Position: Analyst, Baseball Research

Description:
The Toronto Blue Jays are seeking a highly motivated and creative Baseball Research Analyst to conduct baseball research and contribute to ongoing departmental research. Additionally, the analyst will create tools that incorporate data into the decision making process, as well as learn how decisions are made in all areas of Baseball Operations and work to improve those processes.

Please note that this is a full-time position.

Responsibilities and Duties:

• Design, test, implement and maintain advanced baseball metrics and predictive models using statistical techniques in order to contribute to strategy and decisions across all departments within Baseball Operations.
• Conduct empirical research related to baseball strategy and player evaluation, with an understanding of how findings would apply to better decision making and increased operational effectiveness.
• Collaborate with the front office, coaches and scouts to develop best practices for analyzing and displaying baseball data, including the creation of reports, charts, graphics, and other tools to deliver information to end users. Results of this work should help those within the organization better understand, consider and apply the use of information and data to their decisions and operation on a daily basis.
• Collaborate with members of the Research and Development Department to provide constructive feedback on their projects.
• Complete ad-hoc database queries and analysis as dictated by circumstances.
• Recommend new data sources for purchase and/or new techniques to gather proprietary data.
• Work to integrate new information into existing Baseball Operations processes and infrastructure.

Experiences and Job Requirements:

• Passion for baseball and excellent reasoning, problem-solving, creative thinking, and communication skills.
• Demonstrated ability to successfully design and execute rigorous quantitative research projects.
• Published quantitative research about baseball (either online or print), related experience with sports teams or facilities, and/or open source code to review is a plus.
• Strong understanding of current baseball research.
• Proficiency with R, Python or other similar mathematical language is required.
• Proficiency with SQL and relational databases is required.
• Understanding of Python, Perl, Ruby or other similar scripting language is a plus but not required.
• Demonstrated experience with machine learning methods, including clustering, random forests, boosting, and neural networks is a plus but not required.
• Experience with web design is a plus but not required.
• Strong interpersonal skills to communicate effectively with a wide range of individuals including members of the front office, scouts, and field staff.
• Ability to read, speak and comprehend English effectively.
• Ability to work evening, weekend and holiday hours.

To Apply:
Please email a copy of your resume to baseballresumes@bluejays.com and answer these 3 prompts in the body of the email. Please limit your answers to no more than one paragraph per question.

• Describe in detail a time when you used your analytical and research skills to answer a research question, ideally about baseball.
• What experience of yours do you feel has best prepared you for this opportunity?
• In addition to FanGraphs, what baseball websites do you read and why?

Toronto flirted with contention in the early stages of the season, staying on the edges of the AL East race through the end of April. But then April showers brought May flowers — lilies — to the pitching staff and while the Jays never lost at the amusing rate of the Orioles, the patient was already in rigor mortis by midseason.

The Setup

The Blue Jays had high expectations going into the 2017 season. Not even expectations I can make fun of, given that the ZiPS projection system had them at 87 wins going into the regular season. Even with the benefit of hindsight, it still doesn’t seem like thinking the Jays had a good shot at the playoffs in 2017 was all that ludicrous a proposition.

Read the rest of this entry »

Pitchers learn and develop different pitches, and they do so at varying stages of their lives. It might be a curveball in high school, a cutter in college, or a changeup in A-ball. Sometimes the addition or refinement is a natural progression — graduating from Pitching 101 to advanced course work — and often it’s a matter of necessity. In order to get hitters out as the quality of competition improves, a pitcher needs to optimize his repertoire.

In this installment of the series, we’ll hear from three pitchers — David Cone, J.A. Happ, and Jake Petricka — on how they learned and developed their sliders.

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David Cone, Former Cy Young Winner and Five-Time All Star

“I grew up gripping the baseball the same way. Right along the seams, on top of the baseball, was a two-seam fastball. I threw my slider the same way. All I would do was bring both fingers inside the seams a little bit, just to get some friction. I basically threw a two-seam slider my whole career. I’ve seen a few other pitchers who do it that way. Not many.

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On Tuesday, Astros reliever Roberto Osuna agreed to a deal to bring to a close the legal proceedings pending in Ontario for charges filed against Osuna for assault stemming from a domestic-violence incident that occurred earlier this year.

Per ESPN:

A domestic assault charge against Houston Astros closer Roberto Osuna in Toronto was withdrawn on Tuesday.

In exchange, Osuna agreed to a peace bond, which requires him to not contact the woman he is alleged to have assaulted and to continue counseling. He must comply with the conditions of the bond for one year or face criminal charges, which would carry a maximum sentence of up to four years’ imprisonment.

The bond was worth $500. At least according to one Associated Press report, the impetus behind the deal was that the complainant, Alejandra Román Cota, was unwilling to return to Canada to testify against Osuna.

Read the rest of this entry »

Pitchers learn and develop different pitches, and they do so at varying stages of their lives. It might be a curveball in high school, a cutter in college, or a changeup in A-ball. Sometimes the addition or refinement is a natural progression — graduating from Pitching 101 to advanced course work — and often it’s a matter of necessity. In order to get hitters out as the quality of competition improves, a pitcher needs to optimize his repertoire.

In this installment of the series, we’ll hear from three pitchers — Ryan Borucki, and Jacob deGrom, and Yefry Ramirez — on how they learned and developed their changeups.

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Ryan Borucki, Blue Jays

“When I was 12, I hurt my arm. I had ‘Little League elbow’ from throwing too many curveballs at a young age. Because my elbow didn’t feel so good, my dad canned my curveball. He was like, ‘Alright. You’re just going to throw a fastball and a changeup.’

Read the rest of this entry »

In all likelihood, Tyler Clippard’s numbers are better than you realize. In 696 career appearances encompassing 752 innings, the 33-year-old Toronto Blue Jays right-hander has a 3.17 ERA. Moreover, he’s allowed just 6.5 hits per nine innings, and his strikeout rate is a healthy 10.0. Add in durability — 72 outings annually since 2010 — and Clippard has quietly been one of baseball’s better relievers.

He also has 68 saves on his resume, and the fact that nearly half of them came in 2012 helps add to his under-the-radar status. It also helps explain the size of his bank account.

“My biggest jump in salary was the year I had 32 saves, and that was essentially the only reason,” explained Clippard, who was with the Washington Nationals at the time. “My overall body of work was pretty good, but numbers-wise it wasn’t one of my better seasons. I had a bad stretch where I had something like a 10.00 ERA, so I ended the year with a (3.72 ERA). But because I got all those saves, I received the big salary jump in salary arbitration.”

Circumstances proceeded to derail the righty’s earning power. The Nationals signed free-agent closer Rafael Soriano to a two-year, $22M contract, relegating Clippard to a set-up role. While Soriano was saving games, Clippard was being paid less than half that amount while logging a 2.29 ERA and allowing 84 hits in 141 innings. Read the rest of this entry »

Yes, this is yet another piece addressing the problem of service-time manipulation, an issue which has been discussed at some length both in these pages and others. In 2018, Ronald Acuna, Peter Alonso, Vladimir Guerrero Jr., Eloy Jimenez, Gleyber Torres, and even Byron Buxton have all spent extra time in the minor leagues this year, in whole or part to gain their teams an extra year of contractual control.

The MLBPA has weighed in against the practice, but with grievances — like the one filed by Kris Bryant in his rookie year — essentially having stalled out, there doesn’t seem to be a resolution on the horizon. Because minor leaguers (that is, players not on a major-league 40-man roster) aren’t members of the union, the issue of service-time manipulation hasn’t necessarily represented a priority.

Here’s the Blue Jays’ 40-man roster. Vladimir Guerrero Jr. isn’t on it. He almost certainly will be next year. As of right now, though, he isn’t — which means he also isn’t a member of the Major League Baseball Players’ Association. Somewhat surprisingly, there’s a way that might actually represent an advantage for him. Specifically, it might give him the opening he needs to challenge the practice of service-time manipulation in court… and win.*

*For our purposes, let’s assume that Toronto is subject to American law. As you’ll see, the argument below can be applied really to any minor leaguer. We’re just using Vlad as an example.

Few teams admit to manipulating service time. It is not surprising, therefore, to find that the Blue Jays have also been reluctant to invoke service time when justifying the absence of Vlad Jr. from the major-league roster. Here is how Blue Jays president Mark Shapiro explained it back in July on SiriusXM Fantasy Sports Radio:

We want to make sure from the teenage perspective, leadership perspective, defensive perspective, routines, nutrition, all the little things, that we have this guy with as good a foundation as possible.

Most of the traits invoked here are sufficiently dependent on the opinion of baseball professionals that the prospect of performing any kind of analysis on it, from the outside, is basically impossible. Leadership and routine: both are surely required, in some volume, to flourish in the majors. The people most well positioned to evaluate those qualities are all probably employed by the Blue Jays, however. To that degree, all one can do is take Shapiro at his word, even if those words seem quite convenient for Toronto’s bottom line.

Shapiro mentions another “perspective,” however, that is less frequently invoked by front-office personnel and which also seems more suited to some kind of objective assessment — namely, nutrition. Nor is this the only occasion on which it has been cited by Toronto as one of the reasons for leaving Vlad Jr.’s potent bat in the minors. So let’s consider nutrition for a moment.

Read the rest of this entry »

John Gibbons is in his second go-round as the manager of the Toronto Blue Jays. The 56-year-old former catcher skippered the A.L. East team from 2004 to -08, and he’s been back at the helm since the beginning of the 2013 season. There have been a pair of postseason berths along the way — in 2015 and 2016 — and he heads into the waning days of the current campaign with a managerial record, exclusively with Toronto, of 789 wins and 782 losses.

It’s no secret that this will be his last year on the job. While nothing has been made official, the Blue Jays are expected to replace Gibbons once the season concludes. He won’t be fading into the sunset, though — at least not right away. Gibbons hopes to stay in the game, in one capacity or another, for the foreseeable future. As for his pair of tenures in Toronto, and the roads he traveled to get there… it’s safe to say that he’s enjoyed the ride.

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John Gibbons: “In 1990, I was in Triple-A with the Phillies and kind of at the end of my rope as a player. Being a catcher with a little big-league experience, you can always find a job, but I wasn’t sure that’s what I wanted. My original organization, the New York Mets, called. They wanted to know if I was interested in being their roving catching instructor. I debated whether I wanted to keep playing a little longer or get into coaching. I decided to go into coaching.

“After I roved for a couple of years, the Mets gave me a managing opportunity in Kingsport, Tennessee, in the Appalachian League. That was actually the first league I’d played in, back in the day. Things just kind of took off from there.

“I ended up with the Toronto Blue Jays when J.P. Ricciardi was hired as the general manager. I was originally in the bullpen, but then they made a couple of changes and I was the first-base coach. A few years later they made more changes, and I was the manager. So it’s been a long, crazy career. It wasn’t a very good one as a player, and from there it’s been what it’s been.

Read the rest of this entry »

Pitchers learn and develop different pitches, and they do so at varying stages of their lives. It might be a curveball in high school, a cutter in college, or a changeup in A-ball. Sometimes the addition or refinement is a natural progression — graduating from Pitching 101 to advanced course work — and often it’s a matter of necessity. In order to get hitters out as the quality of competition improves, a pitcher needs to optimize his repertoire.

In this installment of the series, we’ll hear from three pitchers — Jerry Blevins, Taylor Guerrieri, and Lance McCullers Jr. — on how they learned and/or developed their curveballs.

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Jerry Blevins, Mets

“The story starts as a kid. You start learning about curveballs, and the reason mine is big and slow is because I wanted to visualize it. A lot of those smaller breaking balls you don’t really see from the perspective of a pitcher. I wanted to see the big break. That’s why mine is how it is.

“Did anyone ever try to change that? All the time. Every step of the way, coming through the minor leagues. Even in high school and little league. They were always telling me, ‘Look, you need something tighter.’ I always fought against that, and I think it’s done me well.

Read the rest of this entry »

Trevor Story has always been a good hitter. He’s never been as good of a hitter as he is now. In his third big-league season, the 25-year-old Colorado Rockies basher is slashing .291/.346/.555 with 40 doubles, five triples, and 33 home runs. In short, he’s been a beast.

According to Story, he hasn’t changed all that much mechanically since the Rockies took him 45th overall in the 2011 draft out of an Irving, Texas high school. But he has changed a little.

“I think you’d see something very similar (if you compared then to now), but there are some differences,” Story told me earlier this summer. “I had more of a leg kick when I was younger, and I was kind of bouncing my hands instead of resting them on my shoulder. Outside of that, my movements are basically the same.”

Story felt that having a higher kick resulted in him getting beat by fastballs from pitchers with plus velocity, and as he “didn’t really need a leg kick to hit the ball far,” he changed to what he considers “more of a lift than a kick now; it’s almost more of a hover.”

Leg kicks — ditto lifts and hovers — are timing mechanisms, and as not all pitchers are the same, nor is Story always the same. The differences are subtle, but they’re definitely there. Read the rest of this entry »