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 »


Mookie Betts Did It All in 2022 (Except Win the MVP Award)

Mookie Betts
Mark J. Rebilas-USA TODAY Sports

Last week, I wrote about the overcrowded NL MVP ballot. Eight different position players finished within 1.0 WAR of the top spot on our leaderboard, more than in any other year since WAR was introduced. The MVP nearly always goes to one of the top position players by FanGraphs WAR. Thus, this past year presented us with one of the most hotly-contested MVP races in recent memory, regardless of how voters ultimately cast their ballots.

To have so many worthy choices for the award is exciting, even if we already know that Paul Goldschmidt emerged as the winner, with Manny Machado and Nolan Arenado placing second and third, respectively. As I wrote last Friday, “such a close race between so many contenders compels us to look beyond the go-to methods we might normally rely on to pick a winner. It allows us to think about how we measure value. It’s a chance to get creative.” I don’t know about you, but that sounds like a fun challenge to me. Now, from the headline and the image at the top of this piece, you can already guess who I would’ve picked. But indulge me for just a moment longer so I can explain how I came to that decision. On a ballot full of deserving choices, how was I to single out one name as the most deserving of all? Read the rest of this entry »


Pitchers Hitting Is Dead, Long Live Pitchers Hitting

David Robertson
Charles LeClaire-USA TODAY Sports

Over the years, plenty of FanGraphs articles have started out with a writer clicking around on the leaderboards looking for something interesting. Only the truly great articles, however, come about when the writer distractedly clicks on the wrong leaderboard because they’re busy baking adorable miniature cakes. With that auspicious beginning, let’s talk about pitchers hitting in the era of the universal designated hitter.

We’ll start with a simple question: Who was the best hitting pitcher in 2022?

Did you think it was Shohei Ohtani? Oh sweet, naïve reader. You make me laugh. It wasn’t Ohtani. That would’ve been the right answer if the question had been, “Who was the best hitting pitcher in 2022 (minimum two plate appearances)?” But that wasn’t the question, and you have fallen right into my trap. (Don’t worry; nothing bad happens if you fall into the trap. In fact, there’s candy down there.) Read the rest of this entry »


FanGraphs Power Rankings: The Beginning of the Offseason

The hot stove is set to simmer while teams take stock of their roster situations and the free-agent market. That means it’s the perfect time to see how each team stacks up against each other. Because these rankings are entirely data driven (based on the Depth Charts projections), there will be some wonky placements, particularly for teams that had significant players leave via free agency earlier this month. Think of these as a glimpse at which teams are close to being ready for 2023 and which teams might have a lot of work to do before thinking about next season. We’ll run these power rankings a couple of times during the offseason as a way to check in on how teams are shaping up heading into Opening Day.

A reminder for how these rankings are calculated: first, we take the three most important components of a team — their offense (wRC+), their pitching (a 50/50 blend of FIP- and RA9-, weighted by starter and reliever IP share), and their defense (RAA) — and combine them to create an overall team quality metric. For these offseason power rankings, I’ve used each team’s projected stats based on their Depth Charts projections which are entirely powered by the 2023 Steamer projections at this point. I’ve also used the projected fielding component of WAR that appears on our Depth Charts projections as the defensive component for each team in lieu of RAA.

Tier 1 – Ready to Compete
Team Projected Record wRC+ SP- RP- Fld Team Quality
Braves 93-69 105 88 85 -0.7 170
Rays 92-70 109 94 97 1.2 168

With a young core locked up for years and very few holes on the roster, the Braves are essentially ready to run everything back in 2023. The biggest departure so far is Dansby Swanson; outside of him, Atlanta’s entire starting lineup and rotation will be returning in 2023.

The Braves’ biggest hindrance to improving their roster this offseason is their payroll, which is already butting up against the competitive balance tax. If they want to bring in a new shortstop or re-sign Swanson, they’ll either have to blow past the luxury tax threshold or find creative ways to cut costs. That appeared to be the reason behind trading away Jake Odorizzi last week. And with Vaughn Grissom’s strong rookie showing, there might already be a Swanson replacement in the organization anyway.

It’s surprising to see the Rays this high in the rankings, but their deep and flexible roster means they have few gaps to fill, and some good projections for their young core puts them already ahead of some of their closest division rivals. More importantly, the players they did lose to free agency all have in-house replacements already established or close to debuting — a big benefit of their robust development pipeline. That depth is a double-edged sword, however. Facing a 40-man roster crunch ahead of this week’s Rule 5 roster deadline, Tampa made four trades just in the last week, though none of them had much impact on the overall projections. Read the rest of this entry »


FanGraphs Audio: Joel Goldberg on the Rising Royals

Episode 1001

Hot Stove season is upon us and we are ready to start picking apart transactions, but not before we talk about the Kansas City Royals.

  • To kick things off, David Laurila welcomes Joel Goldberg, broadcaster and reporter for the Royals. David didn’t put Bobby Witt Jr. on his AL Rookie of the Year ballot this year, but he and Joel discuss how the best is certainly yet to come for the young phenom. The pair also talk about the underrated Scott Barlow, top prospect Maikel Garcia, the promise of a new ballpark, and how Kansas City was Salvador Perez’s town before it belonged to Patrick Mahomes. We also get insight into Dayton Moore’s legacy now that he has left the organization and J.J. Picollo has become the new president of baseball ops. [3:53]
  • In the second half, Ben Clemens is joined by Eric Longenhagen to talk about the early roster moving and shaking. The duo discuss glove-first center fielders who can’t hit enough for the majors, the Marlins struggling to develop players with a good approach at the plate, and Ben’s recent article about what would happen if pitching were a carnival game. Eric and Ben also banter about backstops, wonder how catchers who are good at framing will be valued going forward, framing vs. blocking, and if pop time is more important than accuracy when throwing to second base. [37:56]

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Audio after the jump. (Approximate 88 minute play time.)