AI Product Engineer,Manufacturing,Logistics Systems Full Stack, Next.js+Supabase
Remote
Job Summary
Design and ship internal tools, dashboards, and automations using Claude Code as the primary development environment, reading and validating AI-generated code for Next.js, Supabase, and n8n workflows. Prioritize manual processes across departments to build multi-step agent-based architectures that integrate with NetSuite, Shopify, and Patchworks, while establishing prompt libraries and best practices for consistent output quality. Deliver structured training and coaching to upskill the wider team in AI-augmented workflows, ensuring efficient adoption across marketing, operations, and finance. Collaborate cross-functionally to define the AI adoption roadmap and integrate solutions with existing data pipelines.
Required Qualifications
- Proven track record of shipping production web applications using AI-accelerated development, with real examples you can walk us through
- Deep hands-on experience with Claude Code as a primary development environment, alongside strong knowledge of Claude across Chat and Cowork
- Strong Supabase experience: Postgres data modelling, Row Level Security policies, and edge functions are essential
- Experience deploying and running applications on Vercel with Next.js
- Disciplined GitHub workflow: branching strategies, pull requests, and managing preview/production environments through Vercel
- Experience building and operating n8n workflows, including error handling and integrations via APIs and webhooks
- The ability to read and reason about the code AI produces (TypeScript, SQL): you will not be hand-coding, but you must understand what is happening under the hood and catch what the AI gets wrong
- Able to produce Technical Design Documents (with AI) covering architecture, data model, and security to a standard fit for approval
- Experience designing and building agent-based workflows, including sub-agents and orchestration agents
- Experience working within Agile frameworks: sprint planning, daily standups, and delivering in sprint increments
- Strong prompt engineering skills with the ability to design, test, and iterate on complex prompts for diverse use cases
- Comfortable working with APIs (REST, webhooks, OAuth) and JSON
- Excellent analytical and problem-solving skills with the ability to break down complex processes into buildable, automatable steps
- Strong written and spoken English with the ability to create clear documentation and training materials
- Ability to clearly communicate technical concepts to non-technical stakeholders
- Self-directed and structured working style, able to manage workload independently in a remote environment aligned with UK business hours
- Naturally curious with a bias toward continuous improvement and staying ahead of the rapidly evolving AI landscape
Desired Qualifications
- A formal software development background: professional experience writing code by hand before adopting AI-accelerated workflows
- Any NetSuite experience: administration, saved searches, SuiteQL, or REST/OAuth integrations
- Experience with iPaaS or middleware platforms for system integration, particularly Patchworks
- Familiarity with MCP (Model Context Protocol) or similar AI integration standards
- Familiarity with other AI platforms and models (e.g. OpenAI, Gemini) and the ability to compare capabilities objectively
- Experience working with e-commerce platforms, particularly Shopify
- Understanding of e-commerce operations including order management, inventory, and customer lifecycle
- Experience working in or with D2C or multi-brand retail businesses
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