Description review
Senior Full-Stack Developer (AI-Assisted)
Productiv Team · Poland · back to the listing
HR standards
54/100
needs work
Title ↔ description
88/100
strong
Reads as
Full-Stack Engineer
100% confident
How others title the same work
Large employers
- Software Development Engineer, Influencer Management Adobe
- Senior Software Engineer (EAA) Coinbase
- Senior Software Engineer, Full Stack (Coinbase Advisor - Agentic Trading) Coinbase
- Senior Software Engineer (Typescript), AI Clients: Duo CLI GitLab
- Grafana Labs | Senior/Staff Software Engineer - AI / Agentic apps | 100% Remote (US + Canada) | Grafana Labs
Startups
- Founding Software Engineer Aglide
- Product Engineer (Founding team) Aglide
- AiMi | Full Stack AI Engineer | Remote(Everywhere) | Full-time AiMi
- Staff Software Engineer AiPrise
- ALBERT | REMOTE ALMOST ANYWHERE IN THE WORLD | Hiring principal and distinguished ALBERT
What the listing never says
- 18 bullet points. Long requirement lists deter qualified candidates, who read them as hard gates. Scope clarity
- No pay range published. Candidates cannot tell whether applying is worth their time. Pay transparency
The listing, marked up
Nothing in the wording of this listing tripped a check. The scores above still judge how complete and coherent it is.
About the role
We are looking for a Senior Full-Stack Developer to help build and harden a TypeScript, front-to-back product built on Next.js 15, React 19, and an AI pipeline powered by Anthropic Claude.
This is a hands-on, high-ownership role on a small team. The near-term roadmap is concrete and already scoped: you won't be inventing directions from scratch, you'll be shipping well-defined systems and leveling up the codebase as you go.
Key Responsibilities
• Build the final pipeline agent (the certification builder), including schema design, LLM prompt and output design, and a review and approval workflow
• Own multi-tenant readiness: role-based access control, a membership model, email invitations, and self-serve workspace provisioning
• Bring database maturity to the project: adopt a formal migration workflow and separate staging from production data
• Lead production hardening: rate limiting and usage budgets for AI endpoints, a cloud IAM and security review, secrets and environment hygiene, and error observability
• Set up engineering process: a CI pipeline and broader test coverage
• Improve the structure of a fast-grown codebase while continuing to ship features
• Make build-vs-buy calls, write specs, and mentor a junior engineer
Required Qualifications
• Deep TypeScript and modern React/Next.js experience (App Router, Server Components, Server Actions)
• Production SaaS backend experience: multi-tenant data models, role and permission systems, and auth flows (OAuth, JWT sessions)
• Relational database maturity: Postgres with an ORM (Prisma preferred), a sound migration strategy, and safe schema changes on a live database
• Distributed-systems fundamentals in a serverless world: queues, webhooks, idempotency, retries and backoff, timeouts
• LLM product engineering experience: prompt design, structured and validated outputs, awareness of token costs, and graceful degradation when a model or data source fails
• Security instincts: able to run a cloud IAM review (GCP or equivalent), reason about tenant isolation across data, storage, and real-time layers, and know where rate limiting and secrets hygiene belong
• Strong judgment and comfort being the most senior engineer on the project
• Strong async communication: clear technical questions, documented decisions, and self-surfaced blockers
Nice to Have
• Real-time collaboration experience (Yjs, Liveblocks, or ProseMirror/Tiptap internals)
• Google Cloud specifics: Cloud Run, workload identity federation, GCS signed URLs
• Experience taking an early-stage product to its first paying customers
All our positions are Remote and are available as Full Time Employment or B2B Contracts
Originally posted on Himalayas
We are looking for a Senior Full-Stack Developer to help build and harden a TypeScript, front-to-back product built on Next.js 15, React 19, and an AI pipeline powered by Anthropic Claude.
This is a hands-on, high-ownership role on a small team. The near-term roadmap is concrete and already scoped: you won't be inventing directions from scratch, you'll be shipping well-defined systems and leveling up the codebase as you go.
Key Responsibilities
• Build the final pipeline agent (the certification builder), including schema design, LLM prompt and output design, and a review and approval workflow
• Own multi-tenant readiness: role-based access control, a membership model, email invitations, and self-serve workspace provisioning
• Bring database maturity to the project: adopt a formal migration workflow and separate staging from production data
• Lead production hardening: rate limiting and usage budgets for AI endpoints, a cloud IAM and security review, secrets and environment hygiene, and error observability
• Set up engineering process: a CI pipeline and broader test coverage
• Improve the structure of a fast-grown codebase while continuing to ship features
• Make build-vs-buy calls, write specs, and mentor a junior engineer
Required Qualifications
• Deep TypeScript and modern React/Next.js experience (App Router, Server Components, Server Actions)
• Production SaaS backend experience: multi-tenant data models, role and permission systems, and auth flows (OAuth, JWT sessions)
• Relational database maturity: Postgres with an ORM (Prisma preferred), a sound migration strategy, and safe schema changes on a live database
• Distributed-systems fundamentals in a serverless world: queues, webhooks, idempotency, retries and backoff, timeouts
• LLM product engineering experience: prompt design, structured and validated outputs, awareness of token costs, and graceful degradation when a model or data source fails
• Security instincts: able to run a cloud IAM review (GCP or equivalent), reason about tenant isolation across data, storage, and real-time layers, and know where rate limiting and secrets hygiene belong
• Strong judgment and comfort being the most senior engineer on the project
• Strong async communication: clear technical questions, documented decisions, and self-surfaced blockers
Nice to Have
• Real-time collaboration experience (Yjs, Liveblocks, or ProseMirror/Tiptap internals)
• Google Cloud specifics: Cloud Run, workload identity federation, GCS signed URLs
• Experience taking an early-stage product to its first paying customers
All our positions are Remote and are available as Full Time Employment or B2B Contracts
Originally posted on Himalayas