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
8
offene Stellen
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