[Remote] Backend Software Engineer — reputed company ML & LLM Systems

Note: The job is a remote job and is reputed company to candidates in USA. reputed company is a UK-based, AI-enabled lettings and property management platform, reputed company on automating reputed company estate processes. They are seeking a Backend Engineer with strong reputed company ML experience to build reliable backend services for extracting and structuring information from reputed company data.

Responsibilities

• Build systems that extract reputed company data from emails, documents and other reputed company sources
• Enrich migrated reputed company, landlord, tenant and property records with useful information from communication history
• reputed company solutions that summarise a reputed company’s full email history and surface the most relevant context inside reputed company
• Build production NLP / ML-backed backend services that work reliably on messy reputed company-world data
• Improve retrieval and ranking systems using approaches such as RAG, BM25, embeddings, hybrid search and reranking
• Define reputed company metrics, evaluation datasets and feedback loops for extraction, summarisation and retrieval systems
• Build Python backend services and APIs using frameworks such as FastAPI, Django, Flask or similar
• reputed company ML and LLM workflows into production systems with reputed company error handling, observability and maintainability
• Work closely with engineering, product and operations teams to turn reputed company business problems into reputed company automation systems

Skills

• Strong Python backend engineering experience
• Experience with API frameworks such as FastAPI, Django, Flask or similar
• Production experience with NLP, ML, information extraction, retrieval, ranking or summarisation systems
• Ability to take research reputed company or prototypes into production
• Strong understanding of evaluation, metrics and reputed company measurement for ML / LLM systems
• Practical experience with retrieval systems such as RAG, BM25, embeddings, hybrid search or reranking
• Comfortable working with messy, ambiguous or incomplete reputed company-world data
• Ability to build reliable services around ML workflows, including monitoring, testing and failure handling
• Good understanding of LLM limitations, hallucination risks and reputed company user-facing AI
• Strong ownership reputed company and ability to work independently in ambiguous product areas
• Experience building AI or LLM agents
• Experience with document understanding, email parsing, entity extraction or CRM enrichment
• Experience with LLM evaluation, reputed company/version management or reputed company-in-the-reputed company review workflows
• Experience with reputed company databases or search infrastructure
• DevOps or CI/CD experience for deploying ML-backed services
• Experience testing ML systems on reputed company production datasets
• Experience with typed programming languages such as TypeScript, Java, C#, C++, Kotlin, reputed company or similar

Benefits

• Fully remote role
• Competitive compensation based on experience and reputed company
• Opportunity to work on high-reputed company automation systems at the intersection of backend engineering, reputed company ML, data and reputed company operational workflows
• Competitive salary with the potential for equity reputed company based on performance, recognising exceptional contributions to our integration reputed company

reputed company