Senior Software Engineer, Computer Vision - Autonomous Vehicles

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!

What You'll Be Doing:

• 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

What We Need To See:

• 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

Ways To Stand Out From The Crowd:

• 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