Machine Learning Developer

4 weeks ago


Montreal, Quebec, Canada Electronic Arts Inc. Full time
Unlock the Power of Machine Learning at Electronic Arts Inc.

We are seeking a highly skilled Machine Learning Operations (MLOps) Engineer to join our team at Electronic Arts Inc. As an MLOps Engineer, you will play a critical role in delivering in-game Personalization by building global-scale production systems.

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.

About Us:

Electronic Arts Inc. is a leading global interactive entertainment company. We serve millions of players with multi-genre online experiences via Live Services. Our Data & Analytics (DnA) function brings both quantitative and qualitative insights to the entire company through Studio Analytics, Data Engineering, Data Science, and Machine Learning Engineering.



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