Job-Nr. 67920791
LG

AI/ML Engineer – LLM & Voice Pipeline (m/f/d)

Luxoft GmbH vor 1 Wochen
Vollzeit
StandortMünchen, Bayern
  • Design, implement, and optimize RAG pipelines integrating Azure AI Search, vector stores, and LLM completion endpoints.
  • Develop and maintain ASR and TTS integration modules, including audio pre and post-processing using pyAudio and librosa.
  • Create LLM prompt chains, evaluation frameworks, and safety/alignment guardrails for in-vehicle dialogue scenarios.
  • Prototype AI capabilities such as few-shot adapters, intent classification, and empathic dialogue, then transition prototypes to production.
  • Collaborate with Backend Engineers to develop the FastAPI/Kafka interface connecting the AI layer with the streaming infrastructure.
  • Contribute to edge AI components including on-device inference, model quantization, and latency management for in-vehicle use.
  • Monitor and enhance model quality metrics including BLEU, WER, CER, and faithfulness via continuous evaluation pipelines.
  • Participate in code reviews with cross-functional teams, including customer ML engineers.

Must have

  • 3+ years of hands-on AI/ML engineering in production environments.
  • Strong Python skills; experience with LLM frameworks: LangChain, LangGraph, or equivalent.
  • Practical experience building RAG systems (chunking strategies, embedding models, retrieval evaluation).
  • Familiarity with Azure OpenAI Service or OpenAI API; prompt engineering best practices.
  • Experience with at least one ASR engine (Whisper, Azure Speech, or equivalent) and a TTS system.
  • English B2 or above.

Nice to have

  • pyAudio / librosa audio signal processing.
  • Edge inference: ONNX, TensorRT, or on-device model deployment.
  • Automotive in-vehicle speech processing context (noise cancellation, far-field microphones).
  • Experience with LLM evaluation frameworks (DeepEval, Ragas, PromptFlow).
  • German language skills.

We offer

  • Munich, Germany
  • Req. VR-125083
  • AI/ML
  • Automotive Industry
  • 15/10/2026
  • Req. VR-125083

Other

Über den Arbeitgeber

LG
Luxoft GmbH
Unternehmen · München
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