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Senior Full-Stack Engineer — AI Document Generation Adema AI | SH Proptech Limited | Remote (UK) | Contract Next.js · Python · LLM / RAG · TypeScript About Adema AI Adema AI is a full-stack, AI-native platform operating in a regulated, document-heavy industry. We build production tooling that automates professional knowledge work — replacing manual, expert-driven workflows with structured AI pipelines that draw on large, jurisdiction-specific policy corpora. Our stack is modern, our domain is complex, and our bias is toward shipping. The Role We are hiring a senior engineer to build and ship a core AI generation product on our platform. The feature takes structured inputs from users and produces long-form, policy-grounded professional documents suitable for regulated submission — assembled dynamically from templates, retrieved policy context, and LLM-generated narrative. This is a build-and-ship role. Product specification, domain framework, and subject-matter expertise are already in-house. What we need is someone who can take a well-defined spec and turn it into a working, deployed, production-quality product — fast. What You Will Build • A dynamic input layer that captures structured, context-dependent user inputs with conditional logic driven by use-case type, • An LLM generation pipeline (Claude / GPT-4) producing structured, professional long-form output grounded in a retrieved knowledge base — prompt engineering, structured output, context management, • A RAG architecture over a substantial domain corpus: ingestion, chunking, embedding, vector retrieval, and context assembly using pgvector or equivalent, • Multi-template document generation with conditional logic across several distinct output variants, each with its own structure, tone, and policy grounding, • Production-grade document output in PDF and Word formats, rendered from structured data and ready for professional use, • Full integration into the existing Adema AI platform — Next.js frontend, Supabase backend, Auth0, Vercel deployment Requirements Must have • Strong full-stack experience — Next.js / React / TypeScript frontend, Python (FastAPI) or Node backend, • Hands-on experience building LLM-powered applications in production: prompt engineering, RAG, structured output, context window management, evals, • Experience with document generation pipelines — producing PDF and Word output from structured data, not just HTML previews, • Comfort working with large, complex domain corpora — ingesting, structuring, and retrieving from detailed reference material, • A track record of shipping production features, not prototypes or demos, • Fully independent delivery — you can own a spec end-to-end, make the right technical calls without hand-holding, unblock yourself, and ship. No one will be sitting next to you telling you what to do, • Genuinely world-class. We are only interested in hearing from the best of the best — engineers who are exceptional at what they do and can prove it. If that is not you, this is not the role, • Experience with Supabase, Vercel, and modern deployment stacks, • Familiarity with regulated or policy-heavy document generation (legal, planning, compliance, financial), • Experience building multi-template document generators with conditional logic, • Working knowledge of RAG architectures using vector databases (pgvector, Pinecone, or similar), • Hands-on experience with the Claude API / Anthropic SDK Tech Stack • Frontend: Next.js, React, TypeScript, Tailwind CSS, • Backend: Python (FastAPI) and/or Node.js, • Database: Supabase (PostgreSQL), pgvector, • AI: Claude API (Anthropic), OpenAI API, RAG pipeline, • Deployment: Vercel, GitHub Actions CI/CD, • Auth: Auth0 Engagement Structure The most important thing to us is proof of delivery. Everything else — structure, terms, arrangement — is flexible for the right person. • Structure: Employment preferred, but we are flexible on the arrangement for the right candidate, • Compensation: £70k–£100k equivalent, subject to performance, • Equity: available for the right candidate — we are open to meaningful equity participation for someone who becomes core to the business, • Location: Fully remote, UK-based preferred How We Work • Small, senior team — no layers of management between you and the product, • Direct access to the CEO and domain experts, • Sprint-based delivery with clear milestones, • We value shipping over talking — show us what you can build How to Apply Send the following to : • Your CV or a link to your portfolio / GitHub, • A brief note (max 500 words) on how you would approach building an AI-powered long-form document generator grounded in a domain-specific knowledge corpus Adema AI is a trading name of SH Proptech Limited (Company Number 15518685). Registered office: 3rd Floor 45 Albemarle Street, Mayfair, London, W1S 4JL.

£33,000 per annum with the potential to earn over £50,000 plus (with lots of overtime) If you are experienced in installing vinyl sheet, carpets and carpet tiles - they would love to hear from you! This is a great opportunity to join an established family run Midlands based business that can offer excellent career progression and development prospects. Due to wining new business and contracts, ...

As a Floor Layer you will be: Laying vinyl flooring and potentially carpets Completing standard social housing floor laying to a high standardI’d love to speak to anyone who has: Social housing experience as a floor layer Additional skills in plumbing, plastering, bricklaying, flooringT

Job Title: Commercial Floor Layer Location: Solihull (with travel across the West Midlands) Salary: £38,000 – £42,000 per annum Working Hours: Monday to Friday, 07:30 – 15:30 About the Role We are seeking experienced and reliable Commercial Floor Layers to join a gro

R9 Recruitment are looking for an experienced and skilled Floor Layer to join our clients growing team. Key Responsibilities * Install a variety of flooring types including vinyl, carpet, laminate, lino, safety flooring, and tiles. What We’re Looking For * Proven experience as a Floor La

Vinyl Floor Fitter Location: Birmingham Rate: £220 - £230 CIS Start: Immediate / 2 weeks We are currently recruiting for an experienced Vinyl Floor Fitter to work on a range of commercial projects across [region], on behalf of a well-established and growing contractor. This is an excellent opportunity for a skilled fitter looking for consistent work, competitive rates, and the chance to work on high-quality projects. The Role: * Installation of vinyl flooring including cap & cove, safety flooring, and sheet vinyl * Working across commercial environments such as healthcare, education, and office spaces * Ensuring high standards of finish and attention to detail * Working independently or as part of a team to meet project deadlines Requirements: * Proven experience as a vinyl floor layer/fitter

Floor Layer / Carpet Fitter (Flooring Installer). Join a growing organisation as a skilled Floor Layer / Carpet Fitter (Flooring Installer) working on nationwide commercial and residential flooring installations. If youve also worked in the following roles, wed also like to hear from you: Carpet Fit

Multi-Job Board Advertising and CV Sourcing Recruitment Services provided by AWD online. AWD online specialise in sourcing candidates and advertising vacancies on multiple job boards for companies on a non-commission basis. AWD online operates as an employment agency.

As an Experienced Resin Floor Layer, you will work across commercial, industrial, and specialist sites, delivering high-quality resin flooring installations. We are currently seeking an Experienced Resin Floor Layer to join their nationwide team. Install a variety of resin flooring systems, includin

Floor Layer / Carpet Fitter (Flooring Installer) Join a growing organisation as a skilled Floor Layer / Carpet Fitter (Flooring Installer) working on nationwide commercial and residential flooring installations. This role offers excellent earning potential, overtime, and career progression within a supportive team environment. If you’ve also worked in the following roles, we’d also like to hear from you: Carpet Fitter, Vinyl Installer, Flooring Technician, LVT Installer SALARY: £33,000 per annum (Basic Salary) with the potential to earn over £50,000+ with overtime + Benefits LOCATION: Solihull, West Midlands with the flexibility to travel nationwide to carry out flooring installations JOB TYPE: Full-Time, Permanent WORKING HOURS: 40 Hours per Week, Monday to Friday JOB OVERVIEW We have a fantastic new job opportunity for a Floor Layer / Carpet Fitter (Flooring Installer) to join a well-established and expanding organisation delivering high-quality flooring solutions across the UK. As a Floor Layer / Carpet Fitter (Flooring Installer) you will be responsible for installing a range of flooring including vinyl sheet, carpets, carpet tiles and luxury vinyl tiles in both commercial and residential environments. The Floor Layer / Carpet Fitter (Flooring Installer) role involves working independently and as part of a team, travelling nationwide to complete projects from preparation through to final installation. This is an excellent opportunity for a Floor Layer / Carpet Fitter (Flooring Installer) seeking long-term career development, consistent work, and the chance to significantly increase earnings through overtime. APPLY TODAY Ready to make your next career move? Apply Now for our Recruitment Team to review. DUTIES Your duties as the Floor Layer / Carpet Fitter (Flooring Installer) include: • Floor Installation: Installing vinyl sheet, carpets, carpet tiles and LVT to a high standard, • Surface Preparation: Preparing subfloors using latex, plywood and other materials, • Cap and Cove Work: Completing welded flooring including cap and coving installations, • Project Delivery: Carrying out installations from start to finish on-site, • Travel Requirements: Working on projects nationwide, including staying away when required, • Quality Assurance: Ensuring all work meets professional standards and client expectations, • Health and Safety: Following site safety procedures and best practice at all times, • Team Collaboration: Working effectively with colleagues and site teams CANDIDATE REQUIREMENTS • Previous experience in floor laying within commercial or residential environments, • Experience installing vinyl sheet, carpets and carpet tiles, • Experience with floor preparation techniques including latex and plywood, • Ability to complete welded flooring including cap and coving, • Ability to work independently and use initiative, • Willingness to travel and work away from home when required, • A full UK driving licence is preferred but not essential BENEFITS • 20 days holiday plus Bank Holidays • Company vehicle • Pension HOW TO APPLY To be considered for this job vacancy, please submit your CV to our Recruitment Team who will review your details. CV’s of Job Applicants meeting this requirement will be submitted to our Client for consideration. By submitting your job application to us you are hereby giving us your express consent to submit your details to our Client for this purpose. JOB REF: AWDO-P14637 Full-Time, Permanent Construction and Trades Jobs, Careers and Vacancies. Find a new job and work in Solihull, West Midlands. Multi-Job Board Advertising and CV Sourcing Recruitment Services provided by AWD online. AWD online specialise in sourcing candidates and advertising vacancies on multiple job boards for companies on a non-commission basis. AWD online operates as an employment agency. awd online | AWD-IN-SPJ

Floor Layer with Altro Flooring experience.

A leading service provider in the UK seeks a skilled Floor Layer to join their team in Brent. In this role, you will be responsible for a variety of flooring installations and repairs across residential properties. The ideal candidate will have proven experience in the flooring industry, strong atte

A reputable flooring company is seeking experienced Commercial Floor Layers for travel across the West Midlands. The role involves installing hygienic flooring in various commercial settings like schools and hospitals.

Floor Layer - Wet Rooms needed in London, £24. You will carry out a range of tasks including preparing surfaces, fitting waterproof systems, laying floor and wall coverings, and ensuring all works meet safety and quality requirements.

Previous experience in floor laying or a relevant trade qualification (NVQ in Floor Covering is a plus). You will be responsible for installing and repairing flooring in council-managed properties, ensuring work is completed to a high standard and within safety guidelines. Install and repair various

Proven experience as a floor layer across domestic and commercial settings. We’re looking for a skilled and experienced Floor Layer to join our team in Brent, working in partnership with Brent Council. You’ll carry out a wide range of flooring installations and repairs across residential propert

A housing association in Brent is seeking a skilled Floor Layer to carry out flooring installations and repairs across residential properties. Responsibilities include installing sheet vinyl and tile flooring, preparing subfloors, and ensuring compliance with health and safety regulations.

Minimum 3 years' experience as a Vinyl Floor Layer or Safety Flooring Installer. Experienced Vinyl Floor Layer - Ongoing Agency Contract (London). Job Title: Experienced Vinyl Floor Layer.

Role Responsibilities*** Install and renew sheet vinyl flooring, ensuring smooth, bubble-free finishes and sealed seams* Lay ceramic and other tile types, including cutting, alignment, grouting, and sealing* Fit cap and cove wet room floors, creating seamless, waterproof surfaces with curved wall ed

We’re looking for a skilled and experienced Floor Layer to join our team in Brent, working in partnership with Brent Council. Proven experience as a floor layer across domestic and commercial settings. Skilled in sheet vinyl, tile work, cap and cove installations, and floor preparation.

A leading maintenance service provider in Greater London is looking for a skilled Floor Layer to join their team in Brent. The role involves installing and renewing various types of flooring, ensuring high standards of quality and safety.

A leading employment agency is seeking a skilled Floor Layer in London for a full-time, temporary contract at £24.

A recruitment agency is seeking a team of Floor Layers for a commercial project in Grantham, England starting April 7.

Will have experience in working in tenanted properties and be proficient in laying floor tiles.

Mechanical Estimator (Contract - Potential to Go Permanent).Day Rate / Salary: Competitive (DOE).An established M&E contractor is seeking an experienced.You will take responsibility for the preparation and development of.This role requires someone who can work independently, producing accurate and c

Floor Layer – Wet Rooms needed in London, £24. You will carry out a range of tasks including preparing surfaces, fitting waterproof systems, laying floor and wall coverings, and ensuring all works meet safety and quality requirements.

Senior Estimators – Main Contractor / Civils / M&E.We are currently working with a number of contractors across the UK who are actively looking to strengthen their pre-construction teams.Experienced estimators are hard to find.If you’re currently working as an Estimator or Senior Estimator and h

Local Job Title: Installation Fitter.Reports to: Installation Manager.Provide service and limited work supervision to complete plant installation, commissioning, equipment maintenance, repair, rebuild, troubleshooting, operator training and warranty commitments at customers operational and construct

Estimator – Highways Electrical | UK (Remote with Travel) 🚧.Ready to power smarter, greener cities?.Join a leading UK infrastructure and engineering business with over 25 years of expertise, delivering large-scale projects across electrical, mechanical, high voltage, EV infrastructure, and stre

Site Fitters & Installers (Architectural Steelwork).UK Wide (Working Away Required).Hourly Rate Negotiable (DOE) + Overtime + Allowances.Fabrication / Construction / Engineering.Our client, a well-established specialist in architectural and secondary steelwork, is seeking experienced Site Fitters &

Senior Estimators – Main Contractor / Civils / M&E.We are currently working with a number of contractors across the UK who are actively looking to strengthen their pre-construction teams.Experienced estimators are hard to find.If you’re currently working as an Estimator or Senior Estimator and h

Dalkia Engineering - Estimator.We are a leading provider of M&E engineering solutions across the UK, delivering complex projects within healthcare, nuclear, defence, government, leisure, industrial and infrastructure sectors.We are now seeking an experienced Estimator to prepare accurate, competitiv

A rare opportunity has become available for a Mechanical Estimator to join one of the region’s most successful and fast-growing Building Services contractors.Over the last three years, the business has gone from strength to strength, posting record turnover and profits year on year whilst securing

Location: Annesley, Nottinghamshire.You will be involved in projects that contribute to net-zero initiatives, as well as those focused on maintaining and upgrading existing network infrastructure.The role will include work on high-voltage overhead powerline (OHL) schemes.You’ll work closely with B

Up to £80,000 DOE | Remote (UK based) | Travel to Sites required.An established and highly regarded specialist contractor operating within the marine and heavy civil engineering sector.The business delivers complex infrastructure projects across the UK and is known for its collaborative culture, te

At Ryde, we give you access to great work when you want it.We are proud to be riders first, which drives everything we do - meaning you get some of the best pay, perks, and support.We are excited to offer hourly shifts paying you for your time, not the number of deliveries and are looking for amazin

Make sure to apply with all the requested information, as laid out in the job overview below.My client is a well-established main contractor delivering high-quality construction projects across the North West of England.With a strong reputation built on professionalism, reliability, and long-term cl

Devonport, Plymouth, GB, PL1 4SG.Job Title: Electrical Fitter x10.Location: Plymouth, Devon + Relocation Assistance.Compensation: Competitive Salary + Benefits Package.Role Type: Full time / Permanent.At Babcock we’re working to create a safe and secure world, together, and if you join us, you can