Lightning Lessons

The Evolution of GTM Engineering

Hosted by Yash Tekriwal

What you'll learn

Matching problem to archetype

Diagnose your GTM bottleneck & pick the right archetype: outbound architect, inbound optimizer, CRM organizer, fullstack

Building the right org model

Compare centralized, embedded, and hybrid models: trade-offs, ownership, and when each scales without bottlenecks.

Hiring for a GTM Enginering

Learn the foundational skills, core competencies, and green/red flags when hiring a GTM engineer

Why this topic matters

AI is consolidating and transforming the GTM stack. The best teams operate like product teams, designing AI-native systems that scale excellence across the org - not siloed pockets. Treat “GTM engineer” as generic and you mis-hire, ship clever automation on bad data. We’ll cover the flavors, how to hire, and org models so you can experiment, test, and iterate toward a GTM OS that moves revenue.

You'll learn from

Yash Tekriwal

The first GTM engineer + AI and automation expert

Yash joined Clay almost 2.5 years ago when it was just a motley crew striving to build better GTM tooling.


Since then, he built the foundation for the enterprise sales and partnerships motions before stepping in to lead education, where he helps ensure that all internal and external users of Clay are experts in their own right through live training, content, and unique experiences.