What I Learned From ColdIQ: The Claude Code Shift in GTM Engineering
ColdIQ's GTM team showed how Claude Code connects every part of a cold email system — from list scoring to copy generation to results analysis. Here's what shifted for me.
I'm Richard, a GTM engineer and founder based in Gdynia, Poland. I build the outbound infrastructure that turns raw data into pipeline — enrichment workflows, sequencing systems, and the API integrations that help B2B teams reach the right people at the right time.




ColdIQ's GTM team showed how Claude Code connects every part of a cold email system — from list scoring to copy generation to results analysis. Here's what shifted for me.
Job postings are up 205% year-over-year, but the talent pipeline remains thin. Here's what recruiters actually screen for — from table stakes to premium differentiators.
GTM Engineering barely existed in 2023. By 2025, job postings surged 205% year-over-year and total compensation is hitting $130K–$250K+. Here's what the data actually says — and where it's thin.