Senior Software Systems Engineer, Motion Planning - Autonomous Vehicles
SCRAPED
Used Tools & Technologies
Not specified
Required Skills & Competences ?
Software Development @ 4 Linux @ 4 Algorithms @ 4 Machine Learning @ 4 Mathematics @ 4 Jira @ 4 Agile @ 4Details
We are seeking an enthusiastic Motion / Trajectory planning and controls software engineer to develop key features for our autonomous driving platform. In this role, you will work on Trajectory planning and Trajectory Optimization feature of the Nvidia AV stack and work closely with Behavior planning and controls developers to build focused software solutions. You will work production-ready code that transform the autonomous driving experience working closely with our OEM Automotive partners.
Responsibilities
- Developing optimization algorithms
- Modeling desired L2/L3/L4 vehicle behavior and driving modes as an optimal-control problems
- Designing the overall software architecture for a particular feature or component
- Maturing prototype software to production quality
Requirements
- MS or higher in an engineering or technical field (Computer Science, Mathematics, Control, Optimization, Machine Learning, Reinforcement Learning, etc.) or equivalent experience
- 8+ years of practical experience
- Experience writing software in C++
- Strong skills in applied mathematics including linear algebra, differential equations, numerical methods and convex optimization
- Comfort with Agile/Scrum software development environment in Linux using GitLab, JIRA, Gerrit (or similar)
Ways to stand out from the crowd
- Experience in working in product development in AV and vehicle test environment
- Expertise in developing optimization solvers: linear & quadratic programming, sequential quadratic programming, and fully nonlinear, and their applications in model-predictive control systems for vehicle dynamic models
- Experience working with motion planning algorithms (sampling-based or grid-search, etc.) and interfacing with ML trajectory outputs
About NVIDIA
Academic and commercial groups around the world are powering a revolution in artificial intelligence using deep learning techniques running on NVIDIA GPUs, enabling breakthroughs in problems from image classification to speech recognition to natural language processing and autonomous vehicles. Intelligent AI computers that can learn, reason and interact with people are no longer science fiction. Today, a self-driving car powered by AI can meander through a country road at night and find its way. An AI-powered robot can learn motor skills through trial and error. This is truly an outstanding time. The era of AI has begun and NVIDIA is leading the drive with revolutionary hardware and software. Come join us at NVIDIA!
The base salary range is 184,000 USD - 356,500 USD. Your base salary will be determined based on your location, experience, and the pay of employees in similar positions. You will also be eligible for equity and benefits. NVIDIA is committed to fostering a diverse work environment and proud to be an equal opportunity employer.