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CheckrCheckrSan Francisco, CA

Staff AI Operations Architect

Lead operational strategy and human-in-the-loop frameworks for AI-assisted background check accuracy at scale. Partner with ML/AI and Product teams to design scalable systems and feedback loops.

165k – 194k
Hybrid8+ YOEBusiness Operations

About the role

What you’ll do

  • Architect and lead the shift from transactional to system-level resolutions, defining how risk drives routing and where human judgment is applied
  • Set accuracy thresholds and make judgment calls on speed and cost trade-offs; establish compliance guardrails and operational controls
  • Design and operate the human-in-the-loop framework that connects expert review to AI model improvement, defining the feedback architecture so every expert decision generates signal that makes automated detection smarter over time
  • Partner with Analytics, ML/AI, and Product teams as the operational voice in a cross-functional build
  • Architect repeatable frameworks that transform one-time solutions into systematic capabilities

What you bring

  • 8+ years of experience in operations or business operations with a track record of designing and delivering systems that scale
  • Demonstrated ability to execute roadmaps while building the operational infrastructure underneath them
  • Experience in human-in-the-loop or AI-assisted operations, ideally in a regulated industry (background screening, fintech, healthtech, compliance)
  • Strong analytical skills with the ability to use data to make architectural decisions, including quality thresholds, routing logic, capacity tradeoffs
  • Cross-functional instincts: partnered closely with technical teams and can translate between operational reality and system design
  • An A-player mindset with a strong bias for action: raise the bar, move with urgency, stay resilient through ambiguity, and take ownership to deliver meaningful outcomes

Skills

Human-In-The-Loop SystemsAi-Assisted OperationsOperations ArchitectureCross-Functional CollaborationData-Driven Decision MakingCompliance GuardrailsRoadmap ExecutionQuality ThresholdsRouting LogicFeedback Architecture

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