Archive for Braves

Job Posting: Atlanta Braves Baseball Development Analytics Engineer

Position: Baseball Development Analytics Engineer

Major responsibilities:

  • Build and maintain pipelines for ingesting data into a data lake and then into a data warehouse.
  • Build reporting and analysis tables in the data warehouse for analysts.
  • Productionize machine learning models built on data in the data warehouse.

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JAWS and the 2022 Hall of Fame Ballot: A.J. Pierzynski

The following article is part of Jay Jaffe’s ongoing look at the candidates on the BBWAA 2022 Hall of Fame ballot. 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.

2022 BBWAA Candidate: A.J. Pierzynski
Player Pos Career WAR Peak WAR JAWS H HR SB AVG/OBP/SLG OPS+
A.J. Pierzynski C 23.8 18.1 20.9 2,043 188 15 .280/.319/.420 94
SOURCE: Baseball-Reference

For the sake of diplomacy, we’ll call A.J. Pierzynski a polarizing player, even if much of that polarization tended towards the negative end of the spectrum. “If you play against him, you hate him,” said his own manager Ozzie Guillen in 2006, the year after Pierzynski served as the starting catcher for the World Series-winning White Sox. “If you play with him, you hate him a little less.”

Pierzynski spent parts of 19 seasons in the majors provoking extreme reactions among players, fans, and everyone else, that while making two All-Star teams, helping five teams to the playoffs, and catching more games than all but eight other backstops. A November 2013 article by NESN’s Ricky Doyle, at a point just a few weeks before the defending champion Red Sox signed him as a free agent, summarized the book on Pierzynski to that point:

The most obvious risk of signing Pierzynski involves his accompanying baggage. There’s a difference between having a colorful personality and having a personality that evokes disdain, and Pierzynski’s behavior seemingly strikes a chord. According to an August 2012 article on SI.com, Pierzynski has in his career been voted by his opponents as the player they would most like to see beaned (2006), baseball’s meanest player (2011) and baseball’s most hated player (2012). Men’s Journal polled 100 MLB players on various topics in 2012, and 34 percent of respondents voted Pierzynski the most hated player in the game.

“Everyone wants a villain,” Pierzynski told SI.com’s Ben Reiter in the aforementioned profile. Reiter was able to penetrate the persona to find an introspective, intelligent and hard-working player, not to mention a devoted family man. “Look at what LeBron James has gone through the past few years. My teammates get the best kick of it,” Pierzynski continued. “When we go to Oakland, Anaheim, San Francisco, Minnesota, Cleveland, I get loud boos. Guys on my team can’t wait to see that and to hear that… Now, when those polls come out, it’d be a big upset if somebody else won.” Read the rest of this entry »


What Are We Missing About Ian Anderson?

How is everyone dealing with the, uh, complete stoppage of major league baseball activity? Each person has a different method, I assume. As for me, I’m consuming both less and more baseball, strange as that might sound. The lockout has led me to invest energy into other hobbies, but baseball-related articles, podcasts, and videos have also been my lifeline in these trying times.

One podcast I owe much thanks to is Rates and Barrels, hosted by Eno Sarris and Derek Van Riper over at The Athletic. They’ve provided inspiration in the past, and I’m about to piggyback off of them again. In a recent episode about pitchers with bounce-back potential, Eno mentioned a quirk about Braves starter Ian Anderson that piqued my interest:

“The most interesting thing about Ian Anderson is he might be doing something with his changeup that my model can’t capture… it’s getting to the point where he’s demonstrated results on his changeup that far outweigh the grades these pitching models put on it.”

The model he’s referring to is Stuff+, which was developed in tandem with Max Bay and uses several variables to evaluate the quality of a certain pitch, or, in the aggregate, a pitcher’s entire arsenal. On the top of the Stuff+ leaderboards are names one would expect: Jacob deGrom’s four-seam fastball is otherworldly, Corbin Burnes’ cutter is unmatched, and Tyler Glasnow’s curve is as beautiful as his luscious hair. Read the rest of this entry »


JAWS and the 2022 Hall of Fame Ballot: Mark Buehrle, Tim Hudson, and Andy Pettitte

The following article is part of Jay Jaffe’s ongoing look at the candidates on the BBWAA 2022 Hall of Fame ballot. 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.

As I continue to play catch-up with my coverage with the holidays approaching, it makes sense to take a fresh look at a trio of pitchers who have done just enough to remain on the ballot. Mark Buehrle, Tim Hudson, and Andy Pettitte all cleared the 200-win mark during their exceptional careers while producing some big moments and playing significant roles on championship-winning teams, but none ever won Cy Young awards, produced much black ink, or dominated in the ways that we expect Hall-caliber hurlers to do. When Buehrle and Hudson debuted last year, I was skeptical that they would even clear 5% and retain their eligibility, but with the ballot traffic having thinned out, enough voters — particularly those on ballots that went unpublished — found room for them to do so, though the results were hardly resounding. Read the rest of this entry »


Job Posting: Atlanta Braves Baseball Systems Developer

Position: Atlanta Braves Developer, Baseball Systems

Location: Atlanta, GA (Remote possible)

Description:
The Baseball Systems Developer position emphasizes software and web development as it relates to the Baseball Operations department. The Developer’s main responsibilities will be to build and enhance proprietary applications for displaying baseball information and visualizations, maintaining existing information management systems, and developing additional productivity tools to aid in Baseball Operations decision making. Candidates must have proven experience with application and/or web development, with interest in baseball and sports analytics research as a strong plus. The position will report to Assistant General Manager, Research and Development. Read the rest of this entry »


JAWS and the 2022 Hall of Fame Ballot: Andruw Jones

The following article is part of Jay Jaffe’s ongoing look at the candidates on the BBWAA 2022 Hall of Fame ballot. It was initially written for The Cooperstown Casebook, published in 2017 by Thomas Dunne Books, and subsequently adapted for SI.com and then FanGraphs. 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.

It happened so quickly. Freshly anointed the game’s top prospect by Baseball America in the spring of 1996, the soon-to-be-19-year-old Andruw Jones was sent to play for the Durham Bulls, the Braves’ High-A affiliate. By mid-August, he blazed through the Carolina League, the Double-A Southern League, and the Triple-A International League, and debuted for the defending world champions. By October 20, with just 31 regular season games under his belt, he was a household name, having become the youngest player ever to homer in a World Series game — breaking Mickey Mantle’s record — and doing so twice at Yankee Stadium to boot.

Jones was no flash in the pan. The Braves didn’t win the 1996 World Series, and he didn’t win the ’97 NL Rookie of the Year award, but along with Chipper Jones (no relation) and the big three of Greg Maddux, Tom Glavine, and John Smoltz, he became a pillar of a franchise that won a remarkable 14 NL East titles from 1991-2005 (all but the 1994 strike season). From 1998-2007, Jones won 10 straight Gold Gloves, more than any center fielder except Willie Mays. Read the rest of this entry »


Sunday Notes: Graham Spraker Was a Breakout Blue Jay in Double-A

Graham Spraker will be available when this year’s lockout-postponed Rule 5 draft is eventually held. The 26-year-old right-hander wasn’t added to the Toronto Blue Jays 40-man roster prior to last month’s deadline. While this was not exactly a surprise — the former 31st-round draft pick out of a DII school has never graced our prospect rankings — Spraker is nonetheless coming off an eye-opening season. In 31 relief outings, all but one of them at Double-A New Hampshire, the erstwhile Quincy University Hawk logged a 2.62 ERA and fanned 65 batters in 46-and-two-thirds innings.

Spraker’s breakout culminated in an award-winning stint in the Arizona Fall League. Pitching for the Mesa Solar Sox, the righty threw 11-and-a-third scoreless innings, allowing just four hits and a pair of walks, with 17 strikeouts. He was named the AFL’s Reliever of the Year at the conclusion of the campaign.

All that aside, just who is Graham Spraker?

“I am who I am,” the righty responded when asked about his pitching M.O. “I’ve changed a lot every year. I’m a pretty adaptable player — that’s why I’ve had success — but I feel that I’ve found a good blueprint now. It’s something I’m going to try to stick to for the rest of my career.” Read the rest of this entry »


JAWS and the 2022 Hall of Fame Ballot: Billy Wagner

The following article is part of Jay Jaffe’s ongoing look at the candidates on the BBWAA 2022 Hall of Fame ballot. Originally written for the 2016 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.

Billy Wagner was the ultimate underdog. Undersized and from both a broken home and an impoverished rural background, he channeled his frustrations into throwing incredibly hard — with his left hand, despite being a natural righty, for he broke his right arm twice as a child. Scouts overlooked him because he wasn’t anywhere close to six feet tall, but they couldn’t disregard his dominance over collegiate hitters using a mid-90s fastball. The Astros made him a first-round pick, and once he was converted to a relief role, his velocity went even higher.

Thanks to outstanding lower-body strength, coordination, and extraordinary range of motion, the 5-foot-10 Wagner was able to reach 100 mph with consistency — 159 times in 2003, according to The Bill James Handbook. Using a hard slider learned from teammate Brad Lidge, he kept blowing the ball by hitters into his late 30s to such an extent that he owns the record for the highest strikeout rate of any pitcher with at least 800 innings. He was still dominant when he walked away from the game following the 2010 season, fresh off posting a career-best ERA. Read the rest of this entry »


JAWS and the 2022 Hall of Fame Ballot: Gary Sheffield

The following article is part of Jay Jaffe’s ongoing look at the candidates on the BBWAA 2022 Hall of Fame ballot. Originally written for the 2015 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.

Wherever Gary Sheffield went, he made noise, both with his bat and his voice. For the better part of two decades, he ranked among the game’s most dangerous hitters, a slugger with a keen batting eye and a penchant for contact that belied his quick, violent swing. For even longer than that, he was one of the game’s most outspoken players, unafraid to speak up when he felt he was being wronged and unwilling to endure a situation that wasn’t to his liking. He was a polarizing player, and hardly one for the faint of heart.

At the plate, Sheffield was viscerally impressive like few others. With his bat twitching back and forth like the tail of a tiger waiting to pounce, he was pure menace in the batter’s box. He won a batting title, launched over 500 home runs — 14 seasons with at least 20 and eight with at least 30 — and put many a third base coach in peril with some of the most terrifying foul balls anyone has ever seen. For as violent as his swing may have been, it was hardly wild; not until his late 30s did he strike out more than 80 times in a season, and in his prime, he walked far more often than he struck out. Read the rest of this entry »


Some Quiet Moves Were Made, Too: Rounding Up the Reliever Signings

Lots of money flowed ahead of this week’s unofficial lockout deadline, but not all of the moves involved swimming pools of cash. Among the many made were some low-key bullpen additions, usually by contenders, all of which arguably upgraded their respective bullpens. Let’s talk about some of the more interesting ones!

Michael Lorenzen to the Angels

Lorenzen signed a one-year, $6.75 million contract to head to Anaheim, a surprisingly juicy figure for a pitcher with an ERA well in excess of five for the Reds in 2021. As you may have guessed, his peripheral numbers were better. A FIP just over four isn’t going to evoke prime Craig Kimbrel, but it’s a good bit better than the rest of the disasters in Cincy’s bullpen. The drop in strikeout rate was scary, but ZiPS doesn’t think it’s real when looking at the Statcast data, estimating that you ought to have expected him to finish up with 12 more strikeouts than he actually racked up — an impressive number in only 29 innings. Among relievers, that was the second-largest negative deficit, behind only Keynan Middleton of the Mariners. Scouting can also pick up this sort of thing, which is likely one reason the Angels were so willing to drop this amount of money.

The other is that Lorenzen wants to explore being a two-way player more than he got to in recent years. The Angels are apparently happy to grant this wish, given they’re the home of arguably the best (simultaneous) two-way player ever in Shohei Ohtani.

Lorenzen’s .233/.282/.429 line doesn’t scream “spare outfielder,” but one has to remember that his at-bats have been widely scattered, hampering his offensive development. In addition, a healthy chunk of them came as a pinch-hitter, a role in which players hit considerably worse compared to games they start.
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