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For Companies At a Glance
- Tasks: Build an AI-enabled product and develop full-stack features in a collaborative team.
- Company: Join RC Fornax, a forward-thinking tech company in Bristol.
- Benefits: Flexible hybrid work, competitive pay, and real ownership of projects.
- Other info: Be part of a small, high-trust team with excellent growth opportunities.
- Why this job: Make a tangible impact on defence and engineering with cutting-edge technology.
- Qualifications: Strong full-stack experience, especially in TypeScript, React, and AI workflows.
Location: Bristol
Engagement Type: Permanent or Contract
Day Rate / Salary: £350–£500 per day (contract) or permanent package by discussion
Work Model: Hybrid - Bristol office, flexible by agreement
About the Role
We’re looking for a Senior Full-Stack Engineer to join the product engineering team at RC Fornax. This role will initially focus on building a new AI-enabled product, a structured document generation and workflow tool that transforms unstructured inputs into high-quality, structured outputs through analysis, drafting, review, and publishing workflows. The product sits within a broader defence and procurement platform, where outputs directly support real-world engineering, delivery, and supplier decisions. The early emphasis is on getting this product built quickly and properly. Over time, this role will expand to work across the wider platform as part of a small, collaborative engineering team.
We’re looking for a pragmatic, delivery-focused engineer who is comfortable working across the stack, but whose strongest value comes from backend systems, AI workflow orchestration, and turning complex product workflows into reliable software. You’ll own vertical slices of the product, contribute to technical decisions, and help shape how we build and operate the platform as it evolves. This is applied AI product engineering. The focus is on building reliable systems around structured generation, agent-driven workflows, and multi-step processes, not frontend-heavy work, and not ML research. You’ll work closely with product and leadership in a small team environment, with real ownership and direct impact.
Technical Environment
You’ll be working within an established monorepo and product architecture, including:
- Frontend: Next.js, React, TypeScript, Tailwind
- Backend / Data: Convex (real-time database, serverless functions)
- AI orchestration: AI SDK + OpenAI (structured generation, agentic workflows)
- Auth: Clerk
- Monorepo: Turborepo with shared packages and strict conventions
What You’ll Do
- Build a new AI-enabled product from the ground up as a core platform capability
- Design and implement backend workflows for AI-assisted document analysis, structured generation, agent-driven interactions, and multi-step processes
- Develop full-stack features across frontend and backend
- Design APIs, data models, and workflow/state logic for complex systems
- Build agentic workflows (e.g. conversational interfaces that guide users through structured output creation)
- Work with document ingestion, extracted inputs, prompts, structured outputs, validation, retries, and error handling
- Translate complex product workflows into clean, maintainable engineering solutions
- Collaborate closely with product to shape scope and iterate quickly
- Contribute to CI/CD, environments, and production readiness as the product matures
- Implement secure and reliable engineering practices suitable for regulated and defence-related environments
- Over time, contribute across the wider product stack
What We’re Looking For
- Strong full-stack engineering experience
- Strong TypeScript experience
- Strong React and Next.js experience
- Strong backend and system design capability
- Experience building APIs and managing application data models
- Experience building or owning complex multi-step workflows (not just CRUD apps)
- Core Requirement: Production AI workflow experience - building reliable AI-assisted systems, including structured generation, prompt orchestration, agentic patterns, validation, retries, and failure handling
- Strong understanding of how applications behave in production (deployments, environments, observability, reliability)
- Comfortable debugging production issues across environments
- Experience improving or hardening early-stage systems
- Pragmatic problem solver with a strong delivery mindset
- Product-minded engineer who contributes to solution design, not just implementation
- Actively uses modern AI development tooling (e.g. Cursor, Copilot, Claude)
- Right to work in the UK
Nice to Have
- Experience building AI agents or agentic workflows
- Experience working with NoSQL or real-time databases (or willingness to learn quickly)
- Experience with document ingestion or file-heavy systems
- Experience with PDF generation or e-signature integrations
- Experience with CI/CD, logging, monitoring, or alerting
- Experience with messaging or event-driven systems
- Experience working on SaaS or platform products
- Experience in regulated or defence-related environments
- Experience contributing to or delivering 0 to 1 product builds
What Success Looks Like
- Helped take a new AI-enabled product from concept to a working product quickly
- Built reliable AI-assisted workflows for structured generation and user-guided outputs
- Delivered high-quality product features across backend and frontend
- Improved reliability and clarity of AI-driven processes and user feedback
- Contributed effectively to the wider engineering environment and product evolution
What We Offer
- Opportunity to build a core AI-enabled product from the ground up
- Real ownership over product and technical decisions
- Work that directly impacts defence, engineering, and procurement outcomes
- A small, high-trust team working closely across product and engineering
- Flexible engagement (contract or permanent) and hybrid working by agreement
- The chance to shape both a new product and the broader platform over time
Additional Information
Right to work in the UK is required. Eligibility for UK Security Clearance (SC) is great but not essential.
Senior Full-Stack Engineer in Bath employer: RC Fornax
Contact Detail:
RC Fornax Recruiting Team
StudySmarter Expert Advice 🤫
We think this is how you could land Senior Full-Stack Engineer in Bath
✨Tip Number 1
Network like a pro! Reach out to your connections in the tech industry, especially those who work at companies you're interested in. A friendly chat can lead to referrals, which are often the golden ticket to landing an interview.
✨Tip Number 2
Show off your skills! Create a portfolio or GitHub repository showcasing your projects, especially those that highlight your full-stack capabilities and AI workflow experience. This gives potential employers a taste of what you can do beyond your CV.
✨Tip Number 3
Prepare for technical interviews by brushing up on your coding skills and system design principles. Practice common algorithms and data structures, and be ready to discuss your past projects in detail, focusing on how you tackled challenges.
✨Tip Number 4
Don’t forget to apply through our website! It’s the best way to ensure your application gets seen by the right people. Plus, it shows you’re genuinely interested in the role and the company.
We think you need these skills to ace Senior Full-Stack Engineer in Bath
Some tips for your application 🫡
Tailor Your Application: Make sure to customise your CV and cover letter to highlight your experience with full-stack engineering, especially in TypeScript, React, and Next.js. We want to see how your skills align with the role, so don’t hold back on showcasing relevant projects!
Showcase Your AI Experience: Since this role focuses on building AI-enabled products, it’s crucial to emphasise any experience you have with AI workflows or systems. Share specific examples of how you've implemented AI solutions in past projects to grab our attention.
Be Clear and Concise: When writing your application, keep it straightforward and to the point. We appreciate clarity, so avoid jargon and make sure your key achievements stand out. This helps us quickly see why you’d be a great fit for our team!
Apply Through Our Website: We encourage you to apply directly through our website. It’s the best way for us to receive your application and ensures you’re considered for the role. Plus, it shows you’re keen on joining our team at StudySmarter!
How to prepare for a job interview at RC Fornax
✨Know Your Tech Stack
Make sure you’re well-versed in the technologies mentioned in the job description, especially TypeScript, React, and Next.js. Brush up on your backend systems knowledge too, as they’ll want to see how you can design APIs and manage data models.
✨Showcase Your AI Experience
Since this role focuses on AI-enabled products, be prepared to discuss your experience with AI workflows. Share specific examples of how you've built reliable AI-assisted systems and handled complex multi-step processes.
✨Demonstrate Problem-Solving Skills
They’re looking for a pragmatic problem solver, so come ready with examples of challenges you’ve faced in previous projects. Highlight how you approached these issues and what solutions you implemented to ensure successful outcomes.
✨Engage with the Team
This role involves collaboration within a small team, so show your interpersonal skills. Ask insightful questions about the team dynamics and how you can contribute to shaping the product. This will demonstrate your interest in being an active part of their engineering environment.