Jay Jaffe FanGraphs Chat – 9/26/23

2:03
Avatar Jay Jaffe: Good afternoon, folks, and welcome to my final chat of the 2023 regular season. I’ve got a piece today on the Astros’ September struggles (https://blogs.fangraphs.com/for-one-night-at-least-justin-verlander-st…) and yesterday dared to question the rush to anoint Ronald Acuña Jr. MVP by writing about the role of versatility in Mookie Betts’ candidacy (https://blogs.fangraphs.com/mookie-betts-versatility-has-enriched-his-…). Anyway, let’s get to it…

2:04
Jason N: Snell about to get CY award #2, but I’ve never seen him in a HoF discussion.  His awards will be pretty far apart (about 5 years).  Is this unprecedented to have a player with some far apart peak years but very little in between?

2:11
Avatar Jay Jaffe: I think it’s mostly pretty early to entertain a serious Hall of Fame discussion about any starter beyond the big four (Kershaw, Verlander, Scherzer, Greinke) and Cole, and that goes for Snell, who hasn’t even reached 1,000 innings (he’s at 992.2. The shape of his career thus far is unusual in that his two Cy-Caliber seasons account for about 63% of his 21.1 career bWAR; his third-best season by that measure was last year, worth just 2.1 WAR. I’m not sure I can find a good parallel offhand, in that even two-time CY winner Denny McClain had a 4.6-WAR season in 1965, three years before the first of his back-to-back awards. But among HOFers, Jim Kaat going 11 seasons between 5.0-WAR years (1962 and ’74) stands out, though he had some with 4+ WAR in that span

2:11
Fletcher: After the Kershaw/Verlander/Scherzer/Greinke group is inducted, how long will it be until the writer’s elect another SP? Do you think someone like Cole will get serious traction or will the reduced workloads be too much of a barrier?

2:12
Avatar Jay Jaffe: I think Cole will have serious traction if he stays healthy. Good chance to reach both 200 wins and 3,000 strikeouts (he’s at 144 and 2,147 now). It’s who comes after that that’s the question.

2:14
KC Pain: Will the Orioles have enough room for all their potential banging at the door in the minors or will they have to make a move or two?

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For One Night at Least, Justin Verlander Stops the Astros’ September Slide

Joe Nicholson-USA TODAY Sports

If Houston has a problem, that notion was put on hold for at least one night. Having lost four straight three-game series, three to lousy teams, the Astros arrived in Seattle sporting just a half-game lead over the Mariners for the third AL Wild Card spot, 2.5 games behind the Rangers. Fortunately for the Astros — for whom quality starting pitching has suddenly been in short supply this month — Justin Verlander played the stopper, shutting out the Mariners on two hits over his first eight innings in a 5-1 win.

Facing a team that owns the majors’ second-highest wOBA against four-seamers (.377), the 40-year-old Verlander dialed down his fastball usage in favor of his curve, and retired the Mariners in order in seven of his innings. He struck out the side in the second and fourth innings, and got into trouble only in the third, when Dominic Canzone and Josh Rojas hit back-to-back singles and J.P. Crawford followed with a walk. Verlander escaped that jam by inducing Julio Rodríguez to ground into a double play.

By that point, the Astros led 4-0, having banged out three second-inning runs against Luis Castillo via a trio of hard-hit balls from Mauricio Dubón, Martín Maldonado, and Jose Altuve, with Yordan Alvarez adding a fourth-inning homer. From the double-play ball through the end of the eighth, Verlander retired 16 straight Mariners. Given the intact shutout and a pitch count of just 91, manager Dusty Baker sent him out to start the ninth, but Rojas’ double into the right field corner ended Verlander’s night, and Bryan Abreu closed things out, though Rojas came around to score. Verlander struck out eight, benefited from a pair of diving stops by first baseman José Abreu, and allowed just six hard-hit balls out of 18 in play, none of them barrels. Read the rest of this entry »


Kenta Maeda on Evolving as a Pitcher

Kareem Elgazzar/The Enquirer/USA TODAY NETWORK

Kenta Maeda has had a stellar career on two continents. Now in his seventh big league season — three with the Minnesota Twins preceded by four with the Los Angeles Dodgers — the 35-year-old erstwhile Hiroshima Carp has a 2.95 ERA and a 162-115 won-lost record between NPB and MLB. He’s been as good as ever in September. The Osaka native has been credited with a win in each of his last three decisions while allowing just four runs over 17-and-two-thirds innings. When he next takes the mound it will be with a 4.28 ERA and a 3.96 FIP on the year.

Maeda discussed his evolution as a pitcher, and offered some thoughts on NPB, when the postseason-bound Twins visited Cleveland earlier this month. Daichi Sekizaki served as an interpreter for the interview.

———

David Laurila: How much have you changed as a pitcher since coming over from Japan?

Kenta Maeda: “The first couple of years I was pretty much just myself; I was the same pitcher that I was in Japan. After pitching here for several years, I know what the different hitters’ weaknesses are and when they are getting on to me. I ironed some things out and made adjustments to become better, to become the pitcher that I am today.” Read the rest of this entry »


Job Posting – Milwaukee Brewers – Data Engineer, Baseball Systems

Data Engineer, Baseball Systems

Location: Milwaukee, WI

Position Summary:
As part of Baseball Systems, the Data Engineer will collaborate with the High Performance team to assist in developing our athletes. This position will work closely with the Data Engineering team to maintain, enhance, and extend Brewers Baseball Operations data pipelines to meet baseball needs. This position will be responsible for collecting and transforming data from various sources (internal, league, vendors, etc), as well as preparing and distributing data for consumption by the department’s systems and analysts. The ideal candidate is an experienced data pipeline builder who excels at automating and optimizing data systems, with a strong preference for cloud experience.

Our Team:

  • Baseball Systems is the software backbone of Baseball Operations. We provide data and decision-making tools for analysts, coaches, and front office personnel to help win a World Series.
  • Our department consists of a team of data engineers and a team of software engineers who work across all different aspects of Baseball Operations providing support and tools relevant to each group.
  • We work directly with stakeholders in every department of Baseball Operations to ensure every project we work on drives value to the organization and helps us win more games on the field.
  • We help drive technical innovation to find new ways to solve baseball problems.

Essential Duties and Responsibilities include the following. Reasonable accommodations may be made to enable individuals with disabilities to perform the essential functions. Other duties may be assigned.

  • Design, build, and maintain robust and scalable data pipelines for collecting, processing, and storing data from diverse sources such as databases, APIs, and streaming services.
  • Collaborate with cross-functional teams to integrate data from different systems and ensure data consistency and quality.
  • Collaborate with data scientists, analysts, and other stakeholders to understand their data requirements and provide the necessary support and data access.
  • Implement data transformation and ELT (Extract, Load, Transform) processes to cleanse, aggregate, and enrich data for analytics and reporting.
  • Maintain comprehensive documentation of data pipelines, schemas, and processes for knowledge sharing and auditing purposes.
  • Develop and implement data quality checks and validation processes to ensure data accuracy and reliability.
  • Monitor and optimize data pipelines and database performance to meet business requirements and performance standards.
  • Identify, design, and implement internal process improvements.

Qualifications To perform this job successfully, an individual must be able to perform each essential duty satisfactorily. The requirements listed below are representative of the knowledge, skill, and/or ability required.

  • Experience with programming languages such as Python, Java, or Scala.
  • Experience with SQL, including writing and maintaining queries.
  • Experience in working with data warehousing solutions (e.g., AWS Redshift, Google BigQuery, or Snowflake).
  • Experience working with relational databases such as SQL Server and Postgres.
  • Familiarity with data integration and data pipeline orchestration tools (e.g., Apache Airflow, AWS Glue, Dagster).
  • Experience with version control systems (e.g., Git).
  • Experience with APIs, and data manipulation.

Preferred skillsThe skills listed below will help an individual perform the job, however they are not all required.

  • Experience with data analysis tools including Tableau, Chartio or similar.
  • Experience with cloud services including AWS, Azure, Google Cloud or similar.
  • Experience with DevOps concepts such as Continuous Integration and Continuous Deployment, using TeamCity, Jenkins or similar.
  • Experience with Docker or other containerization technologies.
  • Familiarity with Linux and non-Windows operating systems.
  • Familiarity with advanced statistical baseball concepts, including advanced statistics and player evaluation metrics.
  • Familiarity with SDLC, especially Agile or Kanban concepts.

What will you do each day?

  • Design and develop new features or maintain existing features in our internal web applications.
  • Squash bugs quickly.
  • Collaborate with Baseball Operations staff to plan new features and ensure requirements are met.
  • Develop walk-throughs for non-technical users to familiarize them with new features.
  • Watch baseball.

Our Pitch
You come here to make a difference. We are a purpose-led organization, focused on building an inclusive and engaging culture that fosters excellence, collaboration and ingenuity. We strive to be a model employer and cultivator of talent, empowering our teams to drive innovation through the inclusion of diverse thoughts, ideas and perspectives. We operate at the highest standard of excellence, investing in the development of our staff across all levels and embracing differences through a culture of respect and understanding.

We are proud to offer a highly competitive perks and benefits package including:

  • Exceptional health and dental rates, and fully covered vision package
  • 401(K) match and an additional annual contribution from the Club
  • Unlimited vacation time
  • Paid parental leave
  • Collaborative recognition program and incentives
  • Leadership development programming
  • Online educational platform for personal and professional development
  • Employee Resource Groups
  • Paid time off for volunteering
  • Year-round diversity, equity and inclusion training and development
  • Brewers Home Game tickets, promotional giveaways and other discounts!

For more information about our Crew, other benefits and insight into our Club culture please visit our Careers Page.

To Apply:
To apply, please follow this link.

The content in this posting was created and provided solely by the Milwaukee Brewers.


Quiet Brilliance, Loud Contact: The Duality of Kevin Gausman

Kevin Gausman
Tommy Gilligan-USA TODAY Sports

Last week, Michael King proved that moving him to the rotation was the best maneuver the Yankees have made in the entire second half by striking out 13 Blue Jays over seven innings. Somewhat lost in the shuffle, as has often been the case over the past few seasons, was Kevin Gausman’s dominance opposite King.

Gausman, who was perhaps better known for his firm fastball as a prospect, has really only taken off since the heater and splitter entered into a timeshare. After only using the split at a 35% clip in one year previously, he’s turned to it at least that often every year since 2021. This season, its usage is at a career-high 38.5%.

The Jays’ right-hander actually out-whiffed King on Wednesday, 17–16, with 11 swings and misses on the split. In terms of balls in play, both King and Gausman allowed just three at an exit velocity of 95 mph or harder. While the whiffs are staples of both pitchers’ games, the hard hits are especially noteworthy; King’s hard-hit rate on the season — 31.4% — ranks fourth lowest among pitchers with at least 90 innings, and Gausman’s, at 11.5 percentage points higher, ranks a paltry 108th. If you prefer barrel rate, King (6.8%) ranks 22nd lowest and Gausman (9.8%) 110th. Read the rest of this entry »


He’s Thrown One Major League Inning. Is Orion Kerkering Already One of the Phillies’ Best Relievers?

Orion Kerkering
Eric Hartline-USA TODAY Sports

You can understand the excitement around the Phillies at the moment; this is the defending National League champion, on the verge of clinching a home playoff series, with tons of nationally recognizable players.

But no amount of juice can replace the excitement of the new, because the most interesting player on this team is a relief pitcher who made his MLB debut on Sunday. In case you weren’t aware of him already, here’s Orion Kerkering.

If you follow either the Phillies or the minor leagues in the northeastern U.S., you’ve been waiting for this moment for months. If not, you’re probably wondering why anyone should care about a pitcher who’s clearly named after a spacefaring outlaw whose rakish charm and rough exterior belie the fact that deep down he has a heart of gold.

The Phillies are still paying a reputational penalty for running out some of the worst bullpens in MLB history in the late 2010s, but this current crop of relievers is perfectly serviceable — perhaps even more than that once Rob Thomson figures out how he wants to use his various swingmen in the playoffs. Kerkering has the potential to be the best of the bunch. After 12 pitches at the major league level, he might be that now. Read the rest of this entry »


Ben Clemens FanGraphs Chat – 9/25/23

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Tarik Skubal Is Pitching Like an Ace

Tarik Skubal
Gary A. Vasquez-USA TODAY Sports

The biggest news to come out of Thursday’s series opener between the A’s and Tigers in Oakland was the A’s gifting retiring future Hall of Famer Miguel Cabrera a bottle of wine valued at under $100 — a gift roundly criticized on social media for being both cheap and not particularly appropriate, given Cabrera’s history with alcohol abuse. It was the kind of story that is ripe for punchlines: a franchise whose much broader-scale cheapness is costing their loyal fans a beloved local team presents a thoughtless gift to fulfill an already awkward tradition before a meaningless game. But at least outside of Detroit, the ceremonial blunder may have overshadowed another outstanding performance from a pitcher who has quietly been one of the hottest in baseball since returning from injury in July: Tarik Skubal.

On Thursday in Oakland, Skubal faced 22 hitters and recorded 21 outs, using just 87 pitches. He struck out 10 of those 22, walked just one and allowed only a pair of singles, both of which were erased by double-play balls. No A’s hitter reached scoring position until the Tigers’ bullpen had taken over after Skubal’s seven scoreless frames. The two hits he gave up looked like this:

And this:

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Justin Steele (and Tommy Hottovy) on Justin Steele

Justin Steele
Kevin Sousa-USA TODAY Sports

Justin Steele has an uncommon pitch profile and an uncomplicated approach to his craft. He also has an outside chance of capturing this year’s NL Cy Young award. With two starts remaining (one if the Cubs clinch a Wild Card berth prior to Sunday’s regular-season finale), the 28-year-old southpaw is 16–5 with a 3.00 ERA and a 2.99 FIP over 168 innings. He’s not only been Chicago’s best pitcher, but he’s also been one of the best in the Senior Circuit.

Steele’s emergence as a frontline starter was portended by last year’s performance. While his won-lost record was an anything-but-eye-catching 4–7, his 3.18 ERA and his 3.20 FIP weren’t notably higher than this year’s marks. Moreover, his strikeout and ground-ball rates were actually better, as were his xFIP and HR/9. His BABIP was nearly identical. The only meaningful difference, on paper, was his walk rate, which at 3.78 was essentially double this season’s 1.88.

Prior to his last outing — a game in which he was BABIP’d to death by six consecutive fourth-inning singles — I approached Steele in Wrigley Field’s home clubhouse to get his thoughts on what has been an outstanding season. The following day, I asked Cubs pitching coach Tommy Hottovy about the pitch characteristics that make Steele a Cy Young contender.

———

David Laurila: Won-lost record and walk rate aside, a lot of your numbers aren’t all that different from last year’s. Are you more or less the same pitcher?

Justin Steele: “I would say that I’m better. The pitches are the same, I’m the same pitcher as far as that goes, but I’ve been more consistent this year. I’m not walking as many guys. I’m being competitive throughout the count, I’ve cut down on non-competitive pitches big time. So yeah, a lot more consistent.”

Laurila: Were you happy with last year?

Steele: “I think so. I was definitely happy with how I finished up [a 0.99 ERA over his last seven starts]. I felt like the entire season I was improving. That’s something that’s really important to me, always improving from start to start.”

Laurila: What’s behind this year’s improved consistency?

Steele: “I think it’s just more reps, getting more and more comfortable out there each time I take the ball. It’s like anything in life: you do it more and you get more comfortable doing it. You also get better at it.” Read the rest of this entry »


The 2024 Free Agent Tracker Is Here!

Our 2024 Free Agent Tracker is now live! There are currently close to 200 players on the list; more will be added following the postseason as decisions are made on 2024 options and teams begin to clear space on their 40-man rosters. The tracker will be regularly updated throughout the offseason as qualifying offers are made and accepted or rejected, and as free agents find their new homes.

You can filter by status (signed/unsigned), previous team, and signing team, and export the data for your own analysis. You can also sort by a player’s handedness, age, and 2023 WAR. Shortly after the postseason ends, projected 2024 WAR will be available, as well as the results of our annual contract crowdsourcing project, which include median contract total, years, and average annual value. Read the rest of this entry »