Software Engineer
Software Engineer
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$ 104080 - 166320
1 Vacancy
Job Description
Job Summary:
The Red Hat Performance and Scale Engineering org is looking for a Software Engineer to join us in the PSAP (Performance and Scale for AI Platforms) team. As a member of the PSAP team you will be responsible for performance assessment of instructlab workloads and supported large language models on RHEL AI and OpenShift AI. RHEL AI is a Generative AI focussed platform built on top of RHEL and leverages the instructlab open source project. RHOAI is an enterprise grade MLOps Platform built on top of OpenShift.
The work includes performance characterization and optimization of instructlab workloads such as synthetic data generation using LLMs LLM finetuning LLM evaluations and inference using open LLMs all tied together through llamastack and MCP. Our goal is to make instructlab the framework of choice for Red Hats enterprise customers across a broad spectrum of AI accelerators for building Generative AI based applications. You will help us achieve such goals through benchmarking and targeted improvements to the performance of instructlab workloads and supported models. This role needs an engineer that thinks creatively adapts to rapid change and has the willingness to learn and apply new technologies. You will be joining a vibrant open source culture and helping promote performance and innovation in this Red Hat engineering team.
The broader mission of the Performance and Scale org is to establish performance and scale leadership of the Red Hat product and cloud services portfolio. The scope includes component level system and solution analysis and targeted enhancements. The team collaborates with engineering product management product marketing and customer support as well as Red Hats hardware and software ecosystem partners.
What you will do:
Formulate test plans and execute performance and evaluation benchmarks against various instructlab workloads and models to characterize performance drive performance improvements and detect performance regressions through data analysis and visualization
Develop tools and automation to aid the performance benchmarking work
Collaborate with other engineering teams to resolve performance issues
Triage debug and solve customer cases related to instructlab performance
Submit performance benchmarking results to industry consortia
Publish results conclusions recommendations and best practices via internal test reports presentations external blogs and official documentation to support our partners and customers
Participate in internal and external conferences about your work and results
What you will bring:
Performance benchmarking data capture data analysis and data
Experience with performance data collection and analysis tools
Knowledge of popular AI technologies and frameworks
Knowledge of large language model inference and finetuning internals
Programming experience in Python
Experience working with the Linux operating system
Excellent written and verbal language skills in English
The following will be considered a plus:
Masters degree or Phd in Computer Science or related fields
Knowledge of AI performance benchmarking suites such as MLperf
Direct experience working with AI performance profiling tools
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The salary range for this position is $104080.00 $166320.00. Actual offer will be based on your qualifications.Pay Transparency
Red Hat determines compensation based on several factors including but not limited to job location experience applicable skills and training external market value and internal pay equity. Annual salary is one component of Red Hats compensation package. This position may also be eligible for bonus commission and/or equity. For positions with RemoteUS locations the actual salary range for the position may differ based on location but will be commensurate with job duties and relevant work experience.
About Red Hat
Red Hat is the worlds leading provider of enterprise open source software solutions using a communitypowered approach to deliver highperforming Linux cloud container and Kubernetes technologies. Spread across 40 countries our associates work flexibly across work environments from inoffice to officeflex 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.
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!
Note: These benefits are only applicable to full time permanent associates at Red Hat located in the United States.
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.
Red Hat supports individuals with disabilities and provides reasonable accommodations to job applicants. If you need assistance completing our online job application email . General inquiries such as those regarding the status of a job application will not receive a reply.
Employment Type
Full-Time
