Safeguards Enforcement Analyst, Violence & Extremism

Anthropic Anthropic · AI Frontier · San Francisco, CA · Safeguards (Trust & Safety)

This role focuses on building and executing operational workflows to assess AI model behavior, drive enforcement decisions, and develop evaluations for violence and extremism policy areas. It involves designing automated enforcement systems, creating evals to measure model performance, and partnering with engineering and data science teams to optimize detection and enforcement. The role also requires reviewing flagged content, identifying misuse patterns, and staying updated on emerging threats and AI policy enforcement best practices.

What you'd actually do

  1. Design and architect automated enforcement systems and review workflows that scale effectively while maintaining high accuracy
  2. Develop and maintain evals that measure model performance on these policy areas, surface regressions, and inform policy and model improvements
  3. Partner with Engineering and Data Science to optimize detection and automated enforcement systems for potential policy violations
  4. Review flagged content to drive enforcement decisions and surface policy gaps, with particular attention to novel or technically sophisticated misuse attempts + emerging extremist movements, ideologies, and mobilization tactics
  5. Identify and escalate emerging misuse patterns, novel attack vectors, and signs of coordinated violent extremist activity

Skills

Required

  • SQL and/or other data analysis tools
  • Identifying emerging risks and threat actors
  • Communicating findings to a diverse set of stakeholders
  • Writing effective prompts for content review and enforcement
  • Understanding of the challenges involved in implementing product policies at scale

Nice to have

  • Subject matter expertise in high-stakes harm areas
  • Familiarity with relevant legal and regulatory frameworks
  • Experience developing evals or red-teaming AI systems
  • Experience with threat actor profiling and threat intelligence frameworks
  • Experience tracking threat actors, extremist networks, or misuse patterns
  • Experience with large language models
  • Proficiency in Python for data analysis and workflow automation
  • Background in law enforcement, national security, defense, counterterrorism, or a relevant regulatory environment
  • Assessing the technical plausibility and real-world harm potential of content
  • Familiarity with cross-platform threat analysis and OSINT techniques

What the JD emphasized

  • Experience in policy enforcement, threat intelligence, counterterrorism, government, or a closely related field, with direct exposure to harmful content, dangerous technology, violent extremism, or physical harm facilitation
  • Experience standing up and scaling policy enforcement or content review workflows
  • Experience working with generative AI products, including writing effective prompts for content review and enforcement
  • Subject matter expertise in one or more high-stakes harm areas, such as weapons and dangerous technology, violent extremism, terrorism, autonomous systems, or critical infrastructure protection
  • Experience developing evals or red-teaming AI systems, particularly for harmful content or policy enforcement use cases

Other signals

  • design and architect automated enforcement systems
  • develop and maintain evals
  • partner with Engineering and Data Science
  • review flagged content to drive enforcement decisions
  • identify and escalate emerging misuse patterns