Senior Analyst, Player Projections - Amateur Acquisitions

Anschutz Entertainment Group (AEG)

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

Qualifications

  • Experience in high-stakes decision-making under uncertainty
  • Proficient in programming (Python, R) and AI agent integration
  • Expertise in statistical modeling, forecasting, and probabilistic programming
  • Familiarity with machine learning methods and model evaluation techniques
  • Skilled in data engineering and building data pipelines (SQL)
  • Ability to communicate research insights clearly to both technical and non-technical stakeholders
  • Deep interest and knowledge of the amateur baseball landscape

Responsibilities

  • Build predictive models for draft-eligible player performance
  • Develop high-quality data pipelines to support analysis
  • Conduct research to identify competitive advantages
  • Ensure forecasts effectively contribute to player acquisition and development
  • Engage with scouts and leadership to enhance decision-making processes
  • Collaborate across departments while maintaining confidentiality
  • Promote the organization's core values in all aspects of work

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 - Amateur Acquisitions will perform those duties in the context of the Amateur Draft, building models to explain and predict the performance of draft-eligible players while engaging with scouts 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 interest in amateur baseball (college baseball, HS showcases, draft structure, 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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