• 3+ years across marketing ops, sales ops, RevOps, or GTM engineering at a B2B SaaS company. Bonus if you’ve worn more than one of those hats.
• HubSpot admin chops are non-negotiable. You’ve built lifecycle, scoring, attribution, and reporting from the ground up. You can debug a broken workflow at 9pm.
• Hands-on with Claude Code or equivalent agentic AI tooling. You’ve actually shipped skills, agents, or automations — not just prompted a chatbot. You think about ops the way an engineer thinks about systems.
• Amplitude (or Mixpanel/Heap) at a product-led company. You can instrument events and pipe signals into the GTM stack.
• Comfortable across the modern GTM tool surface: Apollo, ZoomInfo, Gong, Outreach/Salesloft, Clay, Webflow forms, Slack, Notion, BigQuery / a warehouse.
• SQL good enough to pull your own data; Python or JS good enough to write a script when no-code runs out.
• Bias to action. Allergic to busy-work. You’d rather automate it than do it twice.