Sr. Engineer - Machine Learning

Magna Electronics

Maharashtra, IN, United States
On-site
Ml based tools for scenario classification
Anomaly detection in test data
Sensor data quality assessment
Magna Electronics is seeking a Senior Engineer specialized in Machine Learning to contribute to the development of advanced automotive technologies. The role entails designing and implementing ML-based tools, collaborating with various teams, and mentoring junior engineers. The company values innovation, diversity, and employee development, providing a dynamic work environment

Job Summary

  • Design and implement ML based tools for scenario classification, tagging, search, anomaly detection, sensor data quality assessment, and behavior analytics.
  • Create scalable pipelines to ingest, preprocess, and transform sensor datasets, and develop automated data curation workflows.
  • Integrate ML applications into existing verification ecosystems and drive innovation by identifying ML opportunities across the ADAS test ecosystem.

Matching Summary

Match Score: 85

Magna Electronics is seeking a Senior Engineer specialized in Machine Learning to contribute to the development of advanced automotive technologies. The role entails designing and implementing ML-based tools, collaborating with various teams, and mentoring junior engineers. The company values innovation, diversity, and employee development, providing a dynamic work environment.

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
  • Continuous dataset and model monitoring

Nice-to-have

  • Smart assistants for test prioritization
  • Ground truth generation tooling
  • Sensor fusion visualization and annotation
  • Offline inference benchmarking
  • Model agnostic interfaces for dataset replay
  • Guidance for junior engineers

Key Requirements

  • Senior Engineer level experience
  • Experience with Docker, CI/CD, artifact versioning
  • Experience with safety expectations and traceability

Work Rights

Not specified

Tailored Resume

Cover Letter