Senior AI Product Engineer - Full-Stack, Revenue Impact

Storm2; San Francisco (CA); On-site; USD 180,000 - 240,000; Full time

Job summary

Storm2's client is an early‑stage InsurTech accelerating commercial insurance with AI-driven production systems. You will ship software that directly impacts revenue, underwriting efficiency, and customer experience, collaborating closely with founders and operators to move fast and measure outcomes.

The role requires crossing frontend, backend, and AI infrastructure, delivering measurable business results, and potentially relocating to San Francisco.

Qualifications

• Experience shipping production software systems.
• Strong engineering skills in Python, TypeScript, or similar languages.
• Experience building and deploying AI-powered products, including LLM applications, agents, or workflow automation.
• Ability to work across frontend, backend, and AI infrastructure layers.
• A track record of moving quickly from concept to production.
• Comfort working directly with business stakeholders and translating operational problems into software solutions.
• Strong product instincts and a focus on measurable business outcomes.
• Willingness to be based in San Francisco or relocate.

Responsibilities

• Building AI-powered product features across the full stack.
• Designing and deploying agent workflows, LLM applications, and automation systems.
• Working directly with sales, service, and underwriting teams to identify operational bottlenecks.
• Creating feedback loops, evaluations, and decision-tracing systems that continuously improve model performance.
• Testing and implementing new AI capabilities as models and tooling evolve.
• Shipping production code rapidly and measuring business impact.
• Owning outcomes such as conversion, efficiency, and user adoption metrics.
• Presenting results and learnings to both technical and non-technical stakeholders.

Skills

Production software

Python

TypeScript

AI product development

LLM applications

Agents

Workflow automation

Full‑stack AI

Stakeholder collaboration

Relocation willingness

Tools

Cursor

Claude Code

Job description

Storm2's client is an early‑stage InsurTech accelerating commercial insurance with AI-driven production systems. You will ship software that directly impacts revenue, underwriting efficiency, and customer experience, collaborating closely with founders and operators to move fast and measure outcomes.

The role requires crossing frontend, backend, and AI infrastructure, delivering measurable business results, and potentially relocating to San Francisco.