GTM Engineering as a Discipline

A new role category emerged in 2025-2026: GTM Engineer — a person with software engineering skills applied to sales and marketing automation. They build: - Automated enrichment pipelines (Clay → CRM) - Custom outreach sequences with AI personalization - Revenue attribution models in code - Internal tools that connect marketing data to sales workflow Companies like Clay, Apollo, and Zapier are the tools; the GTM Engineer is the human layer. Investor Justin DeJoy wrote 'GTM Engineering is the next RevOps' in 2025. Teams like Zapier Growth and Notion Growth are examples of engineering inside GTM.

For RevOps and Head of GTM: the GTM Engineer is the emerging talent profile that closes the gap between AI tools and actual workflow implementation. 'We need someone who can build in Clay and write Python' is the 2026 RevOps job description. For operators: GTM Engineering is the discipline that makes AI GTM tools actually work.

• "GTM Engineering is the new RevOps — what this role actually does"
• "Clay + Apollo + GPT + Python: the GTM Engineering stack in 2026"
• "The gap: AI tools are available, but someone has to wire them together. That's GTM Engineering"