Archive for Teams

The Astros Don’t Need Lefties

© Wendell Cruz-USA TODAY Sports

Take a look at the Astros’ bullpen in the ALCS against the Yankees. Do you see anything odd about it? And no, this isn’t an article complaining about the fact that they rostered nine relievers in a seven-game series with multiple off days. Rather, it’s the fact that all nine relievers are right-handed that sets them apart from every other playoff team this season, and nearly every playoff team in recent memory:

Astros ALCS Bullpen

This trend was largely true during the regular season as well. Despite leading the majors in bullpen ERA and FIP, just 48.1 of their 495.1 relief innings came from southpaws. Back in April, their Opening Day roster included 10 relievers, only one of whom, Blake Taylor, is a lefty. Taylor pitched just 19 innings with an average ERA, but walked more batters than he struck out. In June, he was placed on the IL with an elbow injury and pitched the rest of the season in Triple-A after he recovered. Aside from a cup of coffee from rookie Parker Mushinski, the remaining lefty innings came from deadline acquisition Will Smith, who posted a solid 3.27 ERA and 2.66 FIP in 22 innings down the stretch. But all three have been absent from their playoff rosters so far, with the Astros opting for right-handed pitchers instead.

This dearth of lefties clearly hasn’t inhibited the Astros’ success – through seven games, their bullpen has allowed just three runs in 33 innings, including a dozen scoreless frames to clinch their final victory of the ALDS. So how have the Astros dealt with their opponents’ left-handed hitters? For starters, it helps that no one they’ve had to face so far has been particularly vulnerable to lefties. Hitters in the opposing Division Series like Josh Naylor are great against righties and unplayable against lefties, but that hasn’t been the case with the Astros’ opponents so far:

Yankees/Mariners Lefty Hitters’ Platoon Splits in 2022
Name Handedness wOBA vs. L wOBA vs. R
Anthony Rizzo L .383 .342
Matt Carpenter L .524 .454
Oswaldo Cabera S .320 .323
Jarred Kelenic L .197 .257
J.P. Crawford L .294 .311
Adam Frazier L .262 .278
Carlos Santana S .354 .290
Abraham Toro S .241 .249
Cal Raleigh S .318 .334

While hitters like Rizzo and Carpenter don’t have career reverse splits like they did in 2022, they’ve only been marginally worse against left-handed pitching in their time in the big leagues. In other words, neither team had hitters that might inspire a manager to call on a lefty specialist. But the Astros’ effectiveness against lefties doesn’t just come from the tendencies of the hitters they’ve faced. Houston’s relievers are also well equipped to neutralize both left- and right-handed hitters. Consider the 2022 platoon splits of each reliever on the roster:

Astros Relievers Platoon Splits
Name wOBA vs. L wOBA vs. R
Ryan Pressly .230 .234
Rafael Montero .232 .250
Héctor Neris .240 .279
Ryne Stanek .233 .275
Bryan Abreu .237 .291
Hunter Brown .201 .338
Seth Martinez .338 .188
Luis Garcia .310 .282
José Urquidy .294 .334

Seven of the nine righties in Houston’s bullpen actually fared better against lefties than righties in 2022, and the only one with a pronounced weakness against lefties – Martinez – has yet to appear in a postseason game. Lefties slashed just .207/.269/.341 against this group during the regular season, posting a .270 wOBA compared to the .284 wOBA right-handed hitters produced against them. Both of these numbers are significantly better than the league as a whole – across the majors, right-handed relievers allowed a .310 wOBA to lefties and a .307 wOBA to righties in 2022. But the fact that the Astros’ top five relievers by innings pitched all ran reverse splits during the regular season is particularly important, and shows the value in relievers who can deal with any type of hitter, especially in the era of the three-batter minimum.

Now, we know that reverse splits can sometimes be unreliable in a small, single-season sample. But in addition to the fact that four of these pitchers – Pressly, Montero, Urquidy, and Abreu – have career reverse splits over a multi-season stretch, it’s still valuable to consider the methods the Astros use to make their relievers so effective against potent lefties.

Much of the Astros’ success in opposite-handed matchups comes from their relievers changing their pitch mix depending on the handedness of the batter. One way that pitchers attempt to limit their platoon splits is by throwing multiple fastballs. Cutters and four-seam fastballs tend to be close to platoon-neutral, but the horizontal run of a sinker often directs the ball into the barrel of opposite-handed hitters, giving it one of the largest splits of any pitch type. Three members of the Astros’ bullpen – Montero, Neris, and Martinez – threw both a four-seamer and a sinker during the regular season. The trio combined to throw 582 sinkers, just 13 of which were thrown to a left-handed hitter. While many pitchers with multiple fastball types throw more sinkers to same-handed opponents, few take it to the extreme levels these Astros do.

Sinkers aren’t the only pitch types that can generate platoon splits, though. Sliders can generate splits just as large – we know that sweepers are ridiculously effective against same-handed hitters, but can be risky against opposite-handed hitters for the same reason sinkers are – with their horizontal movement moving towards the opponent’s barrel. Sharper sliders with more gyroscopic spin also run platoon splits, albeit less extreme ones. The Astros’ bullpen throws a variety of different slider shapes – Garcia and Martinez dominate the horizontal movement charts, while Stanek’s moves like a bullet, and others like Pressly and Abreu have a more hybrid shape, with high marks in both sweep and velocity.

All nine Astros relievers throw a slider, ranging in frequency from Neris’ 6.6% usage rate to Abreu’s 44% clip. Combined with a few of them also throwing sinkers, everyone in this bullpen has a clear plan to get righties out. But how can they succeed with a lefty in the box? Offspeed pitches tend to run the most neutral, or even reverse platoon splits, and it’s no surprise that the Astros selectively throw their offspeed selections to lefties. These offspeed pitches consist of splitters from Neris and Stanek — it’s each pitcher’s most-used secondary — and changeups from nearly everyone else. When looking at their offspeed and slider usage in tandem, we can see very stark differences based on the batter’s handedness:

Astros Relievers Secondary Pitch Usage
Name Slider% vs. L Slider% vs. R Offspeed% vs. L Offspeed% vs. R
Ryan Pressly 29.5% 46.2% 2.2% 4.5%
Rafael Montero 2.6% 21.4% 35.1% 4.3%
Héctor Neris 1.4% 11.4% 45.1% 17.7%
Ryne Stanek 1.4% 30.1% 34.6% 15.2%
Bryan Abreu 35.5% 52.5% 0.6% 0.0%
Hunter Brown 8.5% 20.1% 3.7% 0.0%
Seth Martinez 6.3% 44.5% 31.2% 1.3%
Luis Garcia 1.5% 14.6% 19.6% 1.2%
José Urquidy 0.6% 24.4% 23.9% 7.2%
SOURCE: Baseball Savant

In 2022, right-handed pitchers threw sliders to right-handed opponents about 28% of the time, as compared to just 13.6% for lefty hitters. In other words, righties roughly doubled their slider usage in situations with the platoon advantage. For changeups and splitters, there’s an even larger difference. Righty hurlers used their offspeed stuff 18.4% of the time against lefties, but largely shelved those offerings against righties, dropping their usage to just 6.9%. The Astros have taken this to the extreme, almost completely ignoring their unfavorable pitches in certain matchups. Montero, Neris, Stanek, Garcia, and Urquidy use their sliders as real weapons against righties, but throw them under 3% of the time against lefties. On the other hand, Montero, Martinez, and Garcia throw tons of slowballs to lefties but almost completely ignore them when their sinkers and sliders get the job done. Replacing sliders with changeups and vice versa is far from a novel concept, but the Astros’ optimization of their relievers’ pitch usage is on another level. Of course, it helps that they don’t have to face the order multiple times (unless they’re Luis Garcia), but they’ve still managed to collectively run reverse splits as a unit all season.

While Houston has good reason to put their trust in their righties, Smith is still waiting in the wings and should be available if the Astros want to add him to their World Series roster as a specialist. It’s pretty clear he shouldn’t face a string of righties – his .362 wOBA allowed to them matches the full season performance of Carlos Correa – but is there a use for him in a situation with two outs, a lefty up, and no great pinch-hitting options, possibly in the early innings? Smith had a very solid .278 wOBA allowed to lefties in the regular season, though that actually makes him worse than all of the Astros’ high-leverage arms, only besting lower-leverage relievers like Martinez, Garcia, and Urquidy.

Let’s consider Philadelphia’s roster for a second. Houston didn’t sweat the lack of left-handed relievers on the roster the past two series because the Yankees and Mariners didn’t have any lefties who were dangerous with the platoon advantage and pedestrian without it. What about the lefty hitters on the Phillies? In addition to measuring the magnitude of their platoon splits, we should also look at their ability to handle the pitches being thrown at them. Smith is a slider-heavy lefty, especially against fellow southpaws — he throws them about two-thirds of the time. If they decide to leave Smith off the roster and continue to lean on their righties, the Phillies will likely see a lot of changeups and splitters. Using Statcast’s run values, we can measure exactly how well each hitter performed against a given pitch type to see whether the Astros would rather go with Smith or a righty against any of these hitters:

Phillies Left-Handed Hitters’ Platoon Splits
Name wOBA vs. L wOBA vs. R RV/100 vs. LHP Sliders RV/100 vs. RHP Offspeeds
Kyle Schwarber .305 .381 0.1 1.8
Bryce Harper .338 .384 2.3 2.2
Bryson Stott .330 .276 -0.5 -1.4
Brandon Marsh .217 .319 -2.0 3.8
SOURCE: Baseball Savant

Schwarber and Marsh had sizable splits during the regular season, and both find far more success against right-handed changeups than left-handed sliders. However, in late-game situations, the Phillies have right-handed outfielder Matt Vierling, who could hit should the Astros use a lefty. Vierling has started over Marsh against lefties, and has come in for Schwarber as a defensive substitute. The red-hot Harper has a platoon split of his own, but handles breaking pitches from lefties quite well, while Stott actually ran reverse splits during the regular season. With Vierling available off the bench and the three-batter minimum to contend with, it’s hard to see a case where Smith would clearly be better than someone on the current roster. However, three relievers – Garcia, Martinez, and Urquidy – didn’t appear in a single ALCS game. While Garcia and Urquidy are likely there to provide length and potentially an emergency start, Smith could replace Martinez as the ninth reliever in the unlikely event that his services are needed. I don’t think there has ever been a bullpen with six relievers that allowed wOBAs of .240 or lower against the batter handedness they should be weaker against, and the fact that we can’t find a clear and likely use case for a lefty specialist on such a large roster is a testament to this staff’s complete control over left-handed hitters. The Astros are four wins away from a World Series championship, and the fact that they’re dominant even in areas where teams aren’t meant to be is a huge reason why.


Jorge Mateo Deserved a Gold Glove

Jorge Mateo
Tommy Gilligan-USA TODAY Sports

Every year I have to remind myself that Gold Glove snubs aren’t worth getting worked up about. It’s exceedingly difficult to measure defense objectively, especially in a single season’s worth of games. It’s even harder for voters to make judgments about players’ defensive capabilities when they only watch them play a handful of games each year. Beyond that, the Gold Gloves have gone to “unworthy” players so often before that it’s foolish to be bothered by one more bad choice. Sometimes the wrong guy wins the Gold Glove, and that’s just how it goes. The players know it, the fans know it, and we all go on living.

Yet here I am, about to spend the next thousand or so words rattling on about how Jorge Mateo was snubbed for a Gold Glove. Because as troublesome as it is to evaluate defense, we do have some pretty great statistics available to help accomplish that task. And while Gold Gloves are awarded to undeserving fielders almost every season, they tend to go to those who need them the least: established stars with impressive offensive numbers. This year, the metrics make an ironclad case for Mateo at shortstop, and he would benefit from the recognition more than any of the three finalists. So against my better judgment, I’m here to write about a Gold Glove snub. If Rawlings won’t honor his dazzling defense, I’m going to have to do it myself. Read the rest of this entry »


Job Posting: Los Angeles Dodgers – Junior Analyst

Junior Analyst, Baseball Strategy & Information

Location: Los Angeles, CA
Status: Full Time
Reports to: Director, Baseball Strategy and Information

Summary:
The Baseball Strategy and Information team of the Los Angeles Dodgers is responsible for supporting the Major League Coaching Staff and Baseball Operations leadership group with data and information needed for strategic decision making. As a Junior Analyst, you will work with other members of the Baseball Strategy and Information team to build reports and visualizations to communicate insights clearly and concisely to stakeholders.

Job Functions:

  • Develop and deliver reports to the Major League Coaching Staff and Baseball Operations leadership group in a timely manner
  • Build new tools and improve existing ones, to optimize workflows and quality of information
  • Utilize statistical tools and metrics to analyze the Dodgers and upcoming opponents
  • Complete ad-hoc research as requested, summarizing key findings
  • Perform other related duties as assigned

Basic Requirements/Qualifications:

  • Bachelor’s degree in a STEM field (or equivalent experience)
  • Experience with R or Python
  • Familiarity with SQL, Git, and cloud-based computing concepts
  • Knowledge of sabermetric research and principles
  • Ability to work a varied schedule including evenings, weekends, and holidays

LOS ANGELES DODGERS LLC is firmly committed to providing equal opportunity for all qualified applicants from every race, creed, and background. The Organization is also firmly committed to complying with all applicable laws and governmental regulations at the state and local levels which prohibit discrimination.

LOS ANGELES DODGERS LLC considers all applicants without regard to national origin, race, color, religion, age, sex, sexual orientation, disability, military status, citizenship status, pregnancy or related medical conditions, marital status, ancestry-ethnicity, or any other characteristic protected by applicable state or federal civil rights law. The Immigration Reform and Control Act require that the Organization obtain documentation from every individual who is employed which verifies identity and authorizes their right to work in the United States.

COVID-19 Policy:
In accordance with the Los Angeles Dodgers’ policies relating to COVID-19, all newly-hired employees are required to be fully vaccinated and boosted against COVID-19 prior to commencing employment. Applicants who receive a conditional offer of employment will be required to provide proof of vaccination and first/primary booster prior to their first day of employment. Applicants who decline to be vaccinated and/or boosted because of a qualifying medical condition or a sincerely held religious belief may be considered for an exemption from these requirements.

To Apply:
To apply, please follow this link.

The content in this posting was created and provided solely by the Los Angeles Dodgers.


Job Posting: Los Angeles Angels – Baseball Systems Developer

Baseball Systems Developer

Description:
The Los Angeles Angels are seeking a Developer to join the Baseball Operations’ Baseball Systems Development team. This position will focus on the development and maintenance of the Angels’ internal baseball information system and all of the data flows that support it.

Responsibilities:

  • Design, develop and maintain the front end of the Angels’ internal baseball information system
  • Develop and maintain ETL processes for loading data from multiple sources using a variety of formats (APIs, JSON, XML, CSVs, etc.)
  • Identify, diagnose, and resolve data quality issues
  • Collaborate with the IT department to address needs related to Baseball Systems department
  • Remain up-to-date with respect to industry best practices and new technologies and how they relate to the club’s needs
  • Work on ad-hoc baseball related projects as needed

Qualifications:

  • Bachelor’s Degree in Computer Science, Engineering or a related field of study strongly preferred.
  • Programming experience with C#, JavaScript, Python, or other programming languages
  • Experience with modern database technologies and SQL
  • Preferred: Cloud experience
  • Preferred: Experience building and supporting ETL processes

Physical Demands:

  • Ability to frequently sit for extended periods of time 
  • Ability to occasionally work in inclement weather (when in stadium)
  • Ability to traverse from office to stadium frequently
  • Ability to occasionally lift up to 20 lbs.

The above statements are intended to describe the general nature and level of work being performed by individuals assigned to this position. They are not intended to be an exhaustive list of all duties, responsibilities, and skills required of personnel so classified.

Please note that any job offer is contingent upon your providing verification that you have been fully vaccinated (at least 14 days have passed since receiving final dose of vaccine) against COVID-19. Job offers will be withdrawn (regardless of whether you have already signed) if this condition is not satisfied. Unless and until this step has been completed, you should not resign your current employment, otherwise alter your employment status, or alter any personal circumstances in reliance on a conditional offer. Angels Baseball is committed to providing equal opportunity, and does not discriminate on the basis of any characteristic protected by law. If there is a medical or religious reason you believe you cannot comply with this requirement, please discuss with Human Resources if/when you are offered a position.

The Angels believe that diversity contributes to a more enriched collective perspective and a better decision-making process. All qualified applicants will receive consideration for employment without regard to race, color, religion, gender, gender identity or expression, sexual orientation, national origin, genetics, disability, age, or veteran status, or any other characteristic protected by law.

To Apply:
To apply, please follow this link.

The content in this posting was created and provided solely by the Los Angeles Angels.


Job Posting: Oakland Athletics – Multiple Openings

Player Development Analyst

Title: Player Development Analyst
Department: Baseball Operations
Reports to: Director, Baseball Development
Job Classification: Non-Exempt
City/State: Mesa, AZ

Job Summary
The Oakland A’s are hiring for a full-time Player Development Analyst to assist the Player Development Department. This position will handle multiple responsibilities, including building and reporting new statistical models and findings, assist in producing player improvement plans, and serve as a resource for the Player Development and Sports Science staffs. This position will also assist and in operating and producing analysis for various tracking technologies. This position will be primarily based out of Mesa, AZ.

Key Responsibilities

  • Produce statistical analysis and reporting for Player Development coaching staff.
  • Conduct research projects for various groups within Player Development (Strength & Conditioning, Sports Science).
  • Collaborate with the research and development team on statistical modeling techniques and projects with a focus on Player Development.
  • Assist with the capture and analysis of ball and player tracking technologies.
  • Assist the staff with ad-hoc analysis and reporting.
  • Other duties as assigned.

Qualifications/Requirements

  • Undergraduate degree in math, computer science, economics, statistics or related quantitative field.
  • Strong proficiency in SQL and R is required.
  • Experience Microsoft Excel is a plus.
  • Strong organizational skills and attention to detail.
  • Self-starter with an ability to handle multiple tasks and responsibilities.
  • Excellent communication skills including written and verbal; ability to present ideas clearly and concisely.
  • Playing background (baseball or softball) at the collegiate level or above a definite plus
  • Ability to work flexible hours including nights, weekends, and holidays
  • Some travel required (California, affiliate cities, or elsewhere)

COVID 19 Consideration
All Oakland A’s employees are required to be fully vaccinated against Covid-19 and must provide documentation of complete vaccination status as part of the pre-boarding process. Exceptions are available only for those who need an accommodation.

Equal Opportunity Employer
We are an equal opportunity employer, and all qualified applicants will receive consideration for employment without regard to race, color, religion, national origin, sex, sexual orientation, age, disability, gender identity, marital or veteran status, or any other protected class.

Job Questions:

  1. Why would you be a good fit for this position?

To Apply:
To apply, please follow this link.


Advanced Scouting Analyst

Title: Advanced Scouting Analyst
Department: Baseball Operations
Reports to: Director, Baseball Development
Job Classification: Non-Exempt
City/State: Oakland, CA

Job Summary
The Oakland A’s are hiring for a full-time Advanced Scouting Analyst to assist the Advance Scouting Department. This position crosses into the intersection of several fields (Baseball Operations, Player Development, Video, Research & Analytics). The ideal candidate will seamlessly integrate into the advance work process, aiding the coaching and video support staff in pre-game and game tasks for the duration of the 2023 season. This position will be primarily based out of Oakland, CA, but will require extensive travel with the Major League club.

Key Responsibilities

  • Assist in pre-game preparation and assignments for coaching and advance staff
  • Perform ad-hoc queries for coaching and video staff, and front office as needed
  • Help chart, film, and clip early work and game video and data feeds
  • Navigate through public and proprietary data sources for strategic insights
  • Perform other duties as assigned

Qualifications/Requirements

  • Degree from accredited college or university and/or equivalent experience.
  • Demonstrated quantitative background, either by degree or work sample (SQL, R, Python, Tableau, or other programming language)
  • Excellent verbal communication and problem solve IT or other technical issues
  • Proficient in Microsoft Office (Word, Excel, and Powerpoint)
  • Strong organizational skills and attention to detail
  • Playing background (baseball or softball) at the collegiate level or above a definite plus
  • Ability to work flexible hours including nights, weekends, and holidays
  • Some travel required (Arizona or elsewhere)

COVID 19 Consideration
All Oakland A’s employees are required to be fully vaccinated against Covid-19 and must provide documentation of complete vaccination status as part of the pre-boarding process. Exceptions are available only for those who need an accommodation.

Equal Opportunity Employer
We are an equal opportunity employer, and all qualified applicants will receive consideration for employment without regard to race, color, religion, national origin, sex, sexual orientation, age, disability, gender identity, marital or veteran status, or any other protected class.

Job Questions:

  1. Why would you be a good fit for this position?

To Apply:
To apply, please follow this link.


Baseball Operations Jr. Analyst

Title: Junior Analyst
Department: Baseball Operations
Reports to: Director, Research & Analytics
Job Classification: Non-Exempt
City/State: Oakland, CA

Job Summary
The Oakland A’s are hiring for a full-time Junior Analyst to assist the Baseball Operations Department. This position will handle multiple responsibilities, including building and reporting new statistical models and findings, as well as research to support all aspects of Baseball Operations in decision-making processes. This position will also handle and operate and provide analysis for various tracking technologies. This position will be primarily based out of Oakland, CA.

Key Responsibilities

  • Produce statistical analysis and reporting for the front office and coaching staff.
  • Conduct research projects for various departments within Baseball Operations.
  • Collaborate with the research and development team on statistical modeling techniques and projects.
  • Assist with the capture and analysis of ball and player tracking technologies.
  • Assist the staff with ad-hoc analysis and reporting.
  • Other duties as assigned.

Qualifications/Requirements

  • Undergraduate degree in math, computer science, economics, statistics or related quantitative field and/or equivalent experience.
  • Strong proficiency in SQL and R is required.
  • Experience Microsoft Excel is a plus.
  • Strong organizational skills and attention to detail.
  • Self-starter with an ability to handle multiple tasks and responsibilities.
  • Excellent communication skills including written and verbal; ability to present ideas clearly and concisely.
  • Playing background (baseball or softball) at the collegiate level or above a definite plus
  • Ability to work flexible hours including nights, weekends, and holidays
  • Some travel required (Arizona or elsewhere)

COVID 19 Consideration
All Oakland A’s employees are required to be fully vaccinated against Covid-19 and must provide documentation of complete vaccination status as part of the pre-boarding process. Exceptions are available only for those who need an accommodation.

Equal Opportunity Employer
We are an equal opportunity employer, and all qualified applicants will receive consideration for employment without regard to race, color, religion, national origin, sex, sexual orientation, age, disability, gender identity, marital or veteran status, or any other protected class.

Job Questions:

  1. Why would you be a good fit for this position?

To Apply:
To apply, please follow this link.

The content in this posting was created and provided solely by the Oakland Athletics.


Fernando Tatis Jr. Is Coming Back. Now Where the Heck Is He Going to Play?

Fernando Tatis Jr
Orlando Ramirez-USA TODAY Sports

When the Padres shake off the hurt from their NLCS loss, they’ll have plenty of reasons to look back on this season as a success in its own right and a springboard to more and better in 2023. They won 89 games and advanced further into the playoffs than they had in 24 years. Along the way they knocked off not one but two 100-win teams, including the hated Dodgers. Their top three starting pitchers are coming back, as are at least six starters of the remaining eight defensive positions. Oh yeah, and they’ll have a full season of Josh Hader and Juan Soto to look forward to.

Here’s the best news: At some point this postseason, you probably looked at Ha-Seong Kim and thought, “Was he always their shortstop? Didn’t they used to have this other guy? Tall fella, Freddie something?”

Fernando Tatis Jr.’s 2022 campaign was about as bad as his teammates’ season was good. Not only did he fail to play a single competitive game, but he also missed the season for pretty embarrassing reasons. First, he broke his wrist in a motorcycle accident — apparently one of several he suffered during the offseason — and thanks to the lockout the team didn’t find out the extent of his injuries until he arrived in camp in March. Then, just as his return seemed imminent, he tested positive for clostebol, an anabolic steroid, which cost him the rest of the year. As reasons for missing an entire season go, a careless and avoidable injury followed by a careless and avoidable suspension are not ideal.

But he’s coming back next year. After being suspended the last 48 games of the regular season, plus 12 more in the playoffs, his return date should be April 20 against Arizona, barring unexpected setbacks from a second wrist surgery last week.

A lot of the talk around Tatis’ reintegration has centered on winning his teammates and Padres management back over. (My advice: A sincere and concise apology, follow-up conversations with individuals as needed, perhaps followed by a small gift to show contrition and re-establish an atmosphere of collegiality. I hear athletes send each other protein powder in lieu of flowers.) But that’s between him and his team, and besides, forgiveness is easy to come by when you’re a shortstop with a 153 career wRC+. Read the rest of this entry »


Contemplating a Yankees Shakeup in the Wake of the Astros’ Sweep

© Vincent Carchietta-USA TODAY Sports

With a routine 73-mph comebacker off the bat of Aaron Judge, the Yankees’ season ended not with a bang but a whimper as the Astros completed their ALCS sweep to advance to the World Series for the second straight season, their third out of the last four, and their fourth out of six. Though two of this year’s ALCS games were decided by one run and another by two, the final result — the Yankees’ first time being swept out of a series since the 2012 ALCS — was a lopsided one, and it had an all-too-familiar feel.

Indeed, the Yankees have set a record by losing in five straight ALCS appearances (2010 by the Rangers, ’12 by the Tigers, ’17, ’19 and this year by the Astros). Including their 2015 AL Wild Card Game loss to the Astros, they’ve been bounced by Houston in four straight postseason meetings, an imbalance not unlike their own recent dominance of the A’s and Twins:

Back in July, Yankees manager Aaron Boone spoke of the need for his team to surmount the Astros, saying, “Ultimately, we may have to slay the dragon, right?… The narrative’s not to going to change until you beat them in the playoffs, if that day comes.” But with another series loss, their season has ended in disappointment. Even if it’s by way of a short series — one of just four (out of 10) in which the team with the better regular season record triumphed — it’s a blow that has sent the Yankees reeling. Read the rest of this entry »


The Well-Rounded Astros Are a Handful on Both Sides of the Ball

© Robert Deutsch-USA TODAY Sports

Runs have been hard to come by this postseason. Through Sunday’s games, pitchers have done an extremely effective job of limiting opposing offenses, holding hitters to a collective .213/.279/.361 batting line and a .283 wOBA. They’ve struck out 26.7% of batters faced, which would rank as the highest postseason rate of this strikeout-friendly era despite regular-season rates dropping nearly a full percentage point this year. The expected stats back up the offensive struggles – or, perhaps more appropriately, the pitching achievements — of playoff teams so far. Batters’ .220 xBA, .287 xOBP, .372 xSLG, and .292 xwOBA would all be the lowest of the Statcast era. Pitching staffs have managed to limit home runs to 3.1% of plate appearances – the lowest rate since 2018 – and held run production to 3.72 runs per team-game, over half a run lower than in the regular season. It remains incredibly difficult to hit a baseball.

And yet despite that harsh run environment, the Houston Astros have thrived, sweeping the Mariners and the Yankees en route to their fourth World Series appearance in six years. All but one of their wins have been by a margin of one or two runs, but as close as they might have come, Houston’s opponents have yet to figure out how to beat a team that seems to be doing just about everything right. Since Justin Verlander allowed six runs over four innings in an uncharacteristically bad ALDS Game 1 start, the Astros pitching staff has allowed just nine earned runs in 68.0 innings (a 1.19 ERA), while their offense has outscored their opponents 31-18 through seven games. Read the rest of this entry »


Adley Rutschman on Learning How To Handle High Heaters

© Dan Hamilton-USA TODAY Sports

Adley Rutschman batted .304 with a .581 slugging percentage against four-seam fastballs this season, and learning how to handle heaters up in the zone played a big part in that success. Prior to being drafted first overall by the Baltimore Orioles in 2019 out of Oregon State University, the 24-year-old catcher wasn’t used to being attacked with elevated offerings. That changed when he entered pro ball. As a result, Rutschman found himself having to make both mental and mechanical tweaks as a hitter, and he’s done so with aplomb. The switch-hitting catcher is coming off a rookie season during which he logged a 133 wRC+ with 49 extra-base hits in 470 plate appearances.

Rutschman discussed his up-in-the-zone approach when the Orioles visited Fenway Park in late September.

———

On adjusting to professional pitchers:
“Comparing the pitching styles of college versus pro ball, one of the biggest changes I’ve seen is guys pitching up in the zone. Another is that, analytically, teams are more so taking into account what guys do well and working off of those strengths. In college, I feel like how teams pitched was very program-dependent.

“Up here, if guys have a good four-seam fastball, they’re usually pitching up in the zone. If they’ve got a good two-seam fastball, they’re attacking you horizontally. That was a big adjustment, learning to cover top to bottom instead of just in and out. Not that guys here don’t ever thrown in and out. They will, so there’s more variation. Read the rest of this entry »


Job Posting: Cleveland Guardians – Baseball Technology Fellow

Cleveland Guardians Baseball Technology Fellowship

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 new 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.

We are seeking Fellows to join our Baseball Technology department. Each Fellow will work full-time with one of our minor league affiliates 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.

The ideal candidate will be curious, creative, open-minded, and excited to work in a collaborative environment. The candidate will be able to clearly communicate with others, build strong relationships, and have the ability to present complex topics to a wide range of audiences. They will take the initiative to perform research in the areas of their choosing that advances the Guardians’ player development procedures and philosophies.

Essential Duties & Responsibilities
Baseball Technology:

  • Operate bat/ball tracking technology and other sports science technology.
  • Manage pre-game, in-game, and post-game video process.
  • 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:

  • Coordinate Advance Scouting Process with Minor League field staff.
  • 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.

Requirements:
The Cleveland Guardians are committed to developing and maintaining an environment that embraces all forms of diversity to enrich our core values, enhance our competitive position, strengthen our impact within our community, and foster a greater sense of belonging for our employees.

In this spirit, we know studies have shown that people from historically underserved groups – including women and people of color – are less likely to apply for jobs unless they believe they meet every one of the qualifications as described in a job description. We are most interested in finding the best candidate for the job and understand that candidate may bring certain skills and experiences to the role that are not listed above, but that would add tremendous value to our organization. We would encourage you to apply, even if you don’t believe you meet every one of our qualifications described.

  • 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.

Skills:

  • Organization: Ability to create, maintain and execute a schedule with precision and agility.
  • 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 (i.e. Adobe Premier) a plus.
  • Experience with SQL and statistical software (i.e. R, Python, Stata, SAS) a plus.
  • Experience in troubleshooting network, computer, and other device connectivity issues a plus.
  • Proficiency with Microsoft Office.
  • Working knowledge of advanced baseball statistics and publicly available research.

Standard Requirements:

  • Represents the Cleveland Guardians in a positive fashion to all business partners and the general public.
  • Reads, speaks, comprehends, and communicates English effectively in all communications.
  • Ability to develop and maintain successful working relationship with members of the Front Office.
  • Ability to act according to the organizational values and service excellence at all times.
  • Ability to work with diverse populations and have a demonstrated commitment to social justice.
  • Ability to walk, sit or stand for an entire shift.
  • Ability to work extended days and hours, including holidays and weekends.
  • Ability to move throughout all areas and levels of the Ballpark.
  • Ability to work in a diverse and changing environment.
  • Occasional physical activity such as lifting and carrying boxes up to 25 lbs.

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.