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Senior AI/ML Engineer - AV Pipelines & Lineage - General Motors
ML Engineer
Lead the design and implementation of AI/ML pipelines for autonomous vehicle perception, ensuring robust data lineage, model training, and deployment across cloud platforms.
About the role
Key Responsibilities
- Architect and maintain end‑to‑end ML pipelines for autonomous vehicle perception, from data ingestion to model inference.
- Implement data lineage tracking and metadata management to support reproducibility and compliance.
- Collaborate with software, hardware, and safety teams to integrate models into real‑time AV systems.
- Optimize model training workflows using distributed computing and cloud services (AWS, GCP).
- Develop monitoring and alerting for model drift, performance, and data quality.
Requirements
- 5+ years of experience in AI/ML engineering, preferably in autonomous driving or robotics.
- Strong proficiency in Python, TensorFlow/PyTorch, and deep learning frameworks.
- Hands‑on experience with data engineering tools (Airflow, Spark) and cloud platforms (AWS, GCP).
- Solid understanding of computer vision techniques and sensor fusion.
- Excellent problem‑solving skills and ability to work in a fast‑paced, cross‑functional environment.
Skills
pythonmachine learningdeep learningcomputer visionaws