Job Posting: Texas Rangers Database Engineer I, Baseball Systems

Position: Database Engineer I, Baseball Systems

Job Description:
The database engineer will be responsible for maintaining and expanding the Rangers’ baseball operations data warehouse and data pipelines. The role is responsible for importing and integrating data from external providers, and interacting with the R&D department to implement models and build reports.

Responsibilities:

  • Database design
  • Export, Transform and Load multiple data feeds (ETL)
  • Assist in creating and monitoring data quality initiatives, resolving issues, and communicating to stakeholders
  • Writing and updating SSRS reports
  • Collaboration with application/web developer on app development
  • Basic support for end users of reports and applications
  • Update and maintain documentation for database and applications

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Job Posting: San Francisco Giants Baseball Operations Analyst

Position: Baseball Operations Analyst

Reports To: Director of Baseball Analytics
Department: Baseball Operations
Status: Exempt
Position Type: Full-Time
Location: Scottsdale, Arizona

Position Summary:
The San Francisco Giants are seeking an Analyst to join the Baseball Operations department. This individual will be part of the R&D team with the primary focus to provide dedicated research and analysis to support the Player Development staff. They will also interact with the Major League staff and Front Office to implement organizational initiatives. The ideal candidate will possess strong analytical skills, the ability to communicate effectively to non-technical people, and both passion and intellectual curiosity for the game of baseball.

Position Responsibilities:

  • Provide statistical analysis and quantitative research to support the Player Development staff
  • Implement initiatives from the Front Office & Major League staff
  • Communicate analysis to Baseball Operations staff effectively
  • Execute advance preparation, after action reporting, and player development initiatives
  • Research, design, and test predictive and statistical models using data and technology to support all aspects of Baseball Operations
  • Collaborate with engineering team to design and integrate tools into existing baseball information system
  • Work with emerging baseball technology and data sets
  • Maintain understanding of new public baseball research and emerging statistical tools, as well as all potential vendor data/technology options

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Wrestling With MLB’s Move To Designate Negro Leagues as Majors

The year 2020 has not been filled with good news as far as baseball is concerned, but on Wednesday, some arrived. After lengthy study, Major League Baseball announced that it will officially recognize seven professional Negro Leagues that operated between 1920 and 1948 as major leagues. For as overdue as the decision is, it’s first and foremost an official acknowledgement — as if one was needed — that the baseball played in those leagues at a time when MLB’s shameful color line was in effect was of comparable quality.

“In the minds of baseball fans worldwide, this serves as historical validation for those who had been shunned from the Major Leagues and had the foresight and courage to create their own league that helped change the game and our country too,” said Bob Kendrick, the president of the Negro Leagues Baseball Museum in Kansas City, via MLB’s press release. “This acknowledgement is a meritorious nod to the courageous owners and players who helped build this exceptional enterprise and shines a welcomed spotlight on the immense talent that called the Negro Leagues home.”

Accordingly, the move will make the statistics and accomplishments of some 3,400 players part of the major league record, meaning that it has the potential to alter familiar career totals, slash stats, and distinctions, some of which will inevitably make their way into Hall of Fame deliberations.

The decision is the culmination of MLB’s centennial celebration of the founding of the Negro Leagues — specifically, the point when Rube Foster and seven other owners of independent Black baseball teams banded together to form the first Negro National League, “the first successful, organized professional Black Baseball League that provided a playing field for African-American and Hispanic baseball players to showcase their world-class baseball abilities,” to use the NLBM’s description.

The centennial, which included festivities on August 16 where players, coaches, managers, and umpires wore a special Negro Leagues 100th anniversary logo patch on their uniforms, took place against the backdrop of the widespread protests against police brutality and structural racism that followed in the wake of the death of George Floyd at the hands of Minneapolis police. Those protests have spurred changes that have included the retirement of corporate names and logos based on racial stereotypes, an effort that spilled over into the sports sphere via commitments to rename the NFL’s Washington franchise and MLB’s Cleveland team, which have made for some bumpy rides, to say the least. Read the rest of this entry »


Craig Edwards FanGraphs Chat – 12/17/2020

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Royals Retain Holland While Angels, Mariners Add to Bullpen

The offseason remains slow, but the reliever market saw some moves this week, with a trio of free agents scoring new contracts. Greg Holland signed a one-year, $2.75 million deal to come back to the Royals, who continue to act aggressively this winter. Former Brewers lefty Alex Claudio signed a one-year, $1.25 million commitment to join the Angels, who recently traded for closer Raisel Iglesias. And speaking of the Angels, Keynan Middleton signed a one-year contract with the Mariners, who also added Rafael Montero via a trade with Texas this week.

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FanGraphs Merchandise Still Available!

We still have some merchandise in stock. All orders are shipping immediately, so get yours today!

There’s the FanGraphs Arcade T-shirt, to commemorate Sean Dolinar’s actual home made NES game.

Additionally, we still some of the standard FanGraphs T-shirts, in a new dark grey color, and the FanGraphs hoodie available for purchase.


ZiPS 2021 Projections: Boston Red Sox

After having typically appeared in the hallowed pages of Baseball Think Factory, Dan Szymborski’s ZiPS projections have now been released at FanGraphs for nine years. The exercise continues this offseason. Below are the projections for the Boston Red Sox.

Batters

The Red Sox took a great deal of heat for the zeal with which they traded Mookie Betts last offseason, practically advertising to the world their intent to deal him as if it were a point of pride. When was the last time you saw a restaurant send out a press release announcing that their food was going to get worse? However you feel about the wisdom of the trade, it was a significant short-term downgrade for a team that had nearly fallen off the proverbial cliff in 2019. As a bizarre silver lining, Boston struggled so much in 2020 that, even in a 16-team playoff, it seems unlikely that they would have made the playoffs if they had retained Betts. He wasn’t five wins better than his replacements, after all.

While Boston finished the season in last place in the AL East, even looking up at the Orioles, the offense didn’t really have a lot to do with that bleak result. Ranking 12th in baseball in wRC+ and 11th in overall runs scored doesn’t exactly reek of awesomeness, but it’s at least respectable, something .400 teams aren’t particularly known for. Nor was there a dramatic drop-off in Boston’s very ordinary defense. Some things did go right, but certainly not everything:

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Milwaukee’s Andy Haines Talks Hitting

The fact that Andy Haines has been coaching for close to two decades doesn’t make him unique among his contemporaries. But his background does differ. Two years into his tenure as the hitting coach of the Milwaukee Brewers, Haines is just 43 years old. He’s either been coaching or managing for basically his entire adult life.

Haines earned a master’s degree from Middle Tennessee State University, and since that time he’s tutored players in independent ball, at every level of the minors — including as a coordinator — and more recently in the majors. An assistant hitting coach with the Chicago Cubs in 2018, where he worked alongside Chili Davis, Haines was hired into his current role by the Brewers in November of that same year.

———

David Laurila: What stands out to you about today’s hitting environment?

Andy Haines: “What’s prevalent right now is how things have evolved with technology. Hitting is still at the mercy of pitching — it’s still a reactionary event — and the trends in the game somewhat dictate what hitters need to do to have success. You’re seeing guys rip four-seamers at the top. With technology, guys in the minor leagues can practice not only spinning the ball, but how efficiently they can spin it, and where it gets the outs.

“Everybody talks about the trends — the Three True Outcomes — and how the game is being played. For me, those are the challenges on the hitting side. And defense is a part of run prevention, too. The defense in the big leagues is incredible. Front offices have more research tools and sophistication as far as defensive metrics. They play you where you hit the baseball. So there are a lot of things trending that make it challenging to score runs.”

Laurila: How similar are big-league hitting coaches right now? Do they all speak the same language — not just the terminology, but also the concepts being prioritized? Read the rest of this entry »


The Diminishing (but Positive) Returns of Tanking

Before we get going, a heads up: this article is about a mathematical model that explains tanking. I’ll give you a preview. The way baseball is currently set up, it’s no surprise teams tank. If you want to fix that, the game’s competitive structure must change. I suggest a few ways to accomplish that change at the end of the article, but be warned: the bulk of this is a no-nonsense dissection of why teams keep tanking even as the returns go down. Personally, I think the game should make the changes I suggest, because the boom and bust cycle of team contention makes for a fraught fan experience. The way the game is set up now, however, it’s no surprise that teams do it.

The logic behind tanking is straightforward and solid. Being in the middle is the worst; there are no prizes for winning 85 games, flags fly forever, and so on and so forth. You’ve surely heard it enough times that you don’t need a repeat, but just for completeness’s sake, we’ll do it one more time.

By trading present concerns for future value, you make your team better in the future. As a byproduct of trading present concerns away, your major league roster gets bad — bad enough, hopefully, that you’ll move to the top of the draft. Additionally, with no pesky need to be competitive, you can use your major league roster to give borderline players extended tryouts. Hit on a few of them, and that’s even more tailwind for the future.

In essence, tanking is making a bet that taking a step back now will let you take two steps forward sometime in the future. Even if that isn’t the case, being quite bad for a while and then quite good for a while sure sounds better than being mediocre the whole time. Tanking works on both axes, which explains its continued appeal. Do you think your team will win something like 77 wins? Blow it up! 75 wins? Blow it up! 70 wins? You guessed it. Read the rest of this entry »


Effectively Wild Episode 1630: What’s Next for the Negro Leagues?

EWFI
Ben Lindbergh and Meg Rowley discuss the news that MLB is belatedly designating the 1920-1948 Negro Leagues as major leagues (with a word from 1948 Negro Leaguer Ron Teasley), touching on the various reactions to MLB’s announcement, the positives and negatives of MLB’s approach to this process, the upcoming, complex integration of Negro Leagues stats with other major league stats, how the new classification could affect perceptions of the Negro Leagues and Negro Leaguers, and more. Then they banter about reports of a possible delayed start to the 2021 season and a deluge of Scott Boras analogies and jokes before wrapping up with a few final thoughts on the Negro Leagues news and a reflection on how their understanding of MLB’s role in the larger baseball landscape has evolved in 2020.

Audio intro: The Beach Boys, "It’s About Time"
Audio outro: The Lemonheads, "It’s About Time"

Link to Ben’s report on the new Negro Leagues designation
Link to Ben’s previous report on reclassifying the Negro Leagues
Link to MLB’s press release
Link to the Seamheads Negro Leagues Database
Link to Ron Teasley’s Seamheads page
Link to Clinton Yates on the Negro Leagues news
Link to Randy Wilkins on the Negro Leagues news
Link to Andrea Williams on the Negro Leagues news
Link to Joe Posnanski on the Negro Leagues news
Link to story about integration’s effects on the Negro Leagues
Link to story about Hall of Fame voting on Negro Leagues players
Link to story about Negro Leaguers and the Hall of Fame
Link to Larry Lester EW interview episode
Link to The Negro Leagues Were Major Leagues
Link to report about postponing Opening Day
Link to the MLBPA’s response
Link to Boras comments

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