SpecForm OS
Founding Full-Stack AI Engineer
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Company: SpecForm OS
Employment type: [Full-time / Contract]
Location: Remote-first; UK or compatible European time zones preferred
Reporting to: Founder
About SpecForm OS
SpecForm OS is building an AI-powered technical fashion development platform for independent designers, brands, and product teams. The platform transforms garment references into structured, editable technical outputs, including technical drawings, 3D renders, measurements, bills of materials, construction callouts, and factory-facing production documents. We are preparing for our next Beta phase and are looking for a founding engineer to strengthen the product’s technical architecture, reliability, and development velocity.
The role
As Founding Full-Stack AI Engineer, you will work directly with the founder to develop and scale the core SpecForm OS platform. You will contribute across the full product lifecycle, including system architecture, AI model integration, frontend and backend development, infrastructure, asynchronous processing, output quality, and production reliability. This is a high-ownership role for someone who wants to help turn an early-stage AI product into a dependable platform used in real fashion-development and factory workflows.
Responsibilities
- Own and improve the full-stack SpecForm OS application.
- Develop reliable AI workflows for technical drawings, 3D renders, specifications, BOMs, POMs, and construction outputs.
- Build robust asynchronous job-processing and queue infrastructure.
- Improve generation reliability, fallbacks, error handling, and observability.
- Develop editable and versioned workflows that support garment revisions throughout the sampling cycle.
- Improve PDF, SVG, and technical-document export functionality.
- Instrument model usage, credit consumption, generation cost, and output quality.
- Develop systems for structured user corrections and product-feedback loops.
- Support account management, billing, security, and future integrations.
- Work directly with Beta users to identify technical issues and rapidly ship improvements.
- Contribute to product architecture and future technical hiring decisions.
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What we are looking for
- Strong experience building and shipping full-stack software products.
- Experience integrating generative AI, multimodal models, or model APIs into production applications.
- Confidence working across frontend, backend, databases, cloud infrastructure, and APIs.
- Experience designing reliable asynchronous jobs, queues, and background-processing systems.
- Strong understanding of testing, observability, error handling, and production reliability.
- Ability to make pragmatic technical decisions in a fast-moving early-stage environment.
- Strong product judgement and willingness to engage directly with users.
- High ownership and comfort working with limited structure.
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Useful experience
- Python, TypeScript, and modern web frameworks.
- Google Cloud Platform, Cloud Run, or Cloud Tasks.
- Computer vision, image generation, or multimodal AI.
- SVG, vector graphics, CAD, or editable visual-output systems.
- Usage-based billing, token systems, or AI inference-cost management.
- Vertical SaaS, fashion technology, or product-development software.
- Fashion-industry experience is helpful but not essential. Curiosity about how physical products are designed and manufactured is important.
Why join SpecForm OS
- Join at a formative stage and shape the technical foundations of the company.
- Work on a technically complex product with a clear commercial application.
- Build directly with designers and brands using the product in active development cycles.
- Take meaningful ownership across architecture, product, and engineering.
- Grow into a senior technical leadership position as the company expands.
How to apply
Please apply with:
- Your CV or LinkedIn profile.
- Links to products, repositories, or technical work you have shipped.
- A short note describing a technically complex or AI-powered product you have built.
- Your availability and preferred working arrangement.
We value practical evidence of what you have built more than formal credentials.
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