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Emergys · Pune District, Maharashtra, India

Machine Learning Engineer

Hybridmid_levelfull timePosted today
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Stack mentioned

machine-learningllmvllmragagentic-aillamaindexvector-databasespythonpytorchhugging-facefine-tuningdockerkuberneteslinuxobservabilityprometheusgrafana

Experience: 4-8 Years

Location: Pune, Baner (Hybrid)

Shift: Open to 24×7 Weekly Rotational Shifts

Must-Have Skills

- LLM Inference: vLLM, TGI, TensorRT-LLM, SGLang, KV Cache.

- RAG & Agentic AI: RAG, LangGraph/LlamaIndex, embeddings, tool calling.

- ML Engineering: Python, PyTorch, Hugging Face, LoRA/QLoRA, quantization.

- AI Infrastructure: GPU, Docker, Kubernetes, Linux.

- Observability: LangSmith, Langfuse, W&B, Prometheus, Grafana.

- Shift: Willingness to work in 24×7 rotational shifts.

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