Data Engineer, Baseball Research & Development

Summary:
The Washington Nationals are looking to hire a software engineer focusing on data engineering and infrastructure to join our Baseball R&D group. The data engineer will help ensure our datasets are well organized and accessible for our analysts and web developers. We are looking for candidates who are passionate about building impactful solutions around data workflows and enthusiastic about working in a baseball front office.

The Washington Nationals Baseball R&D group is responsible for deriving insights from our baseball datasets and building proprietary metrics and data products which are used to inform baseball decision making throughout our organization.

We prefer candidates who are willing to relocate to Washington, DC area for in person/hybrid work at Nationals Park but are willing to consider a fully remote option for exceptional candidates.

Essential Duties and Responsibilities:

• Build robust data imports that pull data from a variety of sources (HTTP API’s, cloud object stores like AWS S3, relational databases) and write to our internal data systems.
• Develop validation processes to monitor data quality and flag potential sources of error.
• Help with the deployment, orchestration, and monitoring of our data pipelines. We use Prefect for orchestration, utilizing Docker and AWS ECS.
• Design and build solutions to make working with our internal datasets easier. This work includes maintaining database tables and views, merging datasets from different sources for easier access, and possibly building internal API’s or other microservices to make data more accessible.
• Assist with the maintenance of our cloud computing infrastructure: manage and configure servers, databases, and other internal tools.
• Research and advocate for any new tooling that can aide in timely, accurate and accessible data delivery
• Write documentation
• Participate in code reviews

Requirements:

Minimum Education and Experience Requirements

• Bachelor’s degree in computer science, computer engineering, information science, or a related field.
• 3+ years of relevant work experience.

Knowledge, Skills, and Abilities necessary to perform essential functions

• Fluent in Python and experience with Pandas.
• Proficient with MySQL, PostgreSQL, or other relational database systems.
• Experience with Docker.
• Comfortable working on the command line in a Linux environment.
• Experience using git for version control.
• Some experience with R is preferred, but not required.
• Ability to work independently with close attention to detail.
• Enthusiastic about working in baseball.
• Authorized to work in the United States.

Physical/Environmental Requirements

• Office: Working conditions are normal for an office environment. Work may require occasional weekend and/or evening work.

Our Stack

• We write most of our imports in Python, using Prefect for orchestrating our data workflows, which are dockerized and deployed on AWS ECS. Our analysts work mostly in R.
• Our servers run Ubuntu Linux.
• We utilize several AWS services, primarily EC2, RDS, S3, ECS, Batch, EFS.
• We use MySQL, PostgreSQL, MongoDB for our databases. We also leverage SQLite, DuckDB, DynamoDB for certain applications.
• We use Terraform, Ansible, and Packer for managing our infrastructure
• We use a self-hosted GitLab instance for our code repositories and for CI/CD.

All applicants for employment at the Washington Nationals are required to be fully vaccinated against COVID-19 prior to commencing employment. Applicants who receive a conditional offer of employment will be required to produce proof of vaccination status prior to their first day of employment. Applicants with qualifying disabilities or bona fide religious objections may be exempted from this requirement or otherwise accommodated if they are unable to be vaccinated.

To Apply:
To apply, please follow this link.

Full Stack Web Developer, Baseball Research & Development

Summary:

The Washington Nationals are seeking a full stack web developer to join our Baseball Research & Development team. We are looking for candidates who are both passionate about building web applications and enthusiastic about the opportunity to work on software that has a significant impact within a baseball organization.

The developer will work on a small team to build and maintain an internal web application used by scouts, coaches, player development staff, and the baseball operations front office. Some key features of the site include scouting reports, video, player projections, custom reports and tools, and the display of both public and proprietary metrics related to player performance and evaluation.

We prefer candidates who are willing to relocate to Washington, DC area for in person/hybrid work at Nationals Park but are willing to consider a fully remote option for exceptional candidates.

Essential Duties and Responsibilities:

• Design, build, and test new features, working on both the frontend and backend of the application
• Support and maintain existing features
• Investigate and resolve bugs
• Develop and deploy data imports and other background processing jobs
• Work closely with R&D analysts to display public and private metrics
• Write documentation
• Participate in code reviews

Requirements:

Minimum Education and Experience Requirements

• Bachelor’s degree in computer science, computer engineering, information science, or related experiences
• 2+ years of full-time web development experience

Knowledge, Skills, and Abilities necessary to perform essential functions

• Ability to communicate clearly and effectively
• Ability to write clean, concise, and maintainable code
• Ability to work both collaboratively and independently
• Experience with modern programming languages (e.g. Ruby, Python, JavaScript) and frameworks (e.g. Rails, Django, Flask, Node/Express). Experience with Rails is preferred.
• Experience with frontend JavaScript frameworks, such as jQuery, Vue.js, or React.
• Understanding of relational database schema design, experience using MySQL & PostgreSQL, and comfort writing direct SQL statements.
• Experience with data visualization is preferred.
• Experience with Linux and using command line tools is preferred.
• Experience working with a large inherited codebase is a plus.
• Authorized to work in the United States

Physical/Environmental Requirements

• Office: Working conditions are normal for an office environment. Work may require occasional weekend and/or evening work.

To Apply:
To apply, please follow this link.

The content in this posting was created and provided solely by the Washington Nationals.

Performance Associate, Player Development

Summary:
Contribute to Washington Nationals Player Development for the 2023 season in a new full-time, high impact Player Development role. We are looking for qualified individuals who can aid our Player Development department by managing, overseeing, and developing player and coach-facing, data-driven processes throughout the season. In the offseason, daily tasks, research projects, and preparation for the upcoming season comprise the bulk of the work.

This is full-time position, and you will be joining the Nationals Player Development and Baseball Operations Departments as a key contributor moving forward.

Essential Duties and Responsibilities:

• Facilitate the management of accurate data reporting processes and structures to coaches, staff, and players.
  • Distribute a wide range of reports and communicate relevant insights to staff.
  • Monitor and analyze relevant trends in both on-field and practice settings.
  • Produce and contextualize advance scouting reports.
• Coordinate the use of player performance technology pertaining to both pitching and hitting, including wearable, radar-based, and camera-based systems.
• Collect, maintain, and organize data from all player development technologies.
• Maintain consistent testing and assessment protocols with all player development technologies and other methods of tracking.
• Collaborate with other members of Player Development, S&C, and Medical on assessing and monitoring player performance and injury risk.
• Spearhead continued education efforts on the uses and application of player development technologies and other data sources with coaches, staff, and players.
• Assist in researching new modalities and applications of player development technologies.
• Monitor public baseball research and emerging statistical tools, as well as all potential vendor data/technology opportunities.
• Other duties as assigned.

Requirements:

Minimum Education and Experience Requirements

• Bachelor’s degree or equivalent.
• Degree and/or relevant professional experience in the following fields is preferred:
  • Statistics
  • Sports Science
  • Biomedical Engineering
  • Computer Science
• Demonstrated work (professional or personal) using any of R, SQL, Python is preferred.
• Fluency or proficiency in Spanish is preferred.
• Ability to write clearly and effectively in English and/or Spanish.
• Proficient in MS Office applications such as Excel and PowerPoint.

Knowledge, Skills, and Abilities necessary to perform essential functions

• Passion for creating data-driven plans, visualizations and engaging in research projects related to player development.
• Critical thinking skills to answer statistical and biomechanics-related questions and to test research hypotheses.
• Desire to learn about the ins and out of baseball player development and how data, tech, and sports science can make an impact on the field.
• Ability to relocate to (or close to) one of the Nationals affiliate cities.
• Familiarity and previous experience working with baseball technologies such as Hawkeye, Trackman, and a range of wearable technologies.
• Strong communication, collaboration, and organizational skills.
• The ability to translate and explain technical concepts and terms into digestible messages.
• Excellent analytical and problem-solving skills.
• Effective time management.
• Uphold Core Values: Excellence, Performance, and Accountability. These core values set the tone in everything we do, help us succeed on and off the field, make a difference in the community and provide the best guest experience in sports.  It is important that the person in the position commits themselves to these core values so that we can constantly move forward in the same direction – Together.

Physical/Environmental Requirements:

• Minimum physical requirements: Ability to travel and gain access to various areas of the ballpark for prolonged periods of time during games and events. Able to lift and transport up to 25 pounds.
• Office: Working conditions at the team’s home facility are normal for an office environment. Work during road trips will vary depending on the visiting team’s set-up – being able to adjust to different workspaces on the road will be a regular part of the job.

The Nationals are a military-friendly organization actively recruiting veterans and spouses.

All applicants for employment at the Washington Nationals are required to be fully vaccinated against COVID-19 prior to commencing employment. Applicants who receive a conditional offer of employment will be required to produce proof of vaccination status prior to their first day of employment. Applicants with qualifying disabilities or bona fide religious objections may be exempted from this requirement or otherwise accommodated if they are unable to be vaccinated.

To Apply:
To apply, please follow this link.

Player Development Analyst, Baseball Research & Development (R&D)

Summary:
The Washington Nationals are seeking a Player Development Analyst to join our Baseball Research & Development team. The Player Development Analyst will help summarize our baseball datasets to produce actionable insights, evaluate our player’s strengths and weaknesses, build player plans, and communicate regularly with Player Development staff. The analyst will also help analyze data from various tracking technologies such as Hawk-Eye, TrackMan, and Blast Motion and occasionally assist with the operation of these technologies. The analyst will report to the Coordinator of Player Development Analytics in Baseball Research & Development.

The analyst should be able to communicate findings well to all audiences, technical and non-technical. We are seeking candidates with particular interest in player development who have a desire to interact with staff, coaches, and players when appropriate. Effective communication skills paired with data science experience are essential.

This position is based out of West Palm Beach, FL.

The Nationals are a military-friendly organization actively recruiting veterans and spouses.

Essential Duties and Responsibilities:

• Analyze player tracking data and produce statistical summaries for coaches
• Build interactive web apps using R Shiny
• Design and build automated reports with informative data visualization
• Consult with R&D members on statistical modeling projects
• Assist with development of player improvement plans
• Participate in R&D code reviews
• Other duties as assigned

Requirements:

Minimum Education and Experience Requirements

• Undergraduate or graduate degree from a four-year college or university, preferably in Data Science, Statistics, Mathematics, or Computer Science
• Experience analyzing datasets and training statistical models using R, Python, SQL, or equivalent
• Playing background (baseball or softball) at the collegiate level or above and/or relevant experience is preferred
• Previous experience working with baseball datasets and tracking technologies is a plus

Knowledge, Skills, and Abilities necessary to perform essential functions

• Effective organizational skills and attention to detail
• Self-starter with an ability to handle multiple tasks and responsibilities
• Excellent written and verbal communication skills; ability to present ideas clearly and concisely
• Enthusiasm for learning new skills related to programming, statistical modeling, and data visualization
• Uphold Core Values: Excellence, Performance, and Accountability. These core values set the tone in everything we do, help us succeed on and off the field, make a difference in the community and provide the best guest experience in sports.  It is important that the person in the position commits themselves to these core values so that we can constantly move forward in the same direction – Together.

Physical/Environmental Requirements:

• Ability to work in a high activity and heavily crowded outdoor professional sports venue
• Work is performed in both an interior/office environment and outdoors where the employee will be exposed to prevailing weather conditions
• Typically required to climb up/down stairs and walk long distances
• Ability to work flexible hours including nights, weekends, and holidays during the baseball season
• Potential for travel required (Washington DC, affiliate cities, or elsewhere)

All applicants for employment at the Washington Nationals are required to be fully vaccinated against COVID-19 prior to commencing employment. Applicants who receive a conditional offer of employment will be required to produce proof of vaccination status prior to their first day of employment. Applicants with qualifying disabilities or bona fide religious objections may be exempted from this requirement or otherwise accommodated if they are unable to be vaccinated.

To Apply:
To apply, please follow this link.

The content in this posting was created and provided solely by the Washington Nationals.

Analyst, Baseball Analytics

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

Role:
The Chicago Cubs are seeking analysts to join the Baseball Analytics group in the Baseball Operations’ Research and Development team. This role will focus on constructing models that estimate skills, likelihoods, and contexts for various baseball phenomena. The analyst will work closely with the entirety of the R&D department to develop methods to process data, improve the effective understanding and application of data, and disseminate analytic insights throughout the organization. Analysts may focus their efforts towards collaborating with the Advanced Scouting, Amateur Scouting, International Scouting, Professional Scouting, Baseball Sciences, or Player Development groups, as strengths dictate.

Responsibilities:

• Create data modeling pipelines that maintain up-to-date predictions of a variety of baseball metrics
• Analyze collected data leveraging in-house models and insights
• Research, develop, and test methods and models for the purpose of player assessment, development, and acquisition, as well as the optimization of in-game strategy
• Effectively present analyses using written reports and data visualization methods to communicate relevant findings
• Work with Baseball Systems team to integrate new statistical analyses, models, and data visualizations into Cubs web applications
• Incorporate new analysis into existing data processes to improve automated reporting
• Identify, diagnose, and resolve data quality issues
• Conduct in-depth evaluations of amateur and professional prospects
• Handle data and analysis requests from the coaching staff and other departments within Baseball Operations

Desired Qualifications:

• Bachelor’s or advanced degree in a quantitative field such as statistics, engineering, mathematics, physics, quantitative social sciences, computer science, or operations research
• Excellent written and verbal communication skills
• Proficiency with SQL, and at least one statistical programming language (e.g., Julia, MATLAB, Python, R)
• Working knowledge of advanced baseball statistics
• Familiarity with advanced statistical modeling techniques
• Relevant experience working in baseball preferred

To Apply:
To apply, please follow this link.

Summer Fellow, Baseball Systems

Department: Baseball Operations: Research & Development – Baseball Systems
Reports To: Architect, Baseball Systems

Role:
The Chicago Cubs Baseball Systems Department is seeking to fill a Baseball Systems Fellow position. This role will focus on assisting the development and maintenance of the Chicago Cubs baseball information system data warehouse, including creating web interfaces and web tools for the user interface; building automated ETL processes which feed it; maintaining back-end databases; and troubleshooting data sources issues as needed. This role will collaborate with software engineers, data analysts, and other internal users in their use of the Cubs’ systems and data warehouse.

Responsibilities:

• Assist in the design and implementation of web interfaces for the Baseball Ops information system • Assist with building data visualizations for baseball users.
• Assist with design and implementation of mobile application features
• Assist with the development and maintenance of ETL processes.
• Identify, diagnose, and resolve data quality issues

Required Qualifications:

• Bachelor’s degree in Computer Science, Engineering or Related Subjects
• Expertise with modern database technologies and SQL
• Expertise in Python, Java, C# or a similar language
• Excellent written and verbal communication skills
• High level of attention to detail

Desired Qualifications:

• In progress Bachelor’s degree in Computer Science, Engineering or Related Quantitative Subjects
• Familiarity with modern database technologies and SQL
• Familiarity with Python, Java, C++ or another object-oriented language
• Familiarity with front-end web development, including HTML, CSS, and Javascript
• Excellent written and verbal communication skills

To Apply:
To apply, please follow this link.

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

Analyst, Baseball Sciences

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

Role:
The Chicago Cubs are seeking an analyst to join the Baseball Sciences group in the Baseball Operations’ Research and Development department. This role will focus on improving our understanding of player performance through the analysis of various data sources and technologies, including motion capture, force plates, wearable sensors, and S&C assessments. The analyst will be responsible for performing quantitative research on existing data while also helping the organization identify novel technologies or initiatives that could lead to further insight. The ideal candidate will possess strong quantitative skills, the ability to think critically and creativity, domain-specific knowledge/experience, and the ability to communicate effectively to non-technical stakeholders.

Responsibilities:

• Perform quantitative research to better understand and quantify player performance
• Identify and evaluate new technologies and assessments
• Work with the Baseball Analytics group to integrate Baseball Science research into player valuation models
• Communicate research insights to various departments and stakeholders—including coaches, scouts, trainers, and S&C staff
• Collaborate with Player Development to design/oversee initiatives that can help answer research hypotheses
• Stay up to date with academic literature and public research

Desired Qualifications:

• Bachelor’s or advanced degree in either a quantitative field (statistics, engineering, physics, computer science, etc.) or a domain-specific field (biomechanics, exercise science, neuroscience, etc.)
• Proficiency with SQL and at least one statistical programming language (Julia, MATLAB, Python, R)
• Familiarity with advanced statistical modeling and machine learning techniques
• Experience analyzing motion capture data or other relevant time-series data sources
• Excellent written and verbal communication skills
• Experience working in baseball preferred

To Apply:
To apply, please follow this link.

Data Quality Engineer, Baseball Systems

Department: Baseball Systems
Reports To: Director, Baseball Systems

Role:
The Chicago Cubs Baseball Systems Department is seeking to fill a Baseball Systems Data Quality Engineer position. This role will focus on the import and maintenance of the Chicago Cubs baseball information system data warehouse, including building automated ETL processes which feed it; maintaining back-end databases; automating data quality checks; and troubleshooting data source issues. This role will collaborate with software engineers and data analysts in their use of the Cubs’ data warehouse.

Responsibilities:

• Develop and maintain ETL processes for loading and processing new data sources
• Create automated processes to identify data integrity problems
• Diagnose and resolve data source issues

Required Qualifications:

• Bachelor’s degree in Computer Science, Engineering or Related Subjects
• Expertise with modern database technologies and SQL
• Expertise in Python, Java, C# or a similar language
• Excellent written and verbal communication skills
• High level of attention to detail

Desired Qualifications:

• Experience building and supporting ETL processes
• Experience with Airflow or related scheduling tools
• Experience working in a Linux environment
• Experience working with cloud-based computing
• Working knowledge of advanced baseball statistics and sabermetric concepts
• Knowledge of statistical concepts

To Apply:
To apply, please follow this link.

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

Product Manager – Baseball Research & Development

Title: Product Manager
Department: Baseball Research & Development
Reports to: Director, Baseball Research & Development
Status: Regular Full-Time

Position Overview:
As the first full-time Research and Development (R&D) Product Manager you work within our R&D and larger Research and Information (R&I) groups to develop products that serve as differentiators in evaluating, acquiring, and developing baseball players. You are responsible for creating and maintaining a roadmap for our Software Engineering (SWE) team and tracking the use and value of products that have been built and deployed.

You will work closely with end-users across Baseball Operations, Scouting, Player Development and the Major League Coaching Staff to identify impactful tools to build, based on your knowledge of R&D research and the technology landscape.

Responsibilities:

• Project Execution
• Work with the SWE Team and the Manager, SWE to develop detailed requirements and project plans for each upcoming feature / epic
• Collaborate with stakeholders and engineers to test the finished product and ensure that the potential impact is realized
• Vision and Roadmap
• Work closely with Baseball Operation stakeholders and the SWE team to develop a roadmap of features and capabilities that will provide maximum impact to the Phillies
• Manage and communicate any changes to the roadmap, periodically updating and reviewing the plan. Maintain a best-estimate schedule at all times
• Stay engaged with stakeholder needs and new and ongoing research from the Quantitative Analysis team to proactively raise ideas for new features and capabilities
• Product Evaluation
• Develop key metrics and measures that will be used to evaluate the success of our products and features
• Advocate for usage of our products and features, collect feedback, and continuously re-evaluate their design and implementation

Required Qualifications:

• 1-3+ years prior experience in product management
• Excellent written and verbal communication skills; able to run efficient meetings, create compelling presentations, and have productive conversations with people from a variety of backgrounds
• Ability to identify and prioritize user stories and turn them into actionable technical requirements
• Insatiable curiosity to learn more about the intersection of baseball, technology, and data science and constantly ask ‘why’
• Proven willingness to both teach others and learn new techniques
• Proven leadership and self-direction

Preferred Qualifications:

• BS or higher degree in Computer Science, similar technical field of study or equivalent practical experience
• Software development experience in one or more general purpose programming languages (including but not limited to: Python, Javascript/Typescript, Go, Rust, Swift, Objective C, C/C++, or Java
• Experience working in baseball or other sports
• Spanish fluency would be a plus

Interested applicants should submit both their resume and an answer to the following question:
In 500 words or less, please tell us why you are interested in Product Management role in a Baseball Research & Development department.

To Apply:
To apply, please follow this link.

The content in this posting was created and provided solely by the Philadelphia Phillies.

Lead Quantitative Analyst

Title: Lead Quantitative Analyst
Department: Baseball Research & Development
Reports to: Director, Baseball Research & Development
Status: Regular Full-Time
Location: Philadelphia, PA; also open to Remote

Position Overview:
As a Lead Quantitative Analyst (QA), you help shape the Phillies Baseball Operations strategies by processing, analyzing, and interpreting large and complex data, while providing guidance and feedback to other quantitative analysts as they do the same. You do more than just crunch the numbers; you carefully plan the design of your own studies by asking and answering the right questions, while also working collaboratively with other analysts and software engineers to lead larger projects.

Using analytical rigor, you work with your team as you mine through data and see opportunities for the Phillies to improve. After communicating the results of your studies and experiments to the GM and executive staff, you collaborate with front office executives, scouts, coaches, and trainers to incorporate your findings into Phillies practices. Identifying the challenge is only half the job; you also work to figure out and implement the solution.

Responsibilities:

• Conduct and oversee statistical research projects and manage the integration of their outputs into our proprietary tools and applications (e.g., performance projections, player valuations, draft assessments, injury analyses, etc.)
• Ensure projects conform to best practices for implementing, maintaining, and improving predictive models throughout their life cycles
• Communicate with front office executives, scouts, coaches, and medical staff to design and interpret statistical studies
• Assist and mentor other members of the QA team with their projects by providing guidance and feedback on your areas of expertise within baseball, statistics, data visualization, and programming
• Manage other analysts and their projects to ensure that QA work meets technical standards and aligns with the needs of stakeholders
• Continually enhance your and your colleagues knowledge of baseball and data science through reading, research, and discussion with your teammates and the rest of the front office
• Provide input in architecting the storage of baseball data

Required Qualifications:

• 3-5+ years of relevant work experience and some familiarity with baseball, sabermetrics, or sports analytics in general, or an ability to show meaningful completed projects in this space
• Deep understanding of statistics, including supervised and unsupervised learning, regularization, model assessment and selection, model inference and averaging, ensemble methods, time series modeling, forecasting, etc.
• Proficiency with scripting languages such as Python, statistical software (R, S-Plus, SAS, or similar), and databases (SQL)
• Demonstrated experience designing, constructing, implementing, and leading technical research projects for use by non-technical stakeholders
• Proven willingness to both teach others and learn new techniques
• Willingness to work as part of a team on complex projects
• Proven leadership and self-direction

Preferred Qualifications:

• Possess or are pursuing a BS, MS or PhD in Statistics or related (e.g., mathematics, physics, or ops research) or equivalent practical experience
• Familiarity with best practices in machine learning operations (Git, Docker, MLFlow or the equivalent)
• Experience managing or overseeing the work of other data scientists or analysts
• Experience with a probabilistic programming language (Stan, PyMC, etc.)

Interested applicants should submit both their resume and an answer to the following question:

The R&D department has been asked to provide a recommendation to promote or not promote a position player/hitting prospect from AA to AAA. What information would you consider in formulating your recommendation? (250 word limit)

Tip: There’s no defined right or wrong answer. Responses are used to get some insight into how you approach problem solving and baseball in general.

To Apply:
To apply, please follow this link.

Quantitative Analyst

Title: Quantitative Analyst
Department: Baseball Research & Development
Reports to: Director, Baseball Research & Development
Status: Regular Full-Time
Location: Philadelphia, PA; also open to Remote

Position Overview:
As a Quantitative Analyst (QA), you help shape The Phillies Baseball Operations strategies by processing, analyzing, and interpreting large and complex data. You do more than just crunch the numbers; you carefully plan the design of your own studies by asking and answering the right questions, while also working collaboratively with other analysts and software engineers on larger projects.

Using analytical rigor, you work with your team as you mine through data and see opportunities for The Phillies to improve. After communicating the results of your studies and experiments to the GM and executive staff, you collaborate with front office executives, scouts, coaches, and trainers to incorporate your findings into Phillies practices. Identifying the challenge is only half the job; you also work to figure out and implement the solution.

Responsibilities:

• Conduct statistical research projects and manage the integration of their outputs into our proprietary tools and applications (e.g., performance projections, player valuations, draft assessments, injury analyses, e)
• Communicate with front office executives, scouts, coaches, and medical staff to design and interpret statistical studies
• Assist the rest of the QA team with their projects by providing guidance and feedback on your areas of expertise within baseball, statistics, data visualization, and programming
• Continually enhance your knowledge of baseball and data science through reading, research, and discussion with your teammates and the rest of the front office
• Provide input in architecting the storage of baseball data

Required Qualifications:

• 0-3+ years of relevant work experience
• Deep understanding of statistics, including supervised and unsupervised learning, regularization, model assessment and selection, model inference and averaging, ensemble methods,
• Ability to demonstrate some baseball knowledge and how quantitative analytics can provide value to a baseball organization
• Meaningful work experience with statistical software (R, S-Plus, SAS, or similar), databases, and scripting languages such as Python
• Proven willingness to both teach others and learn new techniques
• Willingness to work as part of a team on complex projects
• Proven leadership and self-direction

Preferred Qualifications:

• Possess or are pursuing a BS, MS or PhD in Statistics or related (e.g., mathematics, physics, or ops research) or equivalent practical experience
• Experience drawing conclusions from data, communicating those conclusions to decision makers, and recommending actions

Interested applicants should submit both their resume and an answer to the following question:

The R&D department has been asked to provide a recommendation to promote or not promote a pitching prospect from AA to AAA. What information would you consider in formulating your recommendation? (250 word limit)

Tip: There’s no defined right or wrong answer. Responses are used to get some insight into how you approach problem solving and baseball in general.

To Apply:
To apply, please follow this link.

The content in this posting was created and provided solely by the Philadelphia Phillies.

Baseball Operations Pitching Analyst

Description:
The Los Angeles Angels are seeking an Analyst with a focus on pitching to join our Baseball Operations department. This position will support the Baseball Operations group’s efforts to analyze and provide pitching data, statistics and other pitching-related information. The ideal candidate combines a strong background of technical skills with an understanding of baseball research concepts and modern pitching technologies, information and strategies.

Responsibilities:

• Develop tools and visualizations for disseminating statistical concepts.
• Conduct research projects and player analysis for the Baseball Operations group.
• Help build database and reporting infrastructure to support advance scouting and coaching staff needs.
• Opportunities for other ad-hoc contributions to the pitching development process.

Qualifications:

• Strong foundation in the application of statistical concepts to baseball data and the translation of data into actionable baseball recommendations.
• Understanding of modern pitching philosophies, technologies and applications.
• Advanced level capabilities in R or Python.
• Proficiency in or clear ability to learn SQL.
• Preferred: Demonstrable experience analyzing and/or implementing pitch design.
• Preferred: Demonstrable independent baseball research.
• Preferred: Demonstrable experience creating effective data visualizations.
• Preferred: Some web development experience.
• Ability to work flexible hours including evenings, weekends and holidays

Physical Demands:

• Ability to frequently sit for extended periods of time
• Ability to occasionally work in inclement weather (when in stadium)
• Ability to traverse from office to stadium frequently
• Ability to occasionally lift up to 20 lbs.

The above statements are intended to describe the general nature and level of work being performed by individuals assigned to this position. They are not intended to be an exhaustive list of all duties, responsibilities, and skills required of personnel so classified.

Please note that any job offer is contingent upon your providing verification that you have been fully vaccinated (at least 14 days have passed since receiving final dose of vaccine) against COVID-19. Job offers will be withdrawn (regardless of whether you have already signed) if this condition is not satisfied. Unless and until this step has been completed, you should not resign your current employment, otherwise alter your employment status, or alter any personal circumstances in reliance on a conditional offer. Angels Baseball is committed to providing equal opportunity, and does not discriminate on the basis of any characteristic protected by law. If there is a medical or religious reason you believe you cannot comply with this requirement, please discuss with Human Resources if/when you are offered a position.

The Angels believe that diversity contributes to a more enriched collective perspective and a better decision-making process. All qualified applicants will receive consideration for employment without regard to race, color, religion, gender, gender identity or expression, sexual orientation, national origin, genetics, disability, age, or veteran status, or any other characteristic protected by law.

To Apply:
To apply, please follow this link.

Baseball Administration and Operations Assitant

Description:
The Los Angeles Angels are seeking a Baseball Administration and Operations Assistant to support the departments in their day to day tasks. The ideal candidate will have outstanding organization skills with a strong attention to detail along with an understanding of baseball data, technologies and information.

Responsibilities:

• Assist with Budget reviews throughout year and in yearly budget preparation process
• Assist with visa, expense report and vendor processes
• Coordinate various Internal and MLB lists, surveys and reporting
• Assist with on-boarding new baseball operations employee processes
• Assist with advance scouting including depth charts, daily and period reviews
• Support baseball operations, scouting and player development on ad hoc projects as needed

Qualifications:

• Knowledge of Microsoft Office software, including Word, Excel and Outlook.
• Ability to communicate clearly and solve practical problems.
• Self-starter who is able to work individually and also be a team player
• Demonstrate attention to detail in all work, including writing, editing and presentation.
• Understanding of baseball data, research and technologies
• Proficiency in or clear ability to learn SQL and some coding (R or Python).
• Preferred: Demonstrable independent baseball research.
• Preferred: Demonstrable experience creating effective data visualizations.
• Preferred: Spanish language fluency
• Ability to work flexible hours including evenings, weekends and holidays

Physical Demands:

• Ability to frequently sit for extended periods of time
• Ability to occasionally work in inclement weather (when in stadium)
• Ability to traverse from office to stadium frequently
• Ability to occasionally lift up to 20 lbs.

The above statements are intended to describe the general nature and level of work being performed by individuals assigned to this position. They are not intended to be an exhaustive list of all duties, responsibilities, and skills required of personnel so classified.

Please note that any job offer is contingent upon your providing verification that you have been fully vaccinated (at least 14 days have passed since receiving final dose of vaccine) against COVID-19. Job offers will be withdrawn (regardless of whether you have already signed) if this condition is not satisfied. Unless and until this step has been completed, you should not resign your current employment, otherwise alter your employment status, or alter any personal circumstances in reliance on a conditional offer. Angels Baseball is committed to providing equal opportunity, and does not discriminate on the basis of any characteristic protected by law. If there is a medical or religious reason you believe you cannot comply with this requirement, please discuss with Human Resources if/when you are offered a position.

The Angels believe that diversity contributes to a more enriched collective perspective and a better decision-making process. All qualified applicants will receive consideration for employment without regard to race, color, religion, gender, gender identity or expression, sexual orientation, national origin, genetics, disability, age, or veteran status, or any other characteristic protected by law.

To Apply:
To apply, please follow this link.

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

Player Development Video & Information Trainee

Reports To: Manager, Player Development Video & Technology
Department: Player Development

Position Overview:
The Player Development Video and Information Trainee will provide a service to an Atlanta Braves affiliate through charting live baseball games and providing video and information to Braves coaches, coordinators, and front office personnel. This role manages all aspects of the assigned affiliate’s video, technology, and advance scouting operation and aims to provide an experience that prepares the ideal candidate for a future role in the baseball industry.

Responsibilities:

• Capture and chart video for each game of the full minor league schedule of an assigned affiliate (home games and team travel to road games, postseason included)
• Manage a network of cameras set up to collect high-quality video from multiple angles
• Attach, edit, and upload video following each game daily
• Assist in the deployment and utilization of all Braves technology equipment at assigned affiliate
• Support the coaching staff/players with ad-hoc video/technology requests as assigned
• Participate in the affiliate’s advance scouting process and produce associated materials for the coaching staff
• Attend Braves’ Spring Training camp in Venice, FL to undergo training of all video, technology, and advance applications
• Participate in periodic calls with the Baseball Operations group in Atlanta
• Other duties as assigned

Required Qualifications:

• Prior baseball coaching/playing experience (High School, College, or Professional preferred)
• Knowledge of baseball rules, scoring, and statistics
• Exceptional verbal communication skills and computer skills
• Proactive, organized, and detail-oriented person who can prioritize their workload and follow-through with minimal supervision
• Ability to work independently and as part of a team
• Willing to relocate to a Braves minor league affiliate from Mid-March through Mid-September
• The ability to safely lift and transport equipment weighing 25 lbs. or more
• The ability to climb ladders and successfully place equipment from variable positions and heights
• Flexible schedule: able to work nights, weekends, and holidays
• Bachelor’s degree
• Able to successfully complete a background check

The Atlanta Braves are an Equal Opportunity Employer.

To Apply:
To apply, please follow this link.

The content in this posting was created and provided solely by the Atlanta Braves.

Baseball Research & Development: Analyst & Intern

Reports to: Director, Baseball Research & Development
Location: Phoenix, Arizona
Start date: ASAP, preferably by Jan 2023

Position Summary:
The Arizona Diamondbacks’ R&D department is seeking an Analyst and a full-season Intern. These positions will be responsible for supporting all areas of baseball operations through baseball related data analysis, including statistical modeling, research, visualizations, and other projects. The day-to-day responsibilities of this role will vary depending on baseball calendar, allowing them to gain experience in multiple areas of Baseball Operations.

Responsibilities:

• Statistical modeling, machine learning, and quantitative analysis of a variety of data sources, for the purpose of player evaluation, strategic decision-making, decision analysis, etc.
• Present analysis and insights to greater baseball operations group in clear concise manner through written and visual means.
• Maintain and develop understanding of current state of analytics and technology in baseball as well as using expertise to recommend new and emerging methods. 
• Use fresh perspective to recommend improvements to current Diamondbacks analytical processes.
• Perform ad-hoc research projects as requested.

Qualifications:

• Bachelor’s degree in an analytical field such as statistics, predictive analytics, data science, engineering, applied math, physics, computer science, computer vision, etc.
• Analyst Specific: 1+ years’ work experience within an applicable industry or subject matter.
• Proficiency with database technologies including SQL.
• Demonstrated experience with programming languages (e.g., R or Python).
• Strong ability to communicate technical ideas to non-technical audiences using data visualization.
• High level understanding and passion for the game of baseball.
• Excellent work ethic and attention to detail while balancing multiple responsibilities in a fast-paced work environment.
• Ability to work evening, weekend, and holiday hours.
• Other programming and database skills are a plus.

To Apply:
Interested candidates should send a resume and supporting materials to bbopsjob@dbacks.com. Please list which position you are applying to in the subject line.

Intern, Baseball Operations

Reports to: Director, Baseball Administration & Assistant Director, Baseball Operations
Location: Phoenix, Arizona
Length: Full-season internship, preferably starting in Jan 2023.

Position Summary: 
The Arizona Diamondbacks are seeking a full-season intern to work within the Baseball Operations group. The day-to-day responsibilities of this role will vary depending on baseball calendar, allowing them to gain experience in multiple areas of the department. A model candidate will be able to leverage their analytical skills, a strong sense of creativity and their knowledge and passion for the game of baseball to provide innovative ideas throughout the Baseball Operations decision making process.

Responsibilities:

• Collaborate across organizational domains (Analytics/R&D, Baseball Operations, Player Development, Scouting) assisting all departments with necessary tasks.
• Produce statistical analysis and daily reports for the entire baseball related staff.
• Continuously explore interesting research questions to identify new trends in the game that will lead to competitive advantages.
• Recommend advancements to the current Baseball Operations procedures and infrastructure to improve efficiency.
• Assist with the capture and processing of on-field technology at both Chase Field and Salt River Fields.
• Perform ad-hoc analysis and research projects for multiple departments within the Baseball Operations group.
• Assist Front Office Staff with preparatory work necessary for Salary Arbitration, the Rule 4 Draft, and the Major League Trade Deadline.
• Perform other related duties as assigned.

Qualifications:

• A degree from an accredited college or university and/or equivalent experience. Analytical fields such as statistics, predictive analytics, data science, engineering, applied math, physics, computer science, computer vision, etc. are preferred, but not required.
• A demonstrated quantitative background, either by degree or work sample, is strongly preferred (SQL, R, Python, Tableau, or other programming language).
• Advanced proficiency in Microsoft Office (Word, Excel, and Powerpoint) is required.
• A self-starter with strong administrative, organizational and communication skills.

• High level understanding and passion for the game of baseball.
• Excellent work ethic and attention to detail while balancing multiple responsibilities in a fast-paced work environment.
• Ability to work evening, weekend, and holiday hours.
• Ability to relocate to Phoenix area.
• Must have a valid driver’s license. 

To Apply:
Interested candidates should send a resume and supporting materials to bbopsjob@dbacks.com. Please list which position you are applying to in the subject line.

The content in this posting was created and provided solely by the Arizona Diamondbacks.

Director, Strategy – Sport Performance Lab

Company Description:
At Maple Leaf Sports & Entertainment Partnership (MLSE), we are committed to creating an inclusive workplace that is representative of our community and where all employees feel they belong and can reach their full potential. We are Canada’s preeminent leader in delivering top quality sport and entertainment experiences and one of North America’s leading providers of exceptional fan experiences. We are the parent company of the National Hockey League’s Toronto Maple Leafs, the National Basketball Association’s Toronto Raptors, Major League Soccer’s Toronto FC, the Canadian Football League’s Toronto Argonauts and development teams with the Toronto Marlies (American Hockey League), Raptors 905 (NBA G League), Toronto FC II (MLS NEXT Pro League) and Raptors Uprising Gaming Club, the Toronto Raptors Esports franchise in the NBA 2K League.

MLSE owns and/or operates all the venues our teams play and train in, including Scotiabank Arena, BMO Field, Coca-Cola Coliseum, Ford Performance Centre, BMO Training Ground, and OVO Athletic Centre. We also provide fans in Toronto with incredible live music and entertainment events, as well as exceptional culinary experiences through our restaurants (e11even and RS) and clubs (Hot Stove Club, ScotiaClub and Platinum Club). Through MLSE Foundation, we have invested more than $45 million into Ontario communities since 2009 and with MLSE LaunchPad, we provide a place where youth facing barriers use sport to recognize and reach their potential.

We achieve all of this through our Common Purpose – to unite and empower our employees to create extraordinary moments for our fans and each other. Come be a part of the team.

Job Description:
MLSE Sport Performance Lab is seeking a Director of Strategy to develop and execute strategic initiatives to facilitate innovation and collaboration across MLSE team operations. This individual will identify tactical requirements by working closely with team operations and develop solutions by leading a cross-functional systems team.

Responsibilities:

• Contribute to the growth and evolution of Sport Performance Lab.
• Engage with key stakeholders across MLSE sporting departments to facilitate collaboration across team operations.
• Lead cross-functional team to deliver best-in-class technical solutions for team operations.
• Define standards for new technical infrastructure to better drive competitive advantage through analytics.
• Lead assigned SPL initiatives through both strategic and technical contributions with operational excellence.
• Define key performance indicators to set goals and track performance of SPL initiatives.
• Maintain relationships with key industry partners.

Qualifications:
Note: Before reviewing the qualifications listed below, we want you to know that we understand you may not meet all the qualifications described and have other relevant expertise and experience. We invite you to please share this with us in the “Message to the Hiring Manager” section of our online application.

• Five or more years of experience in sports technology or similar industries.
• Experience with modern programming languages and databases with familiarity of related frameworks and technologies.
• Experience designing and building cloud-based solutions using Amazon Web Services (AWS)
• Experience applying big data solutions to drive performance and facilitate innovation.
• Thrives in a fast-paced setting; can handle multiple priorities at the same time.
• A positive, winning approach, incorporating integrity, confidentiality, and discretion.
• Strong grasp of the on-field rules and off-field regulations of various sports.
• Can work flexible and varying schedules, including travel and unconventional hours relating to team operations.

Additional Information
Apply by: Nov 14, 2022

We thank all applicants for their interest, however, only those selected for an interview will be contacted.

At MLSE, we are committed to building an equitable, diverse and inclusive organization. We are an equal opportunity employer and we do not discriminate on the basis of race, religion, color, national origin, sex, gender, gender expression, sexual orientation, age, marital status, veteran status, or disability status. MLSE will provide reasonable accommodation for qualified individuals with disabilities in the job application process. If you have difficulty using our online application system and you need an accommodation due to a disability, please email accommodations@mlse.com. Please note this email is only for accommodation requests. Resumes sent to this email address will not be considered.

To Apply:
To apply, please follow this link.

The content in this posting was created and provided solely by MLSE.