Senior Machine Learning Engineer

Who you are

• Experience architecting, training, and deploying deep learning models (transformers or diffusion or flow) into real-world environments
• Track record of driving applied research projects from start to completion, including conception, problem definition, experimentation, iteration, and finally publication or productization
• Experience in software engineering and machine learning algorithm design
• Prior experience in sensor fusion and/or online mapping is highly desirable
• Fluency in Python
• Experience with C++

What the job involves

• The Static World Perception team is responsible for generating the road elements that govern traffic flow for actors within the driving environment
• This is achieved by integrating various onboard data sources, including a priori maps, LiDAR, cameras, GPS, and other available information
• As a Senior Engineer, you will contribute to the development, maintenance, and enhancement of algorithms and systems to ensure the required performance of the online map standards are met
• Work in the team to 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
• Proactively identify limitations with the existing online mapping system and drive improvements
• Align internal stakeholders with strong presentation and communication skills
• Build consensus and execute on team priorities