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.
The role
Own tasks in the perception ML stack, scaling tasks and improving performance with scalable methods and recipes.
Analyze real-world ML behavior, identify issues and root causes, and propose or implement short- and long-term fixes.
Monitor production ML systems, build automatic detection for issues or regressions, and develop AI-assisted analysis and debugging tooling.
Develop and maintain metrics for perception-relevant issues, including safety-critical and long-tail cases.
Collaborate with downstream teams and cross-functional partners to optimize models for onboard and offboard hardware.
Drive continuous learning from large-scale real-world data, model training at scale, and robust evaluation under real-world constraints.
Analyze real-world ML behavior, identify issues and root causes, and propose or implement short- and long-term fixes.
Monitor production ML systems, build automatic detection for issues or regressions, and develop AI-assisted analysis and debugging tooling.
Develop and maintain metrics for perception-relevant issues, including safety-critical and long-tail cases.
Collaborate with downstream teams and cross-functional partners to optimize models for onboard and offboard hardware.
Drive continuous learning from large-scale real-world data, model training at scale, and robust evaluation under real-world constraints.
See the full job post
Responsibilities, requirements, skills and benefits — create your free account.
or
Already have an account?
Log inSimilar openings
Other roles that could suit you.