Software Engineer - Software Engineer - GPU,C++,OpenCL,CUDA Job Waukesha area,Wisconsin USA,IT/Tech

Position: Software Engineer - GPU, C++, OpenCL, CUDA

Location: Waukesha, WI (Onsite)

Experience: 5 – 9 yrs

Key

Skills:

GPU, C++, OpenCL, CUDA, OneAPI, Matlab

Only USC / GC

Job 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 CUDA

Improved image chain & algorithm performance compared to initial benchmarks

Perform GPU profiling, identify algorithm bottlenecks, troubleshoot and resolve performance issues

Improve GPU utilization leveraging heterogeneous 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, OneAPI

Image Processing Algorithms:
Implementation and optimization on GPUs

High-Performance Computing (HPC):
Knowledge of heterogeneous HPC

Profiling 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 GPU

Porting Algorithms:
Experience in porting algorithms from Matlab to GPU or OpenCL to CUDA

Improving 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

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Software Engineer - Software Engineer - GPU, C++, OpenCL, CUDA