Senior Analyst, Player Projections

Anschutz Entertainment Group (AEG)

• $120K — $150K *
Media
Less than 5 years of experience
Job Overview by Ladders

Qualifications

  • Experience in high-stakes decision-making under uncertainty
  • Proficient in programming (Python, R, etc.) and AI agent integration
  • Skilled in statistical modeling, forecasting, and probabilistic programming (using Stan, PyMC, etc.)
  • Experienced with machine learning methods and model evaluation
  • Proficient in data engineering and pipelining (SQL, etc.)
  • Ability to communicate effectively with both technical and non-technical stakeholders
  • Deep knowledge of prospect valuation or specific baseball focus areas (hitting, pitching, etc.)
  • Strong project management and interpersonal skills

Responsibilities

  • Build predictive models to assess player performance
  • Develop high-quality data pipelines for efficient research
  • Incorporate advanced statistical analysis to support decision-making
  • Engage with other departments to enhance organizational strategies
  • Analyze data for potential trade and free agent acquisitions
  • Communicate findings to both technical and non-technical teams
  • Ensure forecasts directly influence player deployment and development

Benefits

  • Medical, dental, vision, life and AD&D insurance
  • Short- and long-term disability insurance
  • Flexible spending accounts
  • 401(k) and pension plan
  • Access to complimentary tickets to Nationals home games
  • Employee discounts
  • Free onsite fitness center
Full Job Description
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Position Overview: Analysts in the Player Projections department build models to predict player performance, in support of player acquisition, development, and deployment. The Nationals are seeking Analysts capable of building high quality data pipelines, conducting and incorporating advantage-seeking research, utilizing a deep knowledge of statistics and probability to build forecasts, and ensuring those forecasts impact outcomes on the field. The Senior Analyst, Player Projections will perform those duties in the context of domestic and foreign professional players, building models to explain and predict the performance of potential trade and free agent acquisitions while engaging with other departments (Acquisitions, Development, and Operations) and leadership to improve organizational decision-making. Qualifications: We are seeking candidates with experience in the following areas:
• High-stakes decision-making under uncertainty
• Programming (Python, R, etc.) and AI agent integration
• Statistical modeling, forecasting, and probabilistic programming (using Stan, PyMC, etc.)
• Machine learning methods and model evaluation
• Data engineering and pipelining (SQL, etc.)
• Ability to communicate with technical and non-technical stakeholders about baseball research
• Deep understanding of prospect valuation and/or a baseball focus area (hitting, pitching, fielding, baserunning, catcher defense, etc.)
• Excellent communication, project/product management, and interpersonal skills
• Ability to thrive in a fast-paced, collaborative, and highly confidential environment
• Deep alignment with and promotion of the organization's values of joy, humility, integrity and competitiveness and vision to create an organization that becomes the envy of sport. Compensation: The projected annual salary range for this position is $120,000-$150,000 per year. Actual pay is based on several factors, including but not limited to the applicant's: qualifications, skills, expertise, education/training, certifications, and other organization requirements. Starting salaries for new employees are frequently not at the top of the applicable salary range. Benefits: The Nationals offer a competitive and comprehensive benefits package that presently includes:
  • Medical, dental, vision, life and AD&D insurance
  • Short- and long-term disability insurance
  • Flexible spending accounts
  • 401(k) and pension plan
  • Access to complimentary tickets to Nationals home games
  • Employee discounts
  • Free onsite fitness center

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