Job Posting: San Diego Padres Data Engineer

San Diego Padres Data Engineer

Location: San Diego, CA
Department: Baseball Operations
Reports To: Director, Baseball Systems
Status: Full-Time, Exempt

Job Summary:

    The Data Engineer is primarily responsible for designing and developing data pipelines and helping to ensure high quality data is readily available to the Padres R&D and Systems teams. The role is responsible for working internally to optimize proprietary data as well as helping to build out the ingestion of third-party data from a variety of vendors

Duties & Responsibilities:

  • Manage internal PostgreSQL databases & Amazon Web Services data infrastructure
  • Monitor internal ETL processes to ensure data delivery
  • Design workflows and monitoring tools to identify issues in advance regarding data quality
  • Define, implement, and document Padres organizational data pipelines, including ETL, logging, and performance optimization
  • Table and query optimizations for large data sets
  • Work with third party vendors to establish intake of data
  • Collaborate on data delivery platform: design and develop internal APIs for the rapid delivery of information to applications and analysts

Skills:

  • Extensive work with PostgreSQL optimization and management, including development with PL/pgSQL
  • Knowledge of Amazon Web Services data offerings, including RDS, AWS Glue, and AWS Data Lakes
  • Extensive knowledge of data formats including JSON, XML, CSV
  • Fluency with SQL and Python
  • Familiarity with the Linux shell
  • Familiarity with R

Job Requirements: Must meet the following minimum requirements:

  • Minimum of a Bachelor’s degree (BA) preferably in Computer Science or Information Systems, or equivalent job experience
  • Minimum of three (3) years working in a structured software development lifecycle
  • Demonstrated passion for baseball
  • Consistent, punctual, and regular attendance
  • Professional image and demeanor
  • Strong ability to work with others and supervisors in a collaborative, team environment
  • Excellent time management, interpersonal, verbal and written communications, decision-making, and organization skills
  • Able to work flexible hours including evenings, weekends, holidays and extended hours as needed
  • Minimum physical requirements: able to travel to and gain access to various areas of the ballpark for prolonged periods of time during games and events; able to lift and transport up to 25 pounds
  • As a condition of employment, the job candidate(s) must successfully complete a post-offer, pre-employment background check and drug screening

The San Diego Padres are an Equal Opportunity Employer

To Apply:
To apply, please follow this link.

The content in this posting was created and provided solely by the San Diego Padres.


Sunday Notes: Dave Raymond Has a Good Willie Mays Story

Dave Raymond has fond memories of June 13, 2012. Then in his final year as a broadcaster for the Houston Astros, the now TV play-by-play voice of the Texas Rangers got to call a historic pitching performance — and it wasn’t even his biggest thrill of the day. Prior to the game, he was in the presence of a legend.

Raymond had an inkling that the season would be his last with the Astros. He was in the final year of his contract, and an ownership transition was resulting in numerous changes throughout the organization. With his future up in the air, Raymond decided that he was going to “hit all the high notes,” making sure to enjoy aspects of his job that can sometimes be taken for granted. That’s how he met Willie Mays.

“In San Francisco, Willie was always down in the clubhouse, just available to chat,” recalled Raymond, who graduated from Stanford University before becoming a broadcaster. “I’d never wanted to bother him all those years, but I decided to make it a point to talk to him, whether that was for five minutes, 10 minutes, or whatever. So I went to the ballpark early, hoping to ask him some questions and hear a few stories. For instance, he’d hit his 500th home run at the Astrodome, and they’d brought him a cake afterwards.”

The hoped for five-to-10 minutes ended up being far longer. Mays held court for hours, to the point where Raymond had to tell the iconic Hall of Famer that he needed to head upstairs, as the game was about to start. As he was getting up to leave, he added that the Astros would be returning to San Francisco right after the All-Star break, and maybe they could talk again. Mays responded by saying, “Well, you’ve got to come over to my house then.” Read the rest of this entry »


Jay Jaffe FanGraphs Chat – 9/16/22

2:01
Avatar Jay Jaffe: Good afternoon, folks, and welcome to today’s chat! It’s a crisp fall day in Brooklyn, appropriate for the September stretch run.

2:02
Avatar Jay Jaffe: I’ve got a piece today on Kevin Gausman https://blogs.fangraphs.com/fip-or-flop-why-kevin-gausman-isnt-part-of…

2:03
Avatar Jay Jaffe: yesterday I wrote about Trayce Thompson https://blogs.fangraphs.com/trayce-thompson-makes-a-splash-as-the-dodg…, and the day before that the very slumping Juan Soto https://blogs.fangraphs.com/juan-soto-isnt-having-a-juan-soto-year/

2:03
WildCard: If you were a fan of one of the three (likely) AL wildcard teams— would you secretly be rooting for third to trade home field advantage for a matchup against the AL central winner? Or would you rather home field advantage against one of the other stronger (by record at least) WC teams?

2:04
Avatar Jay Jaffe: This really is a bit of an unintended consequence of the way MLB came up with the new format. Zach Crizer wrote about it at Yahoo just the other day https://sports.yahoo.com/race-for-last-how-the-new-mlb-playoff-format-…

2:07
Avatar Jay Jaffe: My instinct tells me the odds are better by facing a weaker Cleveland team even if I’m on the road, but I worry about getting too cute by trying to steer myself to one opponent rather than another, and my gut tells me that keeping the home games might be better.

Read the rest of this entry »


How Likely Is a Triple Crown Winner This Season?

Paul Goldschmidt
Kamil Krzaczynski-USA TODAY Sports

There are far better ways to evaluate offensive performance than the Triple Crown stats or whether a player leads the league in all three categories or not. But winning a Triple Crown, though not a gold star evaluative measure, is a lot of fun, and following a Triple Crown run is a family-friendly good time. It’s a rare feat to accomplish in baseball history, and while increased competitiveness and larger leagues make pulling it off more difficult, it can be achieved in both high-offense and low-offense seasons. It also puts you in the company of a lot of baseball greats, with every AL/NL Triple Crown winner having a plaque in Cooperstown except for Miguel Cabrera, who will almost certainly have his own five years after he retires.

Both Aaron Judge and Paul Goldschmidt look to be in realistic scenarios to win the Triple Crown. To get the exact projections, let’s look at them individually, starting with Judge, who has the simpler scenario.

(To get the probabilities, ZiPS uses the rest-of-season projections for every player, sims out a million seasons, and sees whose lines result in Triple Crown wins, if any. To get a more accurate gauge of what the probabilities are, ZiPS does not assume that the rest-of-season projection is necessarily the underlying ability of every player. In the case of Judge, for example, ZiPS estimates his underlying ability to hit homers over a three-week period as a distribution rather than a point. The generalized model ZiPS uses effectively replicates the number of streaks and slumps in reality over a short period; there’s a reason we have more consecutive hit streaks, homer streaks, and scoreless inning streaks than one would expect from a simple exercise of binomial hijinks.) Read the rest of this entry »


FIP or Flop: Why Kevin Gausman Isn’t Part of the AL Cy Young Conversation

Kevin Gausman
Dan Hamilton-USA TODAY Sports

Kevin Gausman entered Thursday leading the American League in both FIP and WAR, but any shred of hope that he had of winning this year’s AL Cy Young award flew out the window faster than the ball left the bat on Yandy Díaz’s three-run homer on Thursday afternoon in Toronto. For the second outing in a row, Gausman served up two homers and was touched for five runs en route to an 11–0 trouncing by Tampa, leaving him with numbers likely to be overlooked by awards voters.

In recent weeks, while writing about a few AL Cy Young contenders, I quickly dismissed Gausman’s candidacy. But even before the Rays knocked the 31-year-old righty around, I resolved that at some point I’d dig deeper into his campaign — which, to be clear, has been a very good one — to explore the reasons why.

Gausman entered the season surrounded by high expectations and, for the first time in his career, long-term security. The fourth pick of the 2012 draft by the Orioles hasn’t always lived up to expectations; some years he’s pitched well enough to lead a rotation, and in others he’s been trade fodder and even waiver bait. On the heels of a solid (if abbreviated) 2020 campaign with the Giants, last year he fully broke out, earning his first All-Star selection and placing sixth in the NL Cy Young voting following a 14–6 season with a 2.81 ERA, 3.00 FIP, 227 strikeouts, and 4.8 WAR with the 107-win Nl West champions. That set him up for a huge payday, and just a few days before the lockout began, the Blue Jays opted for Gausman via a five-year, $110 million deal.

Thanks in part to the fact that he didn’t allow a walk or a homer in any of his first five starts — he actually didn’t serve up his first homer until his seventh start and his 50th inning — Gausman has led the league in FIP and WAR since mid-April and still does, with marks of 2.41 and 5.2 despite his recent bumpy ride. Among qualifiers, he additionally owns the league’s lowest walk rate (3.8%), third-highest strikeout-walk differential (24.3%), and fourth-highest strikeout rate (28.1%). That’s impressive stuff, and it certainly suggests a viable Cy Young candidate. Read the rest of this entry »


Eugenio Suárez Powers the Mariners Toward the Postseason

Eugenio Suárez
Lindsey Wasson-USA TODAY Sports

The Mariners just wrapped up their most difficult homestand over the last two months of the season, going 4–4 against the White Sox, Braves, and Padres. They entered this stretch with a 99.4% probability of making the postseason, boosted by a three-game sweep of Cleveland during the first weekend of September; if there were going to be an epic collapse, it would have started here. Instead, they pulled off a split against three playoff caliber teams and now have 20 games remaining against teams with records below .500. Their odds of breaking their infamous playoff drought are now marginally better at 99.8%, but they’ve weathered the toughest storm and have clear skies ahead of them as they push toward a Wild Card berth.

The standout performer during this eight-game stretch was Eugenio Suárez. He blasted six homers during the homestand, including two multi-home run efforts, and a massive walk-off shot. The barrage started with a pair of dingers against the White Sox on September 7, the second of which tied the game at six in the bottom of the seventh inning. A couple of days later, Suárez blasted a solo shot off Max Fried to give the Mariners a 2–0 lead over Atlanta.

The next day, he hit another pair of homers, with the second being the most dramatic of the bunch. After the Braves had stormed back and scored five runs in the top of the ninth inning to take a 7–6 lead, Julio Rodríguez launched a 117-mph solo homer to tie the game in the bottom half. With two outs in the inning, Suárez stepped in and finished off Kenley Jansen and the Braves with a game-winning home run to left center.

He wasn’t finished either; on Wednesday, he hit his sixth home run of the homestand, part of the opening salvo of an eventual 6–1 victory over the Padres.

Suárez’s offensive onslaught isn’t limited to the last eight games either. Since the beginning of August, he’s hit 15 homers and slashed .250/.352/.625 (178 wRC+) in 39 games. In that same period, only Aaron Judge has been able to match his home run output.

Batting Leaders Since August 1
Player PA HR wRC+ WAR
Aaron Judge 175 15 236 3.3
Nathaniel Lowe 181 9 207 2.2
Alex Bregman 163 8 194 2.4
Bo Bichette 165 10 193 2.5
Eloy Jimenez 165 8 192 1.8
Michael Harris II 151 9 188 2.5
Paul Goldschmidt 171 11 186 2.1
Eugenio Suárez 159 15 178 2.0
Nolan Arenado 161 10 174 2.4
Shohei Ohtani 163 12 173 1.5

Since 2018, Suárez leads the major leagues in homers — one ahead of Judge — with 160. This recent hot streak has helped him match a career high in WAR with 4.3, and he broke the 30 home run threshold for the fourth time in five years (with the shortened 2020 season as the lone exception). Suárez has always been prone to hot and cold stretches, and this latest peak is coming at the right time for the Mariners. Read the rest of this entry »


A Community College Education Is Good Value, and You Might Meet an MVP

Albert Pujols
Kamil Krzaczynski-USA TODAY Sports

Watching the waning days of Albert Pujols’ career, one gets to remembering. The man cast such a huge shadow over the sport for so long, his early days seem like a different era. For a sense of how long, I remember hearing about him for the first time from a physical copy of USA Today’s Sports Weekly — the thing we used to read while walking to school uphill both ways, etc. The Cardinals, it was reported, were so impressed with a 21-year-old third baseman who’d barely played above low-A that they were considering plugging him into their Opening Day lineup.

Pujols’ rapid rise to prominence is unusual but not completely unheard of, and the rise of a precocious young hitter from the Dominican Republic conjures up certain images: signing as a teenager, working up through the low minors, proving himself against grown men at an age when his American counterparts are still eating meal plan tater tots and going to frat parties.

But Pujols, who moved to New York and then to Independence, Missouri, as a teenager, was a college baseball player. He played one season at Maple Woods Community College (now Metropolitan Community College-Maple Woods). There, he did about what you’d expect one of the best hitters ever to do against juco competition: hit .466 with 22 home runs in 56 games, led his team to a regional title, and earned All-American honors. That spring, the Cardinals picked him in the 13th round of the draft, and two years after that he was in the majors. Two World Series, three MVP awards, and almost 700 home runs later, you know the rest of the story. Read the rest of this entry »


FanGraphs Audio: Jeff Passan on International Amateur Signings

Episode 992

This week on the show, we welcome one of the biggest names in baseball writing to talk about a court case with big implications for the sport before our newest full-time hire makes his podcast debut.

  • To begin, Eric Longenhagen is joined by Jeff Passan, ESPN writer and author of The Arm, to discuss the pair of teenage prospects who have sued the Los Angeles Angeles in a Dominican Republic court, alleging that the organization reneged on verbal agreements to sign them. Eric and Jeff are familiar with how flawed the current international amateur system can be, and they consider what kinds of sweeping changes and regulations could arrive as the result of the case. We also hear about censoring yourself on-air, the potentially playoff-bound Seattle Mariners, minor league unionization, baseball’s new rule changes, and teams that seem to be especially focused on making contact at the plate. [4:42]
  • After that, Ben Clemens welcomes Michael Baumann to the website and to the podcast. Michael wastes no time sharing why he thinks college baseball is worth your time, offering a rant about the evils of golf, and issuing a challenge to Eric to meet him in The Octagon. The duo also chat about how it can be a little intimidating to write for the FanGraphs readership compared to a single-team site. Finally, the pair discuss Christian Walker, who Ben recently wrote about and who Michael shares an alma mater with. The Diamondbacks first baseman is quietly having a great season thanks to strong defense and his ability to hit the ball pretty darn hard. [1:01:46]

To purchase a FanGraphs membership for yourself or as a gift, click here.

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Don’t hesitate to direct pod-related correspondence to @dhhiggins on Twitter.

You can subscribe to the podcast via iTunes or other feeder things.

Audio after the jump. (Approximate 90 minute play time.)


Effectively Wild Episode 1904: Keeping Tabs

EWFI
Ben Lindbergh and Meg Rowley banter about minor leaguers officially joining the MLBPA and what minor league unionization might do to the game’s distribution of revenue, follow up on Gold Gloves for utility players, toilet flappers, and Joey Meneses, discuss Jon Berti’s pursuit of 40 stolen bases, what pickoff-attempt restrictions will do to the running game, and why they don’t mind making things easier for runners, examine a Jake McCarthy attempted steal of home, give the Diamondbacks their due, and muse on the different types of steals of home, the potential of the terms “sayonara hit” and “hero interview,” and the homer-hitting prowess of Eugenio Suárez before answering additional listener emails about the effects of the rules changes on infielder offense and pitchouts, swinging twice at one pitch, attempting to get out of tagging up, why the raglan sleeve is associated with “baseball shirts,” deciding to go double or nothing after scoring, emergency backup pitchers, directional arrows projected on the field, and the virtues of teams being pretty good instead of great or terrible, plus musings on listeners learning they like Scott Boras and pitch-clock countdowns on score bugs, and a Past Blast from 1904.

Audio intro: Ducks Ltd., “It’s Easy
Audio outro: Ryan Pollie, “Steal Away

Link to Evan on unionization
Link to Russell on minor league pay
Link to story on utility Gold Gloves
Link to story on Meneses interception
Link to Meneses letter
Link to Korky flapper sizing page
Link to Baumann on Berti
Link to Russell on the running game
Link to McCarthy steal attempt video
Link to BP on the steal attempt
Link to Altuve’s steal of home
Link to Ben C. on Arozarena running
Link to Ben on Murakami and Sasaki
Link to HR leaders since 2018
Link to pitchouts by season
Link to Sam on pitchouts
Link to Ben on pitchouts
Link to post on 2016 2B offense
Link to post on Moustakas at second
Link to story on shifting and infielders
Link to story on slowest possible pitch
Link to info on swing timing
Link to info on pitch timing
Link to story on Pence’s double hit
Link to raglan sleeve wiki
Link to story on baseball-shirt sexiness
Link to ESPN Daily on the EBUG
Link to Dodgers-Mets laser story
Link to EW listener emails database
Link to 1904 story source
Link to SABR game story
Link to Sol White’s book
Link to Rube Foster SABR bio
Link to 1904 World Series info
Link to Jacob Pomrenke’s website
Link to Jacob Pomrenke on Twitter

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Trayce Thompson Makes a Splash As the Dodgers’ Latest Reclamation Project

Trayce Thompson
Jayne Kamin-Oncea-USA TODAY Sports

Trayce Thompson may not be the most accomplished professional athlete in his family — not when father Mychal Thompson and older brother Klay Thompson have six NBA titles and five All-Star selections between them — but for the first time in six years, he’s making significant noise of his own at the major league level. Now on his second stint with the Dodgers, the 31-year-old Thompson is in the midst of a modest breakout, one that could have ramifications for Los Angeles’ roster in October and beyond.

A night after the Dodgers clinched their ninth NL West title in 10 years, Thompson started in right field in place of Mookie Betts and followed a solo homer by Will Smith with one of his own, a 445-foot shot off Zach Davies. That tied the game at 2–2, though Los Angeles eventually lost in extra innings.

The homer was Thompson’s 10th of the season in just 205 plate appearances; he’s the eighth Dodger to reach double digits. Even with a September slump, the well-traveled outfielder has the highest wRC+ of any Dodger since the All-Star break and is tied for third in WAR, behind or alongside three players who are going to wind up somewhere on MVP ballots:

Dodgers Hitters Since the All-Star Break
Player PA HR AVG OBP SLG wRC+ WAR
Trayce Thompson 130 8 .279 .377 .595 168 1.9
Justin Turner 131 5 .330 .397 .565 168 1.4
Mookie Betts 229 14 .289 .358 .608 166 3.0
Freddie Freeman 223 7 .344 .413 .523 159 2.3
Max Muncy 195 11 .249 .333 .503 132 1.5
Gavin Lux 123 2 .294 .366 .459 132 1.0
Trea Turner 227 6 .303 .344 .479 130 1.9
Will Smith 194 8 .237 .325 .444 113 1.0
Joey Gallo 94 5 .173 .287 .420 100 0.3
Chris Taylor 120 3 .200 .292 .333 80 0.3
Cody Bellinger 161 6 .178 .242 .377 71 0.2
Minimum 80 plate appearances

That’s pretty lofty company for a player who’s on his third organization and fourth team (including affiliates) this season. Thompson is yet another reminder of the Dodgers’ ability to find diamonds in the rough and turn them into championship-caliber cogs, a facet of their organization that’s been as essential as their player development pipeline. Turner was in his age-29 season when he became a mainstay in 2014, Taylor in his age-26 season in ’17, and Muncy in his age-27 season in ’18. Despite their staggered starts, they’re three of the Dodgers’ five most valuable position players since Dave Roberts took over as manager in 2016. Read the rest of this entry »