Aveni is redefining how financial institutions use AI.
We build real, production-ready agentic systems that reshape how banks, advisers, and financial services firms operate, replacing fragmented processes with intelligent, end-to-end workflows.
Our achievements include being recognised as Fintech of the Year for two consecutive years and winning Best Specialist Technology Service at the Professional Adviser Awards 2025.
Backed by leading investors, including Puma Private Equity, and commercially supported by Lloyds Banking Group and Nationwide Building Society, we previously completed one of Scotland’s largest Series A rounds.
As the adoption of AI accelerates in financial services, we’re scaling our team to meet growing demand.
The RoleWe're seeking a hands-on Senior AI Software Engineer with strong full-stack experience to build and ship AI-powered products into production, leveraging FinLLM (the UK's first LLM for Financial Services) and other LLMs.
You won’t build or train models—instead, you'll engineer the systems, services, interfaces, and integrations that bring those models to life for advisers, analysts, and banking teams.
You'll own features end-to-end, covering selection, implementation, deployment, observability, and iteration across backend, frontend, and cloud infrastructure.
Key ResponsibilitiesBuild production-ready, AI-powered products integrating LLM capabilities, RAG, and agentic workflows into real-world processes.
Select models, orchestrate prompts, design systems, and implement AI tooling (e.
, LangGraph, Langfuse).
Design evaluation, monitoring, and observability to ensure reliability and readiness for production.
js and TypeScript.
Build modern, responsive React frontends to make AI useful in customer workflows.
Architect cloud-native systems on AWS (Lambda, ECS/Fargate, API Gateway, SQS/SNS, DynamoDB, RDS).
Implement microservices, distributed-system principles, and strong oper.