Senior Automotive Computer Vision Researcher - Munich, Deutschland - Algolux
Algolux
Munich, Deutschland
Geprüftes Unternehmen
vor 3 Wochen
Beschreibung
Algolux is a globally recognized computer vision company addressing the critical issue of safety for advanced driver assistance systems and autonomous vehicles. Our machine-learning tools and embedded AI software products enable existing and new camera designs to achieve industry-leading performance across all driving conditions. Founded on groundbreaking research at the intersection of deep learning, computer vision, and computational imaging, Algolux has been repeatedly recognized at industry and academic conferences and has been named to the 2021 CB Insights AI 100 List of the world's most innovative artificial intelligence startups.
As a researcher at Algolux, you have the expertise and the ability to make novel research contributions in computer vision, imaging and machine learning.
- Develop and evaluate deep learning models in the wild.
- Don't be satisfied with solving toy problems. Solve the real problem in the wild.
- Build compelling demos and illustrative results.
- Work closely with an established engineering team
Requirements:
- Ph.
- Minimum of 4+ years of relevant experience in Computer Vision systems
- Track record of relevant publications in toptier conferences and journals (ICCV, ECCV, CVPR, SIGGRAPH, NeurIPS, etc.) and/or significant industry experience working as a member of a camera/vision research team.
- Experience with Deep Learning frameworks (Tensorflow, PyTorch, etc.), model architecture design, training methodologies, and data management
.
Desirable Requirements:
- Experience with digital camera systems (sensors and ISPs).
- Handson experience with geometric computer vision.
- C++/Python programming.
- Knowledge of cloudbased and GPU heterogeneous compute platforms.
- Agile development with Git, Bitbucket, pull requests, etc.
