Job Posting: Colorado Rockies Analyst Roles

Please note, this posting contains to positions.

Position Title: Analyst

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

Position Summary:
The Colorado Rockies Organization is seeking an individual with a passion for baseball and data analysis to join their growing Baseball Research & Development team. This person will focus on performing data analysis to support decision making in all facets of baseball, including player evaluation, roster construction, player development, advance scouting, and in-game strategy.

Essential Duties & Responsibilities:

  • Develop statistical models and perform general quantitative analysis to support all areas of baseball operations and organizational decision making.
  • Design and build informative data visualizations for use in automated reports or ad hoc projects.
  • Effectively present completed projects and communicate new insights to decision makers and other staff.
  • Maintain a knowledge of the latest data analysis techniques and data sources to aid in the continual development of the department.
  • This job description is not intended to be a comprehensive list of duties and responsibilities required by the employee.
  • The responsibilities required by the employee may change over time and without notice.

Job Qualifications:
Education and Work Experience

  • Advanced degree or equivalent experience in statistics, data science, computer science, machine learning or a related field.
  • Experience with analyzing datasets and training statistical models using R or Python.
  • Experience working with SQL-like databases, such as MySQL, SQL Server or PostgreSQL.
  • Experience collaborating on code with the use of source control, such as Git.

Relevant Skills

  • Familiarity with the rules of baseball and an understanding of sabermetrics strongly desirable.
  • Passion for baseball and familiarity with current baseball research.
  • Ability to communicate effectively, both in writing and orally.
  • Strong intellectual curiosity.
  • Ability to develop and maintain successful working relationships.

Working Conditions/Work Schedule:

  • Ability to work a flexible schedule with long hours, including weekend, evenings, and holidays.
  • Some travel will be required.
  • Consistent, punctual and regular attendance.

Application Process:
Qualified candidates should submit their resume and letter of interest no later than October, 18, 2021. Candidates can apply using this link, or by sending their materials to baseballjobs@rockies.com.

Position Title: Baseball Operations Analyst

Department: Baseball Operations

Position Summary:
The Colorado Rockies Organization is seeking a full-time Baseball Operations Analyst within the Baseball Operations Department. This individual will join the Baseball Operations team and will support Operations and Analysis initiatives within the department. Within Operations, they will assist in salary arbitration, administration of rosters, understand and apply industry rules and regulations, administrative duties, and ad-hoc projects. Within Analysis, they will assist in research pertaining to contract markets, baseball economics, statistical analysis, on-field strategy, and ad-hoc. In addition, they will interact with Major League Staff, Players, and Front Office to implement and operationalize organizational initiatives. The position requires a strong work ethic, attention to detail, willingness to learn, ability to communicate technical concepts to non-technical stakeholders, creatively problem solve, work within cross-functional teams, and have a passion for baseball.

Duties & Responsibilities:
Operations

  • Assist in daily administrative duties of Baseball Operations department.
  • Utilize MLB and proprietary Rockies’ software systems to assist in roster management and report building.
  • Support salary arbitration process.
  • Interpret and apply Major League Baseball rules and regulations.
  • Complete ad-hoc projects and implement initiatives as directed by Front Office and Major League staff.
  • Improve department efficiency and effectiveness of operational processes.

Analysis

  • Work autonomously or within a team to support contract markets, baseball economics, analysis, on-field strategy, and ad-hoc research projects.
  • Partner with Research and Development team to develop robust analytics and actionable insights to enable key business decisions.
  • Conduct, distill, and present research projects.

Job Requirements
Education and Work Experience

  • Bachelor’s degree or equivalent (preferably in an analytical field or related experience)

Relevant Skills

  • Proficiency with Excel and PowerPoint and willingness to learn new products. Experience with SQL is a plus.
  • Ability to solve complex problems and develop creative solutions with high attention to detail.
  • Comfortable working with large data sets to develop actionable insights.
  • Ability to work under deadlines with competing priorities in a fast-paced and sometimes ambiguous environment.
  • Experience operating within cross-functional teams and ability to influence without authority.
  • Excellent written and verbal communication skills.
  • Passion for baseball.

Work Environment

  • Ability to work a flexible schedule including long hours, weekends, evenings, and holidays.
  • Some travel may be required.
  • Consistent, punctual and regular attendance.

Application Process
Qualified candidates should submit their resume and letter of interest no later than October, 18, 2021. Candidates can apply using this link, or by sending their materials to baseballjobs@rockies.com.

The content in this posting was created and provided solely by the Colorado Rockies.


Job Posting: Detroit Tigers Director of Baseball Data Infrastructure

Position: Director, Baseball Data Infrastructure

Summary:
The Detroit Tigers are currently seeking a Director, Baseball Data Infrastructure. This role will be responsible for leading all internal data and infrastructure initiatives within Baseball Operations. This position will report to the Vice President and Assistant General Manager, Baseball Operations. Read the rest of this entry »


Job Posting: Detroit Tigers Full-Stack Software Engineer

Position: Full-Stack Software Engineer

Summary:
The Detroit Tigers are currently seeking a Full Stack Software Engineer. This role will be responsible for development and maintenance of software projects within Baseball Operations. This position will report to the Director of Baseball Systems.

Key Responsibilities:

  • Perform development and maintenance on internal software products.
  • Utilize modern software techniques and best practices in all parts of the software lifecycle.
  • Support the integration of baseball analysis into the Tigers’ proprietary tools and applications.
  • Assist with the design and development of new software products.
  • Other projects or responsibilities as directed by Baseball Operations leadership.

Minimum Knowledge, Skills and Abilities:

  • BS degree in Computer Science, similar technical field of study, or equivalent experience.
  • 3+ years of experience developing web applications in a production environment.
  • Demonstrated knowledge of modern web development including at least one popular single-page web application framework.
  • Experience working with large-scale relational databases using SQL.
  • Ability to work in all phases of the product lifecycle, including requirements-gathering, design, testing, and implementation.
  • Ability to learn new technologies and techniques as necessary.
  • Familiarity with the sport of baseball, baseball-specific data, modern statistical techniques, and sabermetric analysis.

Preferred Knowledge, Skills and Abilities

  • Experience in the sports industry or with sports data
  • Experience working on cloud-based software systems
  • Understanding of User Experience principles and practices
  • Experience with JavaScript visualization tools such as D3 or Plotly
  • Preference for the declarative programming paradigm

To Apply:
To apply, please use this link.

The content in this posting was created and provided solely by the Detroit Tigers.


Job Posting: Detroit Tigers Baseball Operations Analyst Roles

Please note, this posting contains two postings.

Position: Analyst, Baseball Operations

Summary:
The Detroit Tigers are currently seeking a full-time Analyst in the Baseball Operations Department. This role will be responsible for performing analyses and conducting research within Baseball Operations. This position will report to the Director, Baseball Analytics. Read the rest of this entry »


Job Posting: Detroit Tigers Performance Science Roles

Please note, this posting contains two positions.

Position: Biomechanist, Performance Science

Summary:
The Detroit Tigers are currently seeking a full-time Biomechanist in the Performance Science Department. This role will assist with the delivery of performance science solutions within Baseball Operations. The biomechanist will be responsible for translating biomechanical data into applied, actionable outcomes to be used by staffs to optimize performance. This role will work closely Baseball Analytics, Player Development, Strength and Conditioning, and Sports Medicine. Read the rest of this entry »


The ZiPS Postseason Game-by-Game Projections Are Live!

If you are particularly sharp-eyed, you may have noticed the soft launch of the ZiPS postseason game-by-game projections on Monday afternoon.

These projections, along with the stretch run projections, differ from the in-season projections in a few important ways. Where projections are generally geared more towards the macro picture, when we get to this point of a season and have an idea of who is pitching and who is not, we can shift to more micro-level projections that reflect the very different ways players are used during the playoffs. The ZiPS game matchup tool has a built-in lineup estimator that projects every pitcher and batter’s line against every other pitcher and batter, so there is no need to look at a team’s generalized offensive strength. We also use what I call “full-fat ZiPS” rather than the simpler in-season model; the latter is necessary given the realities of having daily updates, but isn’t here. For some players and teams, this makes a difference. For instance, with all of the Statcast and similar data being utilized, ZiPS likes the Giants more than it would using the in-season version. Read the rest of this entry »


FanGraphs Live: Prospect Film Session, Monday 5:30 PM ET

Join me and Kevin Goldstein today at 2:30 PM PT/5:30 PM ET for our latest Prospect Film Session in which we screen, discuss, and analyze my recently-shot prospect video live on the FanGraphs Twitch channel. This episode, we’ll be analyzing footage from the first two weeks of Instructional League ball in Arizona.

We’ll check in on a number of very famous prospects and also study some guys who viewers will be wholly unfamiliar with, emerging from the obscurity of the desert backfields. The show can be found live on the FanGraphs homepage as well as on Twitch. Fill your baseball-less void with prospect discussion before the playoffs begin in this quiet, lo-fi stream with a focus on largely unedited footage like this. Read the rest of this entry »


Job Posting: Dodgers Baseball Operations Junior Analyst

Position: Junior Analyst, Baseball Operations

Summary:
The Baseball Operations team of the Los Angeles Dodgers is responsible for supporting the Major League Coaching Staff and Baseball Operations leadership group with data and information needed for strategic decision making. As a Junior Analyst, you will work with other members of the Baseball Operations team to build reports and visualizations to communicate insights clearly and concisely to stakeholders. This position offers the opportunity to push the boundaries of conventional thinking, grow analytically by solving challenging problems, and collaborate with some of the best baseball minds in the sport. As a member of the Baseball Operations team, you will see your work impact the Major League team on a nightly basis.

Job Functions:

  • Develop and deliver reports to the Major League Coaching Staff and Baseball Operations leadership group in a timely manner
  • Build new tools and improve existing ones, to optimize workflows and quality of information
  • Perform ad-hoc research as requested, summarizing key findings
  • Utilize statistical tools and metrics to analyze the Dodgers and upcoming opponents
  • Perform other related duties as assigned

Basic Requirements/Qualifications:

  • High school diploma, GED or equivalent
  • Experience using R to wrangle and visualize data
  • Familiarity with SQL and Git
  • Knowledge of sabermetric research and principles
  • Ability to work a varied schedule including evenings, weekends, and holidays
  • Bachelor’s degree in a STEM field preferred
  • Passion for a field outside of analytics that could be applicable to baseball (web or app development, design, or physics, to name a few) preferred

To Apply:
To apply, please use this link.

The content in this posting was created and provided solely by the Los Angeles Dodgers.


ZiPS Stretch Run Update: One Last Normal Day (Sunday Update)

Quick Sunday update. The Yankees lost on Saturday, furthering the potential for chaos, and the four-way tie is an increased possibility, at 6.5%. The chances of bonus baseball overall now stand at 57.6%. Good news for us and good news for the Rays, who will play one of these four teams later this week. It’s not something that’s captured in projections, but it’s interesting that if the Rays go full B-team, it reduces the chances of a tie, and as a result, a slight reprieve for the team they eventually play. Jameson Taillon is back in as the starter and Joan Adon looks to be Washington’s starter, which is to Boston’s benefit according to the projections.

The NL West remains unresolved, but simple: if the Dodgers win and the Giants lose, they play a tiebreak game. ZiPS has a 19.8% chance of a tiebreaker game, with the overall division as San Franciso 90.0%, Los Angeles 10.0%. Freddy Peralta is being held back for the playoffs with Brett Anderson going today. It makes sense too; it’s in Milwaukee’s interest to leave one of these teams more susceptible to getting knocked out of the playoffs by the Cardinals later this week.

ZiPS Playoff Drive Projections – AL Wild Card
Day Home Team Starter Road Team Road Starter Home Team Wins Road Team Wins
10/3 Blue Jays Hyun Jin Ryu Orioles Bruce Zimmermann 65.7% 34.3%
10/3 Nationals Joan Adon Red Sox Chris Sale 40.1% 59.9%
10/3 Yankees Jameson Taillon Rays Michael Wacha 48.2% 51.8%
10/3 Mariners Tyler Anderson Angels Reid Detmers 47.7% 52.3%

ZiPS Playoff Drive Projections – AL Wild Card Standings
Team Wild Card 1 Wild Card 2 Playoffs
Boston 52.4% 32.4% 84.8%
New York 40.9% 38.0% 78.8%
Toronto 3.8% 17.7% 21.5%
Seattle 3.0% 11.8% 14.8%

ZiPS Playoff Drive Projections – Changes in Playoff Projections
Scenario BOS NYA TOR SEA
Boston Beats Washington on Sunday 15.2% -2.8% -7.2% -5.2%
Baltimore Beats Toronto on Sunday 7.1% 10.6% -21.5% 3.8%
Los Angeles Beats Seattle on Sunday 5.0% 6.3% 3.5% -14.8%
Tampa Bay Beats New York on Sunday 2.7% -20.0% 10.3% 7.0%
New York Beats Tampa Bay on Sunday -2.9% 21.1% -11.1% -7.1%
Toronto Beats Baltimore on Sunday -4.0% -5.1% 11.2% -2.1%
Seattle Beats Los Angeles on Sunday -5.2% -7.0% -3.8% 16.0%
Washington Beats Boston on Sunday -23.7% 4.2% 11.5% 8.0%

ZiPS Playoff Drive Projections – Changes in Playoff Projections
Game Leverage
New York vs. Tampa Bay on Sunday 0.41
Washington vs. Boston on Sunday 0.39
Toronto vs. Baltimore on Sunday 0.33
Seattle vs. Los Angeles on Sunday 0.31

ZiPS Playoff Drive Projections – NL West
Day Home Team Starter Road Team Road Starter Home Team Wins Road Team Wins
10/3 Dodgers Walker Buehler Brewers Brett Anderson 60.0% 40.0%
10/3 Giants Logan Webb Padres Reiss Knehr 66.7% 33.3%
10/4 Giants Alex Wood Dodgers Max Scherzer 53.3% 46.7%

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Below you’ll find today’s ZiPS stretch run update. For details on just what’s going on here, please refer to my original article describing all these mathnanigans.

American League Wild Card

The Yankees and their bats were largely quiet against the Rays on Friday, but they still basically control their own destiny as the team in the first Wild Card spot, albeit the one with by far the toughest opposition. The Blue Jays fended off a late-inning Baltimore rally and held on to the win, but the Red Sox winning was just as damaging to Toronto’s playoff hopes as the Jays’ win was helpful. Toronto’s still one-in-five to make the postseason, but needs some help now; since the Blue Jays are already assumed to be strongly favored to beat the Orioles, they get an even larger boost from a Nationals win. Read the rest of this entry »


ZiPS Stretch Run Update: Yankees Closing the Deal

Below you’ll find today’s ZiPS stretch run update. For details on just what’s going on here, please refer to my original article describing all these mathnanigans.

American League Wild Card

The Yankees have now reached the point where a win nearly clinches a playoff spot, though it doesn’t make one a mathematical certainty. With one more win, the Mariners and the Red Sox would both have to sweep their weekend series and the Yankees would have to lose out in the tiebreaker in order for New York to miss the playoffs. Similar to our probables grid, I’ve tentatively put in a short outing for Luis Severino on Sunday. The Yankees have been mum about their starter plans for that game, and as the team most likely to cement the top Wild Card spot before Sunday, they could also go total slop time so that they have as much strength as possible before next Tuesday’s play-in. Read the rest of this entry »