Sr. Engineer - Machine Learning

Magna Electronics Inc.

Maharashtra, India
Ml based tools for scenario classification
Anomaly detection in test data
Sensor data quality assessment
At Magna, you can expect an engaging and dynamic environment where you can help to develop industry-leading automotive technologies

Job Summary

  • At Magna, you can expect an engaging and dynamic environment where you can help to develop industry-leading automotive technologies.
  • We invest in our employees, providing them with the support and resources they need to succeed.
  • Because we believe that your career path should be as unique as you are.

Matching Summary

At Magna, you can expect an engaging and dynamic environment where you can help to develop industry-leading automotive technologies.

Skills & Requirements

Must-have

  • ML based tools for scenario classification
  • Anomaly detection in test data
  • Sensor data quality assessment
  • Scalable pipelines for data ingestion
  • Automated data curation workflows
  • Reproducible ML workflows using Docker
  • Continuous dataset and model monitoring

Nice-to-have

  • Smart assistants for test prioritization
  • Model agnostic interfaces for dataset replay
  • Ground truth generation tooling
  • Sensor fusion visualization and annotation
  • Offline inference benchmarking
  • Integration into verification ecosystems
  • ML modules for simulation frameworks
  • Scenario orchestration and execution engines
  • Continuous integration & validation pipelines
  • Collaboration with system verification teams
  • Guidance for junior engineers
  • Driving innovation in ADAS test ecosystem

Key Requirements

  • Experience with ML best practices
  • Experience with CI/CD pipelines
  • Experience with artifact versioning
  • Experience with automated tests
  • Experience with safety expectations

Work Rights

Not specified

Tailored Resume

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