7 hours ago
Responsibilities
- Develop 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 through delivery.
- Identify limitations in the online mapping system and drive improvements.
- Align stakeholders through presentations, communication, consensus-building, and execution on team priorities.
Requirements
- Experience architecting, training, and deploying deep learning models using transformers, diffusion, or flow approaches.
- Track record of driving applied research projects from conception and problem definition through experimentation, iteration, and publication or productization.
- Experience in software engineering and machine learning algorithm design.
- Prior experience with sensor fusion and/or online mapping is highly desirable.
- Fluency in Python and experience with C++.
Benefits
- Equal opportunity workplace committed to inclusion, entrepreneurship, and innovation.
- The position may require verification of residence, U.S. person status, and/or citizenship status and may be subject to U.S. export-control or national-security restrictions.
Categories
ML EngineeringRobotics
About Stack AV
Stack AV builds autonomous driving software and integrated systems for commercial trucking, combining AI perception, planning, robotics, and cloud-based fleet operations. The company works with freight carriers and logistics operators to pilot and deploy autonomy-enabled trucking solutions and supporting services. Founded in 2023 and headquartered in Pittsburgh, PA, it is a privately held firm focused on long-haul and hub-to-hub routes.