Machine Learning Engineer - Electronic Arts [EA251110]

Posted 2 months agoViewed

150000 - 200000 USD per year

BC, CAFull-TimeMachine Learning

Company:Hatch Innovations Canada

Location:BC, CA

Languages:English

Seniority level:Middle, 3+ years

Experience:3+ years

Skills:

AWSDockerPythonApache AirflowGCPKubeflowKubernetesMLFlowPyTorchAzureTensorflowCI/CDSoftware Engineering

3+ years of professional experience in software engineering or machine learning engineering.
Strong foundational skills in Software Engineering and Systems Design (Golang, Python, or similar).
Proven experience building and operating data and ML pipelines using tools like Apache Airflow, Kubeflow, or similar.
Familiarity with deep learning frameworks such as TensorFlow or PyTorch.
Expertise with cloud platforms (e.g., AWS, GCP, Azure).
Experience with containerization technologies (Docker) and orchestration platforms (Kubernetes).
Strong understanding and experience with CI/CD pipelines for software and ML model deployment.
Familiarity with ML lifecycle management tools like MLflow, Weights & Biases, or DVC.

Transform cutting-edge models into production-ready services (APIs, microservices).
Architect and build automated ML lifecycle pipelines.
Optimize models and serving infrastructure for low latency and high throughput.
Implement MLOps practices, monitoring, and observability systems.
Integrate models into core services and applications.
Write clean, well-tested, and maintainable code.
Contribute to code reviews.