Toronto Blue Jays Baseball Operations- Entry Level Opportunities

The Toronto Blue Jays are seeking highly motivated and creative entry level employees to assist with day-to-day tasks within various areas of their Baseball Operations department, including but not limited to Scouting, Player Development, High Performance, and Research and Development/Analytics. The start and end dates are flexible depending on candidate availability and both full-season and partial-season candidates will be considered. These positions will be based in Toronto, ON; Dunedin, FL; or one of our affiliate locations throughout Canada, the United States, and Dominican Republic. All positions are paid.

There are several roles with different primary focuses, with more detail on each broad type of position provided below. To the extent that you’re interested in a specific focus you may reflect that in your application, but you only need to submit one application to the program and all applications will be considered for possible fits. These job categories are intentionally broad, and a successful candidate may be considered for a role that involves a blend of these responsibilities, or in an entirely different area that is more suited to their unique experiences and skills. Many baseball careers are non-linear and an entry level role in any of these areas could ultimately lead to a career in a different area.

Across all roles, the Blue Jays are seeking:

• Demonstrated passion for baseball and excellent reasoning, problem-solving, creative thinking, and communication skills. 
• Strong interpersonal skills to communicate effectively with a wide range of individuals. 
• Demonstrated ability to work independently and self-direct work. 
• Excellent attention to detail and time management skills. 
• The ability to work evenings, weekends, and holidays as required by the baseball calendar. 

The Blue Jays see diversity and employment equity as foundational to creating a successful culture.
Applicants who may not traditionally feel empowered to apply for a job in this field are strongly
encouraged to apply.

You may receive an email asking you to complete a more detailed follow-up application regarding your interests and employment goals. Please ensure that baseballresumes@bluejays.com is allowed in your email system.

Player Development Technology
In this role, candidates passionate about working directly with coaches and players will be embedded with teams at the Blue Jays’ development complexes (Dunedin, FL and Boca Chica, D.R.) and affiliate teams (Dunedin, FL; Vancouver, BC; Manchester, NH; Buffalo, NY). On a daily basis, you will be with your team as the point person for video, technology, and data resources. This may include helping to deploy and operate technology both in practice and game settings, organizing/cataloguing/reviewing video and data, helping to define and track player goals, and supporting longer-term R&D and Player Development projects. You will also assist with the logistical needs of the team (including Minor League Operations, Nutrition, and High Performance departments), and potentially on-field activities (BP, fungos, catching pens). Fluency with Microsoft Office is required; experience with a range of baseball-related data capture systems (BATS, Portable Trackman, Rapsodo, Diamond Kinetics, etc.) would be helpful, as would experience with video editing and review software. Spanish proficiency is also helpful, and may be required in some cases. If you’re interested in learning about the rhythms of a pro baseball season and passionate about a career in using data and technology to help players get better, this could be a good fit for you.

Operations (Scouting, Baseball Operations, Player Development)
Candidates will use their excellent organizational skills and high attention to detail to support the logistical and administrative functioning of the scouting, player development, or baseball operations departments. This could include data entry and cleaning, assisting with the coordination and execution of player evaluation projects, maintaining and organizing video and data resources, and helping to stay on top of departmental administrative functions (expense reports, compiling statistics and rosters, meeting logistics, etc.). If supporting our Player Development department, you may be asked to help integrate technology into on-field work, administer player plans, translate documents to/from English and Spanish, and help with scheduling for players and staff. Strong knowledge of Microsoft Office, particularly Excel, is important for this role; familiarity with baseball rules and regulations may be beneficial, and Spanish proficiency may also be helpful (or required in some cases).

Advance Scouting
In this role, candidates will use their strong knowledge of the game of baseball to support our Major League team in game-by-game and series-by-series preparation. This could include a wide range of activities, such as collecting and organizing statistics for reports, conducting ad-hoc research and analysis on players or the game of baseball generally, watching video to provide written evaluations and insights, and supporting on-field data and video collection. Strong time management and organizational skills are important, and skills with things like R, Shiny, and similar tools would be helpful plusses.

Research & Development
Candidates will use their analytical and programming skills to help identify and research baseball questions. Proficiency in self-directed research work using tools such as R, Python, and SQL in at least one, and ideally multiple, of the following areas is important: data acquisition, organization, and cleaning; modelling/machine learning; data visualization and/or automated reporting; and statistical summary techniques. Experience with advanced modelling techniques or other specialized skills (Computer Vision, Neural Networks, Bayesian Modeling, Anomaly Detection, Time Series etc.) would be beneficial, but not necessary. You may present work to a variety of audiences (fellow researchers, front office members, coaches, or players), and may use the results of research to contribute to player evaluations at key junctures. Additional duties may include providing logistical support to major events on the baseball calendar (Draft, Trade Deadline, etc.) and other general departmental support.

Baseball Systems Development
Candidates for this role will help to create, update, and support web applications and databases that are used throughout baseball operations; a moderate to high level of experience in computer science, web and/or database development, software engineering, or a related field is quite important. A portfolio of work showing your past experiences in these areas is also helpful. Duties may include working with end users to gather requirements, engineering systems to acquire and store new datasets, or doing front-end web design work on baseball information systems. You will have the opportunity to experience and provide logistical support to key points on the baseball calendar.

Biomechanics/Sports Science
Candidates for this role have a strong academic background in Biomechanics, Physics, Sports Science, or a related field and are passionate about applying their expertise to baseball. This could be in a research/data analysis focused capacity (ie. using data to create research/analysis that is used to drive decisions and help players improve), a role that is more hands-on with players and other development and performance staff (ie. working with players and staff in a real-time data capture setting to provide live movement feedback), or somewhere in the middle. In all cases, you would work closely with player development, R+D, and high performance staff to collaborate on research, contribute to player development goals, and support data capture and organization. You would be expected to individually stay on top of the latest research and resources in the field of biomechanics and sports science. Experience with statistical programming, modelling, and visualization tools is very helpful, but not required.

To Apply:
To apply, please follow this link.

The content in this posting was created and provided solely by the Toronto Blue Jays.

Baseball Research & Development Intern

Location: Nationals Park, Washington, DC
Status: Part-Time

Description
Internships are a key way for us to find future full-time members of our department, with many of our senior department members beginning as interns. While a pathway to a full-time position is not assured, many of our former interns have found full-time opportunities with the Nationals or other MLB clubs. While internships ideally span from Opening Day to November 1st, we’re open to candidates that may not be available for this entire period.

The Washington Nationals are committed to creating a diverse environment and are proud to be an equal opportunity employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, national origin, sex, age, marital status, personal appearance, sexual orientation, gender identity or expression, family responsibilities, matriculation, political affiliation, genetic information, disability or veteran status.

Essential Duties and Responsibilities:

• Use R to build statistical models to answer a primary baseball research question under the direction of a Baseball R&D team member
• Communicate findings through written reports, presentations, and informal conversations
• Design and build informative data visualizations for use in automated reports or internal web applications

Requirements:

Education and Experience Requirements

• Experience analyzing datasets and training statistical models using R, Python, or equivalent
• Has or is pursuing an undergraduate or graduate degree from a four-year college or university, preferably in Data Science, Statistics, Mathematics, Computer Science or related field
• Willingness to relocate to Washington, DC
• Authorized to work in the United States

Knowledge, Skills, and Abilities necessary to perform essential functions

• Ability to complete statistical modeling projects
• Ability to listen and incorporate feedback
• Enthusiasm for learning new skills related to programming, statistical modeling, and data visualization
• Passion for baseball and desire to work in baseball operations
• Working knowledge of sabermetrics and modern quantitative baseball evaluation concepts

Physical/Environmental Requirements

• Office: Working conditions are normal for an office environment. Work may require occasional weekend and/or evening work. Occasional long hours may be required during draft, trade deadline, or postseason.
• Interns can attend all home games but are not required to. Meals are provided to staff during games.

To Apply:
To apply, please follow this link.

The content in this posting was created and provided solely by the Washington Nationals.

Player Development Video & Information Trainee

Status: Part time

POSITION OVERVIEW:
The Player Development Video and Information Trainee will provide a service to an Atlanta Braves affiliate through charting live baseball games and providing video and information to Braves coaches, coordinators, and front office personnel. This role manages all aspects of the assigned affiliate’s video, technology, and advance scouting operation and aims to provide an experience that prepares the ideal candidate for a future role in the baseball industry.

RESPONSIBIITIES:

• Capture video and collect data for each game of the full minor league schedule of an assigned affiliate (home games and team travel to road games, postseason included)
• Manage a network of cameras set up to collect high-quality video from multiple angles
• Attach, edit, and upload video following each game daily
• Assist in the deployment and utilization of all Braves technology equipment at assigned affiliate
• Support the coaching staff/players with ad-hoc video/technology requests as assigned
• Participate in the affiliate’s advance scouting process and produce associated materials for the coaching staff
• Attend Braves’ Spring Training camp in Venice, FL to undergo training of all video, technology, and advance applications
• Participate in periodic calls with the Baseball Operations group in Atlanta
• Other duties as assigned

REQUIRED QUALIFICATIONS:

• Prior baseball experience (High School, College, or Professional preferred)
• Advanced knowledge of baseball rules, scoring, and statistics
• Possess an understanding of pitch types and have the ability to identify them in a fast-paced environment
• Exceptional verbal communication skills and computer skills
• Ability to work independently and as part of a team
• Willing to relocate to a Braves minor league affiliate from April through Mid-September
• The ability to safely lift and transport equipment weighing 25 lbs. or more
• The ability to climb ladders and successfully place equipment from variable positions and heights
• Flexible schedule: able to work nights, weekends, and holidays
• Bachelor’s degree
• Able to successfully complete a background check

The Atlanta National League Baseball Club, LLC is an equal opportunity employer. A diverse workforce representing varied backgrounds, perspectives, and experiences is key to delivering on our business promise to our fans and the communities we serve. All qualified candidates are welcome to apply.

To Apply:
To apply, please follow this link.

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

Direct Links (Please see full job postings below):

Quantitative Analyst Associate
Software Engineer Associate

Quantitative Analyst Associate (Spring/Summer 2024)

Department: Baseball Research & Development
Reports to: Assistant Director, Baseball Research & Development
Status: Hourly Part-Time Seasonal

Position Overview:
As a Quantitative Analyst (QA) Associate, you help shape The Phillies Baseball Operations strategies by processing, analyzing, and interpreting large and complex data. You do more than just crunch the numbers; you carefully plan the design of your own studies by asking and answering the right questions, while also working collaboratively with other analysts and software engineers on larger projects.

Using analytical rigor, you work with your team as you mine through data and see opportunities for The Phillies to improve. After communicating the results of your studies and experiments to Baseball Operations leadership and executive staff, you collaborate with front office executives, scouts, coaches, and trainers to incorporate your findings into Phillies practices. Identifying the challenge is only half the job; you also work to figure out and implement the solution.

Responsibilities:

• Conduct statistical research projects and manage the integration of their outputs into our proprietary tools and applications (e.g., performance projections, player valuations, draft assessments, injury analyses, etc.)
• Communicate with front office executives, scouts, coaches, and medical staff to design and interpret statistical studies
• Assist the rest of the QA team with their projects by providing guidance and feedback on your areas of expertise within baseball, statistics, data visualization, and programming
• Continually enhance your knowledge of baseball and data science through reading, research, and discussion with your teammates and the rest of the front office
• Provide input in architecting the storage of baseball data

Required Qualifications:

• Deep understanding of statistics, including supervised and unsupervised learning, regularization, model assessment and selection, model inference and averaging, ensemble methods, etc.
• Meaningful work experience with statistical software (R, S-Plus, SAS, or similar), databases, and scripting languages such as Python
• Proven willingness to both teach others and learn new techniques
• Willingness to work as part of a team on complex projects
• Proven leadership and self-direction

Preferred Qualifications:

• Possess or are pursuing a BS, MS or PhD in Statistics or related (e.g., mathematics, physics, or ops research) or equivalent practical experience
• 0-5+ years of relevant work experience
• Experience drawing conclusions from data, communicating those conclusions to decision makers, and recommending actions

Please note: A cover letter is required for all applications. It should not exceed one page and must include a brief overview of why you are interested in this role and what makes you a good fit. It would be helpful to reference any applicable work you have done in school, through work experience, or any other side projects related to baseball or sports analytics.

To Apply:
To apply, please follow this link.

Software Engineer Associate (Spring/Summer 2024)

Department: Baseball Research & Development
Reports to: Director, Baseball Research & Development
Status: Hourly Part-Time Seasonal

Position Overview:
The work of a Software Engineer (SWE) Associate at The Phillies extends well beyond merely coding. As a SWE you contribute fresh ideas in a variety of areas, including information retrieval, networking and data storage, security, machine learning, natural language processing, UI design and mobile to shape the evolution of The Phillies baseball analytics systems.

Our ideal engineers will have a versatile skill set, be enthusiastic to handle new challenges and demonstrate leadership qualities. You will work closely with end-users across Scouting, Player Development and the Major League Coaching Staff while building software tools from the ground up. By identifying appropriate design specifications through collaboration with those end-users, you will build applications that conform to user needs.

Specific areas of focus may include, but are not limited to, the draft, free-agency, player valuation, player development, in-game strategy, and injury prevention. As a SWE you will have the opportunity to use your technical expertise to create software solutions that impact decision-making at The Phillies.

Responsibilities:

• Improve existing platforms and design new proprietary applications to be used directly by the GM and executive staff
• Collaborate with front office executives, scouts, coaches, and medical staff regarding the design and technical specifications of software solutions for Baseball Operations
• Work together with Baseball R&D department to help optimize the Phillies baseball analytics systems, including crafting solutions to efficiently and effectively synthesize, organize and present data from multiple third-party sources
• Help to augment the technical knowledge of the entire Baseball Operations department by providing training, mentorship and support on the use of all applications and tools built by the team

Required Qualifications:

• Possess or are pursuing a BS degree in Computer Science, similar technical field of study or equivalent practical experience
• Software development experience in one or more general purpose programming languages (including but not limited to: Java, C/C++, C#, Go, Objective C, Python or JavaScript)
• Interest and ability to learn new technologies as needed
• Experience working with two or more from the following: web application development, Unix/Linux environments, mobile application development, design thinking, machine learning, natural language processing, and data architecture
• Proven willingness to both teach others and learn new techniques
• Proven leadership and self-direction

Interested applicants should submit both their resume, cover letter, and an answer to the following question:

What is your favorite programming language to use and why do you like it? (250 word limit).

Tip: There’s no defined right or wrong answer. Responses are used to get some insight into your thoughts on what is important in software engineering.

Please submit your resume and question response no later than Sunday September 18, 2023. Applications without a question response will not be considered.

To Apply:
To apply, please follow this link.

The content in this posting was created and provided solely by the Philadelphia Phillies.

Cristian Javier had built an impressive postseason resume ahead of Game 7 of the ALCS. Across 12 relief appearances and four starts, he had compiled a 2.08 ERA and 7.5% championship win probability added. His first three starts in the playoffs were particularly impressive; he held the Yankees scoreless on a single hit in last year’s ALCS, was the starting pitcher of the Astros’ combined no-hitter in the World Series, and held the Twins to a single hit in the ALDS this year. His 18 total hits allowed and .123 opponent’s batting average were by far the lowest among any pitcher with more than 40 postseason innings pitched.

With such a strong track record, the Astros had to feel confident handing him the ball on Monday night. But things did not go according to plan, as Javier lasted six batters and recorded just a single out, allowing three runs on four hits and a walk, before getting pulled. It was his worst postseason outing of his career and a big reason why Houston isn’t back in the World Series to defend its championship. Read the rest of this entry »

One of the nice things about the playoffs is that there’s often just one game happening at a time. Don’t get me wrong. I love a summer day with a full slate of 15 games, but you are where your attention is, and there’s too much baseball happening in any one day for us to be present for all of it. When the whole of the baseball world gets compressed down to one high-stakes game, you catch little things that might otherwise have gone unnoticed.

During the NLCS, I noticed a little thing about Kevin Ginkel. It was about how he holds runners on second base, and man, does he hold runners on second base. Here’s the pitch that caught my attention:

Read the rest of this entry »

The World Series. It’s a playoff-capping battle that’s so iconic that other sports and activities borrow its name. The World Series of Poker, of Darts, of Snooker, the FINA Marathon Swim World Series, even briefly the World Series of Country Music Proudly Presents Stock Car Racing’s Entertainers of the Year – these events didn’t pick their name by accident, they’re basking in the glory of a long-running staple. Even as baseball matters less and less, the World Series is a big name on the marquee.

One of the best parts of playoff baseball, at least in my eyes, is that the brightest stage isn’t exclusively the domain of the top couple of teams in the game. Sure, the Dodgers and Astros have been there a lot in the last decade. Sure, the Cardinals and Yankees have a bunch of rings. But baseball is a variance-rich sport, and the playoffs are short. Make the dance and you might end up one of the last few teams standing, even if your squad doesn’t have its own wing in Cooperstown. One obvious example? This year’s clash between the Texas Rangers and Arizona Diamondbacks.

The Rangers are the closest thing we’re going to get to a postseason standby here. Sure, their last playoff appearance before this run came in 2016, but their roster is packed with playoff heroes. Corey Seager carried the Dodgers to a 2020 title. Max Scherzer seems to always be pitching in win-or-die games. Nathan Eovaldi saved Boston’s bacon in 2018 and has made a career out of coming up big in important spots. Will Smith pitched for the last two World Series winners (seriously!). Aroldis Chapman isn’t what he once was, but at his peak, he was a key figure in breaking the century-long Cubs curse. Their manager is Bruce Freaking Bochy, an October legend who has never lost a Game 7. The Rangers as a franchise might not be a World Series name brand – their trips to the Fall Classic in 2010 and 2011 ended in losses — but the ingredients are no different than what you’d expect to get in the luxury aisle. Read the rest of this entry »

Writing about playoff trends is risky business. The entire postseason, to this point, comprises 36 individual games. In the regular season, the league hit the 36-game mark on April 2. If you looked at the stolen base success rate that early into the season — 88% through those first 36 games — you’d have thought we were in for an absolute free-for-all under the new rules. Writing about individual players is even more dangerous. The most that anyone has played in this postseason is 13 games; 13 games into his season, Matt Chapman led the majors in WAR. Jorge López hadn’t given up an earned run. No one on the Rays knew what it felt like to lose a game. Mookie Betts had a 13-game stretch in mid-April where he slashed .184/.298/.306. Shohei Ohtani had a .538 OPS over 13 games in mid-May.

Nevertheless, we can’t not write about the postseason. It’s the postseason! The sample size will always be small, but we must try to make sense of it anyway, to find meaning in the small sample weirdness. And on that note, it’s time to talk about Marcus Semien. Read the rest of this entry »

As I’ve done for the past few years, I’m going to be grading each eliminated postseason manager on their decision-making. We spend the year mostly ignoring managers’ on-field contributions, because to be honest, they’re pretty small. Using the wrong reliever in the eighth inning just doesn’t feel that bad on June 22; there are so many more games still coming, and the regular season is more about managing the grind than getting every possible edge every day. The playoffs aren’t like that; with so few games to separate wheat from chaff, every last ounce of win probability matters, and managers make personnel decisions accordingly. What better time to grade them?

My goal is to evaluate 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 a skill 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 it.

I’m also purposefully avoiding vague qualitative concerns like “trusting your veterans because they’ve been there before.” Playoff coverage lovingly focuses on clutch plays by proven performers, but Adolis García and Alek Thomas have been great, too. Forget trusting your veterans; the playoffs are about trusting your best players. Corey Seager is important because he’s great, not because of the number of playoff series he’s appeared in. There’s nothing inherently good about having been around a long time; when I’m evaluating decisions, “but he’s a veteran” just doesn’t enter my thought process.

One note: In the pitching section, I’m taking a more specific look at reliever matchups. This 2022 Cameron Grove study, which I’ve mentioned in a few prior report cards, measures a repeat-matchup reliever penalty. A forthcoming article, which I’ve reviewed, examines the issue without focusing on specific matchups, but rather looking at relievers pitching on back-to-back days or on short rest after heavy workloads. Both of these things are, unsurprisingly, bad for reliever performance. Managing the balance between starter and reliever over-work is really hard. I probably haven’t given enough credit to the necessity of balancing bullpen workloads against particular opposing batters in the past, but I’ll make a note of it going forward.

I’ve already covered the losing managers of the Wild Card round and the various division series eliminations. Today, it’s Dusty Baker’s turn. Read the rest of this entry »

When they acquired him from the Mets on July 30, the Rangers may have envisioned Max Scherzer starting Game 7 of a postseason series, but probably not under the circumstances that led to the decisive game of the ALCS against the Astros, or the early exit that followed. While Texas won in decisive fashion, the 39-year-old righty was quite shaky for the second outing in a row, and far from peak form. In context, that’s hardly a surprise given that his two ALCS starts were his first ones since being sidelined by an arm injury five weeks earlier. As the Rangers await their World Series matchup with the Diamondbacks, his performances are worth a closer look.

Scherzer left his September 12 start against the Blue Jays after 5.1 shutout innings but just 72 pitches due to what was initially termed a triceps spasm but soon revealed to be a low-grade strain of the teres major, a muscle that sits above the latissimus dorsi and attaches the scapula (shoulder blade) to the humerus (upper arm bone). At the time, Rangers general manager Chris Young was publicly pessimistic about the possibility of Scherzer pitching in the postseason if the Rangers made it, given an expected four-to-six week recovery period. “I don’t want to rule it out at this point,” he told reporters. “We’ll see where the next two weeks go and how he’s feeling. That said, it’s probably unlikely.”

Schezer didn’t pitch again in September, but he was able to play catch within a week of his injury, opening up the possibility of a return on the near side of that timeframe. While he progressed far enough to throw nearly 40 pitches in a simulated game on October 6, the Rangers left him off the Division Series roster they submitted the next day; they hardly missed him while upending the 101-win Orioles. By advancing to the ALCS, they bought Scherzer time for another simulated game before he took the ball in Game 3 on October 18 at Globe Life Field, with the team having already jumped out to a 2–0 series lead.

Understandably, Scherzer was raring to go, and he came out firing, throwing a 95-mph fastball on his first pitch to Jose Altuve, albeit slightly off the plate and outside for ball one. Working mostly around the edges of the strike zone, he sped through the inning on just eight pitches but needed nearly all of the warning track for center fielder Leody Taveras to haul in Altuve’s 100.7-mph fly ball 393 feet away from home. He struck out Michael Brantley on three pitches, the last a low-and-away curve that Brantley chased, then got Alex Bregman to fly to Taveras on a 95.7-mph fly to deep right center.

The second inning didn’t go nearly as well, and whatever Willis Reed effect Scherzer’s return might have produced quickly wore off. Over the course of 22 pitches, he hit Yordan Alvarez in the leg; struck out José Abreu looking at a 95.2-mph fastball; walked Kyle Tucker; gave up a 104.8 mph single to Mauricio Dubón on a slider at the bottom of the zone; induced Jeremy Peña to pop up; threw a wild pitch that scored Alvarez; and finally yielded a two-run single to Martín Maldonado, 101.1 mph off the bat. Fortunately for Scherzer, the slow-footed catcher was thrown out trying to advance to second base following a throw home, but for the first time in the series, the Rangers trailed.

The Astros continued to add to their lead, with Altuve leading off the third with a solo homer off a high fastball and Abreu leading off the fourth with a 112.5-mph double off a hanging slider, then coming around to score on a single by Dubón. Even while closing out his evening by striking out Peña (chasing a low curve) and Maldonado (looking at a slider on the inside corner), Scherzer had allowed five runs in four frames. He struck out four and walked only one, and while he did generate a 35% called strike and walk rate (CSW%) via eight whiffs and 14 called strikes, nine of the 12 batted balls he surrendered were hard-hit balls of 95 mph or higher, and all five hits were 101 mph or higher. Houston rockets, indeed.

Down 5–0 when Scherzer departed, the Rangers made a game of it, but lost 8–5. The Astros clawed their way back into the series, and Scherzer got the call again on Monday night. The potent Rangers offense staked him to a 3–0 lead before he even took the mound, but things didn’t go much better than in his first start; in fact, Altuve blasted his first pitch, a 93.7-mph high fastball, off the out-of-town scoreboard in left field for a ringing double. Bregman grounded out, and after Alvarez was intentionally walked, Abreu scorched a low slider down the left field line for an RBI single; all three balls were 99.9 mph off the bat or higher, if not necessarily elevated. Scherzer escaped by getting Brantley to hit into a routine 4-6-3 double play, a grounder that came off the bat at a comparatively pokey 88.3 mph. Though he was obviously on thin ice, by his own admission he kept his composure better than in Game 3, and that DP produced the game’s highest WPA (.116).

After a comparatively smooth second inning capped by another pair of back-to-back strikeouts of Peña (high 95.3-mph fastball) and Maldonado (chasing a slider in the dirt), then an Altuve groundout to start the third, Scherzer served up a middle-middle fastball to Bregman, who mashed it for a homer to left center, cutting the score to 4–2. Seven pitches later, including five straight foul balls, Alvarez reached out and drove a curveball that was well off the plate off the scoreboard for a triple. While third baseman Josh Jung’s play on an Abreu chopper prevented Alvarez from coming home, manager Bruce Bochy tabbed Jordan Montgomery — working on two days of rest — to finish the inning, which he did by getting Brantley to line out. The Rangers then broke things open with a four-run fourth inning; Montgomery added an additional two innings before Bochy turned things over to his late-inning guys, who shut the door for an 11–4 win.

For the outing, Scherzer walked two and struck out two, getting just six whiffs and four called strikes for a 23% CSW%. Six of the 10 batted balls he allowed were hit 95 mph or harder, including all four hits. All told, in his two outings he allowed seven runs via nine hits and two homers in 6.2 innings, that on the heels of an inconsistent season in which he posted his highest ERA since 2011 and the highest FIP of his 16-year career:

Batters have hit Scherzer exceptionally hard, with his xERA (which I estimated by interpolating his .395 xwOBA via the Statcast leaderboard) more than double his regular-season mark:

Via Baseball Savant, Scherzer’s .333 batting average allowed is 60 points ahead of his xBA, and his .704 slugging percentage allowed is 120 points ahead of his xSLG, but even those expected numbers yield an xERA that could be mistaken for a Boeing model.

Pitchwise, Scherzer is mustering slightly greater velocity than during the regular season, knowing he won’t have to pace himself for 90 or 100 pitches. But for the most part, his offerings are getting less spin — and here it’s worth noting that he drew a sticky stuff suspension in April — and less movement:

Those spec changes are a mixed bag. By Stuff+, for which we actually have postseason numbers to compare to his regular-season ones (which isn’t the case for PitchingBot), Scherzer’s fastball grades out out as slightly improved thanks to the velo uptick. Likewise for his cutter and change, though both have been used much less often:

The problem is that Scherzer’s breaking pitches and overall location have been worse, and while Stuff+ doesn’t account for contact, you’ve seen the damage. Broken out by pitch type, batters are connecting at averages of 94.6 mph or higher on all of them. Against the fastball, they’ve averaged 94.9 mph on the 14 they’ve connected with, for a .385 AVG and .923 SLG, and against the 12 breaking pitches they’ve made contact with, it’s .333 AVG/.583 SLG. Those two classifications account for 86% of his pitches and 87% of his contact, compared to 76% of the former and 70% of the latter. Basically, I think, he’s shortened his arsenal, becoming more predictable and less precise, and while he’s fooled some hitters some of the time, he’s paid a steep price when he hasn’t.

All of this is reading into a limited sample of data, and it’s worth noting that he faced the Astros four times between the regular season and the postseason, which may have helped them crack his codes. As a Met, he threw eight innings of one-run ball in an 11–1 rout on June 19, but he was thumped for seven runs — three via homers by Alvarez, Brantley, and Abreu, the last a grand slam — in three innings in a 12–3 loss on September 6 with the Rangers. Scherzer did face the Diamondbacks once, on July 4, surrendering four runs in six innings, three by solo homers to Corbin Carroll, Christian Walker, and Lourdes Gurriel Jr., the last two of which were back-to-back. Those two outings accounted for two of the four times he served up three or more homers in a start this year.

With Montgomery and Nathan Eovaldi likely to start the first two games of the World Series, Scherzer should have six or seven days between starts, giving him more time to rebuild strength and make adjustments. “You’re always tinkering with stuff. You’re always making little adjustments and trying to find different stuff,” he said before his first start of the ALCS. Perhaps he can summon better results and give his season a storybook ending after all.