Developer Trainee, Baseball Systems

Location: Atlanta, GA
Status: Part time

Description:
The Atlanta Braves are looking to fill the position of Baseball Systems Developer Trainee. The Baseball Systems Developer Trainee position emphasizes software and web development as it relates to the Baseball Operations department. The Developer’s main responsibilities will be to build and enhance proprietary applications for displaying baseball information and visualizations, maintaining existing information management systems, and developing additional productivity tools to aid in Baseball Operations decision making. Candidates must have experience with application and/or web development, with interest in baseball and sports analytics research as a strong plus. The position will report to Assistant General Manager, Research and Development.

Responsibilities:

• Assist in developing and maintaining proprietary software used within the Baseball Operations department.
• Work with department stakeholders to develop, deploy and test applications within IT best practice parameters.
• Build relationships, communicate effectively, and gather feedback from Baseball Operations staff to build new platforms and improve existing systems.
• Perform other duties as assigned.

Required Qualifications:

• Past or expected BA or BS in Computer Science, Computer Engineering, or related technical field of study or equivalent work experience.
• Software development experience in one or more programming languages: Java, .NET, Python, JavaScript, C#, C/C++.
• Experience with database technologies and SQL. Microsoft SQL Server experience is a plus.
• Familiarity with using version control such as git.
• Ability to learn new technologies, including new coding languages.
• Strong work ethic, initiative, and the ability to solve technical problems.
• Ability to work flexible hours, including some nights and weekends as dictated by the Major League season.
• Must complete a successful background check.

Preferred Qualifications:

• Knowledge of current baseball statistics and analytics used in player evaluation a plus
• Experience with data visualization a plus.
• Solid fundamentals with HTML/CSS.
• Web development experience, especially with JavaScript (Node.js, Vue.js, React), or Python (Flask)
• Experience with big data techniques
• Exposure to Agile software development methodology. Kanban or Scrumban experience a plus.
• Familiarity with cloud developer tools
• iOS and/or Android app development
• Demonstrated software development work product.

To Apply:
To apply, please follow this link.

Trainee, Research & Development

Location: Atlanta, GA
Status: Part time

Description:
The R&D Analyst Trainee position will assist Baseball Operations decision-making through the analysis and research of baseball information. The day-to-day responsibilities of this position will revolve around using data analysis to provide insight into player evaluation, performance projection, roster construction, and all other facets of baseball operations decision making, with an emphasis on different areas of baseball operations depending on the baseball calendar and needs of the department. Ideal candidates will have a strong, demonstrated ability to answer wide-ranging research questions using data-driven methods. The position will report to Assistant General Manager, Research and Development.

Note: Applicants for full-time, full-season trainee, and summer intern (May-August) will be considered.

Responsibilities:

• Perform advanced statistical analysis on large datasets in order to assist in the decision making of the Baseball Operations department
• Develop and maintain models, software, reports, or any other information system developed during research
• Perform ad-hoc research projects as requested and present results in a concise manner

Required Qualifications:

• Strong foundation in the application of statistical concepts to baseball data, including familiarity with current state of baseball research
• Experience with (or clear ability to learn) SQL and relational databases
• Experience with statistical modeling software (Python or R preferred) and advanced statistical and machine learning techniques
• Ability to communicate technical findings to individuals with diverse baseball backgrounds (ability to create effective data visualizations is a plus)
• Ability to work flexible hours, including some nights and weekends as dictated by the Major League season
• Must complete a successful background check

Preferred Qualifications:

• Demonstrated statistical research in the sports analytics field
• Web development experience, especially with JavaScript (Node.js, Vue.js), or Python (Flask)
• Ability to and desire to learn other programming languages as needed
• Familiarity with big data techniques
• Exposure to cloud-based technology

To Apply:
To apply, please follow this link.

The Diamond Fellowship

Location: Atlanta, GA

Job Description:
An Atlanta Braves baseball operations fellowship set to provide around-the-horn opportunities in administration, operations, player development and scouting.

Position description includes but is not limited to:

• Support the Director, Baseball Administration with necessary tasks throughout the year including, but not limited to:
• Execution of contracts & compliance requests
• Familiarity with the major League roster and associated transactions
• Administration and logistics of the Baseball Operations Department
• Organize and maintain the player boards for the general manager and assistant general manager
• Provide written and verbal assessments on major and minor league players
• Potential exposure to the entirety of Baseball Operations including Amateur Scouting, Player Development, Major League Operations & Administration
• Assigned projects and research
• Program set to launch in January and will include minimal travel (i.e., Spring Training)

General Requirements:

• Knowledgeable in Microsoft Office and Basic coding knowledge in SQL or Python
• Must be detail oriented with excellent verbal and written communication experience
• Foundation in the application of statistical concepts to baseball data and the translation of data into actionable baseball recommendations
• Demonstrated track record in role as a self-starter
• Experience producing a reliable work product under adverse circumstances
• An effective listener-knowledge of how to discern the information needs of Baseball Operations
• Experience working with people of a wide variety of backgrounds and beliefs
• Be able to work extensive hours as dictated by the major league season schedule (including weekends and holidays throughout the season)
• Must be able to work in a team atmosphere and handle multiple projects at one time
• Bachelor’s degree in related field preferred
• Must complete a background check

Preferred qualifications:

• Additional programming experience with at least one scripting language is a plus
• Experience operating video technology

The Atlanta Braves organization is an equal opportunity employer.

• Like many companies, we realize that some members of historically underrepresented groups, for example women, may not have had the same opportunities as others in baseball operations supporting professional baseball organizations. We are seeking to utilize programs such as The Diamond as a way to increase diversity in our recruitment pipeline. While The Diamond can be sought by anyone who meets the qualifications of the programs, we especially encourage applications from members of historically underrepresented communities, including but not limited to women, Black or African American people, American Indians/Alaskan Natives, Hispanics (or Latinos), Native Hawaiians and other Pacific Islanders.
• Applicants who identify with a historically underrepresented group, including but not limited to Black/African American, Hispanic/Latinx, Indigenous/Native American, Persons of Color, or Women, are encouraged to apply.

To Apply:
Interested applicants should send their resumes to:TheDiamond@braves.com

The content in this posting was created and provided solely by the Atlanta Braves.

Ah yes, the postseason. As Jay Jaffe noted yesterday, it’s nothing like the regular season. Here, managers have to grind out every edge possible. Continuing a series that I started last year, I’ll be assigning managerial grades for each vanquished team. They’ll cover on-field managerial decisions: chiefly, lineup construction, pinch hitting, and pitcher usage.

My goal is to rank each manager in terms of process, not results. If you bring in your best pitcher to face their best hitter in a huge spot, that’s a good decision regardless of outcome. Try a triple steal with the bases loaded only to have the other team make four throwing errors to score three runs? I’m probably going to call that a blunder even though it worked out. Managers do plenty of other things – getting team buy-in for new strategies and unconventional bullpen usage behind closed doors is one I find particularly valuable – but as I have no insight into how that’s accomplished or how each manager differs, I can’t exactly assign grades for that.

Another thing I’m trying to avoid? Relying too much on “leaning on your trusted veterans.” That’s never really been a strategy I love without knowing the underlying data, but mentioning it lets me drop this delightful statistic: “proven veterans” Justin Verlander, Max Scherzer, and Charlie Morton each have a 13.50 ERA this postseason. That’s not in aggregate; each of them has that exact mark. The playoffs are about overpowering your opponent in big spots. Which pitchers and hitters teams use to do so is entirely up to them, but if the justification for a move is “but he’s a veteran,” I’m going to judge that decision harshly. Let’s get to it. Read the rest of this entry »

They ran roughshod over the league for six months thanks to an elite offense, great pitching, and exceptional defense, posting a win total that hadn’t been seen in decades. Yet a stretch of a few bad days in October sent them home, consigning them to the status of historical footnote and cautionary tale. Somebody else would go on to win the World Series.

Such was the fate of the 2001 Mariners, though everything above applies to this year’s Dodgers as well, who won 111 games — the most by any team since those Mariners, and the most by any NL team since the 1909 Pirates — but were bounced out of the playoffs on Saturday night. A Padres team from whom they had taken 14 out of 19 games during the regular season beat them three games to one in the Division Series because they got the clutch hits they needed while the Dodgers didn’t. The combination of an 0-for-20 streak with runners in scoring position that ran from the third inning of Game 1 to the third inning of Game 4 — after which they began another hitless-with-RISP streak — and some puzzling bullpen choices by manager Dave Roberts doomed them.

There’s been plenty of that going ’round. The Padres, who won 89 games this year, were facing the Dodgers only because they first beat the 101-win Mets in the best-of-three Wild Card Series. Earlier on Saturday, the defending champion Braves, who claimed the NL East title with 101 wins this year and like the Dodgers played at a better-than-.700 clip from June through September, were ousted by the Phillies. On Saturday evening, the 99-win Yankees let a two-run lead in the ninth slip away against the 92-win Guardians, pushing them to the brink of elimination, though they rebounded on Sunday night, pushing the series to a decisive Game 5 in New York.

Upsets in short postseason series are practically as old as postseason series themselves. In 1906, in the third modern World Series, the 93-win White Sox, a/k/a “The Hitless Wonders,” took down their crosstown rivals, the 116-win Cubs, four games to two. In 1954, the 97-win Giants beat the 111-win Indians in the World Series. In 1987, the 85-win Twins bumped off the 98-win Tigers and then the 95-win Cardinals. Last year, the 89-win Braves felled the 106-win Dodgers in the NLCS, then the 95-win Astros in the World Series.

Such unexpected wins are a cornerstone of baseball history. As MLB.com’s Anthony Castrovince noted, in terms of the gap in winning percentage between the underdogs and the favorites, the Padres trail only the aforementioned 1906 White Sox in the annals, with a 136-point gap (.549 to .685) compared to the Chicagoans’ 147-point gap (.616 to .763). In third place is the 122-point gap from the 2001 ALCS between the Yankees and Mariners (.594 to .716), and in fourth is the 107-point gap from last year’s NLCS between the Braves and Dodgers (.547 to .654). The 86-point gaps between the Nationals and Astros in the 2019 World Series and between the Braves and Phillies in this year’s Division Series are tied for seventh. By that measure, seven of the top 11 upsets have happened in this millennium. Read the rest of this entry »

Sometimes, you eat the bear. Sometimes, the bear eats you.

And at still other times, you eat it against the left center field wall. For the second day in a row Michael Harris II, who despite his youth is already one of the best defensive outfielders in the game, came off worse in a confrontation with a fence. On Friday night, the W.B. Mason sign knocked the ball out of his mitt, turning what would’ve been a spectacular catch into an RBI double for Bryce Harper. And not 24 hours later, Harris, the ball, and a neighboring State Farm ad came together to produce an inside-the-park home run for J.T. Realmuto.

With an 8–3 win in front of a bloodthirsty home crowd, the Phillies completed an upset victory over the rival Braves and are on their way to the NLCS. The inside-the-park home run wasn’t the play that made the game; in fact, by win probability, it was only the fourth-most impactful dinger of the afternoon. But if you watch enough baseball, you’ll learn to recognize signs that this just isn’t your day. For the Braves, surrendering the first inside-the-park homer by a catcher in postseason history, minutes after their starter got knocked out of the game by a line drive… signs don’t come much clearer than that. Read the rest of this entry »

Watching an elite starting pitcher at his best can be one of the most exciting things in baseball. Many are familiar with the feeling that no matter who the batter in the box is, the pitcher’s stuff is simply too much to handle, and he’ll be easily set down. But as we all know, not every start ends in a shutout or no-hitter; it can quickly go south no matter how long the hurler has been cruising. After setting down the first six Phillies he faced in NLDS Game 3, Spencer Strider looked more unbeatable than ever. But just a few hitters later, his night would be over, with the game — and potentially the series — out of reach for Atlanta.

The Braves’ announcement that Strider would be the Game 3 starter with Charlie Morton getting the ball for Game 4 said a lot about their expectations from the pitching staff. Strider last pitched on September 18, missing the past month with an oblique injury; starting him the day after Thursday’s scheduled off-day suggested Atlanta might be strictly managing his workload. After all, with relievers like Raisel Iglesias and Collin McHugh who have made multi-inning high-leverage appearances in the past, the Braves were set up well to have their bullpen eat up lots of outs in a close game.

Through the first two innings on Friday, Strider looked like the ace we had seen all season. His fastball touched triple digits, he struck out three, and most impressively, he racked up ten swinging strikes in just six batters. But he opened the third inning with a four-pitch walk to Brandon Marsh, then fought through a long matchup with Jean Segura, who struck out on eight pitches. Next up was nine-hole hitter Bryson Stott, who fouled off four consecutive fastballs in a two-strike count before smashing a slider for a double into right field, scoring Marsh and giving the Phillies a 1–0 lead. Throughout, Strider was showing signs of slowing down. While he sat in the 98–99 mph velocity range for the first two innings, his first three pitches to Stott were thrown at 96, and he missed his spot outside five times. Read the rest of this entry »

If Phillies fans had known three days ago that their squad would leave Atlanta with a split, they’d all have told you that was swell. It felt as though they were playing with house money after surviving a late onslaught by a Braves lineup that squandered two woulda-coulda-shoulda, difference-making bases loaded situations in Game 1 and escaping with the victory, and they had both Zack Wheeler and Aaron Nola looming for the next two games. But at the mercy of Kyle Wright and Atlanta’s bullpen King Ghidorah of A.J. Minter, Raisel Iglesias, and Kenley Jansen, the Phillies were shut out in Game 2, sent packing in a 3–0 loss which didn’t even last as long (two hours and 49 minutes) as the rain delay that preceded it.

While leaving the den of the defending World Series champions even at a game a piece is, in a vacuum, a huge positive for the Phillies, the context of this split is somewhat alarming. The Braves have outscored them 8–1 over the last 14 innings, as Philadelphia mustered just three hits in this shutout loss. A masterful performance by Wright and opportunistic hitting in the sixth inning were pretty much all of what Atlanta needed to tie the series.

Wheeler largely performed as expected for most of the game. Second among big league starters in WAR across the last two seasons, he needed just 27 pitches to knife through three perfect innings at the start, his adrenaline-boosted fastball velocity a full tick above his 2022 regular-season mark. It’s especially encouraging to see that arm strength given that he is just a few starts removed from coming off the IL with forearm tendinitis.

It wasn’t until the sixth, thanks to some self-inflicted damage on Wheeler’s part, that the Braves broke through in a two-out rally. After he dispatched Marcell Ozuna and Eddie Rosario to start the inning, the righty hit Ronald Acuña Jr. with a fastball, resulting in a lengthy delay so the trainer could check on Acuña. (You know what it’s like to hit your funny bone on the door frame? Imagine the door frame is moving at 97 mph.) Read the rest of this entry »

Before Tuesday, this postseason had been a tale of a starting pitcher renaissance, with over a third of the starters in the Wild Card round authoring shutout performances. It was a good bet that we would see more of the same in this season’s first playoff game between the Phillies and Braves, the majors’ second- and seventh-ranked teams, respectively, in starter WAR. Yet neither Max Fried nor Ranger Suárez made it out of the fourth inning, garnering just 10 outs apiece on a warm, sunny day in Atlanta.

Fried didn’t look right from the outset. In his shortest start since April of 2021, his velocity was down across the board. With the exception of his curveball, all of his other pitches saw decreased spin as well, and for some, less movement, too. Fried dealt with similar dips in his last start, but he was also coping with illness. Today’s loss of crispness comes with no such caveat, not to mention six extra days of rest. Read the rest of this entry »

Decision-making in the playoffs is a micro-focused as you can imagine. The level of preparation which goes into these games will never be fully known in the public sphere, but if a team wants even the slightest competitive edge, you better believe the details are as granular as the fine sands of Puerto Rico’s Playa Negrita.

Every opposing hitter has a zone and/or pitch that is a weak spot. You must know who on your pitching staff is best suited to throw to those weaknesses, and what hitters are most adaptable to use pitch sequences that will play to those same weaknesses. The following matchups are a few areas that could sway any given game in either direction. They are certainly not the only of high importance, but the statistical or situational holes make them worth mentioning. I’ll go through series by series and pick one that deserves attention, starting with the Yankees against the Guardians.

Guardians’ offense vs. Yankees’ sinkerballers

The Yankees’ bullpen is loaded with turbo sinkers and groundball pitchers. Lou Trivino, Jonathan Loáisiga, and Clay Holmes, to name a few, all feature a sinker as their primary fastball. Each of them will be used in high-leverage scenarios against any layer of the Guardians’ lineup, which has been the very worst in the American League against the sinker, posting the second-lowest wOBA (.317) and the lowest xwOBA (.319).

There’s plenty to suggest the Yankees’ bullpen will give the Guardians issues. Because of those turbo sinkers, New York’s bullpen led all of baseball in GB% (49.1%) and Run Value (-20.3 runs). The next best in both categories was Baltimore, which trailed in each by a decent margin (1.5 percentage points and 1.9 runs). In today’s game, being better than every team at throwing sinkers provides a significant competitive advantage, as it keeps batted balls out of the air and on the ground. Read the rest of this entry »

The National League’s adoption of the designated hitter this season eliminated the most noticeable difference between it and the American League. Now, the National League is what makes grown men in scarves weep on public transit, and the American League comes with a slice of melted cheese on top. (No, I have not updated my pop culture references since 2009, and I have no plans to do so.)

The only remaining difference is that the AL gets an extra off day during the Division Series. MLB announced in August that contrary to prior practice, the Division Series would no longer have a travel day between Games 4 and 5. But while the NL would play two games, get a day off, and then play three in a row, the American League gets an extra day off without travel between Games 1 and 2.

When the league announced this new scheme, an obvious question occurred to my colleague Dan Szymborski: How would this affect pitcher usage? Previously, a Division Series contestant could run four pitchers on full rest, and have both its Game 1 and Game 2 starter on full rest for the decisive match, if necessary. Or it could bring back its Game 1 starter on short rest for Game 4, and have everyone else start in order on regular rest. Moving or eliminating the off day throws that practice into chaos. Read the rest of this entry »

After ending an 11-year postseason drought, the Phillies weren’t content with a short stay in October. They got a chance to vanquish their most recent playoff conqueror, the St. Louis Cardinals. Somehow, Albert Pujols and Yadier Molina still loomed large, though the Phillies have remade themselves several times since then. The ghosts of the past couldn’t stop them, though; they won in a sweep.

Now, they’ll get a chance to face some more recent tormentors. The Braves have won the NL East in each of the last four seasons. The Phillies have had playoff hopes in each of those years and ended up on the outside looking in each time. It seems only fitting that the Braves, who haven’t lost the season-long series against the Phillies since 2017, stand in their way after the Cardinals.

Atlanta will be comfortably favored in the series. We give them around a 54% chance of advancing; betting markets have them a hair over 60%. That makes sense to me; the Braves won 101 games while the Phillies muddled their way into the last Wild Card slot. But rather than try to predict who will win – it’s a five-game series, so the odds will tend towards 50% regardless of the teams involved – let’s consider some matchups that will help determine the series. Read the rest of this entry »