Software Engineer, II
Ann Arbor, MI
Torc Robotics
An AV leader since 2007, Torc is commercializing autonomous, self-driving trucks for safe, sustained innovation in the trucking industry.About the Company
At Torc, we have always believed that autonomous vehicle technology will transform how we travel, move freight, and do business.
A leader in autonomous driving since 2007, Torc has spent over a decade commercializing our solutions with experienced partners. Now a part of the Daimler family, we are focused solely on developing software for automated trucks to transform how the world moves freight.
Join us and catapult your career with the company that helped pioneer autonomous technology, and the first AV software company with the vision to partner directly with a truck manufacturer.
What you'll do:
- Implement highly efficient deep learning models and algorithms optimized for NVIDIA GPUs
- Leverage data parallelism, CUDA programming, and C++ expertise to optimize on-vehicle performance of various ML and perception algorithms for autonomous vehicles
- Collaborate with machine learning engineers and domain experts across multiple disciplines to guide development of highly performant algorithms
- Analyze and optimize algorithm workloads using profiling and optimization tools, identifying and eliminating performance bottlenecks
- Document your work clearly and concisely, sharing knowledge effectively with team members
What you’ll need to Succeed:
- Bachelor's degree in computer science, data science, artificial intelligence, or related field with 2+ years of professional experience or a master's degree
- Proficiency in modern C++ (14 or more recent) with the ability to write efficient and maintainable code for both performance and flexibility
- Experience optimizing ML or software algorithms in C++ for on-chip performance
- Familiarity with Python, CUDA, parallel computing, and high-performance software concepts
- Strong communication and teamwork skills
Bonus points!
- Experience with autonomous vehicle systems
- Experience working on safety critical systems
- Experience with NVIDIA libraries and frameworks
- Experience with deep learning frameworks such as Tensor RT, PyTorch, or ONNX
At Torc, we’re committed to building a diverse and inclusive workplace. We celebrate the uniqueness of our Torc’rs and do not discriminate based on race, religion, color, national origin, gender (including pregnancy, childbirth, or related medical conditions), sexual orientation, gender identity, gender expression, age, veteran status, or disabilities.
Even if you don’t meet 100% of the qualifications listed for this opportunity, we encourage you to apply.
* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Tags: Autonomous Driving Computer Science CUDA Deep Learning Machine Learning ONNX Python PyTorch
Perks/benefits: Career development
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