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Astemo
Farmington Hills, Michigan, United States; (Astemo)USAM Farmington Hills Office
Source: Astemo careers · View original posting
From Astemo's posting. “We” and “our” refer to the employer.
ASTEMO AMERICAS, INC.
Engineering
Position Overview and Objective
Astemo's Advanced Development Division is hiring a Senior Engineer to own the deployment and optimization of AI/ML workloads, including ADAS perception models, LLMs, and Vision-Language-Action (VLA) models, on embedded automotive SoCs. The engineer will work across multiple areas as priorities evolve and is expected to contribute to both current development needs and emerging software initiatives.
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.
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