Baseball Technology Fellow

Primary Purpose
The Cleveland Guardians Fellowship program is designed to accelerate the pace of development and impact for people interested in working for our organization. Fellowship roles are focused on solving complex challenges, which involve developing innovative approaches, tools, and techniques to meaningfully drive the organization forward. Fellows will be exposed to work across multiple departments and have access to and be encouraged to use a suite of internal, proprietary resources.

The Cleveland Guardians Fellowship program is all about fostering your growth and making an impact within our organization. As a fellow, you’ll take on real challenges and come up with creative solutions that help move us forward. You’ll get to work with different departments across the organization, gaining hands-on experience and using some of our exclusive, in-house tools. It’s a great chance to dive in, learn, and make a difference!

We are seeking Fellows to join our Baseball Technology department. Each Fellow will work full-time with one of our minor league affiliates (Columbus, Akron, Lake County, Lynchburg, and Arizona Complex) and report to the Baseball Technology, Player Development, and Baseball Operations departments. Fellows will be expected to manage the collection of multiple data streams and operate as a resource for both coaches and players. This position will include travel to away games.

We’re looking for someone who’s curious, creative, and open to new ideas—someone who loves working in a team setting. You should be comfortable communicating with others, building solid relationships, and explaining complex ideas in a way anyone can understand. You’ll also have the opportunity to take the initiative and perform research in the area of your choosing that helps push forward the Guardians’ approach to player development.

Essential Duties & Responsibilities
Baseball Technology:

• Operate and maintain bat/ball tracking systems and emerging sports science technologies.
• Manage pre-game, in-game, and post-game video processes.
• Manage the corresponding data and video collection process and assist with interpretation & distribution.
• Assist the Information Systems team with Baseball Technology related troubleshooting and support.

Coaching Staff Support:

• Support Minor League field staff with Advance Scouting Process.
• Assist affiliate staff with various administrative tasks (i.e. daily scheduling, team travel).
• Assist Minor League field staff with pre-game activities.

Baseball Development and Analysis:

• Collaborate with coaching staff, Player Development, and Baseball Operations to monitor player goals and player progress.
• Perform ad hoc research and analysis, both at the request of staff and independently.
• Communicate findings and insights to Minor League Coaches, Players, and Player Development and Baseball Operations Departments.

Education & Experience
At the Cleveland Guardians, we are all about creating an environment that brings out the best in everyone. It is a big part of who we are, how we compete, and how we make an impact in our community. We want every employee to feel like they truly belong here.

We also know that people sometimes hesitate to apply for jobs unless they check every single box on the qualifications list. We are looking for the best person for the job, and we know that you might bring skills and experiences that are not exactly listed but could be a huge asset to our team. So, if this role excites you, we encourage you to apply, even if you do not meet every single qualification.

• Bachelor’s degree or Prior Professional Experience.
• Demonstrated passion for at least one of baseball technology, scouting, baseball analytics, sports science, hitting or pitching analysis and/or biomechanics, strength and conditioning, motor learning, or other baseball/softball related field.

Job Skills

• Organization: Ability to create, maintain and execute a schedule effectively.
• Work Ethic: A relentless drive to collect more and better information.
• Passion: Demonstrate a clear passion for the game, teammates, the organization, and learning.
• Resourcefulness: Utilize organizational resources to develop and understand organizational philosophies.
• Strategic Thinking: Employ a problem-solving mindset and strategic thinking.
• Time Management: Ability to prioritize in a fast-paced environment.
• Collaboration: Partner with staff and players and exhibit excellent written and verbal communication skills.

Preferred Experience
While we are looking for a variety of diverse skill sets for this role, we know that past Fellows who have thrived in this role possessed certain skills that are best aligned to the game of baseball. If you have demonstrated experience with any of the following, you may be better positioned to thrive in this role.

• Conversational Spanish or better a plus.
• Experience with video editing software a plus.
• Experience with SQL and statistical software (i.e. R, Python, Stata, SAS) a plus.
• Proficiency with Microsoft Office.
• Working knowledge of advanced baseball statistics and publicly available research.

About Us:
In Baseball Technology, our shared goal is to identify and develop diverse players and front office teammates who contribute to our mission. By working together effectively and collaboratively, we create a family atmosphere that supports learning as we strive for excellence in everything we do. We believe that we will achieve our goals by making evidence-based decisions and creating environments that support our people and empower them to learn.

To Apply
To apply, please follow this link.

The content in this posting was created and provided solely by the Cleveland Guardians.

Nobody likes a quick exit from the playoffs, but a brief October cameo would have been an especial humiliation for the 2025 Detroit Tigers. After spending much of the season fighting for the league’s best record, and collecting a 14-game divisional lead at one point, the Tigers went nine games under .500 in the second half. Not only was that bad enough to throw away the division title, Detroit nearly missed the playoffs altogether, only squeezing in thanks to a tiebreak advantage over the Houston Astros. So Thursday’s 6-3 win in Game 3 of the Wild Card series must come as a relief, especially given the measure of revenge that comes with beating Cleveland.

Jack Flaherty got the call in Game 3, his first playoff appearance for the Tigers. There had to be some trepidation about Flaherty, given that his last quality start came back in mid-August. While his 4 2/3 innings of work were short on highlight moments, and he allowed three 100 mph liners that fortunately found leather instead of grass or dirt, Flaherty confined the hits to two-out rallies, leaving Cleveland little room for any bunting or other little-ball shenanigans until the fourth inning. A George Valera double and a José Ramírez single got the Guardians on the board in the fourth, but the danger ended when J-Ram was caught stealing and Chase DeLauter hit into a double play. Flaherty did at least avoid angering the cruel deity that governs predictions; last offseason, he famously said that the Tigers would have defeated the Guardians in last year’s playoffs if he hadn’t been traded to the Dodgers at the deadline. Read the rest of this entry »

On Wednesday afternoon, I briefly thought that A.J. Hinch had lost his mind. I really don’t know how else to explain it. With runners on the corners and one out in the top of the seventh inning of Game 2 of the Wild Card Series between the Tigers and the Guardians — which Cleveland won, 6-1 — Detroit had Riley Greene, its best hitter, at the plate with a chance to break a 1-1 tie. The Guardians went to the bullpen, bringing in lefty Tim Herrin. Herrin, a 6-foot-6 curveball specialist, figured to be a tough matchup for Greene; he’s been lights out against same-handed batters throughout his career. But then Hinch made a surprising call to the bench. He pulled Greene back and pinch-hit with Jahmai Jones – and now here I am writing this article.

Jones had one key thing going for him here: Like Inigo Montoya, he is not left-handed. He’s also hit lefties much better than righties in his brief major league career, and in his minor league career, too. Greene, on the other hand, is a poor left-on-left hitter. So you can at least see where Hinch’s decision was coming from. I want to give this kind of shocking decision the full consideration it deserves before just laughing it out of the building – after all, what if it was the right call? So let’s do all the math to get an idea of what Hinch was giving up, and what he was getting.

To model pitcher-against-batter outcomes, I first took projections for both players, the granular ones that consider specific outcomes. I also calculated platoon splits for each player by taking their observed career splits and regressing them toward league average based on sample size. I put those two projections – hitter and pitcher – into a modified log5 formula and used it to predict the likelihood of each possible outcome of a plate appearance. Then I applied those outcomes to the game state when Greene’s spot came up in the lineup.

That’s a lot of explanation jammed into one paragraph, so I think an example is in order. Let’s say that the Jones-Herrin confrontation results in a single 25% of the time, a deep fly ball 25% of the time, a strikeout 25% of the time, and a walk 25% of the time. Those are nowhere near reasonable, of course, but just an example. A single would mean runners on first and second (at least) and a 2-1 lead, for a win probability of 73.4%. A deep sacrifice fly? That would get the Tigers to 66.6%. A strikeout? 50.1%. Walk? 65.7%. Average those four probabilities, and the Tigers come out with a 64% chance of winning the game. There are more than four possible outcomes, of course, but this process is how I turn outcomes into win probabilities. Read the rest of this entry »

The first inning was a harbinger. The eighth inning featured an offensive explosion for a team that all too often struggles to score. The Cleveland Guardians plated five runs to break a 1-1 tie and went on to beat a thoroughly frustrated Detroit Tigers team 6-1. The season-saving rally evened the best-of-three Wild Card series at one apiece, setting up a decisive finale for tomorrow afternoon in Cleveland.

The Tigers had their chances. Make that many chances — the first of which came as fans at Progressive Field were just settling into their seats. Parker Meadows pulled a groundball into the four-hole that second baseman Brayan Rocchio could only smother, giving Detroit the first of its 17 baserunners (yes, 17) on the day. Center fielder Chase DeLauter — playing in the first inning of his first big league game — then lost a battle with the sun and wind, dropping a fly ball and giving the Tabbies an early opportunity to open up a lead. Cleveland starter Tanner Bibee survived the little-fault-of-his-own threat. Three strikeouts later, the game went to the home half scoreless.

It didn’t remain scoreless for long. Two batters in, George Valera — a rookie with just 17 major league games under his belt — took Detroit starter Casey Mize deep. It was the first of three Guardians home runs on the day, and while it gave them an early lead, it paled in importance to the two that came later.

One of the game’s biggest plays took place in the fourth inning. With the bases juiced courtesy of a Riley Greene double and a pair of free passes, Javier Báez laced a two-out single to give the Tigers a 2-1 lead… or so it seemed. Zach McKinstry was thrown out trying to go first to third, and the out was recorded just before Dillon Dingler crossed the plate with what would have been the second tally. Initially ruled safe, McKinstry was ultimately determined to be out per video review — this on DeLauter’s first career outfield assist. Read the rest of this entry »

Dansby Swanson brought home back-to-back Gold Gloves in 2022 with the Braves and ’23 with the Cubs while leading the majors in Statcast’s Fielding Run Value in both seasons. Although he hasn’t added any hardware to his collection since then, and while his defensive metrics have slipped, he still grades out as comfortably above average in both FRV and Defensive Runs Saved. His defensive acumen was on display in Tuesday’s Wild Card Series opener between the Cubs and Padres, as he made a couple of pivotal, run-saving plays in Chicago’s 3-1 victory.

The Padres had taken the lead in the second inning, when Jackson Merrill and Xander Bogaerts opened the frame with back-to-back doubles off Matthew Boyd; Bogaerts took third when center fielder Pete Crow-Armstrong’s relay spurted away from Nico Hoerner at second base. Ryan O’Hearn then hit a sizzling 101-mph groundball, and Swanson, who was shaded up the middle, dove to his right to stop it. He looked Bogaerts back to third base, then threw to first for the out. The play loomed large as Bogaerts ended up stranded.

The Padres threatened again in the fourth, when Manny Machado drew a leadoff walk and took second on Merrill’s sacrifice bunt. Bogaerts legged out a chopper into the no-man’s land to the right of the mound for an infield single, and San Diego appeared poised to capitalize when O’Hearn hit a flare into shallow center field. Swanson had other ideas, making a great over-the-shoulder snag of the ball, then in one motion turning to fire home to keep Machado honest.

Read the rest of this entry »

The first game of the 2025 postseason played out exactly as scripted, plus or minus a few crazy bounces. In the Wild Card series between the Tigers and the Guardians, the aces looked like aces and the offenses looked, well, inoffensive.

Tarik Skubal, who will be picking up his second straight Cy Young in a month or so, carved up the Guardians to the tune of one (barely) earned run over 7 2/3 innings. Gavin Williams, who put up a 3.06 ERA and allowed just six runs over his final five regular season starts, returned the favor, allowing two unearned runs over six innings and change. The two starters combined for 22 strikeouts, with 14 of them coming from Skubal, who earned the win and gave Detroit a 1-0 series lead. Read the rest of this entry »

The Cleveland Guardians are playing postseason baseball for the seventh time in the past 10 seasons, and it’s not because of a prolific offense. The low-budget AL Central club doesn’t score a high number of runs, but neither do its opponents. The Guardians allowed the third fewest runs in the junior circuit this year, and only the Houston Astros have been stingier over the past decade. Cleveland’s reputation as a pitching factory is well-earned.

How do Guardians hurlers view the organization’s pitching group, which is fronted at the big league level by pitching coach Carl Willis and includes assistants Brad Goldberg and Joe Torres, as well as bullpen coach Caleb Longshore? I recently asked that question to a quartet of Cleveland pitchers, three of whom are on the current staff, and another who was on the team prior to this summer’s trade deadline.

Before we hear their thoughts, though, it makes sense to touch on the 26-year-old right-hander who is slated to take the mound in this afternoon’s Wild Card Series opener against the Detroit Tigers. I didn’t talk to Gavin Williams about the Guardians pitching group, but I did ask him how his game has grown since we first spoke two years ago. Read the rest of this entry »

Well, you asked for more of the American League Central. Or at least, I assume you asked for more of the American League Central. Major League Baseball definitely thinks you want more of the American League Central; why else would the league schedule all three Wild Card games between the Tigers and the Guardians for 1:08 PM Eastern? That’s prime time (assuming you’re a middle schooler who’s home with strep throat). The only division without a 90-game winner is sending two teams to the playoffs, and the Guardians and Tigers will spend three days in Cleveland fighting over the honor of facing the Mariners in the ALDS. That may not be enough to dethrone the Red Sox and the Yankees in terms of scheduling, but it’s a repeat of last year’s thrilling ALDS matchup, which went the full five games and ended with the unlikeliest outcome of all: Tarik Skubal losing a game.

The two teams couldn’t be coming into the Wild Card round on more different trajectories. The Tigers ended their series quietly with a loss to the Red Sox on Sunday. That loss handed the division title to the Guardians, who went on to beat the Rangers with a walk-off homer in the 10th inning just for funsies:

At the All-Star break, the Tigers had the best record in baseball, while the Guardians ranked 22nd. Since the All-Star break, the Guardians have the best record in baseball; the Tigers rank 21st. I can keep going. Read the rest of this entry »

“Nobody believes in us!” is usually the cheapest heat in sports. I hate it. It fosters a base, provincial mindset among fans and players alike. It turns the joy of competition and success into hostility at a perceived (frequently imagined) slight. I’m just gonna come out and say it: If you need “the haters” to motivate you, you’re a small-minded person! If I never heard “nobody believes in us” again, I’d be a happy man.

Fortunately, I don’t have to hear it as much these days, because the 2019 Patriots — a year removed from their sixth Super Bowl win and ninth appearance in the Brady-Belichick era — rolled out the line and got laughed at. There’s a difference between “nobody believes in us” and “nobody likes us,” and the Patriots found out the hard way. They haven’t won a playoff game since.

Even though “nobody believes in us” is unimaginative, and usually untrue, and hackneyed into utter meaninglessness, I want to extend a waiver to the 2025 Cleveland Guardians. I’ll put my hands up; I didn’t believe in you. Read the rest of this entry »

I can’t tell you why the structure of the big leagues seems to bend towards close races. On August 31, the teams on the right side of the playoff cut line were all at least 2 1/2 games ahead of their nearest competitors. All baseball has done since then is collapse into chaos. The Mets have gone 8-13 to fall into peril, though that’s nothing compared to the Tigers, who have gone 5-15 over the same stretch. The Guardians are an absurd 18-5. Playoff fortunes have ebbed and flowed mightily.

Which players have featured most prominently in those games? There are any number of ways of answering that question. You could look for the highest WAR among contenders, the worst ERA or the most blown saves. You could use fancier statistics like Championship Win Probability Added, which accounts for how much each game mattered to each team. You could use the eye test, honestly – I can tell you from how frustrated Framber Valdez has looked this month that he’s not helping the Astros.

But the closest thing to matching the way I experience baseball, as a fan, is regular ol’ win probability added. My brain doesn’t distinguish between the importance of games when a team is in the pennant race. They’re all important. You can’t lose a random game on September 7 when you’re three back in the standings; you never know when the team you’re chasing will lose five in a row. Championship Win Probability Added distinguishes between whether your team is a long shot or playing from ahead, but when I’m rooting for one of the teams jockeying for a playoff spot, I don’t do that. I don’t think I’m alone in this, either. If every game in the race is equally important to you, Win Probability Added will measure the players who have mattered most in that framework. So I’ve compiled a list of notable players from the past month in each playoff race – and as a little bonus, I threw in a few players who have either stymied contenders or gotten trounced by them. Read the rest of this entry »