Not to be too harsh to the Pirates, but the club hasn’t been all that relevant for much of the year. They started off the season pretty well and, at the end of April, their 17-12 record put them just half a game out of first place. With three other teams — teams considered more talented — all hovering around the same spot, it was safe to assume the Pirates would eventually get lost in the shuffle. On May 17, after winning eight of nine games, the Pirates were in first place with a 26-17 record and a 30% chance at making the playoffs. Then the expected fade occurred, and the team went 16-32 over the next 48 games. Their playoff hopes looked shot, as the graph below shows.
Now here is what the playoff odds look like after an 11-game winning streak, but before today’s loss.
Simply approaching a 20% chance of qualifying for the postseason might not seem particularly notable, but the National League is a jumbled mess right now. After the Dodgers and Cubs, there are nine teams with a reasonable shot at one of the three remaining playoff berths and none of the teams has odds greater than 60%, as the table below indicates.
Notes
Joseph is a physical 6-foot-3 outfielder with plus raw power. He’s raw from a bat-to-ball standpoint due to length and a lack of bat control, but the power/frame combination here is interesting for a 19-year-old. Joseph has a 67:10 strikeout-to-walk ratio in domestic pro ball and is as high-risk of a prospect as you’ll find, but he has the power to carry the profile if he ever becomes sentient in the batter’s box.
Description:
The Data Architect is responsible for putting into place and maintaining the processes and systems to efficiently integrate and effectively make available baseball related data from both external and internal sources in order to provide the backbone of evidence based decision making.
Responsibilities
Primary:
Responsible for the daily operation, performance, and maintenance of the data assets used within Baseball Operations. Makes use of Pirates’ standards and industry best practices to implement efficient and high performance access to data.
Design, create, and extend processes for data extraction, transformation, cleansing, and load to and from internal and external data sources for both structured and unstructured data.
Evaluate potential data providers and design and implement data models for storage and access to new types of data that integrate with the existing data and application architectures.
Design, create and maintain reporting structures using SQL Reporting Services and Tableau and participate in one-off research projects to answer specific questions.
Design and implement data mining processes as a part of predictive modeling in conjunction with the Quantitative Analyst and other staff members.
Design and implement data mining processes as a part of predictive modeling in conjunction with other staff members.
Secondary:
Departmentally: Participate in gathering and documenting user requirements for existing and new systems. Understand business processes and required outcomes of the system and creates requirements definition document defining the business use cases.
Organizationally: Acts as a resource for database and SQL coding projects within the organization. Assist other staff developing SQL scripts, stored procedures, and other database objects where required.
Industry: Acts as the point of contact with MLB in understanding and planning for future infrastructure needs and changes as the structure and breadth of information changes over time.
Position Requirements
Required:
Bachelor’s Degree or higher in Computer Science, Information Systems, or equivalent.
Two years experience administering enterprise level data structures using SQL Server technologies including SQL Reporting Services and SQL Server Integration Services.
Expert knowledge of SQL and database administration tools. Knowledge of SQL Server replication topologies. Understanding of database documentation and design tools.
Experience with cloud based architectures and tools including Amazon S3, EC2, Databricks required.
Experience participating in multiple aspects of the software development life cycle including requirements definition, design, development, testing, and implementation.
Demonstrated ability to work with users to understand business processes, document system requirements, and develop data structures that meet business objectives.
Desired:
Experience with Python, .NET..
Experience with statistical analysis software such as R, SAS, SSPS.
An understanding of sabermetric techniques for player evaluation strongly preferred.
The Pirates are an equal employment opportunity employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, gender, national origin, disability status, protected veteran status or any other characteristic protected by law.
Notes on prospects from lead prospect analyst Eric Longenhagen. Read previous installments here.
Andres Gimenez, SS, New York Mets (Profile) Level: Hi-A Age: 19 Org Rank: 3 FV: 50 Line: 3-for-5, 2B, 3B
Notes
Gimenez is a 19-year-old shortstop slashing .280/.350/.430 in the Florida State League. That’s good for a 107 wRC+ in the FSL. Big-league shortstops with similar wRC+ marks are Trea Turner (a more explosive player and rangier defender than Gimenez) and Jurickson Profar, who have both been two-win players or better this year ahead of the break. Also of note in the Mets system last night was Ronny Mauricio, who extended his career-opening hitting streak to 19 games.
Notes on prospects from lead prospect analyst Eric Longenhagen. Read previous installments here.
Victor Robles, CF, Washington Nationals (Profile) Level: Rehab Age: 21 Org Rank: 1 FV: 65 Line: 0-for-1, BB
Notes
Robles has begun to make rehab appearances on his way back from a hyperextended left elbow that he suffered in early April. He’s gotten two plate appearances in the GCL each of the last two days. The Nationals’ big-league outfield situation should enable Robles to have a slow, careful rehab process that takes a few weeks. He is one of baseball’s best prospects.
Adam Haseley, CF, Philadelphia Phillies (Profile) Level: Hi-A Age: 22 Org Rank: 7 FV: 45 Line: 2-for-5, HR
Notes
The homer was Haseley’s fifth of the year and his slash line now stands at .301/.344/.417. He’s undergone several swing tweaks this year, starting with a vanilla, up-and-down leg kick last year; a closed, Giancarlo Stanton-like stance early this season; and now an open stance with more pronounced leg kick that loads more toward his rear hip. All that would seem to be part of an effort to get Haseley hitting for more power, his skillset’s most glaring weakness. But Haseley’s swing plane is so flat that such a change may not, alone, be meaningful as far as home-run production is concerned, though perhaps there will be more extra-base hits.
The way Haseley’s peripherals have trended since college gives us a glimpse of how a relative lack of power alters those variables in pro ball. His strikeout and walk rates at UVA were 11% and 12% respectively, an incredible 7% and 16% as a junior. In pro ball, they’ve inverted, and have been 15% and 5% in about 600 pro PAs.
Notes
Baddoo is scorching, on an 11-game hit streak during which he has amassed 20 hits, nine for extra-bases. He crushes fastballs and can identify balls and strikes, but Baddoo’s strikeout rate has doubled this year as he’s seen more decent breaking balls, with which he has struggled. Considering how raw Baddoo was coming out of high school, however, his performance, especially as far as the plate discipline is concerned, has been encouraging. He’s a potential everyday player with power and speed.
Jesus Tinoco, RHP, Colorado Rockies (Profile) Level: Double-A Age: 23 Org Rank: NR FV: 40 Line: 6 IP, 3 H, 0 BB, 1 R, 7 K
Notes
Tinoco didn’t make the Rockies’ offseason list, as I thought he had an outside shot to be a reliever but little more. His strikeout rate is way up. He still projects in the bullpen, sitting 93-95 with extreme fastball plane that also adds artificial depth to an otherwise fringe curveball. He’ll probably throw harder than that in the Futures Game.
Notes
MacGregor is a projection arm who is performing thanks to his ability to throw his fastball for strikes, though not always where he wants. His delivery has a bit of a crossfire action but is otherwise on the default setting and well composed, with only the release point varying. It’s pretty good, considering many pitchers with MacGregor’s size are still reigning in control of their extremities. MacGregor’s secondaries don’t always have great movement but should be at least average at peak. He projects toward the back of a rotation.
Austin Cox, LHP, Kansas City Royals (Profile) Level: Short Season Age: 21 Org Rank: HM FV: 35 Line: 5 IP, 3 H, 0 BB, 1 R, 10 K
Notes
Cox, Kansas City’s fourth-rounder out of Mercer, has a 23:3 strikeout-to-walk ratio in 11.2 pro innings. He put up goofy strikeout numbers at Mercer, too, but struggles with fastball command. He’s a high-slot lefty who creates tough angle on a low-90s fastball, and his curveball has powerful, vertical shape. It’s likely Cox will be limited to relief work due to fastball command, but he could be very good there, especially if the fastball ticks up in shorter outings.
Notes from the Field
Just some pitcher notes from the weekend here. I saw Rangers RHP Kyle Cody rehabbing in Scottsdale. He was 94-96 for two innings and flashed a plus curveball. Joe Palumbo rehabbed again in the AZL and looked the same as he did last week.
Cleveland has another arm of note in the AZL, 6-foot-1, 18-year-old Dominican righty Ignacio Feliz. He’s one of the best on-mound athletes I’ve seen in the AZL and his arm works well. He sits only 88-92 but that should tick up as he matures physically. His fastball has natural cut, and at times, he throws what looks like a true cutter in the 84-87 range. He also has a 12-to-6 curveball that flashes plus.
Feliz could develop in a number of different ways. Cleveland could make a concerted effort to alter his release so Feliz is more behind the ball, which would probably play better with his curveballs. Alternatively, they might nurture his natural proclivity for cut and see what happens. Either way, this is an exciting athlete with workable stuff who doesn’t turn 19 until the end of October.
Between 15 and 18 scouts were on hand for Saturday night’s Dodgers and Diamondbacks AZL game. That’s much more than is typical for an AZL game, even at this time of year, and is hard to explain away by saying these scouts were on usual coverage. D-backs OF Kristian Robinson (whom we have ranked No. 2 in the system) was a late, precautionary scratch after being hit with a ball the day before, so he probably wasn’t their collective target. Instead, I suspect it was Dodgers 19-year-old Mexican righty Gerardo Carrillo, who was 91-96 with a plus curveball. I saw Carrillo pitch in relief of Yadier Alvarez on the AZL’s opening night, during which he was 94-97. He’s small, and my knee-jerk reaction was to bucket him as a reliever, but there’s enough athleticism to try things out in a rotation and see if it sticks.
Ian Kinsler was awarded his only Gold Glove in 2016. He’s been deserving of several more. Presenting at SABR’s national convention last weekend, Chris Dial shared that Kinsler has topped SABR’s Defensive Index at second base in five separate seasons, and on three other occasions he ranked as the runner up. Another metric is equally bullish on his glove work. Since breaking into the big leagues in 2006, Kinsler has 115 Defensive Runs Saved, the most of anyone at his position.
I asked the 36-year-old Angel if he was aware of how well he stacks up by the numbers.
“I secretly knew that,” smiled Kinsler, who then proceeded to balance appreciation with a touch of old-school skepticism for defensive metrics.
“It’s always nice to be valued in one way or another,” acknowledged Kinsler, who spent eight seasons in Texas, and four more in Detroit, before coming to Anaheim. “I don’t know if analytics are always correct. They don’t take into account everything this game offers, and I don’t know if they ever will, but to be thought of in that regard is flattering.”
Kinsler credits hard work, as well as the tutelage of coaches and teammates, for his having developed into a plus defender. Read the rest of this entry »
Notes
Hearn’s peripherals (27.5% K, 9.3% BB) are exactly the same as they were last year when he was in High-A. He’s a little old for Double-A, but that matters less for pitchers and Hearn’s early-career injuries set back his development pretty significantly. He’ll flash a 55 slider and average changeup, and he throws enough strikes to start, though he’s not overly efficient. He was up to 97 last night and projects as a fourth starter or late-inning reliever. Here are his swinging strikes from yesterday…
Colin Moran was at a crossroads. The 2016 season was over, and the left-handed-hitting third baseman had just slashed .259/.329/.378, with 10 home runs and 124 strikeouts, in Triple-A. His pair of big-league cameos had been every bit as abysmal — in 25 plate appearances for the Houston Astros, he logged three base hits and one free pass. Truth be told, the sixth-overall pick in the 2013 draft had essentially gone from prospect to suspect due to his lack of production.
Moran recognized that fact. Moreso, he did something about it. As Tony Kemp, his former teammate, related to me last fall, Moran came to the conclusion that his “swing doesn’t play in the big leagues,” and told his hitting coordinator, “I need to switch something.”
He did just that, and the results speak for themselves. Moran returned to Triple-A in 2017 and slashed an eye-opening .301/.369/542, with 18 home runs in only 350 at-bats. (A facial fracture, courtesy of a foul ball, knocked him out of action for six weeks.) His turnaround season included seven games with the eventual World Series champs, for whom he went 4-for-11 and hit first MLB long ball.
The 25-year-old University of North Carolina product is now a Pittsburgh Pirate, having been traded from Houston to the Steel City this past January in the five-player Gerrit Cole deal. In 248 plate appearances for his new club, Moran is hitting .265/.347/.419 with seven home runs. He shared the story of his career-altering adjustments prior to a recent game at PNC Park.
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Colin Moran: “In a perfect world, I would have made the changes earlier. That’s something I think about a lot. It often takes a bad year to get to, ‘Alright, let’s change some stuff, let’s figure out what works,’ and unfortunately that’s what happened with me. It’s preferable to think forward rather than wait for that bad year.
“My swing was off when I got called up in 2016. Things didn’t feel all that great with it — I didn’t know why — and I got exposed, especially at the top of the zone. I remember my first at-bat. You kind of know in the batter’s box when guys are attacking a weakness, and the first few pitches were up and in. It was like, ‘Man.’ Read the rest of this entry »
Notes
Sunday was Palumbo’s first start back from Tommy John surgery. He was into the mid-90s with a plus curveball before the injury, which caused him to miss all of 2017. Yerry Rodriguez (more detail here) had a second strong outing in relief of Palumbo, striking out seven in six innings of four-hit, one-run ball. Video of Rodriguez appears below.
Pitchers learn and develop different pitches, and they do so at varying stages of their lives. It might be a curveball in high school, a cutter in college, or a changeup in A-ball. Sometimes the addition or refinement is a natural progression — graduating from Pitching 101 to advanced course work — and often it’s a matter of necessity. In order to get hitters out as the quality of competition improves, a pitcher needs to optimize his repertoire.
In the fourteenth installment of this series, we’ll hear from three pitchers — Yoshihisa Hirano, Joe Musgrove, and James Paxton — on how they learned and/or developed a specific pitch.
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Yoshihisa Hirano (Diamondbacks) on His Splitter
“I started throwing it when I turned pro in Japan. The truth is, when I was in college, I was able to get hitters out without having a splitty. A fastball and a slider was enough. When I got to the pros, there was a lot of talk of needing a pitch that comes down and about how there’s more success with that pitch. I started toying with it a little bit my last year of college, and when I got to the pros I started using it.
“Kazuhiro Sasaki was a big splitty-forkball thrower. There are some books about him, and I studied those. No one really taught me anything. I just went out and started playing with it, checking the books on how he grips it. I found a grip that was comfortable for me. There are some guys who throw it the same way, but there are other pitchers in Japan who grip it differently, too. They have a different placement within the seams.
