Senior Software Engineer, Computer Vision - Autonomous Vehicles
About The Position
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!
Requirements
- 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
Nice To Haves
- 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
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
Benefits
- You will also be eligible for equity and benefits.
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What This Job Offers
Job Type
Full-time
Career Level
Senior
