Experience: 3-5 years in Revenue Operations, Growth Engineering, or Marketing Operations in high-growth B2B SaaS environment. Tool Expertise: Expert level HubSpot experience (Sales and Marketing Hubs) with deep familiarity with Clay, Make.com, or Zapier. Technical Skills: Hands-on experience with web scraping, API integrations, and LLMs (Claude, OpenAI) for processing unstructured data. Analytics Proficiency: Proven track record managing Google Tag Manager setups and attribution tools like HockeyStack or Dreamdata. Educational Background: Bachelor's degree in MIS, Computer Science, Business Analytics, or related field (non-technical degrees with proven RevOps implementation welcome). Analytical Mindset: Strong ability to analyze data sets and identify trends, signals, and correlations that drive pipeline growth. Systems Thinking: 'T-Shaped' builder who gets annoyed by manual processes and thinks in 'If-This-Then-That' logic.