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IDFC FIRST Bank

Lead Data Scientist (Gen AI)

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Description

The core responsibilities for the job include the following:


Key / Primary Responsibilities:

  • Leading the end-to-end lifecycle of advanced Gen AI projects, including scoping, solution design, delivery, and deployment within cross-functional teams.
  • Defining data science best practices, code quality standards, and technical governance across the team.
  • Expert-level proficiency in Python or R, with deep experience in data science libraries such as pandas, NumPy, Scikit-Learn, TensorFlow, PyTorch, and Keras.
  • Overseeing the adoption and optimization of Natural Language Processing (NLP) solutions, including frameworks like NLTK, SpaCy, Gensim, as well as advanced transformer models (BERT, GPT, LLMs).
  • Architecting and guiding the implementation of large-scale text analytics systems (topic modeling, sentiment analysis, text classification, and semantic search).
  • Ensuring robust model management, reproducibility, and effective MLOps in cloud (AWS, Azure, GCP) and on-premise infrastructures.
  • Advanced SQL and NoSQL expertise, and hands-on use of orchestration and workflow automation tools (Airflow, Control-M).


Secondary Responsibilities:

  • Mentoring and upskilling data scientists, reviewing code and solutions, and providing technical leadership on multiple concurrent projects.
  • Shaping data flow designs for large-scale, unstructured data; championing data quality and integrity standards.
  • Driving model validation, monitoring, and continuous improvement for production workloads.

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