Senior / Principal Machine Learning Engineer, Pytorch Engineering
- Red Hat
- 7 - 12 years
- Bengaluru
- 10 days ago
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Job Description
The future of open source AI starts with you. At Red Hat, were looking for engineers who want to become an integral part of democratizing Al technology, making open source AI available and accessible to all. Al Engineering is a newly formed team where you'll have the scope and impact to make your mark and get your ideas into people's hands. Red Hat's open culture fosters collaboration and allows the best ideas to grow. You will have the opportunity to actively participate in communities like KServe, Kubeflow, and VLLM, and be part of a team that values and expects contributions from all levels. Here, you'll have freedom to innovate, and to focus on challenging, high-impact work that makes a difference. Were looking for experienced Senior and Principal Machine Learning Engineers across two teams InstructLab and OpenShift AI. In this role, you will build, optimize, and scale machine learning models while contributing to innovative AI-driven solutions, and assisting users in understanding ML predictions. During the hiring process, we'll work with you to determine the best team placement based on your background and interests. While the core job requirements remain consistent, your day-to-day responsibilities will align with your chosen team's objectives. Successful applicants must reside in a country where Red Hat is registered to do business. What you will doSpecific responsibilities will vary based on team placement, but may include:
Design and implement machine learning systems
Develop and optimize ML models for production use
Create and maintain ML infrastructure and pipelines
Ensure ML systems are scalable and maintainable
Collaborate with data scientists to productionize models
Collaborate closely with researchers, software developers, and upstream AI/ML communities
Mentor and guide other team members
Experience in AI development, deep learning, machine learning libraries (e.g. pytorch, scikit-learn), prompt engineering, and/or fundamental mathematics
Experience in feature engineering
Experience in Go or Python development
Experience in Kubernetes, OpenShift, Docker, or other cloud-native technologies
Experience in agile development, Jira, and Git
Ability to quickly learn and use new tools and technologies
Excellent written and verbal communication skills
Masters or PhD in Machine Learning (ML) or Natural Language Processing (NLP)
Active participation in KServe, TrustyAI, Kubeflow, or other open source communities
Specialized expertise in specific AI domains (NLP, Computer Vision, MLOps, etc.)
Red Hat supports individuals with disabilities and provides reasonable accommodations to job applicants. If you need assistance completing our online job application, email ap*******************e@re***t.com . General inquiries, such as those regarding the status of a job application, will not receive a reply.
Job Classification
Industry: IT Services & ConsultingFunctional Area / Department: Engineering - Software & QARole Category: Software DevelopmentRole: Head - EngineeringEmployement Type: Full timeContact Details:
Company: Red HatLocation(s): Bengaluru+ View Contact
Keyskills: kubernetes python scikit-learn machine learning deep learning software development natural language processing mathematics openshift golang redhat linux python development docker open source git computer vision linux pytorch agile jira ml
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