Analyst, Baseball Projects

Department: Baseball Projects
Reports To: Director, Baseball Projects
Status: Exempt

Primary Objective:
Responsible for delivering projects across player acquisition, player optimization, in-game strategy, and other areas of the broader baseball operations group, with an emphasis on creating innovative tools & streamlining communications.

Essential Functions:

• Deliver dashboards, reports, and educational materials to facilitate evidence-based decision-making throughout broader baseball operations.
• Identify novel strategies & technologies to streamline Mariners computational and communications processes.
• Engineer and support data pipelines for post-game feedback and pre-game preparations.
• Curate and deliver data-driven in-season player plans across all levels of the organization.
• Formulate a holistic offseason experience for all Mariners players, including evidence-based season reviews, offseason objectives, and individualized training programs.
• Stimulate growth of Mariners amateur scouting infrastructure, including draft room processes, amateur statistical databases, and player pool management.
• Spearhead player acquisition exercises to evaluate potential trade concepts, major/minor league free agent signings, and Rule 5 Draft selections.
• Contribute to player acquisition decisions in both formal & informal contexts.
• Field ad hoc requests from coaches, scouts, and other staff about internal metrics & processes.
• Will complete other duties as assigned.

Education and Experience:

• Bachelor’s degree in statistics, computer science, mathematics or any other STEM field related to data science preferred. Equivalent, relevant work experience in lieu of formal education may be approved by management.

Competencies, Knowledge, Skills and Abilities (KSA’s):

• Proficiency handling large datasets in R, SQL, Python, and/or comparable languages
• Shiny application or other web development experience
• Demonstrated capacity to define stakeholder needs and organize project visions
• Working knowledge of baseball analytics, strategy, and trends
• Experience building predictive models is preferred.
• Basic Spanish fluency preferred.
• Competent in required job skills and knowledge. Completes work assignments thoroughly and completely in an accurate, and prompt. Identifies and corrects errors.  Is careful, alert and accurate, paying attention to details of the job.
• Demonstrates through their actions and interactions with others a commitment to Mariner Purpose, Mission and Values.
• Effective negotiation skills that include analyzing a problem to determine the interests of each party in the negotiation and effectively communicating that between the parties involved.
• Handles sensitive and/or confidential information professionally, involving only those who need to be involved or informed.
• Identify, collect, and analyze relevant information to a problem and create multiple solutions
• Initiate and maintain actions to attain goals, regularly monitoring progress.
• Know when to make a unilateral decision and when to consult with the team or superiors, and how to involve them in the process.
• Navigate a variety of social, emotional, and interpersonal situations to leverage the capabilities, insights, and ideas of all individuals.
• Shares and expresses thoughts in a clear and effective manner through verbal and written communication skills. Exhibits effective listening skills and builds positive relationships with all team members, vendors, and guests.  Is diplomatic, tactful and professional in all forms of communication.

Physical Activities and Working Conditions:

• Seattle-based and works out of T-Mobile Park. Remote opportunities may be available on a case-by-case basis.
• Night, weekend, and holiday work may be required.
• Travel to Spring Training, relevant conferences, and/or Mariners affiliated games may be required.

To Apply:
To apply, please follow this link.

Intern, Baseball Analytics

Department: Baseball Operations
Reports To: Director of Analytics
Status: Part-time, Nonexempt

Primary Objective:
Responsible for supporting all areas of baseball operations through baseball related data science, including statistical modeling, research, visualizations, and other projects.

Essential Functions:

• Statistical modeling and analysis of a variety of data sources including Trackman, Hawkeye, and proprietary data sets.
• Ad hoc queries and quantitative research.
• Will perform other relevant duties as assigned

Education and Experience:

• Bachelor’s degree preferred. Education and experience may be considered in lieu of education requirements if approved by management.
• Proficiency in programming with either R or Python required.
• Proficiency with SQL required.
• A strong foundation in mathematics, statistics, computer science, and/or engineering required.
• Track record of original baseball research preferred.
• Experience building and interpreting predictive models preferred.

Competencies, Knowledge, Skills and Abilities (KSA’s):

• Strong technical skills in predictive modeling, data analysis, and research.
• Shares and expresses thoughts in a clear and effective manner through verbal and written communication skills. Exhibits effective listening skills and builds positive relationships with all team members, vendors, and guests. Is diplomatic, tactful and professional in all forms of communication.
• Understands and supports the team and is quick to volunteer to assist others. Others view most interactions as being positive with a willingness to achieve common goals. Effective in working with others to cooperatively solve problems. Workplace behavior is consistently respectful of others.
• Takes personal responsibility for getting things done in a way that positively and professionally represents the organization.
• Demonstrates through their actions and interactions with others a commitment to Mariner Purpose, Mission and Values.
• Competent in required job skills and knowledge. Completes work assignments thoroughly, accurately, and promptly. Identifies and corrects errors. Is careful, alert and accurate, paying attention to details of the job.

To Apply:
To apply, please follow this link.

Intern, Baseball Operations

Department: Baseball Operations
Reports To: Director, Baseball Operations
Status: Non-exempt

Dates: Preference will be given to candidates who can start by March 1, 2023, and work through mid-October 2023.

Primary Objective:
Responsible for coordination, support, and assistance to the Baseball Operations department in research, administration, and day-to-day scouting operation tasks.

Essential Functions:

• Support all areas of the Pro/Amateur Scouting departments, including player evaluation, research, video clipping, and preparation for Amateur Draft meetings.
• Provide support in advance scouting, including preparation of the advance report, as assigned.
• Provide additional statistical analysis, economic and financial research as assigned.
• Will perform other duties as assigned.

Education and Experience:

• Bachelor’s degree preferred. Equivalent, relevant work or playing experience may be considered in lieu of formal education if approved by management.
• Basic Spanish proficiency preferred.
• Background in player evaluation preferred.
• Background in video preparation preferred.

Competencies, Knowledge, Skills and Abilities (KSA’s):

• Working knowledge of statistical baseball data and its application as it pertains to scouting information, baseball strategy, and current in game management trends.
• Proficiency in Microsoft Excel & PowerPoint.
• Shares and expresses thoughts in a clear and effective manner through verbal and written communication skills. Exhibits effective listening skills and builds positive relationships with all team members, vendors, and guests. Is diplomatic, tactful and professional in all forms of communication.
• Understands and supports the team and is quick to volunteer to assist others. Others view most interactions as being positive with a willingness to achieve common goals. Effective in working with others to cooperatively solve problems. Workplace behavior is consistently respectful of others.
• Takes personal responsibility for getting things done in a way that positively and professionally represents the organization.
• Demonstrates through their actions and interactions with others a commitment to Mariner Purpose, Mission and Values.
• Competent in required job skills and knowledge. Completes work assignments thoroughly and completely in an accurate, and prompt, manner. Identifies and corrects errors. Is careful, alert and accurate, paying attention to details of the job.

To Apply:
To apply, please follow this link.

Intern, Baseball Projects

Department: Baseball Projects
Reports To: Director, Baseball Projects
Status: Non-exempt

Primary Objective:
Responsible for contributing to projects at the intersection of baseball analytics and broader baseball operations, with an emphasis on creating innovative tools & streamlining communications.

Essential Functions:

• Develop dashboards, reports, and educational materials to facilitate evidence-based decision-making throughout broader baseball operations.
• Provide quantitative support to player plan, high performance, advance scouting, and other player improvement processes.
• Contribute to amateur & professional player acquisition decisions in both formal & informal contexts.
• Field ad hoc requests from coaches, scouts, and other staff about internal metrics & processes.
• Will perform other duties as assigned.

Education and Experience:

• Bachelor’s degree in statistics, computer science, mathematics or any other STEM field related to data science preferred. Equivalent, relevant work will be considered in lieu of formal education may be approved by management.

Competencies, Knowledge, Skills and Abilities (KSA’s):

• Proficiency handling large datasets in R, SQL, Python, and/or comparable languages
• Shiny application or other web development experience
• Demonstrated capacity to define stakeholder needs and organize project visions
• Working knowledge of baseball analytics, strategy, and trends
• Experience building predictive models preferred.
• Basic Spanish fluency preferred.
• Competent in required job skills and knowledge. Completes work assignments thoroughly and completely in an accurate, and prompt. Identifies and corrects errors.  Is careful, alert and accurate, paying attention to details of the job.
• Demonstrates through their actions and interactions with others a commitment to Mariner Purpose, Mission and Values.
• Effective negotiation skills that include analyzing a problem to determine the interests of each party in the negotiation and effectively communicating that between the parties involved.
• Handles sensitive and/or confidential information professionally, involving only those who need to be involved or informed.
• Identify, collect, and analyze relevant information to a problem and create multiple solutions
• Initiate and maintain actions to attain goals, regularly monitoring progress.
• Know when to make a unilateral decision and when to consult with the team or superiors, and how to involve them in the process.
• Navigate a variety of social, emotional, and interpersonal situations to leverage the capabilities, insights, and ideas of all individuals.
• Shares and expresses thoughts in a clear and effective manner through verbal and written communication skills. Exhibits effective listening skills and builds positive relationships with all team members, vendors, and guests.  Is diplomatic, tactful and professional in all forms of communication.

Physical Activities and Working Conditions:

• Seattle-based and works out of T-Mobile Park. Remote opportunities may be available on a case-by-case basis.

To Apply:
To apply, please follow this link.

The content in this posting was created and provided solely by the Seattle Mariners.

Biomechanist

Summary:
The Washington Nationals are looking for someone with wide-ranging expertise in applied biomechanics to join our team and enhance our Player Development and Performance Science processes. This individual will play a leading role in helping various stakeholders such as on-field coaches, Strength and Conditioning staff, the Sports Medicine department, as well as Baseball Operations and R&D staff, leverage biomechanical data to optimize player performance and health.

Essential Duties and Responsibilities:

• Collect, analyze, maintain, and communicate Performance Science data from a variety of data sources (on and off-field) in a digestible, applicable manner 
• Build infrastructure necessary for the efficient dissemination of findings from biomechanics analysis or other Performance Science initiatives to players and staff 
• Stay informed on latest academic research and technology pertaining to baseball Performance Science 
• Ensure that player performance decisions incorporate insights supported by existing Performance Science research  
• Collaborate with staff in Strength and Conditioning, Sports Medicine, R&D, Scouting, Hitting, and Pitching to develop pathways for implementing biomechanics data and research into their respective processes 
• Develop educational materials or programming to help introduce or teach biomechanics concepts to staff throughout the organization in an intelligible manner 
• Validate Performance Science equipment and establish corresponding data collection protocols 
• Execute internal research projects to deliver insights capable of maximizing player performance or wellness 
• Integrate Performance Science data with on-field performance data to improve individual player development plans or existing player evaluation models
• Lead the process of designing, evaluating, and rolling out novel Performance Science initiatives 

Requirements:

Minimum Education and Experience Requirements

• A graduate-level degree in biomechanics or a related field (Kinesiology, Biomedical Engineering, Motor Control, etc.) or demonstrated experience collecting, interpreting, modeling, and applying biomechanics data 
• Demonstrated experience with biomechanics or Performance Science research and data collection processes, including proficiency with markered and/or markerless motion capture, force plates, IMUs, computer vision, and/or EMG systems

Knowledge, Skills, and Abilities necessary to perform essential functions

• Strong ability to teach, explain, and effectively communicate biomechanics or Performance Science concepts/findings to stakeholders of different backgrounds
• Previous research and/or applied experience working alongside athletes/coaches in elite sport is strongly preferred  
• Previous experience applying biomechanics specifically to the context of baseball is strongly preferred 
• Proficiency with R, Python, or another similar programming language is strongly preferred
• High proficiency with the scientific method, including research question design and hypothesis testing is desired 
• Spanish fluency is a plus 
• Experience with markerless baseball biomechanics systems such as Hawk-Eye or KinaTrax is a plus 
• Excellent attention to detail, critical thinking skills, and creativity
• Ability to work unconventional or long hours, including nights, holidays, and weekends

Physical/Environmental Requirements

• Must be able to lift and transport up to 50 lb.
• Must be able to access all areas of facility and spend prolonged periods of time in those areas.

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.

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.