Risk Management AI Training Expert

The work

You will review AI-generated responses about risk management and create expert content for model training and evaluation. Your work will cover risk assessments, control mappings, mitigation plans, risk communications, and incident response scenarios.

You will judge whether responses are correct, clear, complete, practical, and supported by sound step-by-step reasoning. You will also fact-check risk and compliance concepts, identify unsafe or misleading recommendations, and write explanations that show the right approach.

• Review and rank AI responses on risk topics for correctness, rigor, clarity, and practical usefulness.
• Create detailed prompts and high-quality reference answers for risk assessments, control mappings, mitigation plans, and risk communications.
• Test model responses for inaccurate information, misleading certainty, bias, and weak reasoning across different scenarios.
• Write precise feedback that helps improve model behavior and answer quality.

What it pays and takes

This is a part-time contractor role for an experienced risk professional. The work requires strong written English and substantial professional experience in risk management or a closely related field.

• Pay: $50-$90 per hour, paid in USD.
• Time: 20+ hours per week.
• Location: Applicants must be based in Bangladesh, Bhutan, Brazil, Cambodia, Germany, India, Indonesia, Malaysia, Nepal, Pakistan, Singapore, Sri Lanka, Thailand, the Philippines, the United States, Timor-Leste, or Vietnam.
• Language: English at C1 level or higher.
• Education: A bachelor's degree or equivalent professional experience in business, finance, economics, risk management, law, IT, or a related field.
• Experience: At least 5 years in enterprise risk management, operational risk, compliance, internal audit, security risk, third-party risk, or similar work.
• Knowledge: Risk taxonomy, inherent and residual risk, likelihood and impact scoring, control design and effectiveness, and KRIs or KPIs.
• Frameworks: Familiarity with COSO ERM, ISO 31000, NIST, SOC 2, ISO 27001, and SOX control concepts.
• Governance: Experience with risk registers, policy development, committees, escalation, and executive reporting.
• Preferred: Experience in AI data training, annotation, policy review, audit or risk quality assurance, or regulatory writing.
• Helpful certifications: CRISC, CISA, CIA, ISO 27001 Lead Implementer or Lead Auditor, PMP, or FRM.
• Helpful experience: Connecting mitigation recommendations to business priorities and risk appetite, and checking consistency across scope, assumptions, remediation feasibility, and timelines.

How it works

Apply on OpenTrain with your resume, then complete the application on the hiring site.

About AI training work

AI training work uses human review and expert-written examples to help AI systems produce more accurate and useful answers. Risk professionals are needed to assess reasoning, identify unsafe guidance, and create reliable examples for specialized model training.