ADAS Engineer

Astemo Americas, Inc. is hiring a Senior Engineer for their Advanced Development Division to focus on deploying and optimizing AI/ML workloads, including ADAS perception models, on embedded automotive SoCs. The role involves working across multiple areas to contribute to both current development needs and emerging software initiatives.

Responsibilities:

• Deploy and optimize AI/ML models on embedded automotive SoCs to meet performance, memory, and efficiency targets
• Apply advanced model optimization techniques while preserving accuracy and intended behavior
• Profile inference pipelines and tune workloads (kernels and model graphs) across heterogeneous compute resources for real-time use
• Develop orchestration and scheduling approaches for AI workloads across heterogeneous compute resources under real-time and power/thermal constraints
• Diagnose deployment-related issues and define validation approaches to evaluate new techniques
• Manage and evaluate trade-offs across accuracy, latency, throughput, memory footprint, and energy consumption; produce data-driven recommendations
• Collaborate with cross-functional teams to transition advanced work into the production stack