Job-Nr. 68651146
LG
Backend Engineer – LLM Integration (m/f/d)
Luxoft GmbH vor 1 Wochen
Vollzeit
StandortIngolstadt, Bayern
- Build and maintain FastAPI microservices that orchestrate LLM calls, tool use, and agentic workflows using LangChain / LangGraph.
- Implement Kafka producers and consumers for real-time voice session data, telemetry, and event-driven AI triggers.
- Integrate with Azure OpenAI endpoints via LiteLLM abstraction; manage prompt versioning and A/B routing.
- Write unit, integration, and contract tests (pytest, Pact); maintain coverage and quality gates in Azure DevOps.
- Containerise services with Docker; deploy and operate on AKS; contribute to Helm chart and Terraform configuration.
- Participate in code reviews with Audi engineers and contribute to joint architectural decisions.
- Monitor service health using Azure Monitor / Application Insights; triage and resolve production incidents.
- Document APIs (OpenAPI) and maintain ADR entries for significant implementation decisions.
Must have
- 3+ years professional Python development, including production web services.
- Experience with FastAPI (or Flask/Django) for REST API design.
- Familiarity with at least one LLM orchestration framework: LangChain, LangGraph, or LiteLLM.
- Apache Kafka — producer/consumer implementation; at-least-once vs exactly-once semantics.
- Docker and Kubernetes basics (deployment manifests, service configuration).
- English B2 or above.
Nice to have
- Azure services: AKS, Azure OpenAI, Managed Identity, CosmosDB.
- Terraform or Bicep for infrastructure-as-code.
- Automotive domain or OEM project experience.
- Async Python patterns (asyncio, aiohttp).
- German language skills. Other Languages English: B2 Upper Intermediate Seniority Senior
We offer
Backend Engineers in this stream own the integration layer between the AI/ML components and the vehicle/cloud communication backbone. The stack is Python-first, event-driven via Kafka, and exposed through FastAPI services running on AKS. You will work inside the joint product team, picking up S/M/L backlog tickets and shipping production-ready code.
Über den Arbeitgeber
LG
Luxoft GmbH
Unternehmen · Ingolstadt
7
offene Stellen
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