Safeguards Enforcement Analyst, Bio Harms

The shape of it

In the posting’s own words

As an Enforcement Analyst focused on Bio Harms, you will play a critical role in protecting against the misuse of AI systems for biological and related CBRNE harms. You will enforce our Usage Policy with a specific focus on detecting and mitigating bio risks, investigating potential violations, and help continuously strengthen our safeguards. The work sits at the intersection of biosecurity threat analysis and platform enforcement: you will read real model interactions and make fast, well-reasoned calls about whether activity is benign research or a credible attempt at harm.

What it asks for · 6

• Hold a degree in a bio-related field (e.g., microbiology, molecular biology, biochemistry, public health) and/or relevant professional experience in a related field.
• Possess experience in Trust & Safety, content moderation, or policy enforcement at platform scale, including working with generative AI tools to refine and optimize content review and enforcement workflows.
• Possess experience in utilizing AI tools to develop data dashboards for metrics collection in support of continuous improvement efforts.
• Can analyze complex, ambiguous situations and make well-reasoned, defensible decisions under time pressure.
• Are proactive and self-directed: you spot trends, dig in, and ship improvements on your own initiative.
• Communicate clearly in writing and can translate technical bio concepts for diverse audiences, including both technical and non-technical stakeholders.

Also a plus

• Subject matter expertise in biodefense, biosecurity, WMD/CBRNE non-proliferation, or threat-intelligence.
• An understanding of where real-world biological risk actually lies — adversary intent, acquisition and weaponization pathways, and dual-use concerns, including familiarity with cross-platform threat analysis and open-source intelligence (OSINT) techniques relevant to weapons of mass destruction.
• Proficiency in SQL and/or other data analysis tools to draw insights from large datasets and monitor enforcement workflow health.
• Familiarity with dual-use research of concern (DURC), select agents, and relevant policy frameworks.

What the job covers

• Enforce Usage Policies with a specific focus on detecting and mitigating potential bio risks and harmful use of AI systems.
• Take ownership of enforcement monitoring workflows for the bio-harms area, improving end-to-end detection, investigation, triage, and escalation processes.
• Monitor and analyze platform activity to identify emerging patterns related to biological (and adjacent chemical, radiological, nuclear, and explosive) threats that may require policy updates or enforcement action.
• Design and architect automated enforcement systems and review workflows that scale effectively while maintaining high accuracy across a technically complex content surface.
• Conduct thorough investigations of potential violations, gathering and documenting evidence to support enforcement decisions.
• Proactively surface trends and propose improvements to detection methods and review workflows.
• Partner with Engineering and Data Science teams to optimize detection models and automated enforcement systems for bio-related policy violations.
• Partner with Policy and Threat Intelligence groups to understand potential exploits and contribute to risk-assessment frameworks, and partner with engineers iterating on safety systems.
• Provide enforcement-grounded feedback on policy gaps, and handle escalations and time-sensitive situations related to potential bio-related Usage Policy violations.

Degree language

• Hold a degree in a bio-related field (e.g., microbiology, molecular biology, biochemistry, public health) and/or relevant professional experience in a related field.

Tools and skills named

Words the posting leans on

• enforcement12×
• policy10×
• systems6×
• workflows6×
• potential5×
• threat5×
• bio4×
• content4×
• data4×
• partner4×
• related4×
• violations4×
• bio-related3×
• biological3×
• detection3×
• dual-use3×

Counted from the posting after the mission statement and the legal notices are set aside. The ones near the top are the ones a screener is looking for.

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