A Dive into Hall of Fame Ballot Trends

Editor’s Note: As we approach the January 22 Hall of Fame announcement, we’ll be featuring a few pieces from Anthony Calamis and Adam Dore, members of Ryan Thibodaux’s excellent team that tracks public Hall of Fame ballot. This is the second such piece. Be sure to check out the ballot tracker, which is an indispensable tool for any Hall of Fame enthusiast.

To get the obvious point out of the way, the Cooperstown stage is going to be crowded at this year’s Baseball Hall of Fame induction ceremony on July 21. All signs point to the trio of Mariano Rivera, Roy Halladay, and Edgar Martinez earning induction and joining Lee Smith and Harold Baines — both of whom were elected to the Hall of Fame by the Today’s Game Committee this past December — in the 2019 Hall of Fame class. It is also possible that Mike Mussina will join them as well.

This year’s class will, in all likelihood, have the unique distinction of being the first class ever comprised of two or more first-ballot selections (Rivera and Halladay) to go along with one candidate (Martinez) who received at least 75% of the vote in his final year of eligibility. On two previous occasions, the BBWAA selected one first-timer and one other inductee whose eligibility window was set to expire: the 2017 induction class featured Ivan Rodriguez (first year on ballot, 76.0%) and Tim Raines (10th year, 86.0%), while the Class of 2009 consisted of Rickey Henderson (first year, 94.8%) and Jim Rice (15th year, 76.4%).

As of Tuesday morning, we have published 177 ballots in our Hall of Fame Ballot Tracker, and it is clear that Fred McGriff and Larry Walker have gained the most ground of any of the returning candidates since the last voting cycle. McGriff has picked up 34 votes so far from writers who did not include him on their ballots last year – against just two drops – while Walker has seen a net gain of 37 new votes as of this writing. McGriff is in his 10th and final year of BBWAA eligibility and will not get the call from Cooperstown next week. Walker, in his penultimate year on the ballot, had a case that appeared dead in the water, garnering just 21.9% of the vote in 2017, his seventh year on the ballot. Heck, his candidacy was probably written off by almost everyone, even with a 12.1% jump in 2018.

Net Gained Vote Leaderboard, 2009-Present
Rank Year Candidate Net +/-
(Public Ballots)
1 2018 Vladimir Guerrero +56
2 2016 Edgar Martinez +51
3 2017 Edgar Martinez +48
4 2018 Larry Walker +40
T5 2016 Alan Trammell* +39
T5 2016 Mike Mussina +39
T7 2019 Larry Walker +37
T7 2018 Edgar Martinez +37
T7 2017 Tim Raines* +37
10 2017 Jeff Bagwell +33
T11 2019 Fred McGriff* +32
T11 2016 Jeff Bagwell +32
T13 2018 Mike Mussina +31
T13 2016 Tim Raines +31
T13 2016 Curt Schilling +31
T16 2017 Barry Bonds +27
T16 2017 Roger Clemens +27
T18 2017 Mike Mussina +26
T18 2017 Trevor Hoffman +26
20 2016 Mike Piazza +23
*Final Chance on Ballot
Elected by BBWAA
SOURCE: Ryan Thibodaux

Just how far can Walker’s surge take him? Well, his current showing of 66.7% through 177 public and anonymous ballots is sure to falter, as ballots revealed early have historically been more favorable toward the vast majority of candidates than those revealed later or kept private. In order to determine the likelihood of the Canadian former slugger finishing with a portion of the vote high enough to set him up for a real possibility of 2020 enshrinement, I investigated how Walker fared on ballots of varying sizes last year.

Since 2017, I have kept a public spreadsheet detailing the trends in Hall of Fame ballots of varying vote quantities, and how each candidate fares when ballots are broken into five different size groups. The 10-player and 9-player ballots are categorized individually, while 7-8 vote and 5-6 vote ballots make up two separate groups; the remaining ballots, which consist of four or fewer votes, make up the fifth and final category. This sheet, made possible by Ryan Thibodaux’s work, breaks down each of the five size classifications into two additional groups: ballots including both Barry Bonds and Roger Clemens, and ballots that exclude one or both members of that duo.

For the sake of reducing space below, I’ve lumped ballot sizes into two basic groups: 10-player ballots and ballots which have fewer than the maximum 10 names checked.

On ballots with all 10 slots filled:

Ballots With All 10 Slots Filled
Candidate 2019 Pre (’19-’18 Diff) 2018 @177 2018 Pre 2018 Final 2018 Final – Pre Final – @177
Barry Bonds 88.2% 4.9% 85.8% 83.3% 83.2% -0.1% -2.6%
Roger Clemens 89.2% 5.2% 86.8% 84.0% 83.8% -0.2% -3.0%
Vladimir Guerrero —– —– 95.3% 95.1% 95.4% 0.3% 0.1%
Roy Halladay 97.1% —– —– —— —— —— —–
Todd Helton 20.6% —– —– —– —— —— —–
Trevor Hoffman —– —– 82.1% 83.3% 83.8% 0.5% 1.7%
Andruw Jones 13.7% 7.4% 3.8% 6.3% 6.4% 0.1% 2.6%
Chipper Jones —– —– 99.1% 99.3% 99.4% 0.1% 0.3%
Jeff Kent 18.6% 6.1% 10.4% 12.5% 13.9% 1.4% 3.5%
Edgar Martinez 98.0% 12.6% 86.8% 85.4% 86.1% 0.7% -0.7%
Fred McGriff 46.1% 25.3% 16.0% 20.8% 22.0% 1.2% 6.0%
Mike Mussina 93.1% 7.0% 86.8% 86.1% 85.0% -1.1% -1.8%
Andy Pettitte 7.8% —– —– —– —— —— —–
Manny Ramirez 33.3% 3.4% 35.8% 29.9% 31.8% 1.9% -4.0%
Mariano Rivera 100.0% —– —– —– —– —– —–
Scott Rolen 32.4% 15.0% 14.2% 17.4% 16.8% -0.6% 2.6%
Curt Schilling 83.3% 8.3% 78.3% 75.0% 71.7% -3.3% -6.6%
Gary Sheffield 14.7% 2.9% 9.4% 11.8% 13.3% 1.5% 3.9%
Sammy Sosa 14.7% -0.6% 17.9% 15.3% 13.9% -1.4% -4.0%
Jim Thome —– —– 94.3% 95.8% 94.8% -1.0% 0.5%
Omar Vizquel 39.2% 9.3% 27.4% 29.9% 30.1% 0.2% 2.7%
Billy Wagner 19.6% 5.7% 13.2% 13.9% 13.3% -0.6% 0.1%
Larry Walker 82.4% 30.3% 53.8% 52.1% 51.4% -0.7% -2.4%

And ballots on which fewer than 10 names are checked:

Ballots With Fewer Than 10 Slots Filled
Candidate 2019 Pre (’19-’18 Diff) 2018 @177 2018 Pre 2018 Final 2018 Final – Pre Final – @177
Barry Bonds 52.1% 14.2% 36.6% 37.9% 34.7% -3.1% -1.9%
Roger Clemens 52.1% 15.2% 35.2% 36.9% 34.0% -2.9% -1.2%
Vladimir Guerrero —– —– 93.0% 94.2% 93.1% -1.1% 0.1%
Roy Halladay 88.7% —– —– —– —– —– —–
Todd Helton 16.9% —– —– —– —– —– —–
Trevor Hoffman —– —– 71.8% 71.8% 72.9% 1.1% 1.1%
Andruw Jones 1.4% -2.5% 5.6% 3.9% 4.9% 1.0% -0.8%
Chipper Jones —– —– 97.2% 97.1% 96.5% -0.6% -0.7%
Jeff Kent 8.5% -6.1% 11.3% 14.6% 15.3% 0.7% 4.0%
Edgar Martinez 80.3% 14.3% 70.4% 66.0% 64.6% -1.4% -5.8%
Fred McGriff 23.9% 4.5% 18.3% 19.4% 20.8% 1.4% 2.5%
Mike Mussina 64.8% 17.2% 53.5% 47.6% 50.0% 2.4% -3.5%
Andy Pettitte 5.6% —– —– —– —– —– —–
Manny Ramirez 16.9% 5.3% 9.9% 11.7% 11.1% -0.5% 1.3%
Mariano Rivera 100.0% —– —– —– —– —– —–
Scott Rolen 4.2% 0.3% 4.2% 3.9% 6.3% 2.4% 2.0%
Curt Schilling 60.6% 20.8% 49.3% 39.8% 40.3% 0.5% -9.0%
Gary Sheffield 11.3% 1.6% 9.9% 9.7% 9.0% -0.7% -0.8%
Sammy Sosa 12.7% 8.8% 5.6% 3.9% 3.5% -0.4% -2.2%
Jim Thome —– —– 91.5% 89.3% 89.6% 0.3% -2.0%
Omar Vizquel 29.6% -9.3% 32.4% 38.8% 38.9% 0.1% 6.5%
Billy Wagner 9.9% 4.0% 5.6% 5.8% 7.6% 1.8% 2.0%
Larry Walker 45.1% 25.7% 16.9% 19.4% 20.8% 1.4% 3.9%

Four candidates have experienced an increase of at least 10% on 10-player ballots revealed prior to the announcement, with Omar Vizquel just off the pace. Walker is securely out in front of the pack, with a whopping 30% increase on such ballots from last year. Bear in mind that half of the 422 ballots cast in 2018 had awarded votes to 10 players. That Walker has appeared on over 80% of full ballots after receiving votes on just over half of them in 2018 is astounding. Having four names cleared from the ballot certainly opened up more opportunities for electors to cast a vote for Walker, as they may have done last year had the BBWAA allowed unlimited votes.

The even more jaw-dropping statistic is this: Walker’s vote share on sub-10 ballots has more than doubled since last cycle, up to 45.1%. Yes, that’s right. He appeared on just 19.4% of ballots that left at least one open spot last year, but has since seen that number skyrocket faster than the number of likes on a funny cat video gone viral. Walker has also gone 6-for-29 thus far on “Small Hall” ballots of six names or fewer. That might not sound like much, but that 20.7% is nearly identical to the 20.8% of all public sub-10 ballots that included his name. (For what it’s worth, Walker appeared on only two of the 44 publicized ballots that consisted of fewer than seven names last election cycle.)

What does all this mean for this year’s results? Consider the following: through the first 177 publicly revealed 2018 ballots, 53.8% of the 104 writers who checked 10 names cast a vote for Walker. That figure dropped down to 51.4% among all 317 public or anonymous ballots – including 173 full ballots – accounting for a rate decrease of 4.5% from the original vote share (I’m referring to the rate of change, which is different than simply the 2.4% decrease in percentage). Conversely, Walker only appeared on 16.9% of the 71 ballots that consisted of fewer than 10 names at the 177-vote mark, but that mark rose to 20.8% once all public ballots – 144 of which had fewer than the maximum number of slots filled – were uncovered. The rate of increase here was about +23%.

Let us make a few conservative assumptions:

1) The total number of ballots revealed in 2019 will be somewhere in the neighborhood of the 317 made public last year. Let’s say +/- 10 from that mark.
2) The previous year’s four-man induction class will lower the average number of candidates strongly considered by the voters, resulting in 10% fewer ballots with votes for 10 players. This would give a 45:55 ratio of full ballots against those selecting nine or fewer candidates.
3) Walker’s strong showing on full ballots thus far is inflated by early-exit-poll bias, and he will finish with a vote share that is just 90% of what it is currently on such ballots. Such a rate of decrease will get him 74.2% of the vote on public 2019 10-player ballots, just shy of election.
4) The 45.1% share Walker currently holds on smaller ballots will drop slightly by a net -2.0% (for an overall 43.1% vote share) despite increasing by 20% from this point last year and an overall change of +3.6%.
5) Points 2-4 factor in estimates for the portion of the voting body who chooses to keep their votes private.

Factoring in all of these assumptions, Walker would reel in a vote total of approximately 57.1%, which would represent a colossal increase of +23.0% in a single election cycle.

Last week, FanGraphs’ own Jay Jaffe explored the largest single-year gains in BBWAA voting history. In the event Walker does finish at exactly the aforementioned 57.1% figure, he would require an 18.0% increase in his final year of eligibility. Sounds steep, right? Perhaps, but gaining 18% in one year is far from unprecedented, and it would rank as just the 15th largest increase ever — tied with Ralph Kiner’s jump from 24.5% to 42.5% in 1967. It should be noted that a much more recent candidate, Vladimir Guerrero, jumped 21.2 percentage points, from 71.7% to 92.9%, in 2018.

Source: Ryan Thibodaux

Remember, I’m calling 57.1% of the vote for Walker a rather conservative estimate. There is certainly a chance he could come much closer or even exceed a three-fifths majority of the vote. In fact, the most recent model of Jason Sardell pegged 57% as the median estimate.

It certainly appears that we will have some drama on our hands in 10 months’ time when Walker hits the BBWAA ballot for the final time. A weaker ballot and the recent surges in vote totals for players late in their eligibility is sure to provide some additional excitement to the ballot tracking process next year. I would expect that every Walker fan will have run out of fingernails to bite come announcement day in 2020.

Even if Walker doesn’t get elected next year, he and fellow 2019 ballot-mate Fred McGriff might ultimately have a rather smooth road ahead of them. In the last two Eras Committee elections, we have seen three candidates who had gathered solid support during their tenure on the BBWAA ballot sail into Cooperstown upon their first introduction to one of these committees.

2018: Jack Morris, 14 of 16 votes, Modern Baseball
2018: Alan Trammell, 13 of 16 votes, Modern Baseball
2019: Lee Smith, 16 of 16 votes, Today’s Game

Each of these three former players received at least 40% of the BBWAA vote in at least one appearance on the ballot. Historically, many players who have received a relatively high vote share eventually made it to Cooperstown through some ideation of the committee structure. There are only 13 players – excluding those currently on the ballot – in Hall of Fame history who have accrued at least 30% of the overall Hall of Fame vote from the BBWAA who have not since been inducted to the Hall.

At least 30% of BBWAA Vote, Not In HOF
Player Best Vote % Yr Received Yr on Ballot Final Vote %
Gil Hodges 63.4% 1983 15 63.4%
Tony Oliva 47.3% 1988 7 36.2%
Roger Maris 43.1% 1988 15 43.1%
Steve Garvey 42.6% 1995 3 21.1%
Maury Wills 40.6% 1981 4 25.6%
Marty Marion 40.0% 1970 *9 33.4%
Harvey Kuenn 39.6% 1988 12 22.6%
Hank Gowdy 35.9% 1955 *14 14.1%
Phil Cavarretta 35.6% 1975 *12 35.6%
Johnny Sain 34.0% 1975 *10 34.0%
Allie Reynolds 33.6% 1968 *7 27.7%
Tommy John 31.7% 2009 15 31.7%
Luis Tiant 30.9% 1988 1 18.0%
SOURCE: Baseball-Reference

(Disclaimer: Yr on Ballot refers to how many appearances on the ballot the candidate had made at the time his highest vote percentage was received. The BBWAA voting process has evolved greatly from a time when elections were biennial and the 5% minimum threshold did not exist. Some players appeared on the ballot more than 15 times while others were cast off prior to reaching 15 appearances. The * denotes players who appeared on the ballot before several more recent rule changes were instituted. For more on the evolution of Hall of Fame voting, see Jay Jaffe’s The Cooperstown Casebook.)

Note that only six of these players have ever even reached 40.0% of the vote, and just 4 of the 13 exited the ballot with a vote share above 35%. With McGriff currently tracking at 36.2% through 177 ballots, is it likely that he joins this group, considering that he has been favored by private voters more so than public voters each year since the massive purge of the voting body prior to the 2016 election. It is conceivable that the Crime Dog crosses 40.0% of the vote this year, and probable that he – like Morris, Trammell, and Smith – is easily elected by the next Today’s Game Committee, which will meet in December of 2021 to determine which candidates should receive a bronze plaque the following July.

I will touch only briefly on Mussina here, as fellow member of the Tracker team Anthony Calamis thoroughly explored Mussina’s chances for FanGraphs recently. Mussina ranks fourth – behind the three near surefire inductees – in votes on full ballots, missing only seven out of 102 tallied thus far. Along with the three most likely inductees and Curt Schilling, Moose has also gotten the nod on more than 75% of 9-player ballots as well as the 7-or-8-vote group. He is the only candidate besides Rivera – who remains unanimous – to appear on all 19 of the 9-player ballots to date.

At first glance, it would appear as though Mussina’s luck runs out once we get to the true “Small Hall” ballots, which I will label as those containing six votes or fewer – he is just 9-for-30 on those. If we eliminate the “Tiny Hall” 0-4 player ballot category — votes on these ballots are most likely to be awarded to the candidates with the highest vote shares (there is only one public ballot that has named exactly four players) — on which ballots Mussina has been shut out, his vote total share is 39.1% (9 of 23) on remaining Small Hall ballots.

As Calamis mentioned, the average number of votes per ballot is sure to drop precipitously among private voters, who notoriously are far less likely to cast a vote for Bonds and Clemens. In my estimation, a large number of private ballots will fit into the Small Hall demographic. I also believe that the current breakdown of 5-or-6-player ballots – 11 including both Bonds and Clemens (on which Mussina has failed to earn a vote), 12 excluding them – will begin to shift greatly towards the latter as more votes are made public; my guess is that trend will also hold true among private voters. If this is true, Mussina has a chance to remain close to the 75% mark (9 of 12) he holds on such ballots because, as Calamis indicates, he was the second-ranked ballot holdover behind Martinez in terms of 2018 vote percentage. It remains to be seen whether the man known as Moose will have enough gas in the tank to cross the proverbial finish line this year, or if he will have to wait it out until 2020.

Several other players will be covered in greater detail in a subsequent piece next week, but for now I will leave you with a brief overview of some other interesting trends gathered from my Ballots by Quantity sheet.

Scott Rolen, who ranks 12th on the Tracker in overall vote percentage, has gathered votes on 33 of the first 102 full ballots – not a bad showing for a second-year candidate who barely eclipsed 10% of the overall vote when all was said and done last year. However, Rolen has the rather puzzling distinction of being a paltry 4-for-75 on any other ballots, a mark which only bests Andruw Jones’ among candidates likely to remain on the ballot in 2020. Similarly, Rolen was polling at just 3.9% on less-than-10 ballots on all 2018 pre-announcement ballots.

I was rather stunned to see the remarkable consistency of first-timer Todd Helton’s vote distribution. Excluding the stingiest group of Tiny Hall ballots from the mix, Helton’s vote percentage has ranged from a lower bound of 17.4% to an upper bound of 23.1% in each of the remaining four size categories through the first 177 revealed ballots. Naturally, he has benefited substantially more from ballots of the anti-Bonds and Clemens variety.

For a candidate who received just an 11.1% vote share in 2018, eight new supporters for Billy Wagner so far is a step in the right direction (he was also dropped from one ballot, but that ballot included 10 names and Wagner is almost certainly going to earn that vote back in the coming years). Closers historically have received a small boost among the un-published ballots, so the possibility exists that Billy The Kid’s final percentage can be a few ticks higher than where it stands currently. I have long believed that 2020 would be the year that things could really begin to take off for Wagner. He will finally be able to stand alone as the top relief pitcher on the ballot and out of the shadows of Smith, Trevor Hoffman, and Rivera. Wagner will also – at least in the opinion of this observer – have the distinction of being the greatest reliever outside of Cooperstown, period.

If Walker can total 15.5% in his sixth year of eligibility and we are – just three years later – discussing how he might actually have a chance at 75% in his final year, perhaps hope is on the horizon for Wagner, set to reach the 15.5% threshold two years earlier. Only time will tell.


Exactly Three Things About Avisail Garcia

A number of years ago, when I had reason to watch the Tigers, I got to see a bit of a young Avisail Garcia. From a young age, Garcia was referred to as “Mini Miggy,” that being a reference to regular Miggy, Miguel Cabrera. Garcia is from the same country as Cabrera, and he played for the same team as Cabrera, and he had a build and swing somewhat reminiscent of Cabrera. You probably know how it’s worked out to this point. Garcia was Mini Miggy in the same way so many small Dominican righties have been Mini Pedros. Cabrera will eventually end up in the Hall of Fame. Garcia was non-tendered by a bad baseball team at the age of 27.

But today is January 15, and these are trying days to be a baseball writer. The start of the season still feels ages away, and there’s only so much one can write about Bryce Harper and Manny Machado. And so, here we are. Garcia is finalizing a contract with the Rays, a one-year contract worth at least $3.5 million and at most $6 million. Garcia doesn’t seem ticketed for a starting role — he’ll probably bounce around, getting opportunities to hit against lefties. The better he does, the more he’ll play, but he’s joining a team with too many talented players for there to be a long leash. Just because Garcia will start the season in Tampa Bay doesn’t mean that’s where he’ll end it.

The Rays have wanted a right-handed hitter. I assume they wanted a better right-handed hitter. But this is the right-handed hitter I’ve been given a reason to write about right now. So if you’ll join me, I have three things I’d like to share with you. Three fun facts, if you will, three ways in which Garcia is unusual.

Read the rest of this entry »


Meg Rowley FanGraphs Chat – 1/15/18

2:01
Meg Rowley: Hello everyone, and welcome to the chat!

2:01
Meg Rowley: Apologies for the slight delay in getting started– I had to check in with some writing sorts.

2:01
Damian: Where do you think the big market teams will be once rising sea levels makes our major coastal cities uninhabitable?

2:02
Meg Rowley: What a happy, happy chat.

2:03
Meg Rowley: The answer here seems like Chicago, Denver, Seattle and St. Louis, (some of those obviously being quite large already) and also that we should take climate reports more seriously.

2:03
Jack : Would you prefer Harper or Machado for the same money/years?

Read the rest of this entry »


Steve Stone Has a Lot of Opinions on Pitching

Steve Stone knows a lot about pitching. A savvy right-hander for four teams from 1971-1981, he hurled 43 complete games, and augmented a 101-93 record with a rock solid 3.97 ERA. Stone was especially stellar in the 1980 season, garnering 25 wins for the Baltimore Orioles and taking home the American League Cy Young Award.

He doesn’t lack for opinions. Given his current job, he’s not supposed to. The 71-year-old has been in the broadcast booth for 30-plus years, the last 10 of them with the White Sox. As fans of Chicago’s South Side team can attest, Stone knows his stuff, and he’s not shy about sharing it. Agree with him or not, he’s rarely boring.

Stone sat down for a wide-ranging interview — one that offered some blunt commentary on players and trends alike — during a visit to Fenway Park midway through the 2018 season.

———

Steve Stone on learning as a young pitcher: “I pitched with Juan Marichal and Gaylord Perry. I pitched with Jim Palmer and Mike Flanagan. I pitched with Wilbur Wood. One thing I learned … I was very young when I was with Marichal and Perry. I didn’t have Hall of Fame talent, so it was hard to assimilate what they had to show me. Plus, Gaylord wasn’t forthcoming about anything that made him the pitcher he was. Marichal probably would have been, had I been able to understand how he did certain things.

“Perry threw a spitter. He wasn’t going to share that. Not unless I brought $3,000 to the park. That’s how much he said he’d charge to teach me the spitter. I was taking home $8,500. I didn’t want to give him 40% of my yearly take-home pay to try to learn a pitch that very few people can master. Read the rest of this entry »


Job Posting: Chicago Cubs Baseball Systems Software Engineer

Position: Baseball Systems Software Engineer

Location: Chicago, IL

Description:
This role will primarily focus on the development and maintenance of the Cubs internal baseball information system, including creating web interfaces and web tools for the user interface; building ETL processes; maintaining back-end databases; and troubleshooting data sources issues as needed.

Responsibilities:

  • Assist in the design and implementation of web interfaces for the Baseball Ops information system
  • Develop and maintain ETL processes for loading, processing and quality-checking new data sources
  • Identify, diagnose and resolve data quality issues
  • Build and/or support mobile-friendly user interfaces and experiences
  • Build and/or support web services and business-layer applications that speak to both back-end databases and front-end interfaces
  • Provide development support and guidance to Baseball Operations power users and general support to all Baseball Operations front-office and field personnel, as needed
  • Examine, and where appropriate, prototype new technologies in the pursuit of creating competitive advantages through software, applications and tools
  • Partner with Data Architects and Infrastructure/Operations resources on the Information Technology team to ensure secure, scalable and high-performing applications

Required Qualifications:

  • Bachelor’s degree in Computer Science, Engineering or Related Quantitative Subjects
  • Expertise with modern database technologies and SQL
  • Expertise in Python, Java or C#
  • Experience with Javascript
  • Experience with front-end Javascript frameworks like ReactJS, Angular or Vue
  • Experience with HTML/CSS
  • Excellent written and verbal communication skills
  • Working knowledge of advanced baseball statistics and sabermetric concepts

Preferred Qualifications:

  • Experience with the R programming language
  • Experience with Pandas, NumPy and SciPy Python Libraries
  • Experience working in a Linux environment
  • Experience building web or native applications for mobile devices
  • Experience building and supporting ETL processes

To Apply:
To apply, please use this link to complete the online application.

Response Expectations:
Due to the overwhelming number of applications the Cubs receive, they unfortunately may not be able to respond in person to each applicant. However, they can assure you that you will receive an email confirmation when you apply as well as additional email notifications whether you are selected to move forward for the position or not. Please note, the Cubs keep all resumes on file and will contact you should they wish to schedule an interview with you.

The Chicago Cubs and its affiliates are an Equal Opportunity Employer committed to inclusion and employing a diverse workforce. All applicants will receive consideration without regard to race, color, religion, sex, national origin, age, sexual orientation, gender identity, gender expression, veteran status, disability, or other legally protected characteristics.

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


2019 FAN Projections!

The 2019 FAN Projection ballots are now open!

Before you can project any players, you’ll have to select the team you follow most closely towards the top of the screen. If you don’t really follow a team, just pick one. You’ll only have to do this once.

After you’ve selected a team, you can begin projecting players. There are nine categories of interest for pitchers and 10 categories for position players. Pick the values in the drop-down boxes closest to what you think the player will do in 2018. Hit the submit button and you’re done! If you made a mistake, you can always go back and change your selection at any time.

Please note that everything is a rate stat. You’re projecting 2B+3B, HR, SB, and Fielding as a measure of 150 games (basically a full season). The player’s previous stats are shown per 150 games in the projection ballot, too. This will make changing playing-time projections much easier, as you’ll only have to change the games played portion.

That’s really all there is to it. You can filter players by team or, if you go to the player pages, you can project players individually. If you want to see all the players you’ve projected, you can click on the “My Rankings” button, which will show you only what you specifically projected a player to do.

FAN Projections will appear on a player’s page after five ballots have been submitted for him.

If you do notice any issues, please let us know.


The Specter of Jason Heyward’s Contract Looms Over Manny Machado

Three winters ago, Jason Heyward was a young free agent, a relative rarity as most players make their debuts at 23 years old or older, while many other young stars sign contract extensions prolonging the wait to hit the open market. Heyward debuted at just 20 years old on Opening Day back in 2010 and moved through the arbitration process to become a free agent heading into his age-26 season. There hadn’t been a free agent like Heyward — that young and that accomplished — in more than a decade. Three seasons later, Heyward has put up just four wins rather than the four wins per year that was expected. And now a very similar player in Manny Machado is hitting free agency, and might not be receiving the offers he expected.

While Manny Machado isn’t Jason Heyward, he’s not Bryce Harper either. Machado just put up his best offensive season with a 141 wRC+, while Harper’s season was almost viewed as a disappointment despite him hitting a very similar 135 wRC+. Harper derives nearly all of his value from his bat, while Machado is a more balanced player, getting value from his bat and his glove. In that way, he’s a remarkably similar player to Jason Heyward when the latter hit free agency.

Manny Machado and Jason Heyward Through Age-25
Name PA HR BB% K% ISO AVG OBP SLG wRC+ WAR
Manny Machado 4074 175 7.3 % 16.4 % .204 .282 .335 0.487 120 30.2
Jason Heyward 3429 97 10.8 % 18.5 % .163 .268 .353 0.431 118 25.2

Machado got a one-third season jump on Heyward to begin his career and has almost never been hurt, leading to roughly an extra season’s worth of playing time and a five-WAR lead. Heyward walked more, while Machado hit for more power. Heyward’s baserunning exceeded Machado’s, but his good defense at a more difficult position evened out that baserunning deficiency. When Heyward hit free agency, there were some (including me) who argued that Heyward’s contract floor in free agency should have been something like $160 million, with a reasonable value potentially above $300 million based on his comps at the time. Heyward is the most recent player to point to when it comes to long-term deals not working out, even when signed at a young age. Setting aside that Heyward was hurt almost immediately, that the Cubs changed a swing that worked in 2015, and that Heyward will now be on his third hitting coach in four years, what Heyward really should be is another data point among potential Manny Machado comps.

Earlier this month, I took a look at some comps for Bryce Harper mostly ignoring his MVP season. Near the end of the piece, I noted just how great Harper’s overall comps were.

There are so few players like Bryce Harper in baseball history that it is tough to find a lot of good comparisons. In the past 100 years, there have only been 16 players within five WAR of Harper and also within 20% of his plate appearances. Of those 15 other players, 11 are in the Hall of Fame. Manny Machado is another player on that list, with the others being Jim FregosiCesar Cedeno, and Vada Pinson. The 14 players averaged 37 WAR from age-26 through age-35, with eight of the 11 players who played since 1947 hitting that average.

The same exercise with Machado yields slightly different results due to a difference in plate appearance and Harper’s half a win higher WAR total. We end up with 16 total players, including Machado and Harper. We lose Johnny Bench and Tim Raines, but gain Adrian Beltre, so the number of Hall of Famers is pretty close. Also added to the list is Jason Heyward, but even if we include Heyward’s 4.1 WAR and assume he will not generate any wins over the next seven seasons, the average WAR produced from 26 years old through age 35 is 34.8 WAR. That’s easily $300 million contract territory, and with seven of the 11 players since integration going above that mark, there’s a reasonable chance of hitting that mark with Machado.

On the other hand, if we were to admit that the valuations on Heyward missed the mark from some reason or another — like too much of his value being tied into defense or perhaps that debuting young isn’t as important as we thought — we can take a different angle to get a better perspective on Machado. The last set of comps look at only total value, go very far back in history, and take into account up to seven nearly full seasons for some players. Let’s start by narrowing things down a bit. We’ll look at Machado’s last four years, when he put up a 128 wRC+ and 21.7 WAR from age 22 through his age-25 season. To find good comparable players, we’ll look at non-catching position players from 1973-2008 with at least two wins at 25 years old, a WAR between 18 and 26, a wRC+ between 118 and 138, a positive defensive value, and enough plate appearances to qualify for the batting title. Here are Machado’s comps.

Manny Machado Age-22 Through Age-25 Comps From 26-35
Name PA HR AVG OBP SLG wRC+ Off Def WAR
George Brett 5554 204 .316 .393 .535 148 317.4 14.9 53.7
Scott Rolen 5367 195 .284 .367 .492 124 172.9 131.4 47.6
Derek Jeter 6923 161 .317 .387 .456 125 247.2 -14.1 46.1
Chet Lemon 5059 151 .266 .352 .441 121 112.1 43.6 33.2
Cesar Cedeno 4007 78 .277 .342 .418 113 76.6 -41.2 17.5
Troy Glaus 3485 172 .255 .357 .485 120 81.6 -38.9 15.6
AVERAGE 5066 160 .286 .366 .471 125 168 16 35.6

Through 2008, six players have taken Manny Machado’s path at the same age. Two are Hall of Famers, and Scott Rolen should be a third. Even if we include more recent players who have yet to play through age-35, only Jose Ramirez and Ryan Zimmerman qualify and the latter drops the average by just a couple of wins. Machado is still pretty easily a $300 million value by this analysis assuming we start with a $9M/WAR evaluation. Now, let’s only use the last three seasons, where Machado put up 15.1 WAR and a 125 wRC+. Using similar PA, defense, and age-25 restrictions, with WAR between 12 and 18, and a wRC+ between 115 and 135 yields the following comps at age 26 through 35 years old.

Manny Machado Age-23 Through Age-25 Comps From 26-35
Name PA HR AVG OBP SLG wRC+ Off Def WAR
Chipper Jones 6165 312 .312 .413 .565 150 401 -33 55.3
Scott Rolen 5367 195 .284 .367 .492 124 173 131 47.6
Derek Jeter 6923 161 .317 .387 .456 125 247 -14 46.1
Andre Dawson 5839 260 .285 .332 .502 125 180 7 39.6
Ryne Sandberg 5416 185 .290 .353 .465 122 148 42 38.5
Robin Ventura 5405 223 .267 .363 .465 113 85 114 37.4
Willie Randolph 5500 32 .273 .368 .343 106 43 87 31.8
Eric Chavez 3217 123 .260 .339 .451 108 30 29 16.6
Troy Glaus 3485 172 .255 .357 .485 120 82 -39 15.6
Edgardo Alfonzo 3390 84 .280 .357 .422 106 31 7 14.4
Lloyd Moseby 3237 88 .251 .333 .405 103 25 -42 9.3
AVERAGE 4904 167 .279 .361 .459 118 131 26 32

Another very good group here, but it’s worth noting that Glaus, Chavez, and Moseby all posted WAR totals at age-25 at least two wins lower than Machado last year, so restricting this group further would yield a number even higher than the previous group. It is also worth noting that Jason Heyward, Dustin Pedroia, Nolan Arenado, and Ryan Zimmerman are all recent comps. Pedroia has been worth 33 wins over the past 9 years with Zimmerman worth around 14 over the past eight seasons, and including those two players only drops the average WAR by about one win. Arenado has already put up 11 wins in two seasons, we’ve discussed Heyward, and in the unlikely event that none of the four active players produce anything else, the group average still sits at around 28 wins. We are dealing with a very accomplished group whose average production would be worth well over $300 million over the next 10 years.

When we drop down to just the last two years of Machado, we should see the most pedestrian group given Machado’s lackluster 2017 season. Over the last two seasons, Machado has a 122 wRC+ with 8.8 WAR, so we’ll look at players between 112 and 132 wRC+ with between 7 and 11 wins, leaving the other parameters the same.

Manny Machado Age-24 Through Age-25 Comps From 26-35
Name PA HR AVG OBP SLG wRC+ Off Def WAR
Carlos Beltran 5748 252 .282 .368 .509 129 265.8 21.6 47.2
Alan Trammell 5279 132 .293 .359 .445 121 138 125.5 44.8
Andre Dawson 5839 260 .285 .332 .502 125 180 7.4 39.6
Dave Winfield 6301 256 .290 .359 .496 136 263.7 -112.4 37.6
Matt Williams 5155 261 .278 .327 .503 112 79 76 31.9
Dwayne Murphy 3989 142 .241 .348 .410 116 73 42.7 25.4
Dusty Baker 5407 166 .279 .346 .432 119 114.5 -62.1 24
Coco Crisp 4345 82 .260 .327 .393 96 31.8 20.9 20.3
Eric Chavez 3217 123 .260 .339 .451 108 29.5 29.3 16.6
Raul Mondesi 4571 201 .264 .330 .478 109 61.5 -49 16
Edgardo Alfonzo 3390 84 .280 .357 .422 106 30.5 6.7 14.4
Roberto Kelly 3915 98 .290 .338 .436 105 29.6 -68.5 9.5
Lloyd Moseby 3237 88 .251 .333 .405 103 25.1 -41.7 9.3
AVERAGE 4646 165 .273 .343 .452 114 101.7 -0.3 25.9

As we might expect given Machado’s 2017, this is the most disappointing group we’ve seen. It’s also still a group that might produce an average outcome in the $275 million range. There are three Hall of Famers up there with Beltran having a chance at four. The same caveats as above regarding Moseby and Chavez apply here, as well. Among active players, we still have Pedroia, Heyward, and Arenado, though we add Kyle Seager, who has averaged around four wins per season over the last five years despite a disappointing 2018 campaign. We also add Christian Yelich, who has just one season beyond 25 years old, but won the NL MVP with a 7.6 WAR year. Javier Baez and Xander Bogaerts also qualify, but are the same age as Machado.

If we only had Machado’s 2018 season as a comparison, this is what that group looks like:

Manny Machado Age-25 Comps From 26-35
Name PA HR AVG OBP SLG wRC+ Off Def WAR
Larry Walker 5127 277 .331 .416 .613 147 323 6 48.6
Alan Trammell 5279 132 .293 .359 .445 121 138 126 44.8
Bobby Grich 5209 158 .271 .375 .438 132 185 51 42.7
Andre Dawson 5839 260 .285 .332 .502 125 180 7 39.6
Ryne Sandberg 5416 185 .290 .353 .465 122 148 42 38.5
Tim Raines 5808 107 .294 .385 .429 125 221 -53 36.8
Willie Randolph 5500 32 .273 .368 .343 106 43 87 31.8
Jesse Barfield 3456 153 .250 .336 .456 115 58 71 24.7
David Wright 3824 112 .286 .366 .458 128 127 -16 24.1
Marcus Giles 2190 38 .273 .348 .405 100 12 8 9.2
AVERAGE 4765 145 .285 .364 .455 122 143 33 34.1

These are the wildest results we’ve seen with a bad Marcus Giles, a good but injury shortened run from David Wright, a decent run from Jesse Barfield, and then near-Hall of Fame or better runs from the seven remaining players. Of the more recent players, Evan Longoria, Ryan Zimmerman, Hanley Ramirez, Kris Bryant and Matt Chapman also fit the bill. Even including the first three more recent players doesn’t drop the average below 30. Of note, Jason Heyward is not a comp in the last group, as Machado’s 141 wRC+ was significantly higher than Heyward’s age-25 season and at least 20 points higher than every season Heyward has put up since the right fielder’s 134 wRC+ in his 2010 rookie campaign.

Jason Heyward might show some similarities to Manny Machado, but that contract and the results the last three seasons shouldn’t scare people away from Manny Machado. Heyward is still young enough that he could turn his contract around, but that also shouldn’t matter for Machado. The current free agent has better comps than Heyward and is coming off a much better season. Even with similar comps, Heyward is still just one data point among multiple Hall of Famers. Players who hit like Machado, play solid defense, and perform well in their early to mid-20s tend to keep doing so. The same should be expected of Machado, as well.


Derek Holland Is Derek Holland Again

One season ago, Derek Holland was one of the worst pitchers in baseball. There were 134 pitchers in the majors who threw at least 100 innings. Holland wound up with the fifth-worst ERA-. He wound up with the single worst FIP-, and the single-worst xFIP-. He allowed the second-highest wOBA, and he allowed the very highest expected wOBA, based on Statcast. It was a new low for Holland in what had earlier been a promising career. After peaking with the Rangers when the Rangers were good, Holland fought knee trouble and shoulder trouble. After that miserable 2017 with the White Sox, Holland joined the Giants on a minor-league contract.

Last year’s Giants were bad. One of the things that happens when a team is bad is that the team also doesn’t draw very much attention. Criticism is heaped upon the good players who disappoint, and optimists might hunt for bright spots among youth. But bad teams are by and large forgotten or ignored as a summer wears on. As a consequence of that, you might not have noticed Derek Holland’s 2018. I know I didn’t, for a while. It was a terrible year for the Giants. It was a successful year for Holland.

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DJ LeMahieu Is Going to Look Familiar

Late last week, free-agent infielder DJ LeMahieu signed for two years and $24 million. LeMahieu is going into his age-30 season, and not that long ago, I wrote about his offensive upside. Given where we are in the information era — and the player-development era — I find LeMahieu intriguing, and so I’m a fan of the terms. I think he can be a lot more valuable than this, although to his agent’s credit, he’s also a member of baseball’s veteran middle class, so it’s good to lock down a multi-year contract at all.

The one thing that’s somewhat surprising is that LeMahieu didn’t sign with, say, the Brewers. He signed with the Yankees. The Yankees already had a player at LeMahieu’s primary position, just as the Mets already had a player (two of them, in fact) at Jed Lowrie‘s primary position. So, just like with Lowrie, LeMahieu is expected to move around the diamond. It makes it all the more difficult to fit Manny Machado with the Yankees. It also makes you wonder at least a little bit about Miguel Andujar’s future as the Yankees’ third baseman. In LeMahieu, the Yankees signed a talented player, but it raises new questions. It also re-raises old ones.

For the next few minutes, though, let’s forget all of that. Let’s forget about how the Yankees’ infield all works together. Let’s forget about Machado, and Andujar, and Troy Tulowitzki. Let’s just talk about DJ LeMahieu’s hitting. Does he remind you of anyone?

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Getting Mike Mussina to 75 Percent

Editor’s Note: As we approach the January 22 Hall of Fame announcement, we’ll be featuring a few pieces from Anthony Calamis and Adam Dore, members of Ryan Thibodaux’s excellent team that tracks public Hall of Fame ballot. This is the first such piece. Be sure to check out the ballot tracker, which is an indispensable tool for any Hall of Fame enthusiast.

In case you have somehow missed any of Jay Jaffe’s excellent coverage over the last month, December is the time of the year when Hall of Fame ballots get mailed out. More than 400 BBWAA members comprise the voting body tasked with electing players to the National Baseball Hall of Fame and Museum in Cooperstown, New York.

I’m part of a four-person ballot-tracking team led by Ryan Thibodaux (@NotMrTibbs) that finds every public ballot, records the percentage of votes for each candidate, and tracks which players have been added to or dropped from a voter’s ballot from one year to the next, assuming they were public in both years. Right now, there are 172 ballots in the Tracker.

This year in particular, a few intriguing trends have emerged as ballots have been made public. I chose to explore Mike Mussina’s candidacy and what needs to happen over the next nine days for him to share the stage next July with likely inductees such as Mariano Rivera.

Before diving into the particulars, here is a table showing the current results in the Tracker:

2019 BBWAA HOF Vote (172 Ballots Returned)
Candidate Votes Percentage
Mariano Rivera 172 100.0%
Roy Halladay 162 94.2%
Edgar Martinez 155 90.1%
Mike Mussina 140 81.4%
Curt Schilling 127 73.8%
Roger Clemens 126 73.3%
Barry Bonds 125 72.7%
Larry Walker 113 65.7%
Omar Vizquel 62 36.0%
Fred McGriff 61 35.5%
Manny Ramirez 45 26.2%
Scott Rolen 36 20.9%
Todd Helton 35 20.3%
Billy Wagner 26 15.1%
Sammy Sosa 23 13.4%
Gary Sheffield 23 13.4%
Jeff Kent 22 12.8%
Andruw Jones 14 8.1%
Andy Pettitte 12 7.0%
Michael Young 3 1.7%
Lance Berkman 2 1.2%
Roy Oswalt 2 1.2%
Miguel Tejada 2 1.2%
SOURCE: Ryan Thibodaux’s 2019 Baseball HOF Tracker

Three of the candidates have had their boxes checked on over 90% of known ballots. All the others are below the required 75% for election, leaving Mussina as the most interesting bubble candidate this year. In the 2018 voting, Mussina received votes on 268 of the possible 422 ballots cast, good for 63.5%, 11.5% (or 49 votes) shy of election; Chipper Jones, Vladimir Guerrero, Jim Thome and Trevor Hoffman all surpassed 75%.

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