Senior Software Engineer - Model Inferencing
- Red Hat
- 3 - 6 years
- Bengaluru
- 3 months ago
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Job Description
The OpenShift AI team seeks a Software Engineer with Kubernetes and Model Inference Runtimes experience to join our rapidly growing engineering team. Our team focuses on making machine learning model deployment and monitoring seamless and scalable across the hybrid cloud and the edge. This is a fascinating opportunity to build and impact the next generation of hybrid cloud MLOps platforms.
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, TGI, PyTorch, 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
- 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
- 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
- Following is considered a plus
- Experience with open-source development is a plus
- Development experience with C++, especially with the CUDA APIs, is a big plus
Job Classification
Industry: IT Services & ConsultingFunctional Area / Department: Engineering - Software & QARole Category: Software DevelopmentRole: Data Platform EngineerEmployement Type: Full timeContact Details:
Company: Red HatLocation(s): Bengaluru
Keyskills: software engineer kubernetes mlops python ibm cloud ai machine learning artificial intelligence git hybrid cloud apis gcp shell jenkins pytorch agile developmen shell scripting agile cloud computing aws red hat programming azure
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