Archive for Dodgers

JAWS and the 2020 Hall of Fame Ballot: Manny Ramirez

The following article is part of Jay Jaffe’s ongoing look at the candidates on the BBWAA 2020 Hall of Fame ballot. Originally written for the 2017 election at SI.com, it has been updated to reflect recent voting results as well as additional research. For a detailed introduction to this year’s ballot, and other candidates in the series, use the tool above; an introduction to JAWS can be found here. For a tentative schedule and a chance to fill out a Hall of Fame ballot for our crowdsourcing project, see here. All WAR figures refer to the Baseball-Reference version unless otherwise indicated.

A savant in the batter’s box, Manny Ramirez could be an idiot just about everywhere else — sometimes amusingly, sometimes much less so. The Dominican-born slugger, who grew up in the Washington Heights neighborhood of upper Manhattan, stands as one of the greatest hitters of all time, a power-hitting right-handed slugger who spent the better part of his 19 seasons (1993–2011) terrorizing pitchers. A 12-time All-Star, Ramirez bashed 555 home runs and helped the Indians and the Red Sox reach two World Series apiece, adding a record 29 postseason homers along the way. He was the World Series MVP for Boston in 2004, when the club won its first championship in 86 years.

For all of his prowess with the bat, Ramirez’s lapses — Manny Being Manny — both on and off the field are legendary. There was the time in 1997 that he “stole” first base, returning to the bag after a successful steal of second because he thought Jim Thome had fouled off a pitch… the time in 2004 that he inexplicably cut off center fielder Johnny Damon’s relay throw from about 30 feet away, leading to an inside-the-park home run… the time in 2005 when he disappeared mid-inning to relieve himself inside Fenway Park’s Green Monster… the time in 2008 that he high-fived a fan mid-play between catching a fly ball and doubling a runner off first… and so much more. Read the rest of this entry »


Job Posting: Dodgers Amateur Scouting Assistant

Title: Assistant, Amateur Scouting

Department: Amateur Scouting
Status: Full-Time, Seasonal
Reports to: Assistant Director, Amateur Scouting
Deadline: December 1, 2019

The Los Angeles Dodgers are seeking an Assistant in the Amateur Scouting Department. This role will focus on providing administrative and technical support throughout the year in preparation for the 2020 and 2021 Rule 4 Drafts, in addition to being exposed to both traditional scouting and analytically-based concepts related to player evaluation. The individual will work closely with the entire amateur scouting staff in order to gather, organize, and process all pertinent information prior to the 2020 Draft and assist with in-person data collection as needed throughout the season.

Job Functions:

  • Provide administrative, logistical, and technical support to the Amateur Scouting and Baseball Operations Departments, mostly in preparation for the Rule 4 Draft.
  • Assist with the collection of biographical, medical, and statistical information on Draft-eligible players.
  • Manage the daily in-flow of information through various internal and external data sources, implement detailed tracking processes to organize all information, and effectively communicate information needs throughout the department.
  • Assist with the planning and execution of various department meetings and events—including Preseason and Pre-Draft workouts, Post-Draft Mini-Camps, and several department-wide meetings throughout the year.
  • Provide in-person player evaluations, in-person video collection, and ad-hoc data collection and analysis, on an as-needed basis.
  • Perform related duties as assigned.

Basic Requirements/Qualifications:

  • Bachelor’s degree
  • Willingness and ability to relocate to Glendale, AZ or Los Angeles, CA
  • Fervent passion for baseball and a career in player evaluation
  • Strong to excellent organizational, interpersonal, and time management skills
  • Strong verbal and written communication skills
  • Proficiency in Microsoft Word, PowerPoint, and Excel with experience or exposure with SQL being an advantage
  • Ability to lift and carry 25 lbs
  • Willingness and ability to work weekends, holidays, and open to travel, as needed

To Apply:
To apply, please complete the application, which can be found here.

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


RosterResource Free Agency Roundup: NL West

This is the last of a six-part series — the AL East, AL Central, AL West, NL East, and NL Central pieces have been published — in which I’m highlighting each team’s most notable free agents and how it could fill the resulting void on the roster. A player’s rank on our recently released Top 50 Free Agents list, along with Kiley McDaniel’s contract estimates from that exercise, are listed where relevant. In some cases, the team already has a capable replacement ready to step in. In others, it’s clear the team will either attempt to re-sign their player or look to the trade or free agent markets for help. The remaining cases are somewhere in between, with in-house candidates who might be the answer, but aren’t such obvious everyday players to keep the team from shopping around for better options.

Here’s a look at the National League West.

Arizona Diamondbacks | Depth Chart | Payroll

Wilmer Flores, INF

Flores could still fit on the Diamondbacks’ roster in 2020, but in what capacity depends on how the team plans on using Ketel Marte, who made 89 starts in center field and 45 starts at second base last season.

If Marte moves to the outfield full-time, Flores would have more value to the team as a semi-regular at second base while filling in occasionally at either corner infield spot. There are several other middle infield options, however, including Domingo Leyba, Josh Rojas, Ildemaro Vargas, and Andy Young, which could be why the team declined Flores’ $6 million club option despite his career-high 120 wRC+ in 285 plate appearances. Read the rest of this entry »


Tommy John’s Career Was More Than Just a Surgical Procedure

This post is part of a series concerning the 2020 Modern Baseball Era Committee ballot, covering executives and long-retired players whose candidacies will be voted upon at the Winter Meetings in San Diego on December 8. For an introduction to JAWS, see here. Several profiles in this series are adapted from work previously published at SI.com, Baseball Prospectus, and Futility Infielder. All WAR figures refer to the Baseball-Reference version unless otherwise indicated.

2020 Modern Baseball Candidate: Tommy John
Pitcher Career WAR Peak WAR JAWS
Tommy John 61.5 34.6 48.0
Avg. HOF SP 73.2 49.9 61.5
W-L SO ERA ERA+
288-231 2,245 3.34 111
SOURCE: Baseball-Reference

Tommy John spent 26 seasons pitching in the majors from 1963-74 and then 1976-89, more than any player besides Nolan Ryan, but his level of fame stems as much from the year that cleaves that span as it does from his work on the mound. As the recipient of the most famous sports medicine procedure of all time, the elbow ligament replacement surgery performed by Dr. Frank Jobe in late 1974 that now bears his name, John endured an arduous year-long rehab process before returning to pitch as well as ever, a recovery that gave hope to generations of injured pitchers whose careers might otherwise have ended. Tommy John surgery has somewhat obscured the pitcher’s on-field accomplishments, however.

A sinkerballer who relied upon his command and control to limit hard contact, John didn’t overpower hitters; the epitome of the “crafty lefty,” he was so good at his craft that he arrived on the major league scene at age 20 and made his final appearance three days after his 46th birthday. He made three All-Star teams and was a key starter on five clubs that reached the postseason and three that won pennants, though he wound up on the losing end of the World Series each time.

Born in 1943 in Terre Haute, Indiana, John excelled in basketball as well as baseball in high school, so much so that the rangy, 6-foot-3 teenager was recruited by legendary Kentucky coach Adolph Rupp, and had over 50 basketball scholarship offers but just one for baseball (few colleges gave those out in those days). Reliant on a curveball learned from former Phillies minor leaguer Arley Andrews, a friend of his father, he pitched to a 28-2 record in high school despite his lack of top-notch fastball, signing with the Indians out of high school in 1961, four years before the introduction of the amateur draft. Read the rest of this entry »


Steve Garvey is Modern Baseball Ballot’s Ballast

This post is part of a series concerning the 2020 Modern Baseball Era Committee ballot, covering executives and long-retired players whose candidacies will be voted upon at the Winter Meetings in San Diego on December 8. For an introduction to JAWS, see here. Several profiles in this series are adapted from work previously published at SI.com, Baseball Prospectus, and Futility Infielder. All WAR figures refer to the Baseball-Reference version unless otherwise indicated.

2020 Modern Baseball Candidate: Steve Garvey
Player Career WAR Peak WAR JAWS
Steve Garvey 38.1 28.8 33.4
Avg. HOF 1B 66.8 42.7 54.8
H HR AVG/OBP/SLG OPS+
2,599 272 .294/.329/.446 117
SOURCE: Baseball-Reference

From his matinee-idol good looks as he filled out his red, white, and Dodger blue uniform to the round-numbered triple-crown stats on the back of his baseball card, Steve Garvey looked like a Hall of Famer in the making for much of his 19-year playing career (1969-87). A remarkably consistent and durable player, he had a clockwork ability to rap out 200 hits, bat .300 with 20 homers, and drive in 100 runs, all while maintaining perfectly-coiffed hair and never missing a game. He holds the NL record for consecutive games played (1,207 from September 3, 1975, to July 29, 1983), a streak that’s still the majors’ fourth-longest after those of Cal Ripken Jr., Lou Gehrig, and Everett Scott. He was the most heralded member of the Dodgers’ legendary Longest-Running Infield alongside second baseman Davey Lopes, shortstop Bill Russell, and third baseman Ron Cey, earning All-Star honors in each of the eight full seasons (1974-81) the unit was together while helping the team to four pennants and a championship. After moving on from Los Angeles, Garvey made two more All-Star teams while helping the Padres to their first pennant.

As the most popular player on my favorite childhood team, and the one who seemed to shine most brightly on the biggest stages, Garvey felt larger than life. An Adidas poster of him standing upon what was supposed to be the moon, captioned, “The harder you hit it, the further it goes,” hung on the wall of my younger brother’s bedroom. Yet when I began reading Bill James in the early 1980s, I was struck by the extent to which the new numbers took Garvey down a peg, though to be fair, he’d entered his mid-30s already beginning his decline, postseason heroics aside. Likewise, when I began writing about the Hall of Fame in early 2002, Garvey’s lack of traction on the ballot in his nine previous tries stood out. While I don’t think particularly highly of his chances or his case, I felt it was worth expanding beyond the two or three paragraphs I’ve devoted to him countless times over the years (he was on the writers’ ballot through 2007, and this is his fourth committee appearance).

Born in Tampa, Florida in 1948, Garvey connected with the Dodgers when he was just seven years old. In 1956, his father Joe, a Greyhound bus driver, was assigned to drive charter buses for the defending world champions at their Vero Beach spring training base, and arranged for his son to serve as a bat boy for the team, a position he occupied for the next six springs. Garvey idolized first baseman Gil Hodges and dreamed of playing for Los Angeles. Though small for a high school athlete (5-foot-7, 165 pounds; he would grow to 5-foot-10, 192 pounds), he excelled at baseball and football. Bypassing a chance to join the Twins after being drafted in the third round in 1966, he drew a scholarship to Michigan State University. Read the rest of this entry »


Sunday Notes: Giants Righty Tyler Rogers is Thriving as a Submarine-Style Sibling

Here’s the lowdown on Tyler Rogers: A 6-foot-5 right-hander from Littleton, Colorado, he’s the twin brother of a left-hander closer, he made his MLB debut this past August, and he’s a submariner. Moreover, he kills a lot of worms. The 1.02 ERA that Rogers put up in 17 games out of the San Francisco Giants bullpen was augmented with a 69.4% ground ball rate.

Unlike his traditional-arm-slot sibling, he’s not a power pitcher. Taylor Rogers — fittingly, a Minnesota Twin — features a 95-mph fastball and an 83-mph slider. Tyler features an 82-mph sinker and a 73-mph slider. The latter pitch, which the atypical hurler throws roughly a third of the time, is atypical in itself.

“I call it a slider, but it’s almost a curveball,” Rogers said in September. “I kind of curl it like people do when they throw a curveball overhand. It’s the same thing, I’m just bent over doing it. So yeah, basically it’s just a normal curveball grip that I throw from underneath.”

Rogers began dropping down his freshman year of junior college. He did so at the suggestion of a coach, and from there progressively got lower and lower. The transformation to an actual submarine-style delivery came after the Giants took him in the 10th round of the 2013 draft. Irony being what it is, the genesis of the more-extreme verticality was horizontal in nature. Read the rest of this entry »


Clayton Kershaw and the Unfairness of Narratives

I still remember where I was the first time Playoff Kershaw became a thing. It was 2013, and the Dodgers were a juggernaut. They’d steamrolled through the second half of the regular season behind an exuberant Yasiel Puig and a dominant Clayton Kershaw, and they manhandled the Braves in the NLDS behind two triumphant starts from their ace; 13 innings, a solitary earned run, and 18 strikeouts.

He pitched well against the Cardinals in his first start of the NLCS, a 1-0 loss, which brings us to my memory. Game 6, an elimination game for Los Angeles, wasn’t going to be easy for me to watch. My girlfriend and I were in a remote town in Argentinian Patagonia, and the satellite signal came in intermittently between cloudbursts. On a grainy, 18-inch TV, we sat down to watch the broadcast in Spanish.

Kershaw imploded. Michael Wacha dominated. The announcers screamed with joy at every run, exulted in rich and varied pronunciations of “Kershaw” and “Wacha,” and generally had a great time. I drank it in right along with them, marveling at the good fortune that led the Cardinals past such a formidable opponent with a rookie starter on the mound. I couldn’t have known it was the start of something bigger. Read the rest of this entry »


Job Postings: Dodgers Quantitative Analyst and Quantitative Analysis Intern

Please note this posting contains multiple positions.

Position: Quantitative Analyst

Department: Baseball Research & Development
Status: Full-Time
Reports to: Director, Quantitative Analysis
Deadline: November 8, 2019

Description:
The Baseball Analytics team of the Los Angeles Dodgers is responsible for developing novel statistical methodology to support decision-making throughout Dodgers baseball operations. They are seeking to hire a Quantitative Analyst to join the team. As a member of the team, you will collaborate with experts (from statistics, computer science, biomechanics and other disciplines) who will challenge you to bring scientific rigor to your research. This position offers the opportunity to solve challenging problems in data science and ultimately see the impact of your work on the field.

Job Functions:

  • Develop and implement novel mathematical models to answer research questions in player evaluation, player development and in-game strategy
  • Productionize and maintain data science projects relied upon by the rest of the organization to support their decision-making processes
  • Collaborate with team members to provide technical advice, learn from their expertise and integrate data science projects with each other
  • Perform ad hoc data analyses to answer urgent questions from front office leadership and other groups within baseball operations
  • Prepare presentations and reports to disseminate model results to the front office, as well as staff from coaching, scouting and player development
  • Assist with and manage personnel-related manners, such as reviewing resumes, interviewing candidates and overseeing intern projects

Basic Requirements/Qualifications:

  • Bachelor’s degree in statistics, computer science, mathematics or any other STEM field related to data science
  • Proficiency in R or Python
  • Understanding of Git version control for code development
  • Ability to communicative effectively in speech and in writing on a technical and nontechnical level
  • Experience applying one or more of the following modeling techniques (or similarly specialized techniques) to real-world data preferred:
    • Advanced statistical models such as generalized linear mixed models (GLMMs), spatial or time series models, or Bayesian hierarchical models
    • Topics in machine learning (e.g. ensemble methods), artificial intelligence (e.g. reinforcement learning) or computer vision (e.g. pose estimation)
    • Techniques from operations research such as optimization or simulation
  • Experience with advanced data visualization libraries such as D3 or plotly preferred
  • Experience maintaining a well-organized, well-documented code repository for productionizing a data science project preferred

To Apply:
To apply, visit https://www.mlb.com/dodgers/team/jobs.

Position: Quantitative Analysis Intern

Department: Baseball Research & Development
Status: Part-Time
Reports to: Director, Quantitative Analysis
Deadline: November 8, 2019

Description:
The Baseball Analytics team of the Los Angeles Dodgers is responsible for developing novel statistical methodology to support decision-making throughout Dodgers baseball operations. They are seeking to hire a summer intern to join the team. The primary goal of our internship program is to identify and develop talented individuals who may be interested in joining the team full-time in the future.

Job Functions:

  • Collaborate with the team to select one quantitative research project, and take that project from start to finish during the 12 weeks of the internship
  • Meet front office staff, coaches, and scouts; and get exposure to various aspects of baseball operations

Basic Requirements/Qualifications:

  • Pursing a degree in statistics, computer science, mathematics or any other STEM field related to data science
  • Experience with R or Python
  • Ability to communicative effectively in speech and in writing on a technical and nontechnical level
  • Experience with advanced statistical models such as generalized linear mixed models (GLMMs), spatial or time series models, or Bayesian hierarchical models preferred
  • Experience with machine learning (e.g. ensemble methods), artificial intelligence (e.g. reinforcement learning) or computer vision (e.g. pose estimation) preferred
  • Experience with operations research topics such as optimization or simulation preferred
  • Experience with advanced data visualization libraries such as D3 or plotly preferred
  • Experience maintaining a well-organized, well-documented code repository for productionizing a data science project preferred

To Apply:
To apply, visit https://www.mlb.com/dodgers/team/jobs.

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


Has MLB Pulled a Switcheroo with the Baseballs This October?

For a moment, it looked like Will Smith would be the hero. In the bottom of the ninth, sandwiched between the two cataclysmic half-innings that abruptly ended the 106-win Dodgers’ season, they had a brief flicker of hope when with one out and one on, Smith hit a drive off Daniel Hudson that looked as though it might — might — make him the hero, with a walk-off home run that sent the Dodgers to the NLCS. It was hardly implausible given that the 24-year-old rookie had hit two of the Dodgers’ major leauge-leading seven walk-off home runs this year, or that nearly half the drives hit to the specifications of which he struck Hudson’s hanging slider — 100.3 mph, at a 26 degree launch angle — have left the yard over the past five seasons.

It wasn’t to be.

Smith’s drive fell short as, ultimately and in more gruesome fashion, did the Dodgers. There will be plenty of time to dissect the larger situation but for the moment, consider the batted ball, which had a 69% of becoming a hit and a 46.1% chance of going out based on similarly struck spheroids. When it didn’t, it was just the latest in the genre of hold-your-breath moments that wound up producing mutterings that maybe the baseball has been de-juiced this October — that is, that the postseason ball is different from what’s been used in the regular season.

It’s not hard to understand why this notion has taken hold. So far this month, we’ve seen home runs hit at a lower frequency than during a regular season that set all kinds of records for long balls, and scoring rates have fallen as well. In the blur of Division Series games, many a hard-hit ball appeared bound to go out — at least based upon the way our brains have become calibrated to this year’s nearly-numbing frequency — only to die at the warning track. Yet it’s harder to make the case that something is different given a closer look at the numbers, both traditional and Statcast, at least if you’re not Baseball Prospectus’ Rob Arthur, whose model to calculate the drag on the baseball by measuring a pitch’s loss of speed does suggest something is afoot. More on his latest findings below, after I present my own analysis. Read the rest of this entry »


The Nationals Try Something Entirely New, Clinch NLDS

The ball left Justin Turner’s bat at 70.3 mph, with a launch angle of 34 degrees. Per Statcast, batted balls with that exit velocity, hit on that plane, have an expected batting average of .550. A little better than a coin flip. There were two out, and nobody on base, and Sean Doolittle on the mound; there were thousands still left at Dodger Stadium willing the ball to fall, thousands more in the empty stadium in Washington praying for it to find a glove. The Washington Nationals had a 99.9% chance of winning the game. And also, Michael A. Taylor, out in centerfield, sprinting toward it — at the last moment, stretching out his glove — the ball, barely missing the ground, centimeters from escaping his glove.

Had the ball fallen, it barely would have made a difference. The Dodgers’ win expectancy would have improved to something like 0.5%. But that’s not what it felt like. Not for the Dodgers fans who had remained through the preceding disaster, looking for a sliver of hope, the slightest graze of cowhide against grass. Not for the Nationals fans, hoping for something they hadn’t yet seen — a glove closed around a ball for a series-clinching out, an end to the years of futility, the beginning of something completely new. This is where the postseason takes you: Years of your life, untold amounts of time and emotional energy spent, seeming to rest in the inches between a ball and a glove and a few blades of grass.

Taylor rose up and took the ball in his glove, a confused expression on his face. Turner, on the basepath 200 feet away, motioned to the dugout. But even as the game hung, for a few moments, in the purgatory of umpire review, the fans knew, and Sean Doolittle knew, jumping off the mound and into the stratosphere, and Adam Eaton knew, leaping in from right field. It was over. The Washington Nationals had won Game 5. They were advancing to the NLCS. And the Dodgers’ historic, 106-win season had ended. They were nine games too short, nine innings too short. A few runs, a few pitches, maybe. A few inches. Sometimes cliches are cliches because they’re true. Read the rest of this entry »