GTM engineering — a Lakehouse ecosystem
GTM engineers — agents, enrichment & pipeline automation
Describe the motion you're automating — signal-based outbound, enrichment waterfalls, lead routing, lifecycle workflows, revenue reporting. We'll match it to GTM engineers who've built it before in Clay, HubSpot or Salesforce, n8n, and the AI agent stack. Profiles are anonymized.
Clay, HubSpot, Salesforce and n8n are trademarks of their respective owners, used here only to describe specialists’ experience. Lakehouse is an independent talent network operated by Sloane Staffing; none of these vendors endorses or sponsors this site.
We're actively building the GTM Engineering ecosystem — briefs submitted now get first access as specialists come online.
What the GTM Engineering network covers
These are the capabilities specialists in the GTM Engineering network are qualified on — and the same vocabulary your brief is read against, so anything named here is something you can search for above.
- GTM Engineering
- AI Agents & Workflow Automation
- Clay & Data Enrichment
- Signal-Based Outbound
- RevOps & CRM Architecture
- GTM Data & Integrations
- AI Enablement & MCP
- Lifecycle & Marketing Automation
- Revenue & Pipeline Analytics
- PLG & Growth Engineering
- Demand Generation
- Product Marketing (PMM)
- Sales / Revenue Enablement
Common questions
How does Lakehouse match GTM engineers to my brief?
Describe the motion you are automating — signal-based outbound, enrichment waterfalls, lead routing, lifecycle workflows, revenue reporting. We read that into a structured requirement, search the GTM engineering network against it, and show you who covers it and how closely, naming what is unmet rather than hiding it in a longer list.
What is a GTM engineer, and how is the role different from RevOps?
RevOps owns the systems and the reporting the revenue team runs on. A GTM engineer builds the machinery on top of them — enrichment pipelines, AI agents that draft and route, signal-based outbound, and the integrations that join it all up — and is judged on the pipeline that automation produces rather than on process adherence. The two overlap heavily in practice, which is why this network is qualified on both: CRM architecture and pipeline analytics as well as agent and enrichment work.
Do you already have GTM engineers on the bench?
The GTM engineering network is being built now: the taxonomy and the intake are live and specialists are coming online, so a brief submitted today gets first access as they do. If we cannot match it yet we will say so rather than send adjacent profiles.
Which GTM engineering skills are in the network?
GTM engineering, AI agents and workflow automation, Clay and data enrichment, signal-based outbound, RevOps and CRM architecture, GTM data and integrations, AI enablement and MCP, lifecycle and marketing automation, revenue and pipeline analytics, PLG and growth engineering, demand generation, product marketing, and sales enablement.
Do you cover contract as well as permanent hires?
Both, through the same network. Some briefs need a specialist for one implementation and some need the person who builds the practice behind it, and the shortlist is drawn from the same bench either way — tell us which shape you need in the brief.
What does it cost to search?
Nothing. Searching is free and needs no account — no sign-up wall, no credit card, and you are not added to a sequence for running a search. A fee applies only if you go on to hire someone Sloane introduces, and it is agreed with you before any introduction is made.
Why are the profiles anonymized?
Most of the specialists in the network are employed and are not publicly looking; they talk to us long before they are on the market. Anonymized profiles let you judge real, specific experience without putting anyone's current role at risk. Before any introduction, Sloane confirms the specialist is genuinely interested and a fit for the brief — so the conversation you get is worth having.
Is Lakehouse affiliated with Clay, HubSpot, Salesforce or n8n?
No. Lakehouse is an independent talent network operated by Sloane Staffing. Those products are named here only to describe the tools specialists have built in; none of those vendors endorses, sponsors, or is otherwise connected to this site.