Red Hat · 10 hours ago
Senior Machine Learning Engineer
Boston, MA
Full-time
Hybrid
Senior LevelRed Hat is the world’s leading provider of enterprise open source software solutions, and they are seeking a Senior Machine Learning Engineer focused on model optimization algorithms. In this role, you will collaborate with product and research teams to develop deep learning software, implement model compression algorithms, and contribute to the development of LLM training and deployment pipelines.
Enterprise SoftwareInsurTechLinuxOpen SourceOperating SystemsSoftware
Responsibilities
Contribute to the design, development, and testing of various inference optimization algorithms in the vLLM , and related projects, such as llm-d
Create and manage inference serving deployment pipelines
Benchmark, profile, and evaluate different parallelizations, quantization and sparsification approaches to determine the best performance for specific hardware and models
Stay up-to-date with the latest advancements in the open source LLM model architecture, LLM Inference parallelizations/optimizations techniques, and quantization research
Stay up-to-date of latest CPU and GPU hardware architecture and features to boost AI inference performance
Give thoughtful and prompt code reviews
Continuous collaboration with internal and external open source comitters and contributors while contributing to vLLM and related projects
Qualification
Required
Strong understanding of machine learning and deep learning fundamentals with experience in one or more of LLM Inference Optimizations, Computer Vision, NLP, and reinforcement learning
Experience with tensor math libraries such as PyTorch and NumPy
Strong programming skills with proven experience implementing Python based machine learning solutions
Ability to develop and implement research ideas and algorithms
Experience with mathematical software, especially linear algebra
Understanding of Linear Algebra, Gradients, Probability, and Graph Theory
BS, or MS, or PhD in computer science or computer engineering or a related field
Company
Red Hat
Red Hat is a software company that offers enterprise open-source software solutions. It is a sub-organization of IBM.
Founded in 1993
10001+ employees
H1B Sponsorship
Red Hat has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Represents job field similar to this job
Trends of Total Sponsorships
2025 (159)
2024 (148)
2023 (156)
2022 (181)
2021 (154)
2020 (106)
Funding
Current Stage
Public CompanyTotal Funding
unknown2018-10-28Acquired
1999-08-20IPO
1999-03-09Corporate Round
Leadership Team
Chris Wright
Chief Technology Officer and Senior Vice President Global Engineering
Andrew Brown
Senior Vice President and Chief Revenue Officer
Recent News
2026-01-12
2026-01-11
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