Job Posting: MLB – Senior Data Analyst, Baseball Data Platform

Senior Data Analyst, Baseball Data Platform

Our Baseball Data Platform team is looking for a Senior Data Analyst. The vision of the Baseball Data Platform team is to capture the story of baseball through its data. As a Senior Data Analyst at MLB, you will fulfill that vision with play-by-play and Statcast tracking data by supporting our customers, tracking and improving data quality, and leveraging data to deliver insights. You will partner closely with world-class software engineers, data scientists, and subject matter experts with the sports’ richest and most robust data at your fingertips.

Responsibilities

  • Investigate potential data quality issues both proactively and responsively
  • Lead large data initiatives focused on strategic R&D goals, including increasing the scalability of alerting and resolving of outlier data
  • Implement high impact process changes with our support team based on internal operations data and logging
  • Achieve comprehensive expertise in Baseball Data Platform. This includes knowing the schema, data lineage, and optimal usage patterns of all critical tables (e.g., pitch-by-pitch data, tracking data, weather data, etc.).
  • Respond directly to inquiries from MLB clubs, broadcasters, and MLB leadership
  • Define and enforce high standards for data documentation, code review, and statistical best practices within the R&D data team
  • Build optimized queries and statistical reports/models, as appropriate, to identify and detect trends and present findings to MLB and Club personnel
  • Design and produce reports delivering insights
  • Collaborate with the Statcast engineering, product, data science, and content teams to produce the next generation of storytelling metrics
  • Manage user accounts, permissions, and security protocols across key systems, ensuring compliance and data security standards are met
  • Test/validate new data and metrics, and contribute input to their development
  • Serve as the team’s go-to resource for complex data problems. This involves assisting teammates with debugging inefficient queries, locating obscure data points, and understanding nuanced data definitions.

Qualifications & Skills

  • 5+ years of experience with data related to baseball
  • Experience communicating professionally in a customer support role with technical and non-technical users
  • Critical thinking skills and the ability to apply analytical insights to create positive change
  • Self-motivated to seek out previously unidentified problems, resolve, and then scale them
  • Highly collaborative in nature and team-oriented
  • Proactive communicator with internal and external stakeholders
  • Substantive knowledge of SQL or similar database querying experience
  • Experience using R and/or Python for data analysis in a professional setting
  • Knowledge of data visualization software like Looker or Tableau preferred
  • Familiarity with baseball tracking systems, especially Statcast, is preferred
  • Familiarity with data pipeline tools and best practices for scheduled processing and ETL/ELT is a plus
  • Ability and desire to travel at times for baseball events and team meetings
  • A love of baseball!

Salary Range: $120,000 – $140,000 (Base Salary) + Bonus
As a candidate for this position, your salary and related aspects of compensation will be contingent upon your work experience, education, skills, and any other factors MLB considers relevant to the hiring decision. In addition to your salary, MLB believes in providing a competitive compensation and benefits package for its employees.

Top MLB Perks & Benefits

  • Competitive Benefits Package
  • Company 401K Contribution
  • Paid Time Off and Holidays
  • Paid Parental Leave
  • Access to Free Tickets to Baseball Games & MLB.TV
  • Discounts at MLB Store |  MLBShop.com
  • Employee Assistance Programs (EAP)
  • Onsite/Online Training & Development Programs
  • Tuition Reimbursement
  • Disability Benefits (short term and long term)
  • Life and Accidental Death Insurance
  • Pet Insurance

To Apply
To apply, please follow this link.

The content in this posting was created and provided solely by MLB.


Effectively Wild Episode 2416: Oh Say Can You WBC

EWFI
Ben Lindbergh and Meg Rowley banter about an “oppo taco” mention in Wake Up Dead Man, a run on free-agent relievers and the lack of late-inning options remaining on the market, when big free agents actually tend to sign, the Nationals’ youth movement in the front office and on the coaching staff, and the stacked USA WBC pitching staff, plus follow-ups on several subjects.

Audio intro: Ian H., “Effectively Wild Theme
Audio outro: Liz Panella, “Effectively Wild Theme

Link to Rian Johnson clip
Link to MLB.com on Weaver
Link to Williams message
Link to FG post on Keller
Link to Arizona gulls
Link to MLBTR on May
Link to Jimmy trailer
Link to Buzzfeed post on Jimmy
Link to remaining FA RP
Link to Nats youth story
Link to Nats youth story 2
Link to Nats youth tweet
Link to MLBTR on DeBartolo
Link to Butera quote
Link to Nats ticket settlement
Link to scouts lawsuit
Link to ump age study
Link to Sheehan research
Link to Raleigh award tweet
Link to USA WBC roster
Link to 2023 roster
Link to Trout WBC story
Link to announced players post
Link to Ben on WBC injuries
Link to Ben on more WBCs
Link to Grinch oral history
Link to roast beast
Link to MLBTR on Kim’s offer
Link to “Big Smooth” article
Link to Pomeranz post
Link to Calcaterra on the HoF
Link to ineligible list wiki

 Sponsor Us on Patreon
 Give a Gift Subscription
 Email Us: podcast@fangraphs.com
 Effectively Wild Subreddit
 Effectively Wild Wiki
 Apple Podcasts Feed 
 Spotify Feed
 YouTube Playlist
 Facebook Group
 Bluesky Account
 Twitter Account
 Get Our Merch!


RosterResource Chat – 12/18/25

Read the rest of this entry »


The Giants Start To Address Their Pitching Needs

Darren Yamashita-Imagn Images

The Giants have one thing so many other teams covet: a genuine ace to lead their starting rotation. Only one other starting pitcher has accumulated more WAR than Logan Webb over the last five years, and he’s eighth in baseball in park- and league-adjusted FIP over that same period. After posting the best season of his career in 2025, Webb will continue to lead the rotation in ‘26. The rest of the pitching staff, though, is rife with question marks. San Francisco took its first steps toward addressing some of those issues this week, signing Adrian Houser, Jason Foley, and Gregory Santos to bolster the depth across the staff.

On Tuesday, Houser agreed to a two-year, $22 million contract with a club option for a third year. He made a name for himself as a reliable backend starter and swingman for the Brewers across his first seven seasons in the big leagues, before bouncing around six different organizations over the last two years. Traded to the Mets during the 2023-24 offseason, Houser struggled to a 5.84 ERA and 4.93 FIP across seven starts and 16 relief appearances. He made a handful of minor league appearances in the Orioles and Cubs organizations during the remainder of 2024, then signed a minor league deal with Rangers last offseason. Texas never called him up, and so he opted out of that deal and signed a major league contract with the White Sox in May.

I don’t think anyone was expecting a big breakout once Houser joined Chicago’s starting rotation. For most of his career, both of his fastballs averaged around 93-94 mph, but his velocity had dipped a few ticks by the time he was 32 and pitching for the Mets. It was a surprise, then, to see him firing 95-mph four-seamers as a member of the White Sox.

Read the rest of this entry »


Dan Szymborski FanGraphs Chat – 12/18/25

12:01
Avatar Dan Szymborski: And we are here.

12:01
Avatar Dan Szymborski: Because we can’t be there.

12:02
Avatar Dan Szymborski: Can only be here.

12:02
Rick: The Phillies, Braves, and Mets have all made significant additions since their ZiPS projections were released. How do you view their division at this point in time?

12:02
Avatar Dan Szymborski: I don’t think hugely different; the Phillies I think are clearly better.

12:02
Avatar Dan Szymborski: But I haven’t released Mets yet!

Read the rest of this entry »


Dombrowski Hopes Brad Keller Can Snap His Spell of Bad Bullpens

Matt Marton-Imagn Images

Of the many haunted residences in New Orleans, one in particular comes with a very specific warning: Don’t walk under the gallery. (As a brief architectural aside, a gallery is like a balcony, but it’s held up by posts or columns that go all the way to the ground, as opposed to L-shaped supports attached to the side of the building. The posts allow galleries to extend farther out from the building, typically spanning the sidewalk below. Having a gallery rather than a balcony was, and to some extent still is, seen as a status symbol in New Orleans.) This home sits in the French Quarter, and without getting too far into it because the details are pretty horrific, and this article is ostensibly about the Phillies’ signing free agent reliever Brad Keller to a two-year $22 million contract, the place is said to be haunted by the torture victims of an exceedingly cruel socialite who owned the mansion in the early 1830s.

The spirits who linger remain very unhappy (deservedly so!), and they seem especially offended by the thrill-seekers looking to exploit their suffering in the hope of experiencing some sort of supernatural activity. Many who have sought to prove themselves unbothered by the notion of tangling with a few disgruntled ghosts have marched proudly down the sidewalk under the mansion’s gallery. They did not just find themselves temporarily spooked by a burst of cold air or the smell of rotting flesh. Rather, they found themselves cursed with long-term bouts of bad luck and, for years after the fact, continued to report disturbing encounters with other worldly forces.

Now, is this story exaggerated and sensationalized by the ghost tour industrial complex that exists in New Orleans? Probably. But nevertheless, as a former ghost tour attendee, I’m left wondering if at some point early in his career Dave Dombrowski wandered through a heavily haunted bullpen. Read the rest of this entry »


Nick Kurtz Is Baseball’s Premier Opposite-Field Blaster

Cary Edmondson-Imagn Images

Since the release of Statcast’s bat tracking metrics, I’ve been on a journey to try to marry the old school concept of reading swings with the new school insight that comes from swing data. I peruse leaderboards, oftentimes looking to the extreme leaders and laggards, to understand how my perception of a hitter’s swing aligns with his metrics. Starting at the extremes is fascinating because sometimes a hitter’s swing is extreme in a risky way, while at others, its outlier characteristics are part of what makes it effective. Sometimes, both are true!

For instance, Eugenio Suárez has the steepest attack angle in baseball, leaving him vulnerable at the top of the zone, but also propelling his power profile. Brice Turang has the most inside-out attack direction in the majors, which helps him make consistent contact against any type of pitcher, but also limits his ability to pull. Isaac Paredes makes contact farther out in front of the plate than anybody else, leading to the most aggressive pull swing in the game. And I could keep going! Vladimir Guerrero Jr.’s bottom-of-the-league attack angle allows him to pair contact with a gap-to-gap approach unlike any other hitter. Meanwhile, Freddie Freeman’s steep shoulders and chicken wing arms allow him to get his bat on plane for optimal contact at any height in the zone.

And then there’s Nick Kurtz. His entire swing profile is unique. For most hitters, it’s easy to see how their individual attributes and swing components lead to their overall output. With Kurtz, though, it takes much more digging to understand how his traits harmonize with one another to create the Rookie of the Year-winning performance we saw this year. So how does he do it? Let’s find out. Read the rest of this entry »


2026 ZiPS Projections: Seattle Mariners

For the 22nd consecutive season, the ZiPS projection system is unleashing a full set of prognostications. For more information on the ZiPS projections, please consult this year’s introduction, as well as MLB’s glossary entry. The team order is selected by lot, and the next team up is the Seattle Mariners.

Batters

The Mariners have had some pretty awesome teams throughout their history, but the World Series has eluded them. Prior to this year, the team had topped out with six-game ALCS exits in 1995 and 2000, and while they missed the Fall Classic again in 2025, they at least set a new high water mark, with a bad seventh inning in Game 7 of their Championship Series against Toronto all that stood between them and a date with the Dodgers. Seattle will largely run it back in 2026, with most of the 2025 team returning for another go.

Looking at the offense, there’s surprisingly little to complain about too strenuously here, and I’m a man known for complaining about things I don’t like. Of the team’s three big hitters who reached free agency this winter — Josh Naylor, Eugenio Suárez, and Jorge Polanco — ZiPS believes that Seattle retained the right one. Naylor provides production at first base that the Mariners can’t replace and have needed for a long time; the M’s have gotten less than one combined win out of their first basemen in nine of the last 20 seasons. Remember how long Evan White was the future of the position? Suárez still projects decently at third, but he’s also five years older than Naylor, and ZiPS sees Ben Williamson and Colt Emerson as being fine at the hot corner, provided the defensive projections are accurate. ZiPS thinks Williamson is one of the minors’ elite defensive third basemen, and that doesn’t clash at all with the scouting reports. Getting that defense is absolutely crucial, though, as he is unlikely to develop into a real plus with the bat, and while there’s more upside with Emerson, he was promoted aggressively this year and may need a consolidation season. Read the rest of this entry »


Angels Shock Baseball World With Sensible Free Agent Behavior

Kelley L Cox and Jeff Curry-Imagn Images

Bob Dylan can’t get no relief, but the Los Angeles Angels don’t have that problem. They just signed two veteran pitchers, Drew Pomeranz and Jordan Romano, to one-year deals worth $4 million and $2 million, respectively.

I’m starting to get worried that the Angels are becoming orthodox. For most of this decade, there have been two teams — the Angels and Rockies — that you could count on to be truly iconoclastic. The other 28 clubs differed from each other mostly due to flavor of ownership: How many resources their boss was willing to commit to the cause, and what time pressure, if any, was being placed on the executives to win. (It’s probably more like 27 other teams now, with the Buster Posey Era underway in San Francisco, though that’s another story.)

But for the most part, the way you run a baseball team is you hire some business school goon, give him a budget and a list of goals, and let him cook. He then goes out and hires as many quants and biomechanics experts as he can, and let the chips fall where they may. Read the rest of this entry »


Chris Martin Runs It Back With the Rangers Once More

Raymond Carlin III-Imagn Images

If you’re a regular FanGraphs reader, then you know that this week, the week after the Winter Meetings, is a week for roundups. The Rangers make a couple moves on a Friday? I’ll bundle them into one snug article. A passel of lefties comes off the board on a Tuesday? Michael Rosen will arrange them into a tidy bouquet. A couple teams talk themselves into believing that they could be the ones to figure out Josh Bell and Adolis García? Michael Baumann will slam his head into the wall repeatedly for our amusement. That’s how it goes.

On Wednesday, Chris Martin, the big, 39-year-old middle reliever from Texas, signed up for one last rodeo with his hometown Rangers. As with many minor deals, no one has reported how much Martin will be paid for the 2026 season. The news seemed all but destined to occupy one quarter of a reliever roundup, but I’d like to give Martin single billing here, because I don’t think we’ve done a good enough job of celebrating just how good he’s been. Let’s start at the beginning. Read the rest of this entry »