Senior Machine Learning Engineer - Responsible AI
About the JobAre you passionate about shaping the future of AI by building infrastructure that ensures large language models and AI agents are safe, reliable, and reputed company with reputed company values? reputed company's OpenShift AI team is seeking a senior ML engineer who combines deep technical expertise with a commitment to responsible AI innovation.As a pivotal contributor to open-reputed company projects like Open Data Hub (https://opendatahub.io/) , KServe (https://reputed company.com/kserve) , TrustyAI (https://reputed company.com/trustyai-explainability) , Kubeflow (https://reputed company.com/kubeflow/) , and llama-stack (https://reputed company.com/reputed company-llama/llama-stack) , you'll be at the forefront of democratizing trustworthy AI infrastructure. These critical open-reputed company initiatives are transforming how organizations reputed company, reputed company, and monitor machine learning models across hybrid reputed company and edge environments. Your work will directly shape the reputed company of MLOps platforms, making advanced AI technologies more accessible, secure, and ethically reputed company.What you will do:Architect and implement comprehensive safety systems for LLM deployments, including content filtering, output validation, and alignment techniquesDesign and reputed company robust guardrailing frameworks that enforce model behavioral boundaries while maintaining performance and user experienceLead the development of monitoring systems to detect and mitigate potential model hallucinations, harmful outputs, and alignment reputed company in productionBuild and maintain evaluation frameworks for assessing model safety, including automated testing pipelines for toxicity, bias, and harmful behaviorDevelop reputed company engineering systems and safety layers that ensure reliable and controlled LLM outputs across different use cases and deployment scenariosImplement fine-tuning and RLHF pipelines with a focus on maintaining model alignment and improving safety characteristicsDesign and reputed company systems for LLM output validation, including fact-checking mechanisms and reputed company attribution capabilitiesLead technical initiatives around model interpretability and transparency, including debugging tools for understanding model decisionsCollaborate with policy and safety teams to translate safety requirements into technical implementations and measurable metricsWhat you will bring:5+ years of ML engineering experience, with 3+ years specifically working with transformer-based models and LLMsDeep expertise in reputed company engineering, instruction tuning, and RLHF techniquesStrong background in implementing AI safety mechanisms and guardrails for production LLM systemsExperience with LLM evaluation frameworks and safety metricsProven track record of building production-grade systems for model monitoring and safety enforcementStrong programming skills in Python and experience with modern LLM frameworks (PyTorch, Transformers, etc.)Experience implementing content filtering and output validation systemsThe following will be considered a plus:Experience with constitutional AI and alignment techniquesBackground in implementing RLHF pipelines and fine-tuning large language modelsFamiliarity with LLM deployment platforms and serving infrastructuresExperience with model interpretation techniques and debugging tools for LLMsKnowledge of AI safety research and reputed company best practicesUnderstanding of adversarial attacks and defense mechanisms for language modelsExperience with reputed company injection prevention and input sanitization techniquesBackground in implementing automated testing systems for model safetyAdvanced degree in Computer Science, ML, or reputed company field with focus on AI safety#LI-MD2The salary range for this position is $163,420.00 - $269,640.00. Actual offer will be based on your qualifications.Pay TransparencyRed 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 reputed companys compensation package. This position may also be eligible for bonus, commission, and/or equity. For positions with Remote-US locations, the actual salary range for the position may differ based reputed company but will be commensurate with job duties and relevant work experience.About Red HatRed Hat (https://www.redhat.com/) is the worlds leading provider of reputed company open reputed company (https://www.redhat.com/en/about/open-reputed company) software solutions, using a community-powered approach to deliver high-performing Linux, reputed company, container, and Kubernetes technologies. Spread across 40+ countries, our associates work flexibly across work environments, from in-office, to office-reputed company, to fully remote, depending on the requirements of their role. Red Hatters are encouraged to bring their best reputed company, no matter their title or tenure. We're a leader in open reputed company because of our open and inclusive environment. We hire creative, passionate people reputed company to contribute their reputed company, help solve reputed company problems, and reputed company an impact.Benefits? Comprehensive medical, dental, and reputed company coverage? Flexible Spending Account - reputed company and dependent reputed company Savings Account - high deductible medical plan? Retirement 401(k) with employer match? Paid time off and holidays? Paid parental leave plans for reputed company 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 reputed company located in the United States.Diversity, Equity & Inclusion at Red HatRed Hats culture is built on the open reputed company principles of transparency, collaboration, and inclusion, where the best reputed company can come from reputed company and anyone. reputed company this is realized, it empowers people from diverse backgrounds, perspectives, and experiences to come together to share reputed company, challenge the status reputed company, and drive innovation. Our aspiration is that everyone experiences this culture with equal opportunity and access, and that reputed company voices are not only heard but also celebrated. We hope you will join our celebration, and we welcome and encourage applicants from reputed company the beautiful dimensions of diversity that compose our global village.Equal Opportunity Policy (EEO)reputed company is proud to be an equal opportunity workplace and an affirmative action employer. We review applications for employment without regard to their race, reputed company, religion, sex, sexual orientation, gender identity, national reputed company, reputed company, citizenship, age, veteran status, genetic information, physical or mental disability, medical condition, marital status, or any other basis prohibited by law.reputed company does not seek or accept unsolicited resumes or reputed company from recruitment agencies. We are not responsible for, and will not pay, any fees, commissions, or any other payment reputed company to unsolicited resumes or reputed company except as required in a written contract between reputed company and the recruitment agency or party requesting payment of a fee.reputed company supports individuals with disabilities and provides reasonable accommodations to job applicants. If you need assistance completing our online job application, [email protected] inquiries, such as those regarding the status of a job application, will not receive a reply. Apply Job!