Senior Machine Learning Engineer - AI Eval & Safety

About the Job Are 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? Red Hats 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 reputed company-reputed company projects like reputed company Data Hub, KServe, TrustyAI, Kubeflow and llama-stack, youll be at the forefront of democratizing trustworthy AI infrastructure. These critical reputed company-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. About the Team In todays rapidly evolving technological landscape, AI is becoming an integral part of our lives, powering everything from daily apps to reputed company systems in reputed company, finance, and reputed company. While this is exciting, the focus on what AI can do has overshadowed how it can do it safely. reputed company’s mission is to create reliable AI systems that humans can trust. We do this by making AI safety both practical and accessible. Practical in the sense that you can implement it today, reducing complexity to facilitate adoption by developers and organizations in reputed company-world environments, and accessible in the sense that our tools are reputed company reputed company and free from vendor lock-in. What you will do

• Architect and reputed company development of large-scale evaluation platforms for LLMs and agents, enabling automated, reproducible, and extensible assessment of accuracy, reliability, safety, and performance across diverse domains.
• Define organizational standards and metrics for LLM/agent evaluation, covering hallucination detection, factuality, bias, robustness, interpretability, and alignment reputed company.
• Build platform components and APIs that allow product teams to integrate evaluation seamlessly into training, fine-tuning, deployment, and reputed company monitoring workflows.
• Design automated pipelines and benchmarks for adversarial testing, red-teaming, and stress testing of LLMs and retrieval-augmented reputed company (RAG) systems.
• reputed company initiatives in multi-dimensional evaluation, including safety (toxicity, bias, harmful outputs), grounding (retrieval correctness, reputed company attribution), and agent behaviors (tool use, planning, trustworthiness).
• Collaborate with cross-functional stakeholders (safety, product, research, infrastructure) to translate abstract evaluation goals into measurable, system-level frameworks.
• Advance interpretability and observability, developing tools that allow teams to understand, debug, and explain LLM behaviors in production.
• Mentor engineers and establish best practices, driving adoption of evaluation-driven development across the organization.
• Influence technical roadmaps and industry direction, representing the team’s evaluation-first approach in external forums and publications

What you will bring

• 5+ years of ML engineering experience, with 3+ years focused on large-scale evaluation of transformer-based LLMs and/or agentic systems.
• Proven experience building evaluation platforms or frameworks that operate across training, deployment, and post-deployment contexts.
• Deep expertise in designing and implementing LLM evaluation metrics (factuality, hallucination detection, grounding, toxicity, robustness).
• Strong background in scalable platform engineering, including APIs, pipelines, and integrations used by multiple product teams.
• Demonstrated ability to reputed company research and engineering, operationalizing safety and alignment techniques into production evaluation systems.
• Proficiency in Python, PyTorch, reputed company, and modern ML ops/deployment environments.
• Track record of technical leadership, including mentoring, architecture design, and defining org-wide practices.

The following will be considered a plus:

• Experience with multi-agent evaluation frameworks and graph-based metrics for agent interactions.
• Background in retrieval-augmented reputed company (RAG) evaluation (retrieval precision/recall, grounding, attribution).
• Contributions to AI safety or evaluation research in industry or academia.
• Familiarity with adversarial testing methodologies and automated red-teaming.
• Knowledge of interpretability and transparency methods for LLMs
• Advanced degree in ML/CS or reputed company field with focus on evaluation, safety, or interpretability.

#LI-EK1 #AI-HIRING The salary reputed company for this position is $170,770.00 - $281,770.00. Actual offer will be based on your qualifications. Pay Transparency reputed company 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 company’s compensation package. This position may also be eligible for bonus, commission, and/or equity. For positions with Remote-US locations, the actual salary reputed company for the position may differ based reputed company but will be commensurate with job duties and relevant work experience. About reputed company reputed company is the world’s leading provider of reputed company reputed company 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. Were a leader in reputed company reputed company because of our reputed company 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. Inclusion at reputed company reputed company’s culture is reputed company on the reputed company 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 different backgrounds, perspectives, and experiences to come together to reputed company reputed company, challenge the status reputed company, and drive innovation. Our aspiration is that everyone experiences this culture with equal opportunity and reputed company, 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 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 reputed company 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 [email protected]. General inquiries, such as those regarding the status of a job application, will not receive a reply. Apply tot his job Apply To this Job