UC
Senior Data Scientist (NLP / LLM)
4.0/10
Unknown Company
Not specified
Remote
senior
about 2 months ago
aidevPythonPyTorchHuggingFaceAccelerateDeepSpeedMLflowClearMLDockerKubernetes
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Description
Conditions
- •Location: Russia. Office, hybrid, or remote.
Requirements
- •3+ years of experience in NLP/ML.
- •Proficient in Python, including typing, tests, and production code.
- •Experience with PyTorch and HuggingFace, fine-tuning transformers.
- •Knowledge of Accelerate/DeepSpeed or similar.
- •Experience building data pipelines and reproducible experiments.
- •Familiarity with MLflow/ClearML.
- •Understanding of RAG, retrieval, tool-calling, agents.
- •Experience with hallucinations and quality degradation.
- •Skills in quality assessment (metrics, error analysis, ablations).
- •Domain knowledge in medicine/biomedicine is a plus.
- •Experience with RLHF, DPO, alignment, safety evaluation.
- •Data production output (vLLM), latency/cost optimization.
- •Experience with Docker, Kubernetes, monitoring.
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