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Client Service Risk Manager - AI Evaluation and Testing

Posted 26 Jan 2026
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Work experience
8 to 15 years
Full-time / part-time
Full-time
Job function
Degree level
Required language
English (Fluent)

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Do you want to work on complex and pressing challenges—the kind that bring together curious, ambitious, and determined leaders who strive to become better every day?

If this sounds like you, you’ve come to the right place.

About the role

As the Client Service Risk Manager - AI Evaluation and Testing, you will work within the firm's Technology Risk function, ensuring our firm’s strong ability to evaluate and validate AI systems—including those used and built internally and in client contexts by consultants—for reliability, safety, security, and regulatory compliance.

Your Impact

You, as the lead in AI evaluation and testing, will define the vision and strategic roadmap for AI control objectives and testing. You will establish frameworks, requirements, and guidance to assess behavior and ensure reliability (including accuracy, bias, and other factors) across various modalities such as text, code, multimodal systems, and agents.

Additionally, you will define and prioritize the requirements for tooling solutions that support AI governance, observability, and testing for all relevant AI systems and agents.

You will also develop or validate frameworks and methodologies for conducting red-team attacks on AI systems (jailbreaks, prompt injections, system prompt extraction). You will partner closely with the first line of defense to implement evaluation gates and build a control environment with appropriate technical guardrails to ensure compliance with applicable regulations (e.g., the EU AI Act).

You will report directly to the Associate Director of Client Service Risk, Technology Knowledge & Frameworks, within the firm’s global Risk function. You will partner closely with Legal, Risk teams, Technology and Product teams to develop consistent and scalable RAI control objectives and testing methodologies.

You will support updates to existing robust policies and standards in line with development in AI capabilities (e.g., agentic).

Your collaboration will extend to various roles and functions across the firm, including senior leadership, to whom you will present and gain support for your strategy and program, report progress, and demonstrate impact.

Your Growth

You are someone who thrives in a high-performance environment, bringing a growth mindset and entrepreneurial spirit to tackle meaningful challenges that have a real impact.

In return for your drive, determination, and curiosity, we’ll provide the resources, mentorship, and opportunities to help you quickly broaden your expertise, grow into a well-rounded professional, and contribute to work that truly makes a difference.

Your qualifications and skills

  • U.S. Bachelor’s degree or equivalent work experience required
  • 8+ years in Trust & Safety (AI/ML), risk, or security domains with Data Science background; the scope of the models includes traditional ML models, GenAI and agentic deployments
  • 5+ years managing complex cross-functional projects
  • Familiarity with AI safety, testing and validation, and governance; experience partnering with engineers to build control and integrity systems
  • Knowledge of AI evaluation methods and ability to connect evaluation results to guardrails and controls; strong knowledge of LLM behavior and jailbreak techniques
  • Proven ability to translate complex ethical challenges into actionable policies and frameworks; strong policy development, risk management, and analytical skills
  • Experience working with engineering and product teams to create tools, solutions, or automation
  • Ability to work in-person (team schedules and office locations may vary)
  • Ability to operate office equipment
  • Excellent leadership and communication skills, with a proven ability to navigate ambiguity and influence product direction in a fast-changing environment
  • Excellent written and oral communication skills, as well as interpersonal skills, including the ability to articulate technical concepts to both technical and non-technical audiences

Our unwavering commitment to integrity drives everything we do, guiding us to always act in the best interests of our clients, our people, and the communities we serve.

McKinsey is a global management consulting firm where you'll have unrivaled opportunities to work face-to-face with the leaders of the world’s most impressive organizations and to leave your mark.
We provide a broad range of opportunities for you to meet people, make friends, and build networks that can help you wherever your career takes you

Management Consulting
Amsterdam
Active in 65 countries
700 employees
50% men - 50% women
Average age is 27 years