Overview
On Site
Depends on Experience
Full Time
Skills
Algorithms
C++
CUDA
MATLAB
Job Details
Role :-C++ programming + CUDA
Location :- Waukesha, WI(Onsite)
Responsibilities: -
- Development of CT Image processing algorithms on GPU using C++ and CUDA
- 5+ years of experience in heterogenous High Performance Computing and proven GPU performance improvement experience.
- Has experience developing test strategies and executing testing of developed software.
- Has experience supporting creation of program documentation--including design documents, test plans, and requirement documents as needed.
- Experience: Overall 5+ years but must have good experience in HPC
Work involved:
- Leverage proprietery software platform to implement reconstruction algorithms on GPUs. (C++/OpenCL/CUDA/OneAPI)
- Productized CT image processing algorithms on GPU, including ported algorithms from Matlab to GPU, or OpenCL to CUDA
- Improve GPU utilization leveraging hetorogenous HPC knowledge.
- Develop quality assurance testing for ported algorithms, execute and benchmark results.
- Troubleshoot algorithm performance, perform GPU profiling to identify performance bottlenecks.
- Investigate any problems or bugs encountered during development or testing, and document the findings to facilitate effective troubleshooting and resolution.
- Improved image chain & algorithm performance compared to initial benchmarks
- Perform testing, reliability analysis, peformance benchmarks and document results
Experience: -
- 8+ Years
Location: -
- Waukesha, WI(Onsite)
Educational Qualifications: -
- Engineering Degree BE/ME/BTech/MTech/BSc/MSc.
- Technical certification in multiple technologies is desirable.
Skills: -
Mandatory skills
- C++ and CUDA
- Image processing algorithms
- (C++/OpenCL/CUDA/OneAPI) Convert existing OpenCL/CUDA algorithms between platforms
Good to have skills: -
- Experience in working on CI/CD Pipelines using GitLab
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