Junior Data Scientist

1 week ago

Bengaluru, Karnataka, India Tata Communications Full time ₹ 12,00,000 - ₹ 36,00,000 per year
  • Research and implement state-of-the-art ML algorithms and tools to build PoCs and MVPs
  • Develop, Test, and Deploy machine learning models for various business and Telco use cases.
  • Perform data preprocessing, feature engineering and ML/DL model evaluation.
  • Optimize and fine-tune models for performance and scalability.
  • Good understanding of NLP concepts and projects involving entity recognition, text classification, and language modelling like GPT
  • Build and refine RAG models to improve information retrieval and answer generation systems.
  • Integrate RAG methods into existing applications to enhance data accessibility and user experience.
  • Work closely with cross-functional teams including software engineers, product managers, and domain experts.
  • Communicate technical concepts to non-technical stakeholders effectively.
  • Document processes, methodologies, and model development for internal and external stakeholders.

Skills:

  • Bachelors or master's degree in Computer Science, Data Science, Statistics, Mathematics, or a related field from reputed institutions.
  • Strong knowledge of probability and statistics.
  • Working knowledge of machine learning and deep learning skills.
  • Strong knowledge of programming knowledge – Python, SQL and commonly used frameworks & tools – PyTorch, Sci-kit, NumPy, Gen AI tools like langchain/llamaIndex
  • Working knowledge of MLOPs principles and implementing projects with Big Data in batch and streaming mode.
  • Excellent problem-solving skills and a proactive attitude.
  • Strong communication and teamwork abilities.
  • Ability to manage multiple projects and meet deadlines
  • Interview will involve coding tests.

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