UC

Senior Data Scientist (NLP / LLM)

4.0/10

Unknown Company

Not specified
Remote
senior
6 days ago
aidevPythonPyTorchHuggingFaceAccelerateDeepSpeedMLflowClearMLDockerKubernetes

AI Summary

The vacancy lacks compensation details and company information but provides a clear tech stack and logical requirements for a senior role.

Description

Seeking a Senior Data Scientist with expertise in NLP and LLM, offering flexible work locations in Russia.

## 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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