Senior Machine Learning engineer

3 days ago

Block th Floor Wing Pune India NielsenIQ Full time ₹ 9,00,000 - ₹ 12,00,000 per year

Position Description

  • 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 ensuring it via data cleaning
  • Defining validation strategies
  • Defining the preprocessing or feature engineering to be done on a given dataset
  • Defining data augmentation pipelines
  • Finding available datasets that could be used for training
  • Training models and tuning their hyperparameters
  • Analyzing the errors of the model and designing strategies to overcome them
  • Deploying models to production
  • Work independently and collaboratively on a multi-disciplined project team in an Agile development environment.
  • Be actively involved in the design, development and testing activities for Big data product.
  • Provide feedback to development teams on code/architecture optimization.

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