2027 Summer Intern, PhD
Core
Define requirements and verification items for pedestrian detection models; analyze logs and test data to evaluate performance and identify false-positive clusters.
Role type
Summer intern, PhD-level requirements engineer (autonomous driving)
Builds
Evaluation frameworks for Perception teams
Domain
Autonomous vehicles / Perception
Deliverable
production ML models
Required skills
requirements engineering, verification item authoring, data analysis, SQL, Python
Preferred skills
large dataset handling, test flow automation, autonomous vehicle stack knowledge, sensor-to-Perception pipelines
Responsibilities
Determine and author requirements and verification items for pedestrian detection models; Collect and analyze data from existing logs and structured tests to evaluate requirements and identify false-positive clusters; Run evaluations and triage results to track performance and release-over-release changes; Build and use evaluation frameworks to identify improvement opportunities for Perception teams