How to apply for Product Policy Manager, Product Risk

About Anthropic

Anthropic is a frontier AI research and product company with teams working on alignment, policy, and security. The company posts specific high-impact opportunities and notes that it does not necessarily recommend working at other positions there. Candidates should read the linked concerns about doing harm by working at a frontier AI company before applying.

About the role

This role sets and executes the Safeguards team's approach to assessing product launches for safety risks and works with cross-functional stakeholders to drive safety mitigations. You will work with product, legal, public policy, and engineering teams to understand upcoming features, anticipate misuse or unintended consequences, and craft policies that balance innovation with responsibility. The role requires engaging with explicit content spanning sexual, violent, or psychologically disturbing topics.

A typical day

A typical day may involve reviewing an upcoming product feature with product and engineering teams, assessing it against a risk framework, and drafting policy or mitigation recommendations. You may also meet with legal and public policy partners to align on how to handle a potential misuse case. The job posting does not describe a daily routine, so ask the hiring team how time is split between framework work, cross-functional meetings, and content review.

Who Anthropic is looking for

• Experience building or maintaining risk assessment frameworks for product features and functionality.
• Ability to work cross-functionally with product, legal, public policy, and engineering teams to drive safety mitigations.
• Comfort engaging directly with explicit content, including sexual, violent, or psychologically disturbing material.
• Skill in anticipating potential misuse or unintended consequences of new product capabilities and translating that into policy.

Tips for this application

• Read the 80,000 Hours career review on working at an AI lab before applying, since Anthropic links it directly in the job posting.
• Address the explicit-content exposure in your application. State clearly whether you have handled sexual, violent, or psychologically disturbing material in prior work.
• Describe a specific risk assessment framework you built or maintained, including how you identified risks and what mitigations you drove.
• Name the cross-functional partners you have worked with (product, legal, public policy, engineering) and give one concrete example of driving a safety mitigation with them.
• Reference Anthropic's stated mission and the Safeguards team's role in product launches. Avoid generic AI-safety language that could apply to any lab.

What to cover in your cover letter

['Concrete experience developing risk assessment frameworks for product features, with outcomes.', 'Examples of working with product, legal, public policy, and engineering teams to implement safety mitigations.', 'Your approach to anticipating misuse or unintended consequences of new product capabilities.', 'Your readiness to engage with explicit content, including sexual, violent, or psychologically disturbing material.']

Research before applying

• Read Anthropic's mission statement and its stated goal of reliable, interpretable, and steerable AI systems.
• Read the 80,000 Hours career review on working at an AI lab, which Anthropic links in the job posting.
• Look into Anthropic's Safeguards team and how it relates to product launches and policy.
• Check Anthropic's published policy and safety materials to understand how the company frames product risk.

Likely interview topics

Based on the job description, expect questions about:

• How you would build a risk assessment framework for a new product feature from scratch.
• A time you identified a potential misuse or unintended consequence and drove a mitigation with cross-functional partners.
• How you balance innovation with responsibility when product and safety goals conflict.
• How you handle exposure to explicit content, including sexual, violent, or psychologically disturbing material.
• How you would work with legal, public policy, and engineering teams when they disagree on a safety mitigation.

Common mistakes to avoid

• Ignoring the explicit-content warning. Not addressing your comfort with sexual, violent, or psychologically disturbing material is a gap.
• Writing generic AI-safety statements that do not mention product risk, risk assessment frameworks, or cross-functional mitigation work.
• Applying without reading the 80,000 Hours career review that Anthropic links, which signals you have not engaged with the company's stated concerns about frontier AI work.