AI GTM Engineer

About Firework

Join Firework – Where Innovation Meets Impact

Firework is redefining the future of commerce as an AI and video commerce company — combining cutting-edge technology, an exclusive network of enterprise brands and retailers, and a first-mover position to win the agentic commerce race.

We've built the world's most advanced and largest video commerce platform, trusted by global brands and leading retailers. But we're more than software — our compounding network effect grows stronger with every partner we add, bringing the energy of in-store experiences online and transforming how businesses engage, convert, and build lasting customer relationships at scale.

Having raised over $235M to date, led by investors such as SoftBank Vision Fund 2, and operating at global scale, we offer unparalleled opportunities to solve complex challenges and drive meaningful impact in the future of connected commerce.

If you're curious, ambitious, and energized by big ideas — Firework is the place to grow, lead, and shape what comes next. Together.

Summary

Firework is looking for an AI GTM Engineer to architect, build, and operate the AI-powered systems that fuel our go-to-market motion. You will sit at the intersection of AI engineering and revenue operations, building autonomous agents that supercharge our GTM teams—enabling SDRs, AEs, and marketers to move faster, personalize at scale, and focus on what matters most: closing deals and growing enterprise pipelines.

This is a high-impact, highly visible role for someone who thrives at the cutting edge of AI tooling and wants to directly shape how a fast-growing company wins in the market.

What you’ll be doing

Agent Design & Development

• Architect and build multi-step AI agents using LLM frameworks (LangChain, CrewAI, or custom) integrated with GTM data sources using Claude and Openclaw

• Design agent workflows for prospect research, outbound personalization, lead scoring, pipeline enrichment, and content generation

• Connect agents to CRM, marketing automation, and data enrichment APIs (Salesforce, HubSpot, Apollo, Clay, ZoomInfo, etc.)

• Evaluate, select, and integrate AI models and tools appropriate for each agent task

GTM Systems & Automation

• Own the technical layer of Firework’s GTM stack—ensuring tools, data, and agents are connected and running reliably

• Build and maintain automated workflows that reduce manual work for SDRs, AEs, and marketers by 50%+

• Instrument agents with logging, monitoring, and alerting to catch failures and measure output quality

Data & Analytics

• Define and track agent performance metrics: leads enriched, sequences generated, response rates, pipeline influenced

• Build dashboards that surface agent ROI and provide visibility into GTM automation coverage

• Work with RevOps to ensure clean data flows between tools and agents don’t amplify data quality issues

We’ll be excited if you have

• 3+ years of experience in software engineering, with at least 1 year building LLM-based applications or AI agents

• Hands-on experience with LangChain, CrewAI, or similar agentic frameworks

• Strong Python skills and comfort working with REST APIs and data pipelines

• Experience integrating with GTM tools such as Salesforce, HubSpot, Apollo, Clay, or ZoomInfo

• A strong understanding of GTM processes—how SDRs, AEs, and marketers operate and where AI can accelerate their work

• Experience building observability and monitoring into automated systems

• Bonus: experience with Claude, OpenAI, or other LLM APIs in production environments