Senior Software Engineer Model Inferencing
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Job Location:
Monthly Salary:
Posted on:
30+ days ago
Vacancies:
1 Vacancy
Job Summary
About the Job :
Red Hat OpenShift AI is a flexible scalable artificial intelligence (AI) and machine learning (ML) platform that enables enterprises to create and deliver AI-enabled applications at scale across hybrid cloud environments. Built using open-source technologies OpenShift AI provides trusted operationally consistent capabilities for teams to experiment serve models and deliver innovative apps.
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 will you 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
What will you 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
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
The 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
#LI-AK1
About Red Hat
Red Hat is the worlds leading provider of enterprise open source software solutions using a community-powered approach to deliver high-performing Linux cloud container and Kubernetes technologies. Spread across 40 countries our associates work flexibly across work environments from in-office to office-flex to fully remote depending on the requirements of their role. Red Hatters are encouraged to bring their best ideas no matter their title or tenure. Were a leader in open source because of our open and inclusive environment. We hire creative passionate people ready to contribute their ideas help solve complex problems and make an impact.
Inclusion at Red Hat
Red Hats culture is built on the open source principles of transparency collaboration and inclusion where the best ideas can come from anywhere and anyone. When this is realized it empowers people from different backgrounds perspectives and experiences to come together to share ideas challenge the status quo and drive innovation. Our aspiration is that everyone experiences this culture with equal opportunity and access and that all voices are not only heard but also celebrated. We hope you will join our celebration and we welcome and encourage applicants from all the beautiful dimensions that compose our global village.
Equal Opportunity Policy (EEO)
Red Hat is proud to be an equal opportunity workplace and an affirmative action employer. We review applications for employment without regard to their race color religion sex sexual orientation gender identity national origin ancestry citizenship age veteran status genetic information physical or mental disability medical condition marital status or any other basis prohibited by law.
Red Hat does not seek or accept unsolicited resumes or CVs from recruitment agencies. We are not responsible for and will not pay any fees commissions or any other payment related to unsolicited resumes or CVs except as required in a written contract between Red Hat and the recruitment agency or party requesting payment of a fee.
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Required Experience:
Senior IC
Key Skills
- Python
- C/C++
- Fortran
- R
- Data Mining
- Matlab
- Data Modeling
- Laboratory Techniques
- MongoDB
- SAS
- Systems Analysis
- Dancing
About Company
We revolutionized the operating system with Red Hat® Enterprise Linux®. Now, we have a broad portfolio, including hybrid cloud infrastructure, middleware, agile integration, cloud-native application development, and management and automation solutions. With Red Hat technologies, compa ... View more
