Machine Learning Operations Specialist

3 weeks ago


Detroit, Michigan, United States AEG Full time
Job Description:

The Detroit Tigers are currently seeking a Machine Learning Operations Specialist to join their team.

This role will be responsible for designing, managing, and automating data processes related to quantitative models in support of Baseball Operations initiatives.

  • Analyze large datasets and determine the optimal methods for data preparation.
  • Collaborate with data scientists and other data engineers to build effective data pipelines.
  • Design, develop, and maintain efficient and extensible model deployment frameworks.
  • Manage, maintain, scale, and improve machine learning models in production environments.
  • Create and maintain effective access methods and patterns for production models.
  • Create support systems and dashboards to effectively communicate data insights to our data users.
  • Collaborate with the larger Systems team to plan and build data infrastructure.
  • Assist in other data engineering tasks as needed.
Key Responsibilities:
  • Analyze large datasets and determine the optimal methods for data preparation.
  • Collaborate with data scientists and other data engineers to build effective data pipelines.
  • Design, develop, and maintain efficient and extensible model deployment frameworks.
  • Manage, maintain, scale, and improve machine learning models in production environments.
  • Create and maintain effective access methods and patterns for production models.
  • Create support systems and dashboards to effectively communicate data insights to our data users.
  • Collaborate with the larger Systems team to plan and build data infrastructure.
  • Assist in other data engineering tasks as needed.
Estimated Salary:

$120,000 - $150,000 per year.



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