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TORC Robotics
Blacksburg, VA | Full Time
$97k-124k (estimate)
2 Weeks Ago
Senior C++ Deep Learning Engineer, GPU Optimization
TORC Robotics Blacksburg, VA
$97k-124k (estimate)
Full Time | Business Services 2 Weeks Ago
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TORC Robotics is Hiring a Remote Senior C++ Deep Learning Engineer, GPU Optimization

Meet the team:

Torc's virtual driver software utilizes cutting-edge deep learning techniques to perceive the vehicle's environment, predict the movements of other vehicles, and execute accurate driving decisions. We are actively seeking a highly experienced senior engineer to lead the optimization of advanced deep learning applications. This is an exceptional opportunity for you to have a significant impact on the future of the autonomous vehicle industry by enhancing AI performance. 

What you'll do: 

  • Design and implement highly efficient deep learning models and algorithms optimized for NVIDIA GPUs
  • Leverage data parallelism and CUDA programming to accelerate deep learning training and inference, achieving significant performance gains
  • Stay abreast of the latest advancements in deep learning frameworks like TensorFlow and PyTorch, maximizing their potential on GPUs
  • Collaborate with machine learning engineers to develop innovative and performant deep learning solutions
  • Analyze and optimize deep learning workloads using profiling and optimization tools, identifying and eliminating performance bottlenecks
  • Contribute to the development of internal tools and libraries to further enhance deep learning performance on GPUs
  • 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 6 years of professional experience or a master's degree with 3 years of experience 
  • Mastery of Modern C (14 or more recent) and Python, with the ability to write efficient and maintainable code for both performance and flexibility
  • Familiarity with object-oriented software design patterns, and their implementation in C
  • In-depth knowledge of CUDA programming and experience with optimizing deep learning kernels
  • Excellent understanding of parallel computing (GPGPU) and high-performance (HPC) concepts 
  • Excel at working in a highly collaborative environment 
  • Familiarity with AGILE development practices 
  • Comfortable using collaborative development tools such as Git and Jira
  • Ability to adhere to company coding standards
  • Proven dedication to writing production-quality code that is robust, efficient, portable, maintainable, and bug-free

Bonus points! 

  • PhD with 1 years of experience 
  • Experience working on safety critical systems 
  • Experience with other relevant NVIDIA libraries and frameworks, such as CUBLAS, CuDNN, and NPP
  • Deep Learning frameworks such as TensorFlow, PyTorch, or Caffe 

Perks of Being a Full-time Torc’r

Torc cares about our team members and we strive to provide benefits and resources to support their health, work/life balance, and future. Our culture is collaborative, energetic, and team focused.

Torc offers:

  • A competitive compensation package that includes a bonus component and stock options 
  • 100% paid medical, dental, and vision premiums for full-time employees
  • 401K plan with a 6% employer match 
  • Flexibility in schedule and generous paid vacation (available immediately after start date)
  • Company-wide holiday office closures 
  • AD D and Life Insurance

Job Summary

JOB TYPE

Full Time

INDUSTRY

Business Services

SALARY

$97k-124k (estimate)

POST DATE

04/13/2024

EXPIRATION DATE

04/26/2024

WEBSITE

torc.ai

HEADQUARTERS

BLACKSBURG, VA

SIZE

200 - 500

FOUNDED

2005

CEO

MICHAEL FLEMING

REVENUE

$10M - $50M

INDUSTRY

Business Services

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