Note: The job is a remote job and is open to candidates in USA. Lucky Fours is a fast-growing premium watch ecommerce brand that heavily invests in AI and automation. The Forward Deployed Engineer will work closely with the Head of Operations and AI engineer to design and implement AI agents that enhance the company's operational efficiency and decision-making processes.
Responsibilities
- Design, build, and own AI agents end-to-end: agents that consume live business data, reason over it, surface insights, and — where safe — take action autonomously
- Decide the autonomy boundaries yourself: what an agent handles alone, what it escalates, and how failures degrade gracefully
- Build and ship internal tools, dashboards, and automations used daily across the company
- Integrate external platforms and data sources so agents operate on live operational data, not stale exports
- Write evals for everything you ship — accuracy, regression checks, output quality — and use them to earn each expansion of agent autonomy
- Prototype fast, harden what wins, kill what doesn't. You make that call, and you defend it with data
Skills
- Someone who has shipped an agent to production that made real decisions on real data — and can talk concretely about where it failed and what they changed
- Strong Python (FastAPI) and modern React/Next.js
- Deep hands-on LLM experience: agent frameworks, RAG, embeddings, structured outputs, tool use, prompt caching — with strong opinions on model selection per task
- Comfort owning infra alone: cloud deploys, Postgres, Redis, webhooks, cron workers
- AI coding agents as your daily driver, not an occasional autocomplete
- A portfolio of things you shipped solo, fast — with real users
- Experience with ecommerce or marketing platform APIs is a strong plus
Company Overview