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Machine Learning Engineer

2 months ago


Vancouver, British Columbia, Canada Electronic Arts Full time
About the Role

We are seeking a highly skilled Machine Learning Engineer to join our team at Electronic Arts. As a key member of our data science team, you will play a critical role in deploying systems, tools, and models that support our EA Sports FC franchise.

Key Responsibilities
  • Define and refine our technical architecture for deploying machine learning or similar data-driven tools and services in EA Sports FC.
  • Leverage central technology for deploying internal tools and player-facing personalization systems.
  • Understand how to use machine learning principles to help learn and tune in-game experiences while understanding their consequences.
  • Document and formalize processes for maintaining our codebase and creating safe and scalable deployment practices.
  • Support peers with technical reviews, ensuring quality coding and deployment practices.
Requirements
  • BS in a technical field, such as Mathematics, Computer Science, Economics, or Statistics.
  • 2 or more years of experience in engineering, data science, analytics, or a related area in a consumer products-oriented industry.
  • Familiarity with machine learning models like LightGBM, Random Forest, and Multi-armed bandits, and experience deploying these models in a production context.
  • Experience deploying models in a production environment using technologies like Apache Airflow, Kubernetes, Databricks, or others.
  • Experience working with at least one of the modern cloud platforms: AWS, GCP, etc. Familiar with common platform functions and architectures, like AWS S3, EC2 operations, etc.
  • Experience in ANSI SQL and modern query engines (Trino, Redshift, etc.). Familiar with data architecture best practices, such as ETL, data model design, data visualization tools, etc.
  • Experience with experimental design and measurement.
  • Knowledge of programming best practices and experience using CI/CD with Gitlab, Github, or similar tools.
What We Offer

Electronic Arts offers a comprehensive benefits package, including vacation time, sick leave, paid parental leave, extended health and dental coverage, life insurance, disability insurance, and a retirement plan. Certain roles may also be eligible for bonus and equity.

About Electronic Arts

Electronic Arts is a global leader in the video game industry, with a portfolio of iconic brands and franchises. We are committed to creating inclusive and diverse workplaces that empower our employees to thrive in both work and life. We are an equal opportunity employer and welcome applications from qualified candidates from diverse backgrounds.