Staff AI Engineer, Edge AI
SonatusAutomotive Software company
Sunnyvale, United States$197,500 - $272,000Lead
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Data & AI
About the role
TL;DR
Lead the development of Edge AI for in-vehicle self-aware health monitoring and prediction.
- •Sonatus is looking for a Staff AI Engineer to lead the development of Edge AI for in-vehicle self-aware health monitoring and prediction.
- •You will build and deploy AI models that analyze continuous data generated in the vehicle during the day-to-day operation.
- •Key Responsibilities Build and train AI Edge models to process unstructured application logs, kernel traces, and multi-modalities.
- •Develop algorithms to automatically cluster log patterns and detect software regressions, race conditions, or crash precursors.
- •Implement logic to correlate signal anomalies across different modalities with system events to identify root causes.
- •Requirements Bachelor’s degree in Computer Science, Electrical Engineering, Software Engineering, or a related field. 7+ years in Machine Learning Engineering, with 3+ years focused on Edge AI or Embedded Systems.
- •Expert Python (for training) and decent working knowledge of modern C++ (C++14/17 for inference).
Required skills
PythonC++PyTorchTensorFlowscikit-learn
Nice-to-have skills
ONNX
Domain expertise
automotive
Benefits & perks
Health care plan (Medical, Dental & Vision), Flexible and Dependent Care Expense program, Retirement plan (401k), Life Insurance (Basic, Voluntary & AD&D), Unlimited paid time off per year, 14+ paid holidays, Hybrid office work arrangement, Complimentary lunches, snacks, and beverages during on-site working days, Wellness benefit allowance, Phone & Internet reimbursement, Computer Accessory Allowance
Tech stack
PythonC++PyTorchTensorFlowONNXscikit-learn