Deep Learning Performance Architect
NVIDIA is hiring a Deep Learning Performance Architect in Shanghai, China. Level rates it ; you can apply on NVIDIA.
Level's read on this job
- Level rates this role Builds AI ●●●●: the job is building AI systems.
- The posting mentions Tensor Rt, C and Python among its tools and skills.
- Level classes it as a senior role.
- NVIDIA has 2,700+ other open roles on Level.
AI in this role
Develop highly optimized deep learning kernels and inference software for GPU-accelerated architectures.
We are now looking for a Deep Learning Performance Software Engineer! We are expanding our research and development for Inference. We seek excellent Software Engineers and Senior Software Engineers to join our team.
We specialize in developing GPU-accelerated Deep learning software. Researchers around the world are using NVIDIA GPUs to power a revolution in deep learning, enabling breakthroughs in numerous areas. Join the team that builds software to enable new solutions. Collaborate with the deep learning community to implement the latest algorithms for public release in Tensor-RT. Your ability to work in a fast-paced customer-oriented team is required and excellent communication skills are necessary.
What you’ll be doing:
- Develop highly optimized deep learning kernels for inference
- Do performance optimization, analysis, and tuning
- Work with cross-collaborative teams across automotive, image understanding, and speech understanding to develop innovative solutions
- Occasionally travel to conferences and customers for technical consultation and training
What we need to see:
- Masters or PhD or equivalent experience in relevant discipline (CE, CS&E, CS, AI)
- SW Agile skills helpful
- Excellent C/C++ programming and software design skills
- Python experience a plus
- Performance modelling, profiling, debug, and code optimization or architectural knowledge of CPU and GPU
- GPU programming experience (CUDA or OpenCL) desired
- 5 years of relevant work experience
NVIDIA is widely considered to be one of the technology world’s most desirable employers. We have some of the most brilliant and talented people on the planet working for us. If you're creative and autonomous, we want to hear from you!
How we rate this
Deep Learning Performance Architect at NVIDIA rates 90 out of 100 for how much of the daily work is AI. That makes it Builds AI (AI Level 4 of 4). The level is about AI in the job, not seniority.
Builds AI. The job is building AI systems.
- ●●●● Builds AI80 to 100
- ●●●○ Works on AI60 to 79
- ●●○○ Uses AI40 to 59
- ●○○○ Little AI0 to 39
Levels come from how often the tools, models and workflows of the role are named in the posting itself. Read the description and count the AI tools, models and workflows it names.
Prepare for this job
Built from this posting and from similar jobs on Level.
Skills and AI tools this role asks for
Questions you could be asked
- Tell me about a project where deep learning was part of your work. What did you do?
- Tell me about a project where performance optimization was part of your work. What did you do?
- Tell me about a project where kernel development was part of your work. What did you do?
- Tell me about a project where inference was part of your work. What did you do?
- Walk me through how you've used Tensor Rt in your day-to-day work.
Adapt your resume
- List these exact terms on your resume: Deep learning, Performance Optimization, Kernel Development, Inference, and Tensor Rt. An applicant tracking system matches the wording, not the idea.
- Attach one line of real, concrete experience to at least one of them. A tool named with nothing behind it rarely survives a human read.
- Lead with what you built, trained or shipped. This role is judged on the AI system itself, not the tools around it.
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