Sold it first. Then automated it.
GTM Engineer · Revenue Systems Architect · Berlin / Remote

Where field sales
meets engineering.

8 years closing enterprise B2B deals. Now I build the automated revenue systems I always wished I had. Clay, HubSpot, n8n, Make.com — signal-based, A/B tested, built to compound.

By the numbers
$390k revenue secured via outbound
42% MQL rate uplift from signal triggers
17% YoY new opportunity growth at CoachHub
€921k annual quota hit — 100% attainment
2.4× faster pipeline velocity vs manual ops
8+ years quota-carrying enterprise B2B sales
60% reduction in manual SDR tasks via AI stack
Open to GTM Engineer roles
The GTM architecture at a glance — signal to closed deal
01 · SIGNAL INGESTION Clay · 6sense · ZoomInfo ZoomInfo · LinkedIn · Apollo 02 · ENRICHMENT & ICP Clay · Apollo · Lusha Hunter.io · Apollo · ICP scoring 03 · ORCHESTRATION n8n · Make.com · Zapier Claude Code · Python Trigger logic · routing · CRM sync 04 · AI OUTREACH Claude · OpenAI · Twain.ai HeyReach · Smartlead · Instantly 05 · CRM & PIPELINE HubSpot · Salesforce Pipedrive · Seismic · Attio Closed revenue. ↑ HockeyStack · GA4 · GTM — attribution Hover a layer
The full stack — tools I use every day
Clay
Make
n8n n8n
Claude
OpenAI
HubSpot
Salesforce
HockeyStack
Google
Apollo
LinkedIn
Instantly
Smartlead
HeyReach
Demandbase
Salesloft
Cognism
Unify
Gong

Build. Run.
Sell.

The rarest profile in GTM: someone who has held quota for 8 years and can also wire your entire revenue stack. I don't just know what good looks like — I've lived it and built it.

Build — GTM Engineering
Signal-based pipeline architecture
Clay · n8n · Make.com · Zapier
AI-powered outreach at scale
Python · Claude Code · API integrations
ICP scoring · enrichment waterfalls
Clayn8nMake.comClaude CodeApollo
Run — CRM, RevOps & Analytics
HubSpot — full architecture & automation
Pipeline design · lead routing · hygiene
Revenue attribution · HockeyStack · GA4
A/B testing · pipeline velocity · CAC
Salesforce · Pipedrive · Attio
HubSpotSalesforceHockeyStackGA4
Sell — Field Sales & Enablement
Full-cycle enterprise B2B sales
SPICED · discovery · complex deal cycles
Sales playbook & battlecard design
Multi-stakeholder · champion navigation
Sales enablement · coaching (Seismic)
SPICEDSeismicEnterpriseB2B
Languages
EnglishC2 — Native fluency
GermanB2 — Working proficiency
HebrewC2 — Native

Less stack.
More revenue.

Most B2B sales orgs suffer from the same disease: too many tools, too little thinking. The answer isn't another tool. It's focused architecture, AI where it earns its place, and execution driven by real data.

Stack reduction first

Audit before adding. Most orgs eliminate 40–60% of their tools and get better results.

17 → 5 Tools after optimisation
AI where it earns its place

AI for enrichment, personalisation, and scoring — validated against real conversion data.

83% AI-enabled teams see revenue growth
A/B tested, not assumed

Every sequence and ICP segment tested against a control. What gets measured gets improved.

2–4× Reply rate from signal-based outreach
Experience over frameworks

8 years quota-carrying. Every system stress-tested against real objections and deal cycles.

8 yrs Field sales before building workflow tools

From raw signal to closed deal.

Every layer of the funnel is engineered, connected, and automated. This is GTM Engineering — three core layers working together to power defensible, scalable revenue growth.

Data Infrastructure

Clean CRM, data models, integrations

Agentic Automation

Workflows, AI scoring, routing

Performance & Reporting

Automated insights, KPI tracking

01
Signal Ingestion

I monitor the market 24/7 across six signal categories. Each fires a trigger before competitors have even opened their CRM.

Hiring spikes Funding rounds Tech stack changes Job changes Intent surges Website visits
02
Enrichment & ICP Scoring

Raw signals are enriched with firmographic, technographic, and contact data. AI-assisted scoring ensures every account is ranked against your real closed-won ICP.

Waterfall enrichment AI-assisted scoring Account ranking Contact finding
03
Workflow Automation & Routing

The connective layer where GTM Engineering lives. Signals trigger agentic workflows, leads route automatically based on fit and availability — zero human touchpoints until it matters.

Trigger logic Agentic routing CRM sync Webhook flows API integrations
04
AI-Driven Outreach & Engagement

Every message is grounded in the specific signal that triggered it. AI generates personalised copy at scale with human-in-the-loop review before send. This is agentic at its best.

Signal-led copy Multi-channel delivery Email + LinkedIn sequences Human review gates
05
CRM & Performance Reporting

Replies route into HubSpot with full context attached. Automated reporting surfaces lead quality, SDR efficiency, and pipeline health in real-time. Your team always knows what's working.

Auto-routing + context Pipeline hygiene KPI dashboards Performance insights
Qualified pipeline. Booked demos. Closed revenue.
The system runs continuously. Every signal processed. Every qualified prospect reached at the right moment. Your team closes — they don't prospect.

Numbers from the field.

$390k
Revenue secured

Full-cycle B2B outbound for OEB Global Conference — from ICP definition to closed contracts.

42%
MQL rate increase

Trigger-based workflows built on hiring signals via Stepstone — outreach timed to the moment, not the calendar.

100%
Quota attainment

€921k annual target at CoachHub — hit consistently across complex, multi-stakeholder enterprise cycles.

17%
YoY opportunity growth

New pipeline generated year-on-year at CoachHub — organic territory expansion, no headcount added.

2.4×
Pipeline velocity uplift

Signal-triggered sequences versus manual ops baseline — deals move faster when outreach lands at the right moment.

60%
Less manual SDR work

Enrichment, scoring, and sequencing automated end-to-end — reps spend time selling, not researching.

The track record.

Curriculum Vitae
Yuval Gross
GTM Outbound Operator & Sales Manager
📍 Berlin, Germany
Experience
GTM Operation & Account Executive Consultant 2024–Now
OEB Global Conference · Berlin (Leading international EdTech & learning conference since 1995)
Architected trigger-based outreach engine using hiring signals (Stepstone) → 42% MQL uplift
Built automated workflows across Clay, n8n, SendGrid, HeyReach, Apollo for signal-based lead generation
Restructured HubSpot lead scoring and lifecycle stages for clean MQL-to-SQL qualification
Sales Executive (Pipeline Engineering) 2021–2024
CoachHub · Berlin (Fortune 500, $7.2B+ ACV clients)
Built outbound engine for MEA/Europe via account-based plays on high-value A-Accounts → $750k+ annual quota
Developed persona-specific messaging playbooks for C-level (Travel, Hospitality, Logistics verticals)
Achieved high meeting-set rate through LinkedIn + Email channel optimization and cadence testing
Account Management & Business Development 2017–2020
Luns · Berlin (Mobile Media & AdTech)
Acquired 13 net new customer logos ($150k revenue) through outbound prospecting and land-expand strategy
Managed high-budget performance campaigns ($45k/day) with real-time optimization and data-driven decision-making
Mentored 4 junior AMs on sales pipeline management, CRM hygiene, and outbound cadence best practices
Certifications & Frameworks
✓ LinkedIn Sales Navigator — Certified
✓ HubSpot Architecture & Automation
✓ Clay · n8n · Make.com Practitioner
✓ MEDDPICC — Enterprise qualification
✓ SPICED — Discovery & deal methodology
English C2 German B2 Hebrew C2
Contact me LinkedIn Download CV

How we'd
work together.

Three ways to bring me in. Pick the one that fits your stage and your team.

Audit & blueprint

I map your current stack, your funnel, and your data. You get a written diagnostic, a prioritised fix list, and a build plan you can execute with or without me.

2–4 wks For teams who suspect their stack is bloated
Build & ship

Hands-on implementation. Signal ingestion, Clay workflows, HubSpot architecture, AI-personalised sequences. You watch it get built, learn how it works, and own it after handover.

4–12 wks For teams who need someone to actually build it
Embedded / in-house

Joining your team as GTM Engineer, RevOps Lead, or fractional equivalent. I run your revenue systems alongside the people who close the deals.

Full-time Or fractional. For companies past Series A

Let's talk about
your GTM challenges.

Open to GTM Engineer and RevOps Lead roles — Berlin-based, open to remote across Europe. Currently available. A 30-minute call, no pitch, just a straight conversation about what you're trying to build and whether I can help.