If you're a talent professional frustrated by resume screening, manual sourcing, and the disconnect between hiring process and actual performance, this role is for you.
Join Crossover's People and Talent Operations team to architect end-to-end hiring systems. You won't be pushing candidates through pipelines. You'll be engineering the infrastructure that identifies the right people, measures true capability, and generates high-quality hires who perform and persist. When results fall short, you won't rationalize the gap. You'll rebuild the mechanism.
Our approach to hiring departs from convention. We've eliminated manual sourcing, resume-led filtering, and the recruiter-as-bottleneck paradigm. Job postings are constructed to reach and engage target audiences, including those not actively searching. Screening architectures are built to measure skills, judgment, applicable knowledge, and actual work output well before any hiring manager conducts an interview.
We value transparency: we operate differently, and this environment won't suit everyone. That's not a critique — it's about alignment. We're committed to respecting candidates' time, so before you proceed with our application, it's critical to understand what this role is not.
If any of the following resonate with you, this likely isn't the right match:
This is an AI-native operation. AI generates drafts, alternatives, insights, and initial outputs by default. Your contribution lies in designing prompts, establishing boundaries, capturing rationale, and tuning for quality. You'll regularly delegate execution to AI and concentrate on quality assurance, system upkeep, and building agentic workflows that scale.
The position is global and remote. Autonomy is significant. Accountability matches it. You'll interface directly with senior leadership and C-suite executives across a private-equity-backed portfolio, with expectations for proactive updates and early risk identification. You must be reachable for a minimum of 4 hours overlapping U.S. business hours on weekdays, when key stakeholders are active. Beyond that window, your time is self-managed.
Finally, in the interest of transparency: our hiring process is not brief. It demands substantial time and consideration. Most applicants spend 1-3 hours throughout the process, and this role frequently requires additional investment. We design it this way deliberately to validate mutual fit.
If everything above increases your interest, we genuinely want to hear from you.
Architect and manage an AI-driven hiring infrastructure that consistently delivers high-caliber hires on schedule and leverages post-hire performance and retention metrics to iteratively strengthen hiring predictors.
Crossover's skill assessment process combines innovative AI power with decades of human research, to take the guesswork, human bias, and pointless filters out of recruiting high-performing teams.






It’s super hard to qualify—extreme quality standards ensure every single team member is at the top of their game.
Over 50% of new hires double or triple their previous pay. Why? Because that’s what the best person in the world is worth.
We don’t care where you went to school, what color your hair is, or whether we can pronounce your name. Just prove you’ve got the skills.
Join the world's largest community of AI-first remote workers.