Develop and maintain AI and computer vision components for embedded ADAS systems in automotive platforms.
Locations (4)
Cluj-Napoca, Cluj County, Romania
Jucu, Romania
Bucharest, Bucharest, Romania
Sibiu, Sibiu County, Romania
Responsibilities
Develop / update / maintain various AI / Computer vision component runnables and associated logic, with synchronous / asynchronous behavior and serial / parallel (multi) threading logic
Develop / update / maintain various AI “glue” code for inference / post-processing of AI models / CV algos, as well as (inter)dependencies to other parts of the bigger system (incl. non-ML parts)
Generate and analyze performance of various AI models / CV algos in terms of semantic KPIs using various metrics, on various datasets
Test and analyze performance of various AI models / CV algos in terms of HW efficiency KPIs (e.g. runtime / bandwidth / overall load), both in the form of individual components as well as full system
Integrate model binaries in different production environments, ranging from C++ SW resimulation / target HW to Azure cloud pipelines