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.

In a slightly unexpected but not at all shocking move, the Tampa Bay Rays sent first baseman Ji-Man Choi to the Pittsburgh Pirates last Thursday in exchange for low-minors pitching prospect Jack Hartman. The move was a little surprising, at least to those not familiar with Tampa Bay’s 40-man picture. Choi is a talented, inexpensive player who played a clear role for the Rays. He established himself as a fan favorite at Tropicana Field over the past five years, and there was a brief time this offseason (for about four or five hours) when he was the longest-tenured position player in Tampa. He has no clear successor in the Rays organization. Even Choi himself seemed to be caught off guard by the move. The swap was rather unexpected from a Pirates perspective, too. I can’t say I thought we’d see a rebuilding team send away a prospect for a veteran in one of the first noteworthy trades of the offseason.

Upon closer inspection, however, it’s easy to see why both teams swung this deal. The Rays have a surplus of young players in the majors who need playing time and a surplus of young players in the minors who will be eligible for the Rule 5 Draft this December if they aren’t added to the 40-man roster. Choi is a known quantity on the wrong side of 30 who doesn’t offer much in the way of positional flexibility – aside from the occasional full split at first base, that is. This is more than a simple salary dump on Tampa’s part; they have better ways to use Choi’s roster spot, an unfortunate reality for fans who grew to love his joyful attitude and impassioned bat flips. As for Pittsburgh, they finished the 2022 season without a regular first baseman and needed to find someone to fill that hole. They may not be contenders, but they still have to play 162 games, and adding another good bat to the middle of the lineup will make those games far more watchable. As an added bonus, if everything goes right, the Pirates could find themselves sneaking into contention in a weak NL Central division. Adding Choi would look like a brilliant move in retrospect. More likely, the Pirates will fall out of contention by the trade deadline and flip Choi for a lottery ticket or two. Read the rest of this entry »

Who was the Nationals’ best player in 2022? Before you try to answer, I should acknowledge that this is not a fair question to ask. For starters, it’s a trick question. More importantly, you haven’t been watching the Nationals. You’ve been doing the best you can to avoid even thinking about the Nationals. That’s called self-care, and I commend you for it. Even the Nationals’ general manager called it “a daily grind to come here and lose baseball games.” He also called trading Juan Soto a “courageous move by ownership,” so maybe don’t listen to him.

Regardless, go ahead and give it a shot! Keibert Ruiz would be a reasonable guess. The promising young catcher posted 1.7 WAR this season. You could also be forgiven for going with Joey Meneses, who put up 1.5 WAR in just 228 plate appearances since his promotion in August. Read the rest of this entry »

I have a history with Malcom Nunez. I started writing about baseball in 2018. I was a long-time Cardinals fan, but knew basically nothing about the outer reaches of the farm system, like many lifelong but inherently casual fans. And I was drinking from the firehose of second-wave sabermetrics; I’m inherently biased to think statistics can help me make sense of the world, and the language of numbers was a familiar and welcome sight in my baseball analysis.

Nunez set the DSL on fire that summer. He hit .415/.497/.774, which hardly sounds like a real baseball line. He had more extra-base hits than strikeouts. This was the new hitting god the Cardinals deserved, the next heir to the Pujols mantle. Doing that at age 17 when I was just learning the ropes left an indelible impression in my mind. I heard explanations for why he shouldn’t be a top prospect — he was a man among boys, he was bound for first base, there wasn’t much development left in him, he was simply so far away from the majors — but in my heart I didn’t really believe them.

I’ve changed. These days, I understand completely why factors like that are important context, and often more important than the numbers themselves. I know not to trust such a short sample, or at least to discount it heavily in my mind. Nunez has been a perfectly fine prospect — 18th-best on the Cardinals, per The Board — but not the world-beater I dreamed up four years ago. He’s played the entire season at Double-A Springfield, and while he’s put up an above-average batting line at first base, his best highlights have been on the receiving end of some crazy Masyn Winn throws. Still, when I see Nunez’s name, some small part of my brain still goes “ooh, that guy’s great!” So when the Cardinals traded him yesterday, I had to write about it.

The full deal: St. Louis sent Nunez and swingman Johan Oviedo to the Pirates in exchange for José Quintana and Chris Stratton. It is, in many ways, a standard trade of currently useful pitching for potentially interesting players. It’s also a move that shouldn’t stand on its own. Let’s break down each part. Read the rest of this entry »

The trade deadline is nearly here and once again, team behavior will be affected by 40-man roster dynamics. Teams with an especially high number of currently-rostered players under contract for 2023 and prospects who need to be added to the 40-man in the offseason have what is often called a 40-man “crunch,” “overage,” or need to “churn.” This means the team has incentive to clear its overflow of players by either packaging several to acquire just one in return, or by trading for something the club can keep — international pool space, comp picks, or, more typically, younger players whose 40-man clocks are further from midnight — rather than do nothing and later lose some of those players to waivers or in the Rule 5 Draft. Teams can take care of this issue with transactions between the end of the season and the 40-man roster deadline in November, but a contending team with a crunch has more incentive to do something before the trade deadline so the results of those deals can bolster the club’s ability to reach the postseason.

In an effort to see whose depth might influence trade behavior, I assess teams’ 40-man futures every year. This exercise is done by using the RosterResource Depth Chart pages to examine current 40-man situations, subtracting pending free agents using the Team Payroll tab, and then weighing the December 2022 Rule 5 eligible prospects (or players who became eligible in past seasons and are having a strong year) to see which clubs have the biggest crunch coming. I then make an educated guess about which of those orgs might behave differently in the trade market as a result.

Some quick rules about 40-man rosters. Almost none of them contain exactly 40 players in-season because teams can add a player to the 40 to replace one who is on the 60-day injured list. In the offseason, teams don’t get extra spots for injured players and have to get down to 40 precisely, so if they want to keep some of their injury fill-ins, they have to cut someone else from the 40-man to make room. Read the rest of this entry »

In what has been a relatively quiet July so far on the trade front, the Mets made two minor trades over the weekend, both with the Pirates. First, they picked up designated hitter Daniel Vogelbach in return for reliever Colin Holderman. In a separate transaction, Pittsburgh also sent catcher Michael Perez to Queens in return for the team’s favorite kind of player: cash.

As a power-and-walks hitter without much defensive value, Vogelbach was not a favorite of prospect-watchers, but the internet at least partially fell in love with him due to his Rubens-esque proportions. While his major league career hasn’t exactly resulted in any Large Adult MVP memes, he’s established himself in the big leagues as a power-hitting DH, albeit one with a fairly limited role. You don’t want him in a game against a left-handed pitcher, and ideally, you don’t want him standing in the field with a glove, either. If you need a part-time DH who can also come off the bench and ruin a right-handed reliever’s evening, though, then Vogelbach is your man. His .228/.338/.430 triple-slash in Pittsburgh is hardly eye-popping, but in 2022, that’s enough to get you a perfectly serviceable wRC+ of 118.

As a Met, Vogelbach’s line should look even better than that, as he’s joined a team that has less of a reason to let him face lefties. With an extremely thin roster, the Pirates started him 14 times against left-handed starters, about 40% of the time. They had no lefty-masher on hand to serve as a complement to Vogelbach, and when he wasn’t starting, they regularly turned to Yoshi Tsutsugo, another left-handed hitter, or used the position to rest other players. The Mets, on the other hand, are quite content to use J.D. Davis against lefties — he’s started all 35 games against them — and appear to have finally decided that his best position is DH. If Dominic Smith had been hitting at all, a trade like this would not have been necessary, but with a .560 OPS this year after last year’s .667, the team is basically at wits’ end when it comes to getting consistent production out of him. I’d actually be surprised if Smith is on the roster after the deadline, and at this point, a divorce may be best for both parties. Read the rest of this entry »

Jordan Lyles plays for a Baltimore Orioles team that stands 34-39 and is currently projected to finish 72-90. For the 31-year-old right-hander, that qualifies as more of the same. Lyles is in his 12th big-league season, and not once has he played a full year with a team that finished above .500. Moreover, he’s been on four clubs that lost 100-plus games. The worst of the worst was the 2013 Houston Astros, who went 51-111, a staggering 45 games out of first place.

The three seasons in which he’s played for multiple teams haven’t been much better. In each of those years, one of the two clubs he took the mound for ended up losing over 90 games. To date, Lyles has never pitched in the postseason.

That he never anticipated such a dearth of winning would be stating the obvious. Selected 38th-overall in 2008 out of a South Carolina high school, Lyles entered pro ball with the same lofty hopes and dreams as his draft-class peers. When you’re young and talented, visions of championship glory come with the territory.

He did reach the big leagues in relatively short order. Seventeen when he signed, Lyles was a precocious 20 years old when he debuted with the Astros in 2011. His first outing was a harbinger of things to come. The fresh-faced youngster allowed just a pair of runs over seven innings, only to see the bullpen blow the lead, depriving him of a win. At season’s end, Lyles was 2-7, the team 56-106. Read the rest of this entry »

Last week, I took a look at the fascinating race for the American League Rookie of the Year award, where four of our top five preseason prospects who have made their major league debuts — three of them on Opening Day — are making for a packed and compelling competition. In the National League, the race is just as crowded, though there isn’t a clear-cut favorite. And while the race in the AL is filled with top prospects, there are far more surprises and underdogs in the NL.

Before we get into the details, here’s some important context from that previous article:

When Major League Baseball and the Major League Baseball Players Association signed a new Collective Bargaining Agreement this offseason, it included some interesting provisions designed to combat service time manipulation. Top prospects who finish first or second in Rookie of the Year voting will automatically gain a full year of service time regardless of when they’re called up, and teams that promote top prospects early enough for them to gain a full year of service will be eligible to earn extra draft picks if those players go on to finish in the top three in Rookie of the Year voting or the top five in MVP or Cy Young voting. The goal was to incentivize teams to call up their best young players when they’re ready, rather than keeping them in the minor leagues to gain an extra year of team control. So far, the rule changes seem to have had their intended effect: three of our top five preseason prospects, and 11 of our top 50, earned an Opening Day roster spot out of spring training.

Of those 11 top 50 prospects who started off the season in the major leagues, just five of them were in the National League. The highest-ranked player in that group was CJ Abrams (15), with the four others falling below 30th on our preseason list. That’s not to say that there’s a lack of highly regarded prospects making their debuts in the senior circuit; there have been a few more big call-ups since Opening Day, including our No. 8 prospect, Oneil Cruz, just a few days ago. Still, the differences between the two leagues are stark when you pull up the rookie leaderboards.

With that in mind, here are the best rookie performers in the NL through June 22:

Where the AL had a trio of top prospects leading the way, the NL has seven players firmly in front with plenty of others close behind. In that group, just Alek Thomas was ranked on our preseason top 100; the others were a mix of the unheralded, the very young, or those who had already lost their prospect sheen. Read the rest of this entry »

Josh VanMeter was in the news earlier this month for being put in an unfortunate position. A 27-year-old infielder with the Pittsburgh Pirates, VanMeter moved behind the plate in the eighth inning of a tie game when the team was forced to employ an emergency catcher. It didn’t go particularly well. Wearing the Tools of Ignorance for the first time since he was 14 years old, the Ossian, Indiana native took a foul tip off the mask, and Pittsburgh pitchers surrendered seven runs in his lone inning of unscheduled action.

There is more to VanMeter than his ill-fated notoriety. A 2013 fifth-round pick by the San Diego Padres who broke into the big leagues with the Cincinnati Reds in 2019, and who has since played for the Arizona Diamondbacks and now the Pirates, VanMeter is a bona fide hitting nerd.

In the latest installment of our Talks Hitting series, VanMeter sat down during a recent series at PNC Park to discuss the art and science of the craft.

———

David Laurila: You’re a hitting nerd…

Josh VanMeter: “I am. It all started back in 2016 when I was with the Padres. I was in the Cal League and having a pretty good year, then got promoted to Double-A San Antonio about halfway through. I had a hitting coach there named Johnny Washington — he’s the assistant with the Cubs now — and I’ll never forget. I was a guy who hit a lot of groundballs and would occasionally clip some homers, but I was super steep. Within a week, Johnny — who I still love to this day — was like, ‘Man, that ain’t gonna work.’ I was like, ‘What do you mean it ain’t gonna work?’ I was 21 and had been having some success. But he was right. That half season I was in Double-A, I really struggled. Read the rest of this entry »

It was weird, it was wild, it was perhaps a bit irresponsible, and it was certainly bittersweet. On Sunday in Pittsburgh, Reds rookie Hunter Greene was dominant, setting a career high for strikeouts and combining with reliever Art Warren to hold the Pirates hitless for the entire afternoon. Yet when it was all said and done, Cincinnati — which had won six out of its last nine after starting the season 3–22 — found a new way to lose, 1–0. Greene and Warren didn’t even get credit for an official no-hitter, combined or otherwise.

The game’s only run scored in the bottom of the eighth inning. After Greene issued a pair of one-out walks to Rodolfo Castro and Michael Perez to push his pitch count to 118 — oh, we’ll get to that — manager David Bell pulled him in favor of Warren, who walked Ben Gamel, then induced a chopper by Ke’Bryan Hayes. Second baseman Alejo Lopez briefly bobbled the ball, and while he still threw to shortstop Matt Reynolds in time to force Gamel, Reynolds’ throw to first base was too late to complete the double play.

The Reds themselves managed just four hits against starter José Quintana and relievers Chris Stratton and David Bednar, the last of whom set down the side 1-2-3 in the ninth. Thus they joined a short and dubious list, becoming just the fifth team to hold their opponents hitless for eight innings but lose because they were nonetheless outscored. Such efforts used to be considered no-hitters, but in 1991, MLB’s Committee for Statistical Accuracy tightened the official definition of the feat, ruling that those falling short of nine innings would not receive such a designation. That put the Reds in this company:

The most infamous of such games is that of Hawkins, who allowed four eighth-inning runs via a combination of three errors and two walks, all with two outs; he did walk five overall, so his outing was kind of a mess to begin with. Greene and Warren combined to walk six, but they were the only one of the five teams above to lose after eight hitless innings without being charged with an error as well. Congrats on discovering that new way to lose, I guess. Read the rest of this entry »