Senior Software Engineer, Data Analysis
Core
Develop algorithms and data analysis pipelines for test route generation and map preparation metrics to support global scaling of an autonomous driving product.
Role type
Senior Software Engineer, Data Analysis
Builds
GeoTrack tool, Map Dashboard, test route generation pipelines
Domain
Autonomous driving, mapping, navigation
Deliverable
production ML models | product features
Required skills
data analysis, algorithm development, computer vision, autonomous driving systems, map technologies (SD/HD map), statistical analysis, database management, performance optimization
Preferred skills
practical experiments in autonomous driving, solving sophisticated problems in the field
Technologies
SD map, HD map, data analysis technologies
Responsibilities
Align with PM team to clarify statistical requirements for business scenarios, coordinate with Infra and Data teams to understand data scope, partner with engineers to develop algorithms and pipelines, sync with scaling project team for dashboard requirements, iterate and optimize algorithm performance and runtime speed
Seniority
Senior, hands-on IC