Software Engineer - AI Automation & LLM Systems

Software Engineer – AI Automation & LLM Systems About Comply Copilot (Coco AI) Land development, planning consultants waste weeks on consenting paperwork that should take days. We're building AI-native SaaS tools that automate document processing, compliance checks, and report generation – so they can focus on the work that actually matters.

We're industry-backed, hybrid-working, and growing fast. This is a founding-stage role with meaningful equity. You'll work directly with the founders, ship to real users weekly, and help build something that changes how an entire industry works.

Work setup: Hybrid (NZ-based) with 2-3 days/week in our Auckland office for co-working.

The Role – Software Engineer (AI Automation & LLMs) As a software engineer focused on AI automation, you'll: • Build intelligent automation workflows – Design and ship systems that process emails, documents, and forms using LLMs to extract data, validate compliance, and trigger downstream actions • Own LLM integrations end-to-end – Work with OpenAI, Anthropic, and similar APIs to build production features including prompt engineering, RAG pipelines, and vector search • Ship user-facing AI features – Deploy workflow automation tools to planning consultants, gather feedback, and iterate based on real-world usage • Work directly with founders – Translate ambiguous user problems into simple, high-impact product decisions without needing a product manager • Contribute to technical foundations – Help establish patterns for data models, API design, and AI system architecture as the team grows

Your Background Must have: • 4+ years of experience building and shipping production software, with strong proficiency in Python or TypeScript and a track record of owning features end-to-end • Hands-on experience with modern AI/ML tooling – including LLMs, RAG, embeddings, prompt engineering, and proven ability to deploy AI features in production environments • Experience building workflow automation – ideally processing emails, documents, or forms using LLMs to extract, validate, or route information • Strong product intuition – able to translate ambiguous user problems into simple, shippable solutions without extensive hand-holding • Legal right to work in New Zealand

Must be: • Comfortable with ambiguity, rapid iteration, and extreme ownership • Outcome-focused (not ticket-focused) • A clear communicator who over-communicates rather than under-communicates • Startup-ready: high autonomy, fast learner, low ego

Our Delivery Ethos You'll thrive if you like to: • Own outcomes – This is an equity role. You're a partner, not a contractor. You care about what gets delivered and whether it works for users – not just closing tickets. • Think in systems – You're a first-principles thinker. You strategise the big picture, break it into shippable pieces, deploy the first version, and iterate based on what you learn from users every week. • Ship fast – We deploy multiple times a day. You love tight feedback loops with users. No 6-month waterfalls, no endless planning docs. Build small, ship fast, learn, repeat. • Work with a high-functioning team – We're building something together. If you prefer working solo in a dark cupboard without checking in, we're not for you.

Technology Stack Here's what we build with: • Database: Postgres • Backend: FastAPI (Python) • Frontend: React • APIs: REST • AI/LLMs: Production experience with OpenAI, Anthropic, Gemini or similar • Vector DB: Experience with RAG patterns and vector databases • Nice to have: Chakra UI, TanStack, experience with fine-tuning or inference optimisation

To Apply Skip the cover letter. Just send us a one-page resume with your most recent places of work, job title, duration, and what you shipped that mattered (1–2 lines max). Example: • Xero, Software Engineer, 2 years • Built the invoice reconciliation engine used by 50k businesses. Reduced processing time by 80% and cut support tickets by 40%.

Sound Like You? If you're keen to join a high-functioning team with plenty of growth potential, we'd love to hear from you!