About the job
We are looking for a Senior Software Engineer for our Autonomous Vehicle organization. The team combines state-of-the-art Machine Learning and Computer Vision techniques to run offline perception tasks. We seek the best engineers who are passionate about solving problems for self-driving cars and have a strong background in software development. We build platforms, web services, and tools to ingest terabytes of sensor data through a complex pipeline, using advanced deep learning models and mathematical algorithms to produce the highest-quality detection features for self-driving cars. Are you interested in building future technologies to serve millions of self-driving cars across the globe? If so, join us!
Responsibilities
Advance Deep Learning components for both training and inference stages
Developing tools to generate and handle big training datasets for different Deep Learning models
Developing computer vision algorithms for Deep Learning data preprocessing and post-processing
Integrating Deep Learning algorithms into realistic large-scale offline perception pipelines
Collaborating with other engineering teams within NVIDIA
Qualifications
Minimum
A deep understanding of and experience applying modern Machine Learning techniques to real-world applications
MS/PhD Computer science or related areas (or equivalent experience)
8+ years of industry experience
Strong mathematical foundation, such as Geometry, Linear Algebra, and Numerical Analysis
Proficient in C++ and Python, with ability to write clean maintainable code.
A self-motivated, collaborative and problem-solving mindset
Strive to learn, solve, and own hard problems end to end
Ability to work with multiple teams
Preferred
Previous experience with HD map generation.
Strive to learn, solve, and own hard problems end to end.
Good communication and analytical skills.
Great team player but an independent self starter