How to apply for Generalist (Talent Ops)

About Kairos

Kairos is a nonprofit that accelerates talent into AI safety and policy roles. It has trained over 1,200 people through programs like SPAR, Generator Residency, Global Challenges Project, and Pathfinder Fellowship. Working here means directly helping fill talent gaps in the AI safety field.

About the role

This is a new talent operations role. You will help people who finish Kairos programs move into high-impact AI safety jobs. The role description is a first draft, so scope and responsibilities may change. Recruiting has been moved to a separate Recruiter role, so this job focuses on operations and candidate support, not sourcing.

A typical day

You might check in with recent SPAR or Pathfinder participants about their job search progress. You could update tracking systems, coordinate with the new Recruiter, and help someone prepare for an interview at an AI safety organization. The exact daily routine is not described in the job post, so ask about it in an interview.

Who Kairos is looking for

• You have experience in operations, program coordination, or talent support, ideally in a nonprofit or fast-moving startup.
• You understand AI safety as a field and can speak about its talent needs and key organizations.
• You are organized and can track many candidates across multiple programs (SPAR, Generator Residency, Pathfinder, etc.).
• You are comfortable with ambiguity and can adapt as the role and processes evolve.

Tips for this application

• Read the Kairos website and each program page (SPAR, Generator Residency, Global Challenges Project, Pathfinder Fellowship) to understand the talent pipeline you would support.
• In your application, explain how you would help program alumni find roles, not how you would recruit new people (since recruiting is a separate role).
• Mention any experience you have with candidate tracking, CRM tools, or program operations in a nonprofit or educational setting.
• Acknowledge that the role is a first draft and show you are comfortable with evolving responsibilities.
• Apply early. Applications are reviewed on a rolling basis.

What to cover in your cover letter

Explain why you want to work on talent operations specifically for AI safety. Describe how you would support Kairos program participants after they finish. Show you understand the difference between this role and the separate Recruiter role. Mention any experience coordinating programs or helping people navigate career transitions.

Research before applying

• Read the Kairos website, especially the About page and the description of each program (SPAR, Generator Residency, Global Challenges Project, Pathfinder Fellowship).
• Look up the organizations that mentor or advise Kairos programs: Anthropic, Redwood Research, RAND, MIT, UK AI Security Institute, OpenAI, AI Futures Project, METR, Constellation.
• Understand what 'talent operations' means in a nonprofit context versus a corporate recruiting role.
• Check if Kairos has published any blog posts, reports, or updates about their talent pipeline or program outcomes.

Likely interview topics

Based on the job description, expect questions about:

• How would you track and support 800+ SPAR mentees as they look for AI safety roles?
• What do you know about the AI safety talent landscape and key employers like Anthropic, Redwood Research, RAND, or METR?
• How would you handle a situation where a program participant is not ready for a high-impact role?
• Describe a time you managed a process with many moving parts and limited structure.
• What questions do you have about how this new talent operations function will work with the separate Recruiter role?

Common mistakes to avoid

• Treating this as a recruiting role. The update says recruiting is now a separate position.
• Writing a generic cover letter that could apply to any nonprofit operations job. Show you know Kairos programs by name.
• Ignoring the note that the role description is a first draft. Not addressing how you handle changing scope can hurt your application.