Tommy Pham got benched this postseason. That probably sounds weird to you, and for good reason. He’s been one of Arizona’s most consistent players in the World Series, with hits in every game and a boatload of loud contact. But not so long ago – Game 5 of the NLCS, to be precise – Torey Lovullo sent Pham to the bench and didn’t even call on him to pinch-hit.

Why? It’s pretty simple: Pham wasn’t hitting. He struck out six times in his first 13 plate appearances of the championship series. More broadly, he was mired in a postseason-long funk. He was hitting .229/.250/.314 in October, and his peripherals were somehow even worse than that. He posted a 2.8% walk rate and 30.6% strikeout rate. His chase rate was up five percentage points compared to the regular season. His hard-hit rate was down, albeit in a tiny sample. Don’t write this off as merely a random blip; Pham was legitimately playing worse, and the poor results were a natural consequence.

While Torey Lovullo phrased it as more of a rest day – “I just was giving him a little bit of a blow,” he told Sam Blum – I think there was a little more to it than that. Zack Wheeler, the pitcher that night, has an expansive arsenal, but against righties, he tends to feature his sinker and sweeper. Sinkers might be Pham’s greatest weakness. Read the rest of this entry »

The Rangers’ Game 3 win proved costly and bittersweet, as both starter Max Scherzer and right fielder Adolis García departed due to injuries. General manager Chris Young and manager Bruce Bochy chose to treat the losses with the urgency befitting a team in hot pursuit of a championship, so prior to Tuesday night’s Game 4, both were replaced on the active roster, officially ending the seasons of a prospective Game 7 starter and record-setting cleanup hitter. Lefty reliever Brock Burke and utilityman Ezequiel Duran were anointed to replace them, ensuring Bochy a full complement of 26 able bodies.

The Rangers waited until an hour before gametime to announce the moves, which added an element of surprise to the situation, though had the injuries occurred during the regular season, the replacement of both players would have been a foregone conclusion. From the vantage point of the 10–0 lead the Rangers built by the third inning of Game 4 and the 11–7 victory that pushed them to within one win of a championship, the absences were felt, albeit not quite in the manner one might have expected. Burke pitched briefly and badly, and Duran remained a bystander as Travis Jankowski picked up the slack in García’s stead. Read the rest of this entry »

Direct Links (Please see full job postings below):

Software Engineer
Data Engineer

Software Engineer, Baseball Systems

DEPARTMENT: Baseball Operations: Research & Development – Baseball Systems
REPORTS TO: Director, Baseball Systems
FLSA STATUS: Exempt

Description:
The Chicago Cubs Baseball Systems Department is seeking to potentially fill a Baseball Systems Software Engineer position. We are a department focused on creating innovative software tools and data solutions that directly impact all facets of baseball operations and are used by scouts, coaches, players, player development staff, and the baseball operations front office. This role will focus on the development and maintenance of those systems, including creating web interfaces and web tools for the user interface; assisting in mobile application development; and building automated ETL processes which feed it.

Responsibilities:

• Assist in the design and implementation of web interfaces for the Baseball Ops information system

• Assist with building data visualizations for baseball users

• Develop and maintain ETL processes for loading, processing, and quality-checking new data sources

• Build and/or support mobile-friendly user interfaces and experiences

• Build and/or support web services and business-layer applications that speak to both back-end databases and front-end interfaces

• Provide development support and guidance to Baseball Operations power users and general support to all Baseball Operations front-office and field personnel, as needed

• Examine, and where appropriate, prototype new technologies in the pursuit of creating competitive advantages through software, applications, and tools

Required Qualifications:

• Bachelor’s degree in Computer Science, Engineering or Related Subjects

• Experience with modern web-development practices, including HTML/CSS and/or front-end Javascript frameworks such as ReactJS, Angular or Vue

• Expertise in Python, Java, C# or a similar language

• Expertise with modern database technologies and SQL

• Excellent written and verbal communication skills

Desired Qualifications:

• Experience in building and deploying cloud technologies (e.g., AWS, GCP, Azure, etc.)

• Experience in DevOps practices, including CI/CD, automated testing, and infrastructure as code

• Experience building web or native applications for mobile devices

• Experience building and supporting ETL processes

• Working knowledge of advanced baseball statistics and sabermetric concepts

Response Expectations:
Due to the overwhelming number of applications we receive, we unfortunately may not be able to respond in person to each applicant. However, we can assure you that you will receive an email confirmation when you apply as well as additional email notifications whether you are selected to move forward for the position or not. Please note, we keep all resumes on file and will contact you should we wish to schedule an interview with you.

To Apply:
To apply, please follow this link.

Data Engineer, Baseball Systems

DEPARTMENT: Baseball Operations: Research & Development – Baseball Systems
REPORTS TO: Director, Baseball Systems
FLSA STATUS: Exempt

Description:
The Chicago Cubs Baseball Systems Department is seeking to potentially fill a Baseball Systems Data Engineer position. We are a department focused on creating innovative software tools and data solutions that directly impact all facets of baseball operations and are used by scouts, coaches, players, player development staff, and the baseball operations front office. This role will focus on the import and maintenance of the Chicago Cubs baseball information system data warehouse, including building automated ETL processes which feed it; maintaining back-end databases; automating data quality checks; and troubleshooting data source issues.

Responsibilities:

• Develop and maintain ETL processes for loading and processing new data sources

• Create automated processes to identify data integrity problems

• Diagnose and resolve data source issues

Required Qualifications:

• Bachelor’s degree in Computer Science, Engineering or Related Subjects

• Expertise with modern database technologies and SQL

• Expertise in Python, Java, C# or a similar language

• Excellent written and verbal communication skills

• High level of attention to detail

Desired Qualifications:

• Experience building and supporting ETL processes

• Experience with Airflow or related scheduling tools

• Experience working in a Linux environment

• Experience working with cloud-based computing

• Working knowledge of advanced baseball statistics and sabermetric concepts

• Knowledge of statistical concepts

Response Expectations:
Due to the overwhelming number of applications we receive, we unfortunately may not be able to respond in person to each applicant. However, we can assure you that you will receive an email confirmation when you apply as well as additional email notifications whether you are selected to move forward for the position or not. Please note, we keep all resumes on file and will contact you should we wish to schedule an interview with you.

To Apply:
To apply, please follow this link.

The content in this posting was created and provided solely by the Chicago Cubs.

Do you like pitchers? Of course you do – you’re reading a recap of a World Series game on FanGraphs. Good news, then: Game 4 had so many pitchers. Swingmen, high-leverage guys, LOOGYs, ROOGYs, forgotten starters who had accumulated a light covering of dust throughout the playoffs, closers, setup men. You name it, this one had it. Unless, of course, you were rooting for the Diamondbacks.

When bullpen games work, a whirling mass of relievers traipse onto the mound and befuddle the hitters. When bullpen games don’t work, a whirling mass of relievers still traipse onto the mound, but with significantly less befuddling. Tuesday was one of those nights.

Joe Mantiply started off smoothly for the Diamondbacks, with four outs among the first six hitters. The bottom of the lineup was up, but Mantiply had already thrown 28 pitches, and Torey Lovullo started the bullpen carousel. Miguel Castro came in – and then things fell apart.

Castro retired the first batter he faced, but he just didn’t have it. Even that at-bat featured spotty command, and things got worse from there. With Leody Taveras batting, Castro uncorked a wild pitch that allowed a run to score. Then he walked Taveras. Then Travis Jankowski, who had only batted twice this postseason and was only in the lineup due to Adolis García’s oblique injury, laced a line drive single. Suddenly Texas’ best hitters were up with a chance to do damage. Read the rest of this entry »

Luke Little was an afterthought when our 2023 Chicago Cubs Top Prospects list came out in early July. Pitching for Double-A Tennessee at the time, the now–23-year-old southpaw garnered no more than an honorable mention on a list that ran 52 players deep. His stock has since risen markedly. By season’s end, he had earned a big league cup of coffee and thrown 6.2 scoreless innings over seven appearances. Featuring a high-octane heater and a sweeper delivered from a low arm slot, he fanned a dozen batters and allowed just five hits.

His numbers across three levels of the minor leagues were every bit as impressive. Over 36 appearances, all but four as a reliever, the 2020 fourth-round pick out of San Jacinto College had 105 strikeouts and surrendered 40 hits in 63.2 innings. He’s an imposing figure on the mound: The Charlotte, North Carolina native stands 6-foot-8 and weighs 270 pounds.

Little discussed his repertoire and delivery prior to a late-September game at Wrigley Field.

———

David Laurila: Who are you on the mound? For instance, do you identify as a power pitcher?

Luke Little: “I like to think I’m a power pitcher. Obviously, I throw hard. At the same time, I like to think that I have good offspeed pitches. I’ve been really comfortable with my slider, and I’ve also got a good feel for my splitter now, although I haven’t thrown it too much.”

Laurila: How hard are you throwing?

Little: “Last night [September 19 against the Pirates], I sat 97 [mph] with my fastball, and my slider was 81–82. I was up to 99 with my fastball at the beginning of the year, [which is] the hardest I’ve ever thrown, when I was a starter [with High-A South Bend].” Read the rest of this entry »

On October 18, Rawlings and MLB announced this year’s Gold Glove finalists. Conspicuously absent from the list were two electric young Royals: Bobby Witt Jr. and Maikel Garcia. The pair took to social media to voice their thoughts on the selections, with Garcia labelling the process “a joke,” team captain Salvador Perez backing him up, and Witt perhaps summarizing our collective thoughts most concisely with a simple thinking face emoji:

? https://t.co/WnoqeHe9qv

— Bobby Witt Jr (@BwittJr) October 18, 2023

What led to Witt and Garcia’s exclusions? Let’s review the Gold Glove criteria. The SABR Defensive Index, or SDI, is a proprietary blend of fielding metrics that comprises about 25% of the selection process, with the rest depending on the votes of the manager and six other coaches per team. These seven votes per team can only be allocated to qualified players within the same league as the team, but not players on the team. So, for example, Royals coaches can only vote for non-Royal American League qualified players. Read the rest of this entry »

While Monday night’s World Series Game 3 victory might not qualify as Pyrrhic, it definitely came at a price for the Rangers. After three scoreless innings, starter Max Scherzer left with back tightness, forcing Jon Gray into an impromptu piggyback start. Adolis García, who is in the midst of a jaw-dropping, record-setting postseason run, left after seven innings with left side tightness. Meanwhile, two days removed from stealing one on the road in Texas, the Diamondbacks must feel deflated, losing 3-1 despite outhitting the Rangers, six hits to five. Texas now boast a 2-1 series lead.

Coming in, the question was about Scherzer’s thumb, which had developed a cut just below the base of the nail. He reportedly kept the wound from reopening with a concoction of super glue and cotton. It’s hard to say, but it could have had an effect on his pitching. Scherzer’s spin rate was below his season average on all five of his pitches (even during the first two innings, when his velocity was above his season average), and his curveball, slider, and changeup all had less movement than usual. Until his injury, Scherzer seemed to be benefitting from luck. He walked two and allowed two hits over his three innings, but he kept the Diamondbacks off the scoreboard by virtue of a double play, an outfield assist on some bad baserunning in the second inning, and a fortunate bounce on a comebacker. 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 Josh Jung and Geraldo Perdomo have been important, too. Forget trusting your veterans; the playoffs are about trusting your best players. Nathan Eovaldi is valuable 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. Read the rest of this entry »

If there’s been one constant for the Diamondbacks during their run to the World Series, it hasn’t been dominant starting pitching or shutdown relief work, though they’ve gotten their shares of both. It’s been Ketel Marte, who has not only hit safely in all 14 of Arizona’s playoff games but also set a new postseason record on Saturday night with an 18-game hitting streak, dating back to 2017. He claimed the record by slapping a two-run eighth-inning single off Martín Pérez in Game 2.

Marte’s streak began with the 2017 NL Wild Card game, when his 3-for-5 showing against the Rockies (including starter and current Ranger Jon Gray) helped the Diamondbacks to an 11–8 win. He hit in all three games of the Division Series against the Dodgers, even homering off Clayton Kershaw, but the Diamondbacks were swept nonetheless. Six years later, the 30-year-old switch-hitter picked up where he left off, with a game-tying homer off Corbin Burnes in the NL Wild Card Series opener against the Brewers — one pitch after Corbin Carroll had homered off Burnes as well. His two-run single off Freddy Peralta in Game 2 of the Wild Card Series turned a 2–1 deficit into a 3–2 lead, sending the Diamondbacks on their merry way to their first upset of the postseason. Read the rest of this entry »

Shintaro Fujinami has a good understanding of how NPB compares to MLB. Prior to signing with the Oakland Athletics in January (and subsequently being traded to the Baltimore Orioles in July), the 29-year-old right-hander spent 10 seasons with the Hanshin Tigers. Along the way he faced many of Japan’s top hitters, with Central League stalwarts such as Munetaka Murakami and Kazuma Okamoto among the standouts. The latter was the first name Fujinami mentioned when I asked which of his former position-player opponents would best perform stateside.

“I think that Okamoto, the third baseman for the Tokyo Yomiuri Giants, would be pretty good here,” replied Fujinama, who went 7-8 with a 7.18 ERA over 79 relief innings in his first MLB season. “He’s a power hitter in Japan, although a power hitter there isn’t the same as here. Power hitters in Japan won’t hit 40 home runs over here like Shohei Ohtani does. But he would do well.”

A 27-year-old right-handed hitter, Okamoto slugged an NPB-best 41 home runs this year while slashing .278/.374/.585. He’s gone deep at least 30 times in each of the last six seasons, a span that includes a .274 batting average and 108 strikeouts annually. Despite the not-low K totals, Fujinami believes that Okamoto possesses the bat-to-ball skills to handle MLB pitching. Moreover, he doesn’t feel that high heaters would bedevil the Yomiuri slugger.

“He has good contact-ability, and he’s also good at hitting fastballs,” Fujinami told me during our September conversation. “The fastball velocity here is higher than it is in Japan, but I feel that Okamoto could make an adjustment to that if he came here. I think that Okamoto can hit a fastball at the top of the zone better than Murakami. If I had to pick one to bring here to the states, I would pick Okamoto.” Read the rest of this entry »