Nvidia Senior Research Engineer Autonomous Vehicles Data Mining 

Germany, North Rhine-Westphalia 

107174058

What you will be doing:

• Developing and applying state-of-the art machine-learning methods for searching in AV data, e.g., to identify driving scenarios from natural language input by using vision language models.

• Building, training and evaluating multi-modal models on our large quantity of videos and related metadata to enable precise searches.

• Taking ownership for the efficient design and leading the implementation of ML-based search methods to bring them to production.

• Communicating and collaborating with our research and production teams to identify and develop novel approaches.

• Mentoring junior engineers and ensuring a high software quality standard.

What we need to see:

• MS or higher or equivalent experience in computer engineering, computer science or related fields.

• 8+ years of relevant experience showing both technical depth and breadth.

• Strong background and proven experience in machine learning, specifically deep learning, computer vision, and robotics or autonomous vehicles.

• Excellent software engineering skills in Python or C/C++ with experience working in and leading large software development projects.

• Evidence that you can seek solutions for hard unsolved problems and build working systems.

• Excellent communication skills, self-motivated, hands-on mentality and a great teammate.

Ways to stand out from the crowd:

• Experience with current state-of-the art approaches for large-scale retrieval problems with images, videos or structured data, e.g., using multi-modal or generative models especially for AV.

• Experience with developing autonomous vehicles in, e.g., perception or planning and control.

• Publications at international relevant conferences (NeurIPS, ICLR, CVPR, ICML etc.)