Senior Applied Research Scientist, Perception
Is this job for you?
Build my CV Build your CV and see how well you match this role — and every other one.
Track your applications on mobile The free Whileresume app, on iPhone and Android.
The role
Own tasks in the perception ML driver, scaling methods and recipes to improve performance and throughput.
Analyze the behavior of ML systems in real-world autonomous driving, identify root causes, and propose short- and long-term solutions.
Monitor production ML systems and develop automatic detection of issues, along with AI-assisted debugging tooling.
Develop and maintain metrics for perception-related issues, including safety-critical and long-tail scenarios.
Collaborate with downstream teams to optimize integration into the autonomous drive stack and work with large-scale driving data and simulation.
Qualifications include a Bachelor's in CS or equivalent with 3+ years in ML and CV; Python, PyTorch or JAX, and preferred MS/PhD and C++ experience.
Analyze the behavior of ML systems in real-world autonomous driving, identify root causes, and propose short- and long-term solutions.
Monitor production ML systems and develop automatic detection of issues, along with AI-assisted debugging tooling.
Develop and maintain metrics for perception-related issues, including safety-critical and long-tail scenarios.
Collaborate with downstream teams to optimize integration into the autonomous drive stack and work with large-scale driving data and simulation.
Qualifications include a Bachelor's in CS or equivalent with 3+ years in ML and CV; Python, PyTorch or JAX, and preferred MS/PhD and C++ experience.
See the full job post
Responsibilities, requirements, skills and benefits — create your free account.
or
Already have an account?
Log inYou might also like these jobs
No closely matching jobs yet — here are the most recent ones.