AI Engineer
IFS · London
6 months ago
HybridFull_timelogistics optimizationai agentsrag and retrieval
6 months ago
Workplace
Hybrid
Employment
Full_time
Location
London
Posted
6 months ago
Summary
Ai (fullstack) engineer role at ifs.Ai logistics to evolve an agent-first, ai-native logistics optimization product. You will design and build llm-powered agents, rag pipelines, and simulation-driven workflows, and deliver end-to-end features across backend, apis, and frontend with production ownership. The role is hybrid and emphasizes shipping, observability, and reliable ai systems.
Responsibilities
- Design and build llm-driven agents
- Develop agent orchestration patterns with guardrails
- Build and maintain rag pipelines and retrieval
- Create simulation-driven workflows using synthetic data
- Implement backend services and apis end-to-end
- Develop frontend experiences for ai features
- Operate services for performance, reliability, observability
pythontypescriptdjangofastapinode.jsreactllmsrag pipelinesembeddingsvector searchagentic patternstoolsmemoryevaluationguardrailsstructured promptingretrieval strategiessimulationsynthetic datascenario replaystate machinesrestgraphqlsqldockerci/cdiacawsgcpevent-driven systemsanalytics pipelines
logistics optimizationai agentsrag and retrievalsimulation-driven validationsupply chain optimization