Data Scientist

  • Job Title: Data Scientist
  • Location: Bangalore
  • Experience: 5+ years
  • No of positions: 1
  • Desired Skills: Data science, AI/ML (Predictive Modelling, NLP, Supervised, Non-Supervised, Tree-based Modelling, Neural Networks) & Deep Learning, Jupyter, Visual Studio, Python (NumPy, Pandas, Scikit-learn, Keras, Flask), R Programming, SQL (MySQL, Postgres, -SQL or PL/SQL), Data Visualization (Power BI, Tableau), NLP
  • CTC: 13-15L

Job Description

  • Assists Business Unit Leader to build data science capabilities for the business by envisioning and executing strategies that will improve business performance.
  • Building models to address business problems.
  • Create user friendly tools to help Merchants/Category managers take business calls.
  • Hands on experience of SQL, Python, R, Machine Learning, Tableau, Power BI and Data framework
  • Analysis and business case structuring of data
  • Create model and presentation as per business need.
  • Understanding business objectives and developing models that help to achieve them, along with metrics to track their progress
  • Analyzing the ML algorithms that could be used to solve a given problem and ranking them by their success probability
  • Exploring and visualizing data to gain an understanding of it, then identifying differences in data distribution that could affect performance when deploying the model in the real world
  • Verifying data quality, and/or ensuring it via data cleaning
  • Supervising the data acquisition process if more data is needed
  • Defining validation strategies
  • Defining the pre-processing or feature engineering to be done on a given dataset
  • Defining data augmentation pipelines
  • Training models and tuning their hyperparameters
  • Analyzing the errors of the model and designing strategies to overcome them
  • Deploying models to production
  • Experience with Neural Networks / Deep Learning a plus
  • Experience with data management technologies like Hadoop, Hive, Snowflake, etc.

To Apply:

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