Red hat Senior Software Engineer - Model Inferencing United States, North Carolina, Raleigh 276355981
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What You Will Do
Develop and maintain a high-quality, high-performing ML inference runtime platform for multi-modal and distributed model serving.
Contribute directly to upstream inference runtime communities such as vLLM (https://github.com/vllm-project/vllm) , TGI (https://github.com/huggingface/text-generation-inference) , PyTorch (https://github.com/pytorch) , OpenVINO (https://github.com/openvinotoolkit/openvino) , and others.
Maintain CI/CD build pipelines for container images that allow faster, more secure, reliable, and frequent releases
Coordination and communication with various stakeholders
Applying a growth mindset by staying up to date with AI and ML advancements
What You Will Bring
Highly experienced with programming in Python and PyTorch
Familiarity with model parallelization, quantization, and memory optimization using vLLM, TGI, and other inference libraries.
Experience with Python packaging, such as PyPI libraries
Development experience with C++, especially with the CUDA APIs, is a big plus
Solid understanding of the fundamentals of model inference architectures
Experience with Jenkins, Git, shell scripting, and related technologies
Experience with the development of containerized applications in Kubernetes
Experience with Agile development methodologies
Experience with Cloud Computing using at least one of the following Cloud infrastructures: AWS, GCP, Azure, or IBM Cloud
Ability to work across a large, distributed, hybrid engineering team
Experience with open-source development is a plus
The salary range for this position is $116,270.00 - $191,840.00. Actual offer will be based on your qualifications.
Pay Transparency
● Comprehensive medical, dental, and vision coverage
● Flexible Spending Account - healthcare and dependent care
● Health Savings Account - high deductible medical plan
● Retirement 401(k) with employer match
● Paid time off and holidays
● Paid parental leave plans for all new parents
● Leave benefits including disability, paid family medical leave, and paid military leave
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