Senior Research Engineer, Autonomous Vehicles Data Mining
AI Summary ✨
Requirements:
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
Nice to haves:
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.)
What you'll 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
Perks and benefits:
NVIDIA is widely considered to be one of the technology world's most desirable employers
We have some of the most forward-thinking and hardworking people in the world working for us
Equal opportunity employer that values diversity
Reasonable accommodation for individuals with disabilities