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AI Engineer

IFS · London

6 months ago

HybridFull_timelogistics optimizationai agentsrag and retrieval

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