2023 Contemporary Baseball Era Committee Candidate: Fred McGriff

Fred McGriff
Daniel Shirey-USA TODAY Sports

The following article is part of my ongoing look at the candidates on the 2023 Contemporary Baseball Era Committee ballot. Originally written for the 2013 election at SI.com, it has been expanded and updated. For a detailed introduction to this year’s ballot, use the tool above. An introduction to JAWS can be found here.

Despite being an outstanding hitter, Fred McGriff had a hard time standing out. Though he arrived in the major leagues the same year as Mark McGwire and Rafael Palmeiro and was the first player to lead each league in home runs since the Dead Ball Era, he never matched the career accomplishments of either of those two men, finishing short of round-numbered milestones with “only” 493 home runs and 2,490 hits. The obvious explanation — that he didn’t have the pharmaceutical help that others did — may be true, but it was just one of many ways in which McGriff’s strong performance didn’t garner as much attention as it probably merited.

Which isn’t to say that he went totally unnoticed during his heyday, but some of the things for which he received attention were decidedly… square. Early in his major league career, McGriff acquired the nickname “the Crime Dog” in reference to McGruff, an animated talking bloodhound from a public service announcement who urged kids to “take a bite out of crime” by staying in school and away from drugs. He also appeared in the longest-running sports infomercial of all time, endorsing Tom Emanski’s Baseball Defensive Drills video, a staple of insomniac viewing amid SportsCenter segments on ESPN since 1991.

That those distinctions carry some amount of ironic cachet today is evidence that McGriff might have been just too gosh-darn wholesome a star for an increasingly cynical age. On the other hand, it’s far better to be remembered for pointing a finger in the service of a timeless baseball fundamentals video than accompanying sworn testimony in front of Congress. Read the rest of this entry »


Before Handing Out Awards, A Moment of Appreciation for the 2022 Rookie Class

Adley Rutschman
Paul Rutherford-USA TODAY Sports

On Monday, MLB unveiled the three highest vote-getters for its four major end-of-season awards, including the three top-voted rookies in each league. Steven Kwan, Julio Rodríguez, and Adley Rutschman made the cut from a strong American League pool including playoff double-MVP Jeremy Peña, 2022 preseason No. 2 prospect Bobby Witt Jr., and rotation standouts from across the circuit (George Kirby, Reid Detmers, and Joe Ryan). In the National League, teammates Spencer Strider and Michael Harris II underscored Atlanta’s bright future with quick breakouts. Inaugural Gold Glove utilityman Brendan Donovan complemented his defensive versatility with a 129 wRC+ to earn an underdog spot among the finalists over Jake McCarthy, Seiya Suzuki, and others.

The winners won’t be revealed until this coming Monday, but this week’s announcement was a sort of celebration of a rookie class that lived up to expectations and then some. Award season is about recognition of individual achievement over the past regular season, but in the case of the Rookie of the Year, it also feels like a prospective look at the careers that might be awaiting us. With the talent exhibited by this year’s class, particularly the position players, it seems we have a lot to look forward to. Read the rest of this entry »


The 2022 Astros Lineup Was Filled With Swing Path Diversity

Kyle Tucker
Jerome Miron-USA TODAY Sports

After coming up short in 2021, the Astros are back on top of the sport with their second championship in six years. Come playoff time, Houston consistently executed its gameplan better than any other team. This year, dominance came in the form of historically effective relief pitching and timely hitting. On the whole, the Astros’ hitting wasn’t strikingly better than any other team, but when given the chance to put up enough for their bullpen to hold it down, they did that with no problem.

That last part is what has lingered in my head for the past week or so. Over the last six years, it feels as if Houston’s hitters have figured it out in big moments while other teams have stumbled. Even in this year’s tournament, when there was dominant pitching across the board, Astros hitters made the most of mistakes. And Houston could rely on a large group of guys, including but not limited to Jeremy Peña, Alex Bregman, Yordan Alvarez, and Kyle Tucker. Compare that to teams like the Yankees and Phillies, who had to rely on just a few players throughout.

But why is that? How can Houston get timely production from any guy in the lineup while others can’t overcome their holes? I still haven’t gotten close to a definitive answer, but I think I’m making progress on a reason why. Read the rest of this entry »


The Most Spectacular Boring Plays of the Year

Jose Siri
Kim Klement-USA TODAY Sports

Today we’re going to watch the most spectacular catches of the 2022 season. Not all of them, though; that would take too long. Instead, we’re going to skip all the exciting ones to focus on the greatest, most boring plays of the year.

Last week, I wrote about right fielders Kyle Tucker and Nick Castellanos. The latter got a great deal of ink for making sliding catches on balls Tucker likely would have gotten to easily. In this article, we’ll focus on the inverse: Players who made difficult plays look routine. The goal here is not to downplay cool diving catches, but to celebrate great plays that might have gone unappreciated. Read the rest of this entry »


Scott Boras Has the Jokes, but Brandon Nimmo Has the Goods

Brandon Nimmo
Brad Penner-USA TODAY Sports

Wednesday marked the return of one of baseball’s blessed traditions: Scott Boras Comedy Hour. At most major industry conferences, the sport’s most powerful agent has developed a habit of leaning against a wall in some hotel hallway with dozens of the BBWAA’s leading lights before him like children at the foot of Christ in the illustrations from a Sunday School tract. This year’s GM meetings are no exception.

Over the years, the erudite Boras has modulated the form of his address; what was once a straightforward press scrum became a vehicle for one-liners. Now, Boras uses his time to rip off a series of bodged-together puns and rhyming couplets in praise of his top clients.

It’s an odd spectacle with little precedent in American sports apart from — and I make this comparison advisedly — Muhammad Ali. But it is nevertheless an important one. Minutes after Boras got through his set, President Biden addressed the nation after Tuesday night’s pivotal midterm elections, and I was so wrapped up in Boras Chat I forgot there was another thing happening. Read the rest of this entry »


Postseason Managerial Report Card: Aaron Boone

Aaron Boone
Ken Blaze-USA TODAY Sports

Welcome to another installment of postseason managerial report cards. In this one, we’ll look at the Yankees, whose strong start to the season ended in playoff disappointment. From a purely results-oriented standpoint, you’d be hard-pressed to find a Yankees fan giving this year’s team a passing grade.

In these report cards, I’m focusing on process instead of results as much as possible. I considered every pitching move that the team either made or chose not to make, as well as starting lineups and pinch hitting decisions. I suppose I considered batting order as well, but there’s so little value in batting order optimization that I pretty much gave every manager a perfect grade there.

Managers do far more than simply choosing who to put in the game and when to do so. Their role in helping players get prepared and keeping everyone on the same page with regards to team strategy is more important, particularly over the course of a full season, than anything I’m getting into here. I can’t see those decisions, though, and I can see these. What’s more, the postseason amplifies single-game decisions; with so few contests compared to the long haul of a full season, each squandered point of win expectancy feels like a catastrophe. With that lens in mind, let’s take a look at New York’s finest. Read the rest of this entry »


FanGraphs Audio: Episode No. 1000 Retrospective

Episode 1000

That’s right, we have reached our four-digit milestone. Look back through the years with us before we look to the future (or at least this upcoming offseason).

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

To donate to FanGraphs and help us keep things running, click here.

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 58-minute play time.)


Job Posting: Chicago Cubs – Analyst Baseball Analytics, Summer Fellow Baseball Systems

Analyst, Baseball Analytics

Department: Research & Development, Baseball Operations
Reports To: Director, Baseball Analytics

Role:
The Chicago Cubs are seeking analysts to join the Baseball Analytics group in the Baseball Operations’ Research and Development team. This role will focus on constructing models that estimate skills, likelihoods, and contexts for various baseball phenomena. The analyst will work closely with the entirety of the R&D department to develop methods to process data, improve the effective understanding and application of data, and disseminate analytic insights throughout the organization. Analysts may focus their efforts towards collaborating with the Advanced Scouting, Amateur Scouting, International Scouting, Professional Scouting, Baseball Sciences, or Player Development groups, as strengths dictate.

Responsibilities:

  • Create data modeling pipelines that maintain up-to-date predictions of a variety of baseball metrics
  • Analyze collected data leveraging in-house models and insights
  • Research, develop, and test methods and models for the purpose of player assessment, development, and acquisition, as well as the optimization of in-game strategy
  • Effectively present analyses using written reports and data visualization methods to communicate relevant findings
  • Work with Baseball Systems team to integrate new statistical analyses, models, and data visualizations into Cubs web applications
  • Incorporate new analysis into existing data processes to improve automated reporting
  • Identify, diagnose, and resolve data quality issues
  • Conduct in-depth evaluations of amateur and professional prospects
  • Handle data and analysis requests from the coaching staff and other departments within Baseball Operations

Desired Qualifications:

  • Bachelor’s or advanced degree in a quantitative field such as statistics, engineering, mathematics, physics, quantitative social sciences, computer science, or operations research
  • Excellent written and verbal communication skills
  • Proficiency with SQL, and at least one statistical programming language (e.g., Julia, MATLAB, Python, R)
  • Working knowledge of advanced baseball statistics
  • Familiarity with advanced statistical modeling techniques
  • Relevant experience working in baseball preferred

To Apply:
To apply, please follow this link.


Summer Fellow, Baseball Systems

Department: Baseball Operations: Research & Development – Baseball Systems
Reports To: Architect, Baseball Systems

Role:
The Chicago Cubs Baseball Systems Department is seeking to fill a Baseball Systems Fellow position. This role will focus on assisting the development and maintenance of the Chicago Cubs baseball information system data warehouse, including creating web interfaces and web tools for the user interface; building automated ETL processes which feed it; maintaining back-end databases; and troubleshooting data sources issues as needed. This role will collaborate with software engineers, data analysts, and other internal users in their use of the Cubs’ systems and data warehouse.

Responsibilities:

  • Assist in the design and implementation of web interfaces for the Baseball Ops information system • Assist with building data visualizations for baseball users.
  • Assist with design and implementation of mobile application features
  • Assist with the development and maintenance of ETL processes.
  • Identify, diagnose, and resolve data quality issues

Required Qualifications:

  • Bachelor’s degree in Computer Science, Engineering or Related Subjects
  • Expertise with modern database technologies and SQL
  • Expertise in Python, Java, C# or a similar language
  • Excellent written and verbal communication skills
  • High level of attention to detail

Desired Qualifications:

  • In progress Bachelor’s degree in Computer Science, Engineering or Related Quantitative Subjects
  • Familiarity with modern database technologies and SQL
  • Familiarity with Python, Java, C++ or another object-oriented language
  • Familiarity with front-end web development, including HTML, CSS, and Javascript
  • Excellent written and verbal communication skills

To Apply:
To apply, please follow this link.

The content in this posting was created and provided solely by the Chicago Cubs.


Job Posting: Chicago Cubs – Analyst Baseball Sciences, Data Quality Engineer Baseball Systems

Analyst, Baseball Sciences

Department: Research & Development, Baseball Operations
Reports To: Director, Baseball Sciences

Role:
The Chicago Cubs are seeking an analyst to join the Baseball Sciences group in the Baseball Operations’ Research and Development department. This role will focus on improving our understanding of player performance through the analysis of various data sources and technologies, including motion capture, force plates, wearable sensors, and S&C assessments. The analyst will be responsible for performing quantitative research on existing data while also helping the organization identify novel technologies or initiatives that could lead to further insight. The ideal candidate will possess strong quantitative skills, the ability to think critically and creativity, domain-specific knowledge/experience, and the ability to communicate effectively to non-technical stakeholders.

Responsibilities:

  • Perform quantitative research to better understand and quantify player performance
  • Identify and evaluate new technologies and assessments
  • Work with the Baseball Analytics group to integrate Baseball Science research into player valuation models
  • Communicate research insights to various departments and stakeholders—including coaches, scouts, trainers, and S&C staff
  • Collaborate with Player Development to design/oversee initiatives that can help answer research hypotheses
  • Stay up to date with academic literature and public research

Desired Qualifications:

  • Bachelor’s or advanced degree in either a quantitative field (statistics, engineering, physics, computer science, etc.) or a domain-specific field (biomechanics, exercise science, neuroscience, etc.)
  • Proficiency with SQL and at least one statistical programming language (Julia, MATLAB, Python, R)
  • Familiarity with advanced statistical modeling and machine learning techniques
  • Experience analyzing motion capture data or other relevant time-series data sources
  • Excellent written and verbal communication skills
  • Experience working in baseball preferred

To Apply:
To apply, please follow this link.


Data Quality Engineer, Baseball Systems

Department: Baseball Systems
Reports To: Director, Baseball Systems

Role:
The Chicago Cubs Baseball Systems Department is seeking to fill a Baseball Systems Data Quality Engineer position. This role will focus on the import and maintenance of the Chicago Cubs baseball information system data warehouse, including building automated ETL processes which feed it; maintaining back-end databases; automating data quality checks; and troubleshooting data source issues. This role will collaborate with software engineers and data analysts in their use of the Cubs’ data warehouse.

Responsibilities:

  • Develop and maintain ETL processes for loading and processing new data sources
  • Create automated processes to identify data integrity problems
  • Diagnose and resolve data source issues

Required Qualifications:

  • Bachelor’s degree in Computer Science, Engineering or Related Subjects
  • Expertise with modern database technologies and SQL
  • Expertise in Python, Java, C# or a similar language
  • Excellent written and verbal communication skills
  • High level of attention to detail

Desired Qualifications:

  • Experience building and supporting ETL processes
  • Experience with Airflow or related scheduling tools
  • Experience working in a Linux environment
  • Experience working with cloud-based computing
  • Working knowledge of advanced baseball statistics and sabermetric concepts
  • Knowledge of statistical concepts

To Apply:
To apply, please follow this link.

The content in this posting was created and provided solely by the Chicago Cubs.


Should the Phillies Actually Get Rid of Rhys Hoskins?

Rhys Hoskins
Bill Streicher-USA TODAY Sports

“Mike from Shamong you’re on 94.1 WIP.”

“Hey, Joe, first time long time, thanks for having me on.”

“I hear you want to talk some Phillies. What’s on your mind, brother?”

“Joe, the Phils gotta get rid of Rhys Hoskins. I know he’s been around a while and people say he’s a nice guy but I just can’t stand to watch him anymore. He struck out 10 times in the World Series, he drops every third ball that comes to him, he’s the reason we lost!”

“Well Mike, most of the Phillies lineup went missing at the end of the Wo—”

“I HATE HIS STINKING GUTS JOE! I CAN’T STAND TO LOOK AT HIM!”

“So you want to trade him, then?”

“I do, Joe. Hoskins only has one year left before free agency, and we can’t lose him for nothing. Look, Nola was pretty bad in the World Series too. Maybe we can trade Hoskins for a no. 2 starter? How about that kid from San Diego, Musgraves? Yeah, Hoskins to the Padres for Musgraves and a first-round pick. What do you think about that? I’ll take my answer off the air.”

Read the rest of this entry »