The scope of work includes collecting and preparing data for internal clients who require simulation data for test scenarios of autonomous vehicles.
Data Analyst
Twój zakres obowiązków
- Data curation: Searching for frames (images) and video clips using Data Scout (Nvidia tool); Generating video clips based on selected frames (e.g., ±5 sec. from the given frame); Ensuring results meet required distributions (day/night, rural/urban/highway)
- Data augmentation: Time-based upsampling – generating additional frames in a wider time window; GPS-based upsampling (SignNet/RoadMark) ; H3 grid-based upsampling (SignNet/RoadMark)
- Curation management: Creating and tracking corner cases in the CCM tool; Building datasets and exporting selected results (frames) in CSV format ; Submitting relevance check requests (to ensure quality of results); Queueing data for further stages (labeling or pre-labeling queue)
Nasze wymagania
- At least 3–4 years of professional experience, ideally in the automotive or telecommunications industry
- Strong background in working with data and analytical tools
- Ability to organize and manage own work independently
- Proficiency in key technologies: SQL, Databricks, Python , Cursor