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Machine Learning Operations Engineer

2 months ago

Montreal, Quebec, Canada Electronic Arts Inc. Full time
Job Title: Machine Learning Operations Engineer

Electronic Arts Inc. is seeking a highly skilled Machine Learning Operations Engineer to join our team. As a Machine Learning Operations Engineer, you will be responsible for designing and implementing machine learning systems that deliver in-game personalization.

Key Responsibilities:
  • Create ML pipelines for automating and accelerating ML deployment tasks.
  • Build end-to-end ML lifecycle management process, including data extraction and processing, model training and versioning, Hyper parameter tuning, evaluation, and deployment.
  • Implement robust software best practices, such as coding standards, code reviews, source control management, build processes, testing, and operations.
  • Monitor and improve the performance of machine learning models in production.
Requirements:
  • Bachelor's degree in Computer Science, Data Science, or related field.
  • Experience as an MLOps Engineer or similar role in Machine Learning.
  • Understanding of cloud computing, data management, and machine learning algorithms.
  • Proficiency with programming languages such as Python, R, or Scala.
  • Familiarity with machine learning frameworks (like Keras or PyTorch) and libraries (like scikit-learn).
  • Experience with infrastructure automation technologies like Docker, Kubernetes, Terraform, etc.
  • Knowledge of data structures, data modeling, and software architecture.
  • Understanding of data analysis workflows and machine learning model lifecycle.
  • Comfortable working in an Agile environment.
What We Offer:

We offer a competitive salary and benefits package, including vacation time, sick leave, and parental leave. We also provide extended health and dental coverage, life insurance, disability insurance, and a retirement plan.