IDFC FIRST Bank | Data Scientist | Mumbai | Bharat | | 15-02-23

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Job Location: Mumbai

Job Detail:

Role/ Job Title: Data Scientist

Business: Data & Analytics

Function/ Department: Data & Analytics Jyotish Jyotish - Career & Life Prediction

Place of Work: Mumbai

Roles & Responsibilities:
‘· Ensure traceability and versioning of datasets, models & evaluation pipelines

  • Design, prototype, build and maintain APIs for consumption of machine learning models at scale.
  • Facilitate the development and deployment of POC machine learning systems
  • Perform Data cleansing activities such as data cleaning, merging and enrichment etc.
  • Perform feature engineering through extracting meaningful features from measured and/or derived data
  • Perform exploratory and targeted data analyses to get key insights
  • Build Stochastic and Machine learning algorithms that potentially address business problems
  • Collaborate on MLOPS life cycle & experience with MLOPS workflows & traceability and versioning of datasets
  • Using standard methodologies framework to ensure data quality and reconciliation checks are in place and are transparent to everyone

Key Success Metrics:
‘- Development of models & tools

  • Implementation of models
  • Delivering Models as per Business Allignment and expected quality.
  • Design & Creation of campaign strategies independently.
  • Tracking of Models performance as per expectation

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