Position: Software Engineer - GPU, C++, OpenCL, CUDA
Location: Waukesha, WI (Onsite)Exp: 5 - 9 yrs
Key Skills: GPU, C++, OpenCL, CUDA, OneAPI, Matlab Only USC /
GCJob Requirements:
The CT Program is working on upgrading CT scanners used worldwide. The center is currently concentrating on the ongoing enhancement of the next generation of CT machines, including their essential workflows and applications. For that purpose, proficient and experienced resources are required. Primary Objective: Leverage proprietary software platform to implement image processing algorithms on GPUs. (C++/OpenCL/CUDA/OneAPI)Improve image chain performance using heterogeneous high-performance computing (HPC) to meet customer expectations Ensure quality and compliance of productized code per regulatory expectations
Detailed Requirements:
Productized CT image processing algorithms on GPU, including ported algorithms from Matlab to GPU, or OpenCL to CUDAImproved image chain & algorithm performance compared to initial benchmarks Perform GPU profiling, identify algorithm bottlenecks, troubleshoot and resolve performance issues Improve GPU utilization leveraging heterogenous HPC knowledge. Perform testing, reliability analysis, performance benchmarks and document results Execute test procedures with high quality and rigor, following Good Documentation Practices Work Experience
Skills
Programming Languages:
C++, OpenCL, CUDA, OneAPIImage Processing Algorithms: Implementation and optimization on GPUsHigh-Performance Computing (HPC): Knowledge of heterogeneous HPCProfiling and Performance Analysis: GPU profiling, identifying bottlenecks, troubleshooting, and resolving performance issues Testing and Documentation: Performing testing, reliability analysis, performance benchmarks, and documenting results following Good Documentation Practices
Additional Experience:
Productizing Algorithms: Experience in productizing CT image processing algorithms on GPUPorting Algorithms: Experience in porting algorithms from Matlab to GPU or OpenCL to CUDAImproving Performance: Proven track record of improving image chain and algorithm performance compared to initial benchmarks Quality and Compliance: Ensuring quality and compliance of productized code per regulatory expectations Best regards, Prasad Kalsekar | Hudson Manpower Email: prasad@hudsonmanpower.com
