Red hat Senior AI Performance Engineer - Red Hat OpenShift 

Israel, Center District, Raanana 

793997804

What you will do:

• Execute performance and scalability benchmarks against various components of the RHEL/OpenShift AI platform to drive improvements, detect regressions etc through data analysis and visualization

• Develop tools and automation to aid the performance benchmarking work

• Collaborate with other teams to resolve performance issues

• Triage, debug, and solve customer cases related to AI performance

• Submit performance benchmarking results to industry consortia

• Publish results, conclusions, recommendations and best practices via internal test reports, presentations, and external blogs to support our partners and customers.

• Participate in internal and external conferences about your work and results

What you will bring:

• Vast experience with AI technologies and frameworks (Pytorch, vllm, transformers, etc)

• Experience in running performance tests, data capture, data analysis, and data visualization

• Experience with systems performance engineering and metrics collection tools such as iostat, vmstat, sar, perf, pcp, prometheus, etc

• Programming experience in Python

• Experience working with the Linux operating system (RHEL, Fedora or CentOS preferred)

• Excellent written and verbal language skills in English

Following is considered a plus:

• Masters degree or Phd in Computer Science and related fields

• Experience with container technologies (podman, Kubernetes)

• Knowledge of AI benchmarking suites such as MLperf

• Experience working with hardware accelerators such as GPUs

• Experience working on a MLOps platform

• Experience managing deep learning infrastructure