Red Hat · 3 months ago
Senior Machine Learning Engineer, LLM Compressor and Quantization
United States
Full-time
Remote
Senior Level
$171K/yr - $282K/yrRed 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 work with product and research teams to develop state-of-the-art deep learning software, implement model compression algorithms, and contribute to the design and testing of inference optimization algorithms.
Enterprise SoftwareInsurTechLinuxOpen SourceOperating SystemsSoftware
Responsibilities
Contribute to the design, development, and testing of various inference optimization algorithms in the vLLM LLM-compressor project
Create and manage training and deployment pipelines
Benchmark and evaluate different quantization approaches to determine the best performance for specific hardware and models
Participate in technical design discussions and provide innovative solutions to complex problems
Give thoughtful and prompt code reviews
Mentor and guide other engineers and foster a culture of continuous learning and innovation
Stay up-to-date with the latest advancements in quantization research
Qualification
Required
Strong understanding of machine learning and deep learning fundamentals with experience in one or more of Computer Vision, NLP, and reinforcement learning
Strong Python and PyTorch experience
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
Strong communications skills with both technical and non-technical team members
BS, or MS in computer science or computer engineering or a related field. A PhD in a ML related domain is considered a plus
Benefits
Comprehensive medical, dental, and vision coverage
Flexible Spending Account - healthcare and dependent care
Health Savings Account - high deductible medical plan
Retirement 401(k) with employer match
Paid time off and holidays
Paid parental leave plans for all new parents
Leave benefits including disability, paid family medical leave, and paid military leave
Additional benefits including employee stock purchase plan, family planning reimbursement, tuition reimbursement, transportation expense account, employee assistance program, and more!
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 & Chief Revenue Officer
Recent News
2026-01-23
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