Senior Machine Learning Engineer
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Job Description
Senior Machine Learning Engineer developing deep-learning perception and mapping systems for Stack AV’s L4 autonomous trucking technology. Building real-time, safety-critical software and generative AI algorithms.
Responsibilities:
- Develop, maintain, and enhance algorithms and systems meeting online map performance standards
- Deliver state-of-the-art online and offline perception and generative AI algorithms and systems for L4 self-driving vehicles
- Write robust software for real-time, resource-constrained, safety-critical applications
- Drive features and work streams from problem statement to delivery
- Identify limitations in the existing online mapping system and drive improvements
- Align internal stakeholders through presentations and communication
- Build consensus and execute team priorities
Requirements:
- Experience architecting, training, and deploying deep learning models, including transformers, diffusion, or flow models, into real-world environments
- Track record of driving applied research projects from conception through problem definition, experimentation, iteration, and publication or productization
- Experience in software engineering and machine learning algorithm design
- Prior experience in sensor fusion and/or online mapping highly desirable
- Fluency in Python
- Experience with C++
- Candidate residence, U.S. person status, and/or citizenship status may need to be verified
- May need to meet U.S. export control and national security-related requirements
Benefits:
- Equal opportunity workplace committed to inclusion across gender, race, age, sexual orientation, religion, disability, and identity
- Potential consideration for a different position if national security/export-control restrictions prevent employment in this position
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