Please note, this posting contains multiple positions.

Position: Performance Science Associate (Seasonal)

Department: Baseball Operations
Location: Detroit, Michigan

Job Description:
The baseball performance associate will assist with the delivery of performance science solutions within Baseball Operations. This role will work closely Baseball Analytics, Player Development, Strength and Conditioning, and Coaching staffs in order to optimize performance.

Key Responsibilities:

• Assist with implementation and maintenance of existing performance science initiatives across the organization, including data collection, analysis and reporting.
• Assist with the design, development, testing and support of new performance science initiatives.
• Work closely with the Director, Performance Science to develop and disseminate information from performance science initiatives.
• Effectively collaborate and communicate with player development, coaching, sports medicine, strength and conditioning and front office staff.
• Assist with data management, organization and integration into the organization’s athlete management system.
• Review research and technology updates relevant to baseball performance.
• Perform exploratory performance science research projects and analysis as directed.
• Assist with the maintenance, calibration and upkeep of performance science related equipment.
• Other duties as directed by Director, Performance Science

Minimum Knowledge, Skills, and Abilities:

• Bachelor’s degree in exercise science, exercise physiology, sports science, kinesiology, biomechanics or similar field.
• Experience with the following technologies preferred: Force plates, accelerometers, motion capture, high speed video, GPS tracking.
• Experience using an athlete management system.
• The ideal candidate must have excellent computer skills. Coding or data visualization skills a plus.
• The ideal candidate must have excellent communication skills. Candidate must be able to convey complex sports science findings to relevant staffs.
• The ideal candidate must have excellent attention to detail.
• The ideal candidate must have excellent organizational skills.
• Previous experience working with professional athletes and coaches preferred.
• The ideal candidate must be willing to work longs hours, including days, nights, weekends and holidays.
• The candidate must be available full-time.
• Willing and able to relocate to the Lakeland, FL area or Detroit metro area.

To Apply:
To apply, please complete the application that can be found here.

Software Developer Associate (Seasonal)

Department: Baseball Operations
Location: Detroit, Michigan

Key Responsibilities:

• Perform general development and maintenance tasks for the upkeep of internally developed software products.
• Use modern software techniques and best practices in all parts of the software life cycle.
• Troubleshoot issues with existing Baseball Operations systems.
• Assist with development of new tools for improving data collection and processing.
• Complete ad-hoc database queries and analysis as directed.
• Provide support for important events such as the Rule 4 Draft, the trade deadline, contract negotiations and salary arbitration.
• Support Baseball Operations, Scouting and Player Development with ad hoc requests.
• Other duties as assigned by members of the Baseball Operations Department.

Minimum Knowledge, Skills, and Abilities:

• The ideal candidate must be at least a college senior or recent graduate (within 6 months).
• Educational background in Computer Science or similar technical field of study.
• Familiarity with C# and/or Java in a web application context. Knowledge of Angular or similar front-end frameworks is a plus.
• Familiarity with SQL, database design principles, and relational data concepts.
• Experience with software development including requirements gathering, development, and testing is a plus.
• The ideal candidate must have excellent verbal and written communication skills.
• The ideal candidate must have excellent organizational skills.
• Highly motivated with excellent attention to detail.
• The ideal candidate must be available full-time.
• The ideal candidate must be available to work evenings, weekends, and holidays as dictated by the baseball calendar.
• Willing and able to relocate to the Detroit metro area.

To Apply:
To apply, please complete the application that can be found here.

Position: Baseball Analytics Associate (Seasonal)

Department: Baseball Operations
Location: Detroit, Michigan

Key Responsibilities:

• Assist with importing, cleaning, and preparing of baseball datasets.
• Assist with the design, development, testing and support of proprietary data collection and decision-support systems.
• Design ad hoc SQL queries.
• Assist with statistical modeling of baseball data.
• Execute exploratory research and analysis as directed.
• Review public research on a regular basis.
• Provide support for important events such as the Rule 4 Draft, the trade deadline, contract negotiations and salary arbitration.
• Support Baseball Operations, Scouting and Player Development with ad hoc requests.
• Other duties as assigned by members of the Baseball Operations Department.

Minimum Knowledge, Skills, and Abilities:

• The ideal candidate must be at least a college senior or recent graduate (within 6 months).
• Demonstrated familiarity with SQL querying and database design principles.
• Demonstrated knowledge of baseball-specific data, modern statistical techniques and sabermetric analysis.
• Familiarity with R/Python and/or other software applications/languages used for statistical calculations and graphical representations.
• Experience with software development, including requirements definition, design, development, testing, and implementation, a plus.
• Experience with ETL processes that integrate multiple data sources, a plus.
• The ideal candidate must have excellent verbal and written communication skills.
• The ideal candidate must have excellent organizational skills.
• Highly motivated with excellent attention to detail.
• The ideal candidate must be available full-time.
• The ideal candidate must be available to work evenings, weekends, and holidays as dictated by the baseball calendar.
• Willing and able to relocate to the Detroit metro area.

To Apply:
To apply, please complete the application that can be found here.

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

Please note, this posting contains multiple positions.

Position: Data Quality Engineer

Location: St. Louis

Summary of the background and skill set best suited to excel in this role:
The role of Data Quality Engineer will be to ensure data management (ETL) processes for the Cardinals’ testing and quality standards are met across existing and new data sources being ingested by the organization. This person will work closely with other members of the Baseball Development department to understand their data needs and incorporate them into the data management (ETL) processes. This role requires a detail-oriented mindset, analytical ability, an ability to work independently, and an interest in the game of baseball.

Minimum Qualifications:

• Bachelor’s degree in Computer Science or related technical field from an accredited college or university or equivalent work experience
• Candidates in school expecting to graduate Winter 2019 or Spring 2020 with work towards such degrees will also be considered
• Experience with end-to-end data testing and/or data analysis as well as knowledge of best practices and methodologies for data QA
• Demonstrated proficiency with SQL for creating/modifying queries
• Experience with JSON, CSV, XML and other data exchange formats
• Excellent organizational, interpersonal, verbal, and written communication skills
• Ability to work well in a fast-paced environment under deadlines in a changing environment
• Proven problem-solving skills and analytical ability

Preferred Qualifications:

• 1+ years of experience with software and/or data quality assurance
• Experience with Cloud data pipeline tooling and principles

To Apply:
To apply, please complete the application that can be found here.

Position: Data Engineer

Location: St. Louis

Summary of the background and skill set best suited to excel in this role:
The role of Data Engineer will be focused on supporting the data pipeline infrastructure that supplies the Baseball Development department with the data needed to make actionable insights in day-to-day operations. The person in this role will be responsible for maintaining the current data infrastructure and develop new innovative methods to deliver data to drive actionable business outcomes. This person should be detail oriented, analytically inclined, and have an interest in the game of baseball.

Minimum Qualifications:

• Bachelor’s degree in Computer Science, Mathematics or related technical field, or equivalent practical experience
• Candidates in school expecting to graduate Winter 2019 or Spring 2020 with work towards such degrees will also be considered
• Experience with data processing software (such as Hadoop, Spark, Pig, Hive, Beam) and/or algorithms (MapReduce, Flume)
• Experience in writing software in one or more languages such as Python, Go, Java, C++ and/or JavaScript
• Demonstrated proficiency with SQL for creating/modifying queries
• Experience with JSON, CSV, XML and other data exchange formats
• Experience working with API endpoints (REST, oAuth2, CRUD, SOAP)

Preferred Qualifications:

• Experience working with data warehouses, including architecture and design of infrastructure components, ETL/ELT processes, reporting/analytic tools and environments
• Experience working with big data, information retrieval, data mining or machine learning
• Experience with Cloud data pipeline tooling and principles

To Apply:
To apply, please complete the application that can be found here.

Position: Analytics Engineer

Location: St. Louis

Summary of the background and skill set best suited to excel in this role:
The role of Analytics Engineer will be focused on supporting the analytics pipeline that supplies the Baseball Development department with the data tools and processes needed to make actionable insights in day-to-day operations. The person in this role will be responsible for facilitating the analytics team members with the necessary components in their data modeling processes. This person should be detail orientated, analytically inclined, and have an interest in the game of baseball.

Minimum Qualifications:

• Bachelor’s degree in Computer Science, Mathematics or related technical field, or equivalent practical experience
• Candidates in school expecting to graduate Winter 2019 or Spring 2020 with work towards such degrees will also be considered
• Experience working with big data, information retrieval, data mining or machine learning
• Experience working in Python and/or R
• Experience working in SQL and/or NoSQL

Preferred Qualifications:

• Experience with data processing software (such as Hadoop, Spark, Pig, Hive, Beam) and/or algorithms (MapReduce, Flume)
• Experience in one or more modern machine learning languages, such as TensorFlow, Caffe/Caffe2, PyTorch, Keras, MXNet, Scikit-Learn
• Experience with Cloud data pipeline tooling and principles

To Apply:
To apply, please complete the application that can be found here.

Position: Senior Data Scientist

Location: St. Louis

Summary of the background and skill set best suited to excel in this role:
The role of Senior Data Scientist is to conduct quantitative research aimed at developing/enhancing predictive, machine learning, and other quantitative models to help the Cardinals organization gain insights as well as make actionable decisions related to all aspects of baseball operations.

Minimum Qualifications:

• BS, MS, or PhD in an appropriate technology field (Computer Science, Statistics, Applied Math, Operations Research, etc.)
• 3-5+ years of experience with data science
• Expertise in R or Python
• Expertise in SQL
• Solid communication skills with demonstrated ability to explain complex technical issues to both technical and non-technical audiences
• Passion for baseball and strong intellectual curiosity

Preferred Qualifications:

• Proficient in a modern machine learning framework such as TensorFlow, Caffe/Caffe2, PyTorch, Keras, MXNet, Scikit-Learn
• Published research demonstrating clearly defined methodologies and use of technical abilities

To Apply:
To apply, please complete the application that can be found here.

Position: Application Developer

Location: St. Louis

Summary of the background and skill set best suited to excel in this role:
The role of Application Developer is to design, implement and maintain analytics and technical systems (Frontend & Backend) in collaboration with the Baseball Development department. These applications will be used by Baseball Operations personnel and field staff. This person should be detail oriented, intellectually curious, and have an interest in the game of baseball.

Minimum Qualifications:

• Bachelor’s degree in Computer Science or equivalent practical experience
• 1-3+ years of experience as a software engineer, developer, or equivalent technical experience
• Proficiency working with one or more of the following: JavaScript (including MVC frameworks such as AngularJS, Angular, React, or Vue.js), Java, Python, Go, CSS or HTML
• Proficiency developing, securing and consuming REST / JSON APIs using modern server-side or client frameworks (such as Node.js, GraphQL, Angular, etc.)
• Experience with SQL

Preferred Qualifications:

• iOS and/or Android Mobile App development
• Familiarity with NoSQL
• Experience with cloud developer tooling

To Apply:
To apply, please complete the application that can be found here.

The content in this posting was created and provided solely by the St. Louis Cardinals.

Forcing baseball writers to make predictions isn’t particularly nice. People tend to remember the bad picks more than the good ones, and a lot of flukiness can reveal itself in a short stretch of games. Still, I’m a scamp, so I asked my colleagues for their postseason winners. Thirty-two writers from across our family of blogs answered the call. Many of them proved to be Astros and Dodgers believers but some went in less well-worn directions. Below are the results by league and round, as well as each writer’s complete forecast. Happy playoffs!

National League

Wild Card and Divisional Series

Read the rest of this entry »

Before Opening Day, 32 staff writers and contributors from across our family of blogs made predictions about which teams would make the 2019 playoffs. I compiled the results, which can be found here. On March 19, 15 clubs had playoffs odds of 20% or better by our numbers; the Angels came close at 19.5%. When half the teams in the majors are seen as pre-season also-rans, it’s easy to fret that the next few months will be fairly ho-hum; that with so many divisions seemingly sewn up, the season might fail to deliver its share of thrills. Despite a few bold predictions (two brave souls forecast the Dodgers to miss the postseason entirely), many of our writers showed an unsurprising deference to the preseason projections. But just because the answers seemed obvious doesn’t mean we got everything right. As I’ve said in the past, affecting an air of clairvoyance is a rite of spring; realizing we’re a bunch of goofs is fall business. So before the playoffs begin this evening, let’s spend a moment reckoning with the fact that we’re bad at predicting things, or at least imperfect at it.

First though, we’ll pause to acknowledge those who got things the most right. No one predicted the postseason field in its entirety, but Eric Longenhagen, Paul Sporer, Eli Ben-Porat, and the Brothers Birchwood each anticipated eight of the final 10 teams. Eric, Paul, and the Birchwood Brothers got the American League field right but for Oakland; all three thought the Red Sox were destined for October baseball. And Eli was the closest in the National League; he correctly pegged the three division winners, and Washington as a Wild Card, though he thought the Nationals would be facing the Phillies in Philly.

Read the rest of this entry »

For your prognosticating convenience, we’ve created a new, live section of the playoff odds page to house the ZiPS projections for each game of the postseason. These projections are a supplement to the normal FanGraphs Playoff Odds. They are not a replacement for the existing ones, which combine ZiPS and Steamer. These projections are arrived at similarly to how ZiPS does the roster strength projections during the regular season, only with roster constructions that reflect the very different way players are used during the playoffs. Unlike the regular season model, ZiPS uses projected starters in order to make a more accurate, game-by-game projection; during the regular season, ZiPS uses the actual schedule, but without knowledge of which player will start each game.

To aid in modeling these probabilities, the full model of ZiPS is used, which includes updated split projections in order to (hopefully!) enhance the projections’ accuracy. There’s obviously a great deal of speculation as to who will start these games; these odds will be updated continually as we get closer to first pitch. Projections for the Division Series that will be played against the respective Wild Card winners will populate after the Wild Card games have concluded. For the moment, you’ll see their tabs grayed out. Read the rest of this entry »

Please note, this posting contains multiple positions.

Position: Economic Valuation Analyst

Department: Baseball Operations
Location: Baltimore, MD

Job Summary:
This position is responsible for developing creative and sophisticated analytical tools to support decision-making in Baseball Operations, with a focus on labor market economics and asset valuation. The employee will work closely with the professional scouting and analytics departments to inform strategic thinking.

Primary Responsibilities:

• Research economic issues pertaining to roster construction and player acquisition.
• Develop, test, and implement predictive models and quantitative tools.
• Assist with database management.
• Perform other duties and ad-hoc reports as assigned.

Desired Qualifications:

• Advanced degree in Economics, Finance, Mathematics, Operations Research, Statistics, or a related field. Applicants with a non-traditional educational background and experience in financial modeling will be considered as well.
• Fluency in probability theory and financial mathematics, including an in-depth understanding of financial instruments and of pricing their associated risks.
• Experience with relational database systems and knowledge of SQL.
• Experience with predictive modeling using tools such as R or Python.
• Passion for baseball and understanding of sabermetrics.
• Strong written and oral communication skills.
• Interpersonal skills with the ability to collaborate with staff members of all levels.
• Willingness to work non-traditional hours (nights, weekends, holidays).

To Apply:
To apply, please complete the application that can be found here.

Position: Scouting Analyst

Department: Professional Scouting
Location: Baltimore, MD

Job Summary:
This position will support the efforts of the Professional Scouting department by conducting extensive evaluations of professional players in the United States and abroad via multiple information sources & video analysis. The analyst will also work closely with the Research & Development department. The position is based out of Baltimore, Maryland

Primary Responsibilities:
Primary duties to include, but not limited to, the following:

• Compose scouting reports on professional players utilizing video, scouting information, and technology to enhance the club’s decision-making process.
• Build relationships with field scouts and members of the baseball community.
• Monitor activities, player performances, and roster dynamics of other organizations.
• Assist with database maintenance.
• Perform other duties and responsibilities as assigned

Qualifications:
Required:

• Ability to interpret data from multiple sources & convey findings to decision-makers.
• Proficiency with Microsoft Excel, SQL, & SQL Databases preferred.
• Strong ability to self-motivate, self-organize, and multi-task.
• High level of attention to detail.
• Exceptional communication skills.
• Strong baseball knowledge.
• Ability to work long hours, evenings, weekends, and holidays.

Desired:
At least 3 years’ experience from a variety of backgrounds, which can include: business, scouting, coaching, education, or other fields.

To Apply:
To apply, please complete the application that can be found here.

The content in this posting was created and provided solely by the Baltimore Orioles.

Please note this posting contains multiple positions.

Position: Baseball Systems Developer

Location: Arlington, TX

Description:
The developer will be responsible for supporting, maintaining and expanding the Rangers’ baseball operations software systems. A knack for compelling visuals and design preferred. The Rangers are looking for strong team players with outstanding people skills. Applicants that can provide code samples (any language doesn’t have to be baseball related) will be given strong preference. Diverse applicants are encouraged to apply. Spanish fluency a plus.

Responsibilities:

• Web development, design and testing
• Database queries to support the application
• Designing and maintaining reports
• Application support for the front office, scouts and coaches
• Update and maintain internal system documentation

Qualifications:

• Passion for the game of baseball
• 1-3 years professional experience in a similar capacity and/or degree in computer science preferred
• Excellent written and verbal communication skills
• Highly organized
• Occasional evening, weekend and holiday availability. Support is provided 24/7/365 and is shared among the team.

Technology:

• Microsoft Visual Studio
• ASP.Net
• C#
• JavaScript/AJAX
• Microsoft SQL Server
• SQL Reporting Services (SSRS)

To Apply:
To apply, please complete the application that can be found here.

Position: Baseball Systems Junior Database Engineer

Location: Arlington, TX

Description:
The junior database engineer will be responsible for maintaining and expanding the Rangers’ baseball operations database. The role is responsible for importing and integrating data from external providers, and interacting with the R&D department to implement models and build reports.

Responsibilities:

• Database design
• Export, Transform and Load multiple data feeds (ETL)
• Assist in creating and monitoring data quality initiatives, resolving issues, and communicating to stakeholders
• Writing and updating SSRS reports
• Collaboration with application/web developer on app development
• Basic support for end users of reports and applications
• Update and maintain documentation for database and applications

Qualifications:

• 1-3 years professional experience in a similar capacity preferred and/or degree in computer science or related field
• Excellent written and verbal communication skills
• Highly organized
• Experience with Microsoft SQL Server, Snowflake or other relational databases mandatory
• Experience in Wherescape (preferred), SQL Server Integration Services or other ETL tools helpful
• Experience in agile environments helpful
• Passion for the game of baseball preferred

Other Requirements:

• Evening and weekend availability, in particular during the baseball season
• Occasional travel required

To Apply:
To apply, please complete the application that can be found here.

Position: Baseball Systems Support Coordinator

Location: Arlington, TX

Description:
The Support Coordinator, Baseball Systems is responsible for coordinating technical support conversations between Baseball Operations users, Baseball Systems engineers and Information Technology. The support coordinator will also be responsible for assisting with building application documentation along with training users. This position will also assist in quality assurance endeavors and basic project management tasks.

Responsibilities:

• Application and basic technical support for Baseball Operations users
• Coordination and follow up with Baseball Systems and stakeholders on outstanding issues
• Assist in writing and maintenance of documentation and help videos for users
• Assist in training users
• Assist in quality assurance endeavors
• Assist with project management tasks

Qualifications:

• Excellent written and verbal communication skills
• Highly organized
• Spanish fluency a big plus
• Strong technical skills – not a programmer, but comfortable using complex applications.
• Passion for the game of baseball strongly preferred

Other Requirements:

• Evening and weekend availability, in particular during the baseball season
• Occasional travel required

To Apply:
To apply, please complete the application that can be found here.

The content in this posting was created and provided solely by the Texas Rangers.

Position: Baseball Operations Analyst

Location: Detroit, MI

Job Description:
The Detroit Tigers are currently seeking a full-time Analyst in the Baseball Operations Department. This role will be responsible for managing analytics and research within Baseball Operations. This position will report to the Director, Baseball Analytics.

Key Responsibilities:

• Perform advanced quantitative analysis to improve Baseball Operations decision-making, including predictive modeling and player projection systems.
• Complete ad hoc data queries and effectively present analysis through the use of written reports and data visualizations.
• Assist with the integration of baseball analysis into the Tigers’ proprietary tools and applications.
• Contribute to baseball decision-making by generating ideas for player acquisition, roster construction and in-game strategies.
• Support the current data warehousing process within Baseball Operations.
• Monitor, identify and recommend new or emerging techniques, technologies, models and algorithms.
• Meet with vendors and make recommendations for investment in new data and technology resources.
• Other projects as directed by Baseball Operations leadership team.

Minimum Knowledge, Skills, and Abilities:

• Demonstrated expert-level knowledge of baseball-specific data, modern statistical techniques, and sabermetric analysis.
• Expertise with SQL and relational databases is required.
• Relevant work experience with statistical software (R, STATA, SPSS, SAS, or similar) and scripting languages such as Python.
• Demonstrated ability to communicate difficult and complex concepts to colleagues possessing a wide range of backgrounds and perspectives.
• Degree or equivalent experience in statistics, mathematics, computer science, or a related quantitative field.
• Self-starter.
• Team player.
• Ability to work evenings, weekends and holidays as dictated by the baseball calendar.
• Willing and able to relocate to the Detroit metro area.

To Apply:
To apply, please complete the application that can be found here.

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

Position: Baseball Operations Analyst

Reports To: Senior Baseball Operations Analyst
Department: Baseball Operations
Status: Full-Time; Exempt
Location: Scottsdale, Arizona

Position Summary:
The San Francisco Giants are seeking an Analyst to join the Baseball Operations department. This individual will be part of the R&D team and provide research and analysis to support the front office and player development staff. This position will also work closely with the application development team to design and develop statistical models and tools using advanced data sources within new and existing applications. The ideal candidate will possess strong analytical skills, the ability to communicate effectively to non-technical people, and both passion and intellectual curiosity for the game of baseball.

Position Responsibilities:

• Provide statistical analysis and quantitative research to support Player Development and Baseball Operations staffs
• Communicate analysis to Baseball Operations staff effectively
• Research, design, and test predictive and statistical models using data and technology to support all aspects of Baseball Operations
• Collaborate with engineering team to design and integrate analytic tools into existing baseball information system
• Work with emerging baseball technology and data sets
• Maintain understanding of new public baseball research and emerging statistical tools, as well as all potential vendor data/technology options

Knowledge and Skills:

• Bachelor’s degree in computational field, such as statistics, engineering, computer science, or applied math
• Proficiency with SQL and relational databases (Microsoft SQL preferred)
• Experience with additional programming languages (e.g. R, Python) is strongly preferred
• Understanding of statistical modeling and machine learning techniques
• Ability to communicate effectively to all members of Baseball Operations
• Passion for baseball, intellectual curiosity, and understanding of sabermetric concepts
• Ability to work evenings, weekends, holidays, and travel as dictated by the baseball calendar
• Must be willing to travel extensively
• Spanish speaking is strongly preferred
• Any baseball or softball playing experience is a plus

To Apply:
To apply, please submit your cover letter and resume here.

The content in this posting was created and provided solely by the San Francisco Giants.

Position: Player Development Intern

Location: St. Lucie, FL

Responsibilities:

• Assist players and coaching staff with accessing video, statistical and analytical information.
• Setup and operate baseball technology/teaching tools and assist players and staff in the comprehension of the data.
• Will travel with the team on all road trips.
• Work on projects assigned by player development staff.
• Film and chart each home game and pregame activities.
• Assist in Player Development administrative needs such as team travel, hotel reservation and obtaining documents for international players.
• Operate TrackMan Radar system in order to collect valuable player development data.

Skills:

• Strong communication skills
• Strong knowledge of Information Technology
• Spanish proficiency preferred
• SQL/Analytical experience preferred
• Proficient with Excel and other Microsoft Office software
• Must have a valid driver’s license

To Apply:
To apply, please complete the application that can be found here.

The content in this posting was created and provided solely by the New York Mets.