Meet the New Shortstop, Moderately Different From the Old Shortstop

© Brad Penner-USA TODAY Sports

While the top of the celebrated free agent shortstop market has yet to roll into motion, the end of last week saw a flurry of action a little lower on the positional power rankings. The Yankees agreed to a one-year, $6 million deal with Isiah Kiner-Falefa, locking up his final season of team control. And as Friday afternoon progressed, four other teams linked up for an exchange of shortstops. A shortswap, if you will.

Gio Urshela went from the Twins to the Angels for 19-year-old pitching prospect Alejandro Hidalgo, Kyle Farmer went from the Reds to the Twins for minor league pitcher Casey Legumina, and Kevin Newman went from the Pirates to the Reds for reliever Dauri Moreta.
Read the rest of this entry »


A Chronicle of Indignity: Unjust Punchout Leaders

© Lindsey Wasson-USA TODAY Sports

Last week, I contemplated baseball as a carnival game. It gave me great joy because I think there should be more silly games in the world. It also gave me great joy because I got to spend hours watching beautifully located pitches, on a loop, for work. I wouldn’t necessarily recommend trying this yourself – bosses are wild these days – but trust me, it’s really fun.

Another thing I really enjoyed in writing that article was watching batters react to those perfectly placed pitches. One, in particular, stuck with me, so I snuck a piece of it into the piece. Here’s the full clip. In it, Vladimir Guerrero Jr. has either just realized he had a huge cryptocurrency position on FTX or been called out on strikes:

I love it. I love it so much. It makes me even happier that he wasn’t right. That was a strike! Everyone loves to think they’ve been wronged. Everyone has their own perspective. Vlad’s perception of the strike zone is surely that it smaller than the actual zone. In this case, the difference between perception and reality led to a delightful expression of disbelief. Read the rest of this entry »


Sunday Notes: Nolan Jones Hopes To Turn 4 O’Clock Into 7 O’Clock in Colorado

Nolan Jones might be ready to break out in Colorado, and turning 4 o’clock into 7 o’clock is how he would go about doing it. His time in Cleveland over — the Rockies acquired the rangy 6-foot-4 outfielder from the Guardians earlier this week in exchange for Juan Brito — Jones heads west with a swing that is, by his own admission, compact in the cage and too long in the batter’s box. Striking an effective balance between the two is an ongoing goal and a key to his future success.

“I’ve got really long levers, so I’m trying to simplify my moves and make them more efficient,” Jones told me earlier this summer. “Like anybody else, my moves become bigger in the game, and when your limbs are long, a two-inch move in the cage can become a six-inch move. My swings in the cage are those toned-down moves. I’m trying to be shorter to where, when they get bigger in the game, they’re right where I want them to be.”

Reaching his potential has been a frustrating endeavor for the 24-year-old. Selected in the second round of the 2016 draft out of Philadelphia’s Holy Ghost Preparatory School, Jones has ranked as Cleveland’s top prospect multiple times, and he was No. 51 in our Top 100 as recently as the spring of 2021. What has largely held him back is a penchant to swing-and-miss, a trait that accompanied him to the big leagues this season. Along with a .244/.309/.372 slash line over 94 plate appearances, the rookie had a 33% strikeout rate and a worst-on-the-club 71.6% Z-contact rate. Given the Guardians’ preference for hitters who can consistently put the ball in play, Jones no longer fitting into their plans comes as no surprise. Read the rest of this entry »


Effectively Wild Episode 1931: Big Batters Don’t Cry

EWFI
Ben Lindbergh and Meg Rowley banter about redefining the MVP award, FTX founder Sam Bankman-Fried’s unearthed baseball blogs, Billy Beane’s new role with the A’s, and the Braves’ spinoff from Liberty Media, plus a Past Blast from 1931. Then (30:27) they bring on listener and top-tier Patreon supporter Peter Bonney to discuss his baseball background and answer listener emails about baseball economics and the leaguewide effects of low-spending owners, an open-ended player to be named later, batters weeping intentionally, the art of arbitrary endpoints, PitchCom voice actors, how many MLB games are available via video, a team award for the regular season, how to order umpires by accuracy in the World Series, holistic Hall of Famers, and having to win three straight games to win the World Series.

Audio intro: Night Beats, “Crypt
Audio interstitial: The Claudettes, “Dozing in the Crypt
Audio outro: The Mother Hips, “Payroll Peter

Link to AL MVP results
Link to NL MVP results
Link to The Ringer FTX explainer
Link to Bloomberg on FTX
Link to Milky Eggs on FTX
Link to SBF’s baseball blog posts
Link to SBF’s first post
Link to SBF’s first pitcher-roles post
Link to SBF’s second pitcher-roles post
Link to SBF on fetishization of the old
Link to Dave Cameron’s pitching post
Link to SBF’s 2021 Twitter thread
Link to story on FTX lawsuit
Link to Ohtani/FTX press release
Link to Manfred on FTX
Link to MLBTR on Beane
Link to Liberty Media announcement
Link to Travis Sawchik on the Braves
Link to 1931 story source
Link to SABR on night baseball
Link to Jacob Pomrenke’s website
Link to Jacob Pomrenke on Twitter
Link to Peter’s THT articles
Link to Peter’s umpire presentation
Link to Peter’s Fenway presentation
Link to Peter’s company
Link to Kwan on strikeouts
Link to The Gist on polarization
Link to Sawchik on PitchCom
Link to Pujols homer reel
Link to Dayn on a team award
Link to the Stat Blast song
Link to the EW emails database
Link to Ryan Nelson’s MVP tweet
Link to MLBTR on Bellinger

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Job Posting: Pittsburgh Pirates – Fellows/Interns, Research & Development (Various Roles)

Fellows/Interns, Research & Development (Various Roles)

Location: Pittsburgh, PA
Full-Time/Part-Time: Contingent
Shift: Various Shifts

The Pirates Research & Development Team

We are a growing team committed to discovering new competitive advantages for the Pittsburgh Pirates. We are collaborative with high levels of communication, mentorship, inclusion, and engagement in ideas. We believe a diversity of perspectives is crucial to delivering championship-caliber R&D, and we encourage all interested candidates to apply if they meet some of the requirements or to reach out if they have questions about their qualifications.

Our hiring process includes an initial call and two rounds of interviews. It may involve a questionnaire but does not require a take-home project.

Job Summary
The Pittsburgh Pirates are seeking multiple fellows and interns to join the team’s Research & Development group. There is a single application for all positions, but candidates can specify particular areas of interest.

  1. Data Science Interns/Fellows: In this role, you will use your analytical and programming skills to conduct research, create models, and discover insights that impact all areas of Baseball Operations and R&D. You will learn how to demo your work to decision-makers and colleagues in a supportive environment. The ideal candidate is excited to deliver results on an impactful problem, applying strong quantitative skills to observational, tracking, and biomechanical data under the mentorship of the group’s analysts. Previous sports-specific research is not a requirement. Start dates are flexible.
  2. Major League Strategy and Data Fellow: This role will investigate strategic and skill-development questions as requested by ML staff and R&D. The ideal candidate will have a quantitative background and the ability to code in at least one programming language. Experience with a collegiate team, pro team, or training facility is a plus but not a requirement. In this role, you will use existing tools and your ability to code to answer questions and proactively identify opportunities. You will write and disseminate notes on Pirates players, monitoring progress versus goals or other baselines. Excellent communication and organizational skills are required. Those who are solutions-oriented and driven to find competitive advantages at the Major League level are encouraged to apply! The anticipated start date is by March 2023.
  3. Biomechanics Fellow: In this role, you will review and summarize biomechanical data collected across the organization. You will use strong written communication skills to alert cross-disciplinary groups to changes, opportunities, and other insights. You will also get hands-on experience working alongside coaches and other staff in training settings, as well as helping impact the organization’s future direction in the biomechanical space. The ideal candidate will possess both an academic foundation in sports biomechanics as well as experience in either a lab or in the field. The anticipated start date is by May 2023.
  4. Amateur Analyst and International Amateur Analyst Fellows: In this role, you will code and implement solutions to analyze amateur players. You will flag interesting players and prepare information from a multitude of data sources for deeper discussion. The ideal candidate will bring attention to detail in executing on in-season process while also adding creativity and open-mindedness to our processes. You should have a foundation in a quantitative field with experience coding in at least one programming language. Experience with analyzing players, particularly amateur players, is a plus but not a requirement. Being bilingual is also a plus but not required. The anticipated start date for the domestic amateur position is by February 2023.

Responsibilities:

  1. Analyze and interpret data, disseminating findings to stakeholders throughout the organization through a combination of written and verbal communication.
  2. Develop and deploy models, reports, and other tools.
  3. Answer questions from field staff and front-office personnel.
  4. Collaborate regularly with the entire R&D team.
  5. Think creatively!

The Pirates Why

The Pittsburgh Pirates are a storied franchise in Major League Baseball who are reinventing themselves on every level. Boldly and relentlessly pursuing excellence by:

  • purposefully developing a player and people-centered culture;
  • deeply connecting with our fans, partners, and colleagues;
  • passionately creating lifetime memories for generations of families and friends; and
  • meaningfully impacting our communities and the game of baseball.

At the Pirates, we believe in the power of a diverse workforce and strive to create an inclusive culture centered in Passion, Innovation, Respect, Accountability, Teamwork, Empathy, and Service.

Position Requirements:

Required:

  1. Authorized to work lawfully in the United States.
  2. Degree or demonstrated experience in a quantitative field such as mathematics, computer science, operations research, economics, statistics, physics, or data science.
  3. Interest in developing a passion for sports analysis, and/or competitive drive to discover advantages for the Pirates.
  4. Proficiency in at least one statistical programming language (e.g. R, Python).
  5. Current college sophomore or above.

Desired:

  1. At least a college junior (internship level) or senior/postgraduate (fellowship level).
  2. Bayesian/Hierarchical modeling.
  3. Optimization
  4. Computer vision (e.g. Open CV)
  5. Deep learning (e.g. TensorFlow)
  6. Physics

To Apply:
To apply, please follow this link.

The content in this posting was created and provided solely by the Pittsburgh Pirates.


Jay Jaffe FanGraphs Chat – 11/18/22

2:02
Avatar Jay Jaffe: Good afternoon, folks! Welcome to the first 2022-23 offseason edition of my chat. I’m not sure if this is the Hot Stove or the smoldering wreckage of Twitter, but here we are. I’ve been covering the Contemporary Baseball Era Committee ballot this week, with entries on Fred McGriff, Rafael Palmeiro, Albert Belle, and Don Mattingly, all of which you can get to via the nav bar here https://blogs.fangraphs.com/2023-contemporary-baseball-era-committee-c…

2:04
Avatar Jay Jaffe: Next up is Dale Murphy, which will run Monday because I added some Deep Thoughts that were brought about by the advent calendar of bad behavior by some of the others on this ballot. I also covered Anthony Rizzo’s return to the Yankees https://blogs.fangraphs.com/anthony-rizzo-heads-back-to-the-bronx/

2:04
Malcolm Nunez: Hi Jay is Goldy a lock for the Hall now?

2:06
Avatar Jay Jaffe: I was just looking at his page a little while ago, prompted by a similar question from MLB Network Radio pal Mike Ferrin. I wrote about Goldschmidt’s progress in mid-July (https://t.co/IydUWFrx7r) after which he continued to mash even with a September slump, which is why he’s the NL MVP

2:07
Avatar Jay Jaffe: Here’s how he looks via JAWS:

First Base (18th):
58.5career WAR |45.37yr-peak WAR |51.9JAWS |5.8WAR/162
  Average HOF 1B (out of 23):
    65.5 career WAR | 42.1 7yr-peak WAR | 53.8 JAWS | 4.9 WAR/162

2:08
Avatar Jay Jaffe: That peak score is 13th all time, nestled between Frank Thomas and Miguel Cabrera. I’d say that the heavy lifting for Goldschmidt is over, and that he’s on his way provided he gets the remaining 250 hits he needs to reach 2,000 (which he in all likelihood will)

Read the rest of this entry »


The Diamondbacks and Mariners Combine on One-for-One Swap

© Lindsey Wasson-USA TODAY Sports

Mini trade alert! Yesterday, the Seattle Mariners sent outfielder Kyle Lewis to the Arizona Diamondbacks in exchange for outfielder/catcher Cooper Hummel. That’s the entire exchange – no other players, no cash, just a one-for-one swap. It’s not terribly exciting, but its simplicity makes it easier to break down. Shall we?

Two years ago isn’t a lot, but considering all the ruckus that has occurred between then and now – and I’ll spare you the loathsome, often non-baseball-related details – it might as well be forever. That’s also when Lewis won American League Rookie of the Year. After a lengthy detour caused by persistent knee injuries, Lewis seemed on a sure path to becoming an integral part of an up-and-coming Mariners core. But the hardship continued into his sophomore season due to another tear to the same knee that had been bothering him for years; he played just 36 games in 2021. And if that wasn’t enough, the already battered Lewis, who began his 2022 on the injured list, was hit by a pitch a mere week after being called up in May. He recovered, but struggled immensely at the plate. Eventually, the Mariners sent him back down to Triple-A Tacoma, where he wrapped up a grueling season.

Laid in front of us are four fragmented seasons, including a cup of coffee in 2019, from which to evaluate Lewis. The truth is, it’s a tricky task. When samples are small and distant from one another, distinguishing the effects of injury from random variance and a possible decline in skill is about as productive as imagining “what could have been.” But from a projection system’s perspective, a short resume actually paints Lewis in a positive light. Steamer, for example, forecasts a .240/.323/.426 slashline and a 110 wRC+ for 2023, likely because of his recent minor league output and the fact that most of his major league experience comes from an award-winning rookie season. The ceiling of an everyday center fielder still exists, and a 116 wRC+ in Triple-A last season that wasn’t BABIP-driven is reason for optimism. Read the rest of this entry »


The 2023 ZiPS Projection Season Is Imminent

© Orlando Ramirez-USA TODAY Sports

The ghost of 18th-century statistician Thomas Bayes did not see his shadow, so we are about to launch this year’s 2023 ZiPS projections. As usual, this is a space to talk about some of the basics, answer a few common questions, and wax philosophic about the very nature of predicting baseball futures. A lot of the background can be found by reading MLB’s glossary entry for ZiPS, which gives most of the basics except for the origin story.

ZiPS is a computer projection system I initially developed in 2002–04; it officially went live for the 2004 season. The origin of ZiPS is similar to Tom Tango’s Marcel the Monkey, coming from discussions I had with Chris Dial, one of my best friends (my first interaction with Chris involved me being called an expletive!) and a fellow stat nerd, in the late 1990s. ZiPS moved quickly from its original inception as a reasonably simple projection system, and now does a lot more and uses a lot more data than I ever envisioned it would 20 years ago. At its core, however, it’s still doing two primary tasks: estimating what the baseline expectation for a player is at the moment I hit the button, and then estimating where that player may be going using large cohorts of relatively similar players.

Why is ZiPS named ZiPS? At the time, Voros McCracken’s theories on the interaction of pitching, defense, and balls in play were fairly new, and since I wanted to integrate some of his findings, I wanted my system to rhyme with DIPS (defense-independent pitching statistics), with his blessing. I didn’t like SIPS, so I went with the next letter in my last name, Z. I originally named my work ZiPs as a reference to one of my favorite shows to watch as a kid, CHiPs. I typoed ZiPs as ZiPS when I released the projections publicly, and since my now-colleague Jay Jaffe had already reported on ZiPS for his Futility Infielder blog, I decided to just go with it. I never expected that all of this would be useful to anyone but me; if I had, I would have surely named it in less bizarre fashion. Read the rest of this entry »


Boston’s Thad Ward Should Draw Interest in the Rule 5 Draft

© Kim Klement-USA TODAY Sports

Thad Ward should be of interest to several teams come next month’s Rule 5 draft. Currently no. 15 on our Boston Red Sox prospect rankings with a 40+ FV, the 25-year-old right-hander wasn’t added to the club’s 40-man roster — a decision that left Eric Longenhagen “a tad surprised.” Our lead prospect analyst explained that Ward “looked good in the Arizona Fall League, locating 92-94 mph fastballs while mixing in two above-average breaking balls… [and] looks like a possible bulk relief fit right now.”

Three years ago, Ward looked to be well on his way to securing a spot in Boston’s starting rotation. When he was featured at FanGraphs in October 2019, the 2018 fifth-rounder out of the University of South Florida had recently been honored as the organization’s Minor League Pitcher of the Year. According to then-Red Sox pitching analyst Brian Bannister, Ward was in possession of “a Chris Sale slider.”

But fate had its say. The 2020 minor league season was canceled due to the pandemic, and the following year, Ward underwent Tommy John surgery after making just two starts with Double-A Portland. By the time he returned to action this past July, he had essentially missed two-plus seasons. But while taking the mound again didn’t feel akin to jumping back on a bicycle for the righty, he did pitch well. In 51-and-a-third innings spread across four levels, Ward fanned 66 batters and allowed just 40 hits while logging a 2.88 ERA.

Ward discussed his comeback, including how his stuff compares to what it was pre-injury, during his stint in the Arizona Fall League.

———

David Laurila: You came back from Tommy John this year. Are you the same pitcher now that you were before going under the knife?

Thad Ward: “In some ways, yes. In some ways, no. I’ve matured a lot in terms of stuff I can’t control. I don’t get as upset over mistakes. That’s not to say my competitive edge has gone away, it’s more that I feel I’m channeling it in a better direction.” Read the rest of this entry »


Eric Longenhagen Chat: 11/18/22

12:04
Eric A Longenhagen: Hi everyone, hope you’ve had a good week. Please check out my East division 40-man deadline day thoughts if you have not, more is on the way next week, and then we’ll get into prospect lists.

12:04
Dan: Considering your top 100 ranks, do you see Joey Ortiz having a greater 2023 impact than Jordan Westburg?  Thanks!

12:06
Eric A Longenhagen: Not necessarily. If Jorge Mateo keeps playing well but Ramon Urias does not while Westburg keeps raking in the minors, then I could see a scenario where Westburg plays and not Ortiz.

12:07
Eric A Longenhagen: Ortiz skill foundation is partially his defense (the other is all the contact), and with the shift banned that becomes more important. His 50 FV is a bet on his long-term fit as an average everyday shortstop, Westburg certainly has more power than him, and his FV may change this offseason as my thoughts on what to do with these bat-first, shift-aided infield types solidifies.

12:08
Matt: Do you buy Jake McCarthy as an every day regular? I have a hard time believing his batted ball data will allow him to sustain his performance from last year

12:10
Eric A Longenhagen: I agree, even though he’s made some changes I think you have to lean on the xSLG, etc. to gauge how real the power output is. Probably a 4th OF type now, a half grade better than he was evaluated as a prospect.

Read the rest of this entry »