Allica Bank
FinTech
SeniorAIEngineer
Neural analysis suggests this role is
optimal for Senior candidates.
“Senior AI Engineer at Allica Bank. Skills: AI Engineering, LLM, Python. Own AI systems. Turn Voice of Customer data into insight”
Industry & Context.
Root cause analysis
What They're Looking For.
Must Have
Software engineering background, Deep proficiency in Python, Experience building LLM-powered tools, Experience shipping LLM agents, Hands-on experience with embeddings, Hands-on experience with vector databases, Hands-on experience with RAG, Hands-on experience with semantic search, Comfortable deploying models, Comfortable versioning models, Comfortable monitoring models, Experience with large-scale data platforms, Experience with cloud warehouses, Full-stack enough to wire work into API
Nice to Have
Experience with conversational data, Experience with call data, Experience with transcript data, Exposure to financial services, Exposure to regulated environment
What You'll Do.
Turn Voice of Customer data into insight
Take problems from idea to production
Build systems running reliably
Build systems running safely
Build what is decided
Wire work into interface
Evaluate models rigorously
Build pipelines to measure quality
Build pipelines to measure accuracy
Build pipelines to measure fairness
Weigh open-source options
Take privacy seriously
Take safety seriously
How You'll Work.
Team & Collaboration
Direct line to CTO; Small senior team
Communication Scope
Translate technical ideas
Full Job Description
About Allica Bank Allica is the UK’s fastest growing company - and the fastest-growing financial technology (Fintech) firm ever. Our purpose is to help established SMEs, one of the last major underserved opportunities in Fintech. Established SMEs are the backbone of local communities - representing over a third of our economy - yet have been largely neglected both by traditional high street banks and modern fintech providers. The Opportunity Allica is the UK's fastest-growing fintech, built for a group everyone else overlooked: established SMEs — the businesses that make up a third of the economy yet have been underserved by high-street banks and consumer fintechs alike. Reporting directly to our CTO, you'll own the AI systems that turn our Voice of Customer data — the thousands of calls, conversations, and emails our customers have with us every day — into insight the whole bank can search, understand, and act on. It's a senior, hands-on role with real autonomy. You'll take problems from a rough idea through to systems running reliably and safely in production inside a regulated bank. You won't be working through someone else's backlog; you'll help decide what's worth building and then build it. What we’re looking for: We care far more about what you can do than how long you've done it. If most of the below describes you, we'd like to talk — you don't need every line. Core Experience - Strong software engineering background, with deep proficiency in Python. - Experience building and shipping LLM-powered tools or agents into production — using OpenAI, Anthropic's Claude, or open-source models — not just prototypes. - Hands-on experience and understanding of embeddings, vector databases, RAG and semantic search over large volumes of unstructured text. Engineering & Delivery - Comfortable deploying, versioning, and monitoring models in production. - Experience with large-scale data platforms or cloud warehouses (BigQuery or similar) to build and run AI pipelines. - Fu
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