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Principal Machine Learning Engineer

at Red Hat

Back to all Data Science / AI / ML jobs
R
Industry not specified

Principal Machine Learning Engineer

at Red Hat

Mid LevelNo visa sponsorshipData Science/AI/ML

Posted 8 hours ago

No clicks

Compensation
Not specified INR

Currency: INR

City
Bengaluru
Country
India

The AI Platform Core Components organization at Red Hat is seeking a PyTorch Machine Learning Engineer to help grow Red Hat’s AI offerings for customers and the community. You will design, implement, and maintain features in PyTorch core (Python and C++), profile and optimize PyTorch execution on CPU and GPUs/accelerators, and build tests and benchmarks. You will debug issues across the stack, contribute fixes upstream, and collaborate with upstream PyTorch maintainers and internal teams, while writing clear docs and design notes. A background of 2-6 years in ML systems and hands-on PyTorch experience is desired.

About the Job:


The AI Platform Core Components organization, part of AI Engineering, is looking for individuals with a passion for Open Source and Machine Learning enthusiasts helping grow the impact of Red Hat’s AI offerings for our customers and the community.


We are looking for a PyTorch Machine Learning Engineer to help improve, extend, and upstream PyTorch on Red Hat platforms. You will work primarily on PyTorch, contributing to PyTorch core, improving performance on modern hardware, and collaborating with the upstream community.


What you will do :

  • Design, implement, and maintain features in PyTorch core (Python and C++), including ops, kernels, and tooling.

  • Profile and optimize PyTorch execution on CPU and GPU/accelerators (Intel, AMD, NVIDIA CUDA).

  • Build tests, benchmarks, and minimal examples to validate correctness and performance.

  • Debug issues across the stack (PyTorch, libraries, hardware, drivers) and contribute fixes upstream.

  • Collaborate with upstream PyTorch maintainers and internal teams; write clear docs and design notes.

  • Contribute to the PyTorch upstream community


What you will bring :

  • 2-6 years of experience in ML systems.

  • Experience contributing to Open Source projects

  • Strong skills in C++ and Python.

  • Hands-on experience with PyTorch (internals, custom ops, or advanced usage).

  • Solid understanding of algorithms, data structures, and performance-oriented coding.

  • Comfortable working in Linux, Git, and modern development workflows


The following are considered a Plus :

  • Familiarity with numerical computing, vectorization, and low-level performance profiling tools.

  • Prior contributions to PyTorch or other ML/AI open-source projects.

  • Experience with CUDA, ROCm/AMD GPUs, or Intel GPU/oneAPI.

#LI-AK1

About Red Hat

Red Hat is the world’s 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. We're 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 Hat’s 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.


Red Hat supports individuals with disabilities and provides reasonable accommodations to job applicants. If you need assistance completing our online job application, email application-assistance@redhat.com. General inquiries, such as those regarding the status of a job application, will not receive a reply.

Principal Machine Learning Engineer

at Red Hat

Back to all Data Science / AI / ML jobs
R
Industry not specified

Principal Machine Learning Engineer

at Red Hat

Mid LevelNo visa sponsorshipData Science/AI/ML

Posted 8 hours ago

No clicks

Compensation
Not specified INR

Currency: INR

City
Bengaluru
Country
India

The AI Platform Core Components organization at Red Hat is seeking a PyTorch Machine Learning Engineer to help grow Red Hat’s AI offerings for customers and the community. You will design, implement, and maintain features in PyTorch core (Python and C++), profile and optimize PyTorch execution on CPU and GPUs/accelerators, and build tests and benchmarks. You will debug issues across the stack, contribute fixes upstream, and collaborate with upstream PyTorch maintainers and internal teams, while writing clear docs and design notes. A background of 2-6 years in ML systems and hands-on PyTorch experience is desired.

About the Job:


The AI Platform Core Components organization, part of AI Engineering, is looking for individuals with a passion for Open Source and Machine Learning enthusiasts helping grow the impact of Red Hat’s AI offerings for our customers and the community.


We are looking for a PyTorch Machine Learning Engineer to help improve, extend, and upstream PyTorch on Red Hat platforms. You will work primarily on PyTorch, contributing to PyTorch core, improving performance on modern hardware, and collaborating with the upstream community.


What you will do :

  • Design, implement, and maintain features in PyTorch core (Python and C++), including ops, kernels, and tooling.

  • Profile and optimize PyTorch execution on CPU and GPU/accelerators (Intel, AMD, NVIDIA CUDA).

  • Build tests, benchmarks, and minimal examples to validate correctness and performance.

  • Debug issues across the stack (PyTorch, libraries, hardware, drivers) and contribute fixes upstream.

  • Collaborate with upstream PyTorch maintainers and internal teams; write clear docs and design notes.

  • Contribute to the PyTorch upstream community


What you will bring :

  • 2-6 years of experience in ML systems.

  • Experience contributing to Open Source projects

  • Strong skills in C++ and Python.

  • Hands-on experience with PyTorch (internals, custom ops, or advanced usage).

  • Solid understanding of algorithms, data structures, and performance-oriented coding.

  • Comfortable working in Linux, Git, and modern development workflows


The following are considered a Plus :

  • Familiarity with numerical computing, vectorization, and low-level performance profiling tools.

  • Prior contributions to PyTorch or other ML/AI open-source projects.

  • Experience with CUDA, ROCm/AMD GPUs, or Intel GPU/oneAPI.

#LI-AK1

About Red Hat

Red Hat is the world’s 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. We're 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 Hat’s 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.


Red Hat supports individuals with disabilities and provides reasonable accommodations to job applicants. If you need assistance completing our online job application, email application-assistance@redhat.com. General inquiries, such as those regarding the status of a job application, will not receive a reply.

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