GTM Engineer

Nscale; San Francisco (CA); On-site; USD 120,000 - 200,000; Full time

Job summary

Nscale is building its revenue infrastructure from the ground up. This hands‑on builder role combines revenue operations judgment with GTM engineering to decide the highest‑leverage system and ship it.

You will architect, build and implement the core data and automation that power every future GTM hire. You’ll own the commercial source of truth, the data layer, and AI‑native workflows, creating the central nervous system of Nscale’s revenue organization.

Qualifications

• Hands-on experience implementing and administering a CRM (Salesforce, HubSpot or similar): data models, pipeline design, routing, hygiene and reporting.
• 4–8 years in revenue operations, sales operations, or GTM engineering at a B2B technology company.
• Experience with data, APIs, integrations, enrichment sources, automation tools and scripting to turn fragmented commercial information into usable workflows.

Responsibilities

• Implement and structure the CRM from the ground up: account and opportunity data models, pipeline stages, required fields, routing, process hygiene and reporting.
• Architect and build the GTM stack from scratch with integrations and automations that eliminate manual work before it ever becomes habit.
• Own field governance and data integrity with Revenue Enablement — the standard is enforced in the system, not in reminders.
• Create the data layer the GTM operating rhythm will run on — pipeline health, deal velocity, forecast accuracy, ASP by SKU, utilization, capacity sold-forward.
• Build executive dashboards that make funnel performance, pipeline coverage and launch adoption legible at a glance.

Skills

Data analysis

APIs & integrations

Scripting (SQL + Python)

Stakeholder collaboration

CRM design

Tools

Salesforce

HubSpot

APIs

Job description

About the role: Nscale's GTM organization is being built right now — and the revenue infrastructure underneath it does not exist yet. The commercial source of truth, the account intelligence, the data layer behind pipeline and forecasting, and every automation on top will be designed, built and shipped by this role, from a blank page. This is a hands‑on builder role that combines revenue operations judgment with GTM engineering: you decide what the highest‑leverage system is, then you build it.

Nscale sells the infrastructure that the agentic era runs on, and we intend to run our GTM the same way. The agentic workflows for research, enrichment, signal routing and competitive intelligence that this team will run on are yours to architect, build and ship from the ground up. You are not improving someone else’s system; you are creating the one every future hire inherits.

What You'll Own

The commercial source of truth

• Implement and structure the CRM from the ground up: account and opportunity data models, pipeline stages, required fields, routing, process hygiene and reporting — one trusted record for every deal and every tranche of capacity
• Architect and build the GTM stack from scratch with integrations and automations that eliminate manual work before it ever becomes habit
• Own field governance and data integrity with Revenue Enablement — the standard is enforced in the system, not in reminders

The data layer and reporting

• Create the data layer the GTM operating rhythm will run on — pipeline health, deal velocity, forecast accuracy, ASP by SKU, utilization, capacity sold-forward. None of this data exists today; you define it, instrument it and make it trustworthy
• Build the first reporting these forums will ever run on — the weekly pipeline review, the capacity allocation forum and the WPR are being stood up in parallel with this role
• Build executive dashboards that make funnel performance, pipeline coverage and launch adoption legible at a glance

AI-native workflows and automation

• Build and ship the first agentic and automated workflows for research, enrichment, account intelligence, signal capture and routing — removing repetitive work while preserving human judgment on strategic accounts
• Build the internal tools, dashboards and agents that become this team’s core infrastructure — a competitive intelligence hub and rep-facing agents are on the blueprint; you build the first versions
• Build the automation behind deal capture and commercial document assembly from zero, as deal desk standardizes its structures

Ecosystem and signal mining

• Mine Nscale's unique data — the Ray and Anyscale ecosystem, open-source community activity, platform usage telemetry — to identify high‑value prospects, warm paths and expansion signals before competitors see them
• Turn usage and adoption signals into sales triggers: who is scaling, who is about to hit capacity, who went quiet

Seller workflows and adoption

• Design the first selling workflows with the sellers — there is no playbook to inherit; what you build with them becomes the playbook
• Build the onboarding path for every seller who follows: how new hires learn the stack, with Revenue Enablement

You Might Be a Good Fit If You Have

• 4–8 years in revenue operations, sales operations, or GTM engineering at a B2B technology company — ideally including an early-stage or high-growth environment
• Hands‑on experience implementing and administering a CRM (Salesforce, HubSpot or similar): data models, pipeline design, routing, hygiene and reporting
• Strong ability to work with data, APIs, integrations, enrichment sources, automation tools and lightweight scripting (SQL plus Python or similar) to turn fragmented commercial information into usable workflows
• The blank‑sheet muscle: you can take an ambiguous problem, identify the highest‑leverage system to build, and ship it without waiting for detailed requirements
• A working understanding of how an early‑stage sales org operates — ICP definition, prospect research, pipeline management, handoffs — and a sharp sense for the difference between useful process and unnecessary process
• Comfort working directly with sellers, commercial leadership, product, engineering and finance, and translating commercial needs into clear system and data requirements

Strong Candidates May Also Have

• Built 0‑to‑1 GTM infrastructure before the company had a mature CRM, documented ICP or standardized sales process
• Experience with AI-native GTM workflows: research automation, enrichment, account intelligence, workflow orchestration, agent building
• Experience at an infrastructure, developer‑tools, open‑source or consumption‑priced company — familiarity with GPUs, Ray or Kubernetes is a plus, not a requirement
• Mined community or product‑usage data as a source of commercial intelligence
• Exposure to quota reporting, attainment tracking or sales compensation operations (a growing part of this role’s scope over time)

Why this role, now:

Every system this role builds becomes the central nervous system of Nscale’s revenue organization — there is no legacy stack to maintain, no process to inherit, and no committee between you and shipping. You will see your work in the Monday pipeline review within weeks of building it.

The range below reflects the base salary for the position. Actual compensation may vary based on job‑related factors such as skill set, experience, education, and location. In addition to base salary, this role may be eligible for bonus, equity, and/or commission programs. Nscale may offer a competitive benefits package including medical, dental, vision, flexible paid time off, parental leave, and retirement plan participation.

Salary Range: $120,000 USD – $200,000 USD

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