Please note, this posting contains two positions.

Position: Quantitative Analyst – Entry Level, Baseball Research and Development

Position Summary:
The Colorado Rockies are currently seeking a full-time entry level Quantitative Analyst within the Baseball Research and Development Department. This individual will assist in the development and maintenance of player information and projection systems, statistical analysis projects and on field strategy. This position requires strong statistical development skills, ability to program in a scripting language such as Python and/or R, as well as a demonstrated ability for independent curiosity and a commitment to excellence while working within a team.

Duties & Responsibilities:

• Utilize advanced statistical techniques to analyze large datasets for actionable conclusions.
• Design and document development of new analytic applications to assist in player evaluation.
• Utilize existing Baseball Research and Development applications and databases in order to perform quantitative research related to baseball strategy and player evaluation.
• Work with Baseball Research and Development team to design and integrate new statistical ideas into existing analytical systems.
• Build automated solutions to import, clean and update datasets for use in downstream analyses.
• Complete ad-hoc projects to answer specific questions from Front Office and On-Field colleagues.

Candidate Preferences:
Education and Work Experience

• Bachelor’s degree or completion of immersive technical program in Mathematics, Statistics, Economics, and/or demonstrated knowledge and experience in a Statistical Field.

Read the rest of this entry »

Ben Lindbergh and Sam Miller banter about Mike Trout’s career spring training stats, then preview the 2020 Minnesota Twins (9:01) with the The Athletic’s Aaron Gleeman, and the 2020 Pittsburgh Pirates (46:33) with The Pittsburgh Post-Gazette’s Jason Mackey, plus a conversation between Ben and Pirates pitcher Mitch Keller (1:19:30) about Keller’s historically unlucky debut MLB season.

Audio intro: Union Street Preservation Society, "Meet Me in Spring"
Audio interstitial: Sleater-Kinney, "Leave You Behind"
Audio outro: Ages and Ages, "Just My Luck"

Link to Max Marchi on spring training stats
Link to story on Takashi Miyoshi’s new role
Link to Matt Trueblood on not extending Theo Epstein
Link to Jason on the Pirates’ pitching plan
Link to Ben on the Archer trade
Link to Ben on Keller’s debut year
Link to the Banished To The Pen preview series
Link to order The MVP Machine

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There’s no question that Nick Madrigal can hit. The Chicago White Sox drafted the sweet-swinging infielder fourth-overall in 2018 after he slashed .361/.422/.502 at Oregon State University — and he’s continued to rake. Last year, Madrigal put up a tasty .311/.377/.414 slash line between three levels, reaching Triple-A in his first full professional season.

Few doubt that the just-turned-23-year-old will be a solid big-leaguer, as his bat-to-ball skills come with strong defense at the second base position. The question is whether he’ll ever produce more than a modicum of in-game power. Madrigal stands 5’ 7”, and he’s gone deep just four times in 705 minor-league plate appearances.

Could he one day display pop? Mindful that 5’ 6” Jose Altuve homered 31 times last year, I asked Madrigal how much raw power he actually has.

“I have some in my swing,” Madrigal told me on Friday. “I’m getting stronger and stronger every year, so I do think power could be part of my game. I’m not too worried about it, though. People say, ‘When will you start doing that?’ or ‘When will you start doing this?’ But I know what kind of player I am. My job is to get on base. I can drive the ball, but I’m not going to go up there trying to hit home runs, or anything like that.”

Once upon a time, he did go for the downs. Read the rest of this entry »

Meg Rowley and Sam Miller briefly banter about the state of Chris Sale’s arm and appreciating one’s friends when they are on vacation, then preview the 2020 Boston Red Sox (4:40) with the Boston Globe’s Alex Speier, and the 2020 San Francisco Giants (38:40) with The Athletic’s Grant Brisbee.

Audio intro: David Bowie, “Under Pressure”
Audio interstitial 1: David Bowie, “Changes”
Audio interstitial 2: Dan Bern, “The Sun Shines on McCovey Cove”
Audio outro: David Bowie, “Heroes”

Link to order Homegrown: How the Red Sox Built a Champion from the Ground Up
Link to order The MVP Machine

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Time is the ultimate badass. No matter how great you are, no matter how amazing you are at planning, time always wins in the end. And so it is in baseball as in other things. Mike Trout is, in many ways, the reigning king of baseball, that rare player who enters every season as the nearly-undisputed best in the game. Trout is no longer the young phenom and will turn 30 in just under 18 months, the threshold past which your baseball youth is symbolically gone. Young talent debuts every year while Trout inches closer and closer to retirement, and the day will come when he’s no longer baseball’s clear best.

Just being the best player projected coming into the season is practically enough to ensure your baseball immortality. I went back to the start of the modern era (1901) and collected the top WAR projection for every season, instructing ZiPS to calculate a Marcel-like method for the seasons prior to 2003, when the ZiPS projections did not exist. This is a quick way to demonstrate Trout’s dominance compared to other elite players in baseball history:

There are a couple of oddities in there, mostly caused by the difficulty of projecting a player who missed seasons due to war service, but otherwise it’s a Who’s Who of the Hall’s inner circle. I’d wager that in 50 years, all but two of these players will be in the Hall of Fame, with Charlie Keller likely on the outside, and Snuffy Stirnweiss certainly so. (If I’m still around in 50 years to test this prediction, I also wager I’ll be a very shouty, curmudgeonly 91-year-old.)

In terms of the number of years at the top of the heap, Trout’s eight seasons already puts him in third place in modern baseball, behind only Babe Ruth and Barry Bonds. In terms of uninterrupted reigns, Trout’s eight consecutive seasons ties Bonds’ 1992-1999 stretch, meaning that if he has the top projection entering 2021, he’ll have earned his spot as the giocatore di tutti giocatori in baseball.

Read the rest of this entry »

With their eyes shifting from rebuilding to contending, the White Sox have been on a spending spree lately, not only signing a fistful of free agents this winter but also locking up some of their most talented young players via long-term extensions. They struck again on the latter front on Thursday; via The Athletic’s Ken Rosenthal, they’ve agreed to a five-year extension with Yoán Moncada, their most valuable position player in 2019.

Moncada, who signed with the Red Sox out of Cuba for a record $31.5 million back in February 2015, topped the FanGraphs Top 100 Prospects list in 2017, shortly after being traded from Boston to Chicago in the Chris Sale blockbuster. He put together uneven performances at the big league level in 2017 and ’18 but began living up to that top prospect billing by breaking out in a big way in ’19, his age-24 season. While he missed three weeks in August due to a right hamstring strain, he hit a sizzling .315/.367/.548 with 25 homers and 10 steals. He tied for sixth in the AL in wRC+ (141) and placing ninth in WAR (5.7).

There was much to like about Moncada’s breakout on both sides of the ball. Despite a more aggressive approach at the plate that saw his O-Swing% jumped from 23.3% to 32.7%, and his overall swing rate from 41.1% to 47.3%, he cut his strikeout rate from 33.4% (yielding a league-high 217 strikeouts) to 27.5%. Not only did he make more frequent contact, he hit the ball much harder; his average exit velocity jumped from 90.6 mph to 92.8, seventh among all qualifiers, and his xwOBA shot from .302 to .362. On the defensive side, he seamlessly handled the move from second base, where he was subpar in 2018 (-3.7 UZR, -11 DRS), to third base, where he was more or less average (4.3 UZR, -4 DRS). Read the rest of this entry »

It’s tough to imagine how the final few weeks of the 2019 regular season could have gone worse for the Chicago Cubs. Just two games back in the National League Central division on September 17, the team finished the year by losing 10 of its final 12 games, plunging not only out of the division race but out of the Wild Card hunt as well. It was a nightmarish run for the Cubs, but for one player on the team, that stretch represented the height of his season. Ian Happ, the young switch-hitting utility player, made 39 plate appearances in the final 14 games of the season and hit an astonishing .405/.436/1.000, crushing six homers and four doubles in that span. In the Cubs’ only two victories of that stretch, Happ went a combined 6-for-10 with three homers and two doubles.

It’s appropriate that it was Happ who enjoyed this success to close the season; it seemed like no one else on the team needed to finish the year on a high note as much as he did. He was the one who, just one year prior, had such a poor finish to the season that despite being one of the most exciting young players on his team, he went into the following spring training fighting for a job. Over the final two months of 2018, Happ hit just .192/.298/.333, with a wRC+ of just 72. Those two months tanked what had been a promising campaign, and had carryover effects well into the following year. In 56 spring training plate appearances in 2019, he ran on base and slugging percentages both south of .200.

This spring, it seems to be a different story, at least so far. Now carrying on his success, not struggles, from a previous season, Happ did this on Monday:

Kyle Hendricks CAN'T CONTAIN HIMSELF watching Ian Happ's solo shot.

( ?: @ESPN) pic.twitter.com/7QW5S14TR5

— Cubs Talk (@NBCSCubs) March 2, 2020

Read the rest of this entry »

Nick Lodolo went into last year’s draft rated as the top pitching prospect in a pool heavily populated by position players. Subsequently selected seventh overall by the Cincinnati Reds, the left-hander out of Texas Christian University now enters his first full professional season as a potential, if not probable, fast-mover. In big league camp despite a dearth of experience, Lodolo has impressed with both his arm and his demeanor. More on the latter in a moment.

Lodolo is ranked No. 92 on our 2020 Top 100 Prospects list, with pitchability perhaps his greatest attribute. He’s not your prototypical flamethrower — his heater sits 93-95 and touches 96 — but is rather a craftsman-in-the making. He’s also silky smooth. As Eric Longenhagen wrote in Lodolo’s scouting summary, the 6-foot-6, 195 pound southpaw’s “frame is ideal, his delivery elegant and repeatable.”

On Tuesday, I asked Lodolo for a self-scouting report. His response came as anything but a surprise.

“I’m obviously a guy who attacks the zone,” said Lodolo, who turned 22 last month. “I move my fastball in and out really well. I’ll pretty much throw anything for a strike, whenever in the count. I don’t think of myself as a power pitcher, although [power] is something I do kind of have. Luckily. I’ll use that to my advantage — for instance when I work up in the zone — but for the most the part, I take pride in my command, and in limiting free bases.”

He didn’t give up any freebies in his first taste of professional action. In 18 1/3 innings between Rookie-level Billings and Low-A Dayton, Lodolo didn’t issue a single walk. He fanned 30, and surrendered 18 hits. Read the rest of this entry »

With David Price shipped off to Los Angeles with Mookie Betts and Chris Sale’s spring beset by arm issues, the Red Sox rotation looks incredibly weak. With questionable internal alternatives, the Red Sox have added a potential solution from the free agent market in Collin McHugh, who will earn a base salary of $600,000 with incentives based on innings and active days on the roster that could push his earnings to a bit above $4 million.

Of course, McHugh was still on the market because he wasn’t cleared to throw until recently. He began last season in the rotation, but after four quality starts to begin the year, his performance went downhill in a hurry. Four ugly outings followed those four good ones and after two relief appearances, the latter a two-inning, four-strikeout performance, elbow soreness (but a clean MRI) meant time on the injured list. McHugh missed more than a month, then returned in a bullpen role at the end of June. He pitched well out of the pen, putting up a 3.65 FIP and 2.70 ERA through the end of August. Unfortunately, the elbow soreness returned; McHugh returned to the injured list and was eventually shut down for the season.

McHugh’s best years came as a reliable member of Houston’s rotation from 2014 to ’16. He made 90 starts and pitched at an above-average level, putting up an average of three wins per season. Elbow issues at the beginning of 2017 limited him to 12 starts at the end of the season before he was given a long relief role in the playoffs, where he made two appearances. He pitched the entire 2018 season in the bullpen before his up-and-down 2019 campaign. Read the rest of this entry »

A quote from Eric Longenhagen is a good way to lead an article on Nolan Jones. Our resident prospect guru wrote the following about Jones, who ranks No. 54 on our recently-released 2020 Top 100 Prospects list:

“Jones is a giant corner infielder with among the best eyes for the strike zone in the minors and some of the most impressive raw power, as well.”

Those platitudes are largely backed up by the numbers. Cleveland’s second-round pick in the 2016 draft stands an imposing 6-foot-4, 220 pounds, and his OBP as a professional is an impressive .409. Pairing those attributes with his preponderance of power, Jones projects to have — again per Longenhagen — “among the highest three true outcomes percentages in the big leagues.”

Jones has a solid understanding of his strengths, and a pretty good idea of what he needs to improve upon. And he’s already made some meaningful adjustments since being selected 55th overall out of Philadelphia’s Holy Ghost Prep. In an effort to make his bat path more efficient, Jones has tweaked both his stance and where he holds his hands. The kinetic chain being what it is, one feeds into the other. Read the rest of this entry »