Data Scientist

3 - 7 years

15 - 22 Lacs

Posted:1 week ago| Platform: Naukri logo

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Work Mode

Hybrid

Job Type

Full Time

Job Description

Description:

  • Design and implement recommendation algorithms and similarity matching systems.
  • Develop and fine-tune embedding models using sentence transformers and vector similarity techniques
  • Build and maintain taxonomy classification models for expert tagging and content categorization and Implement data validation frameworks and model performance monitoring systems.
  • Work with large-scale datasets for feature engineering and model training.
  • Deploy ML models as scalable REST APIs using FastAPI and containerized environments and develop automated data preprocessing and encoding pipelines.
  • Implement model versioning, monitoring, and automated retraining workflows.
  • Build evaluation frameworks and performance metrics for production models
    Maintain and optimize ML infrastructure using Docker and container orchestration

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