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.

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

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

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

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

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

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

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

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

It had been leading up to this all day. After the Phillies routed the heavily favored Braves, after the Astros clinched their ALCS ticket with a go-ahead home run by Jeremy Peña in the 18th inning, and after Oscar Gonzalez walked up to the SpongeBob SquarePants theme and walked off the Yankees, of course it was the Padres who authored the closing spectacle. Down 3–0 in the seventh of Game 4, they rallied for five runs and are headed to the NLCS, their first in 24 years.

The Dodgers, meanwhile, have been saddled with one of their most humiliating losses in recent memory. A juggernaut in the regular season, none of their 111-win momentum carried over into this elimination game, or the entire series for that matter. For those who enjoy it, Los Angeles’ rapid implosion is a refreshing splash of schadenfreude; the 116-win 2001 Mariners at least made it past the Division Series, but the 2022 Dodgers will live in infamy for having won one measly playoff game.

Their collapse is made all the more heartbreaking by the auspicious start that preceded it. Watching the Dodgers had been an excruciating experience this series, punctuated by brief moments of hope to be deflated soon after. They were 0-for-their-last-20 with runners in scoring position, if that makes sense. But finally, Los Angeles broke through in the third inning. Mookie Betts drew a lead-off walk, Trea Turner doubled, and so did Freddie Freeman to drive in two runs:

For the first time in what felt like an interminable while, the top of the Dodgers’ order resembled the well-oiled, run-producing machine that flattened its opponents. Before it could kick into overdrive, however, Joe Musgrove settled down, getting the two additional outs needed to shut the door.

Speaking of Musgrove, he featured his four-seam fastball 44% of the time, which, considering his regular-season rate of 24%, was uncharacteristic. But it also made perfect sense. The one misconception about the Dodgers, likely popularized by this graphic, is that they are a superb fastball-hitting team. Rather, they are a superb fastball-taking team; their chase-averse tendencies are responsible for a collectively high run value. When attempting to make contact, though, the Dodgers have been objectively terrible. The optimal strategy against them, then, is to throw fastballs for strikes. That’s basically what Musgrove did, even though he sometimes strayed too far to his glove side:

As a result, Musgrove largely cruised through the game. The only other moment of danger he encountered came in the sixth, when fatigue seemed to set in, resulting in a walk followed by a single. But as the internet loves to proclaim, Musgrove got that dog in him. He struck out Chris Taylor looking for the second out, then Gavin Lux swinging on a perfectly-located high fastball for the third. Read the rest of this entry »

Imagine that you were running the Padres, and a genie appeared on July 15. The genie told you you’d carry a one-run lead into the ninth inning of Game 3 in an NLDS clash with the Dodgers. Knowing that, what would you do for the next two weeks? Scramble to the ends of the earth to find the best closer available, that’s what.

Josh Hader stepped to the mound in the top of the ninth inning on Friday night with a one-run lead. He’s been one of the very best relievers in baseball since the first day he stepped on a major league mound. No one has thrown more relief innings since 2017 with a lower ERA. Only 12 relievers have thrown more innings, period. He’s been both durable and dominant — and crucially, available in trade.

Since joining the Padres, Hader has been anything but automatic. There’s reason to wonder whether he’s still a member of that top relief tier; his strikeout rate has plummeted and his walk rate has increased, never a welcome sign for a fastball-dominant reliever. But he’s still Josh Hader, and he put up a vintage Hader month in September. As bullpen toppers go, he’s one of the best. He’d have to be, facing the smallest possible lead against the scariest possible opponent, and in the pressure cooker of the playoffs to boot.

How did the Padres get to this situation that A.J. Preller perfectly outfitted the team for? It’s a long story, and one that wasn’t preordained. If a few early breaks had gone a different way, the Padres might have led by five. They might have trailed. That’s an inevitable fact of baseball. The margins are so slim, the teams so evenly matched from night to night, that no outcome is inevitable. Read the rest of this entry »

A game that figured to be a pitcher’s duel and felt like a 11–10 outburst was neither. Instead, 20 hits, five home runs, and somehow just eight total runs later, it was a classic, tense, tooth-and-nail affair in which neither team enjoyed the comfort of a win probability over 75% until the conclusion of the seventh inning, and even then, it hardly felt that way. At the end, the Padres punched back and evened the score against their big brother/daddy, beating the 111-win Dodgers, 5–3.

After Los Angeles took Game 1 on Tuesday, Clayton Kershaw met Yu Darvish in Game 2 on Wednesday night in a matchup of two of the league’s finest of the moment and the last decade. But both had their hands full with deeply talented lineups. Darvish was missing velocity on most of his arsenal, issued two walks, and surrendered three home runs, but spread the damage out enough to leave with a lead, albeit after just 15 outs. Kershaw kept the Dodgers in the game but also lasted just five innings, though he did manage to pass Justin Verlander and reclaim, for now, the all-time career postseason strikeout record with 213. Read the rest of this entry »

Here’s some hard-won advice, earned over a lifetime of experience as an oldest child: Whatever you do, never let your little brother win. Love your siblings, protect them, sure, but don’t give them an inch. Once they get it in their heads that they can beat you, they will.

The Dodgers understand this. Their rivalry with the Padres teases us with thrilling talent and occasional flash points of ferocity, but it remains one-sided. Tuesday’s 5-3 Game 1 win is merely the latest example. The Dodgers couldn’t complete the rout they threatened in the early innings, but just as they couldn’t put the game to bed early, neither could the Padres claw all the way back. Read the rest of this entry »

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

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

Guardians’ offense vs. Yankees’ sinkerballers

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

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

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

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

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

It wouldn’t be unreasonable to say that no matter what happens, the 2022 Padres ultimately had a fine season. Despite losing their best player for the entire season (and a chunk of the next one), they won 89 games and made the playoffs, and also acquired one of the best young players ever available via trade. They excised the worst of 2021’s demons in avoiding a repeat of the sudden, stunning collapse that transformed them from a top-tier contender to a sub-.500 squad. And most recently, they went to New York and ended the season of the 101-win Mets. But the season would still not feel like a triumph if they now fell to their biggest rival, the Los Angeles Dodgers (sorry, Giants fans, you have to share your bête noire). That’s easier said than done.

The rivalry between the Dodgers and Padres over the last few years has largely been a mismatch. San Diego went a miserable 5–14 against the Dodgers in 2022, didn’t even take a single series against them this season, and haven’t had a winning record in this matchup since 2010. To add injury to insult, the only time the Padres have made the playoffs during the A.J. Preller era, the weird 2020 season, it was the Dodgers that sent them packing in a 3–0 sweep in the NLDS.

Let’s start things out with the ZiPS game-by-game projection.

The Dodgers are keeping it close, as of press time, whether Clayton Kershaw or Julio Urías will be the Game 1 starter (though reportedly, they already know). While Kershaw has seniority in the rotation, the team has regularly not started him in the first game of a series when he’s available, with both Urías and Walker Buehler among the pitchers getting the nod in recent years among others. ZiPS would slightly favor Kershaw as the Game 1/Game 5 starter, bumping the projected probability of the Dodgers advancing from 60.2% to 61.6%. While Urías won his first ERA crown in 2022, his peripherals are down slightly from ’21. Read the rest of this entry »