order to be successful. The newest member of the Indians organization explained what those elements are when the Rays visited Fenway Park this past August.

———

Bauers on his keep-it-natural swing: “My swing has just kind of been natural. Any time I went to a hitting coach growing up, the only thing they’d say is, ‘Don’t change anything.’ Beyond that, there have maybe been little tweaks here and there, but mostly it’s been about doing my work and staying right.

“I have to keep my swing and just let it happen. I have to trust that the natural path of my swing is going to take over — that by doing what comes natural, everything will take care of itself.

“When I’m trying to hit the ball in the air — trying to hit for launch angle — my swing tends to get long and loopy and I end up not getting the result I want. Everything will get out of sync. My hips will go early. My hands will drag behind and then try to catch up. I’ll end up pulling off to where I can’t reach the outside pitch and I’m getting jammed on the inside pitch.” Read the rest of this entry »


Jeff Sullivan FanGraphs Chat — 12/14/18

9:06

Jeff Sullivan: Hello friends

9:06

Jeff Sullivan: Welcome to Friday baseball chat

9:06

Lunar verLander: Do you consider Die Hard a Christmas movie?

9:06

Jeff Sullivan: I don’t care

9:06

Robbie: Who plays 1B for the Rays next year? Everything I’ve seen points to Yandy Diaz being better at 3B and Ji-Man Choi being a butcher in the field

9:07

Jeff Sullivan: I think there’s still a decent chance the answer isn’t yet in the organization

Read the rest of this entry »


Yankees Appear to Snag J.A. Happ in Shrinking Market

Rumors swirled on Wednesday morning that the New York Yankees had reached an agreement to re-sign J.A. Happ, but that deal was walked back as the two teams couldn’t quite come together. As the parties kept getting closer, alternatives continued to come off the board, with Charlie Morton signing with the Rays and Lance Lynn headed to Texas. All of this was set against the backdrop of a warmer-than-expected market for starting pitching, which had already seen Patrick Corbin get a sixth year on his deal with the Nationals and Nate Eovaldi receive a guarantee of $68 million from the Red Sox. The cause of the holdup between Happ and the Yankees was likely the years of the contract, as Happ wanted three and the Yankees wanted to pay for two. The result the two sides seem to have come to is a two-year, $34 million contract with a $17 million option vesting for Happ if he reaches 27 starts or 165 innings in 2020, providing the Yankees with significant protection against potentially paying an ineffective 38-year-old. The deal has yet to be officially announced.

Happ returning to the Bronx wasn’t a foregone conclusion, as there appears to have been significant interest in the lefty, and for good reason. Over the last four years, Happ has been a consistently above-average pitcher, grabbing about three wins and 170 innings every year. In our free agent rankings, Eric Longenhagen discussed how Happ has been able to perform well through his mid-30s.

Greater use of a sinker to complement his changeup has facilitated his ascent from 1.0 WAR back-end starter to 3.0 WAR mid-rotation innings-eater. Happ’s size and length create discomfort for opposing lefties, and he has been able to dominate them (left-handed opponents slashed .171/.239/.248 against Happ last year) without a good breaking ball. Instead, Happ makes unusually frequent use of his fastball (throwing 73% of the time, roughly 20 points higher than the league-average mark for starters), which is firmer now than it was in his mid-20s.

Every team could use the three wins and 30 starts the Yankees can expect from Happ in 2019. The potential issue, though, isn’t so much next season as it is the ones that come after it. The Yankees didn’t want to guarantee that third year and that reticence is justified. The lefty turned 36 years old in October. A three-year contract would take him through his age-38 season. Over the last decade, only six pitchers have produced even four wins and 400 innings in their age-36 to age-38 seasons, with CC Sabathia likely to join that group in 2019. Here is how those pitchers, along with Happ, fared in their age-32 to age-35 seasons. Read the rest of this entry »