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2 Days ago

Data Scientist

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Bangalore, Karnataka, India
Information Technology
Full-Time
Celsior

Overview

Requirements

  • Degree or equivalent in a statistical or mathematical subject.
  • Good understanding of statistics and mathematical methodologies used - especially forecasting, regression, linear models, time series, hypothesis tests, and optimisation.
  • Ability to prototype solutions using Python and Spark to facilitate the development and testing of algorithms on large data sets.
  • Good understanding of machine learning techniques, with applications to classification, prediction, and clustering.
  • Ability to apply and extend experimental design methodology to conduct rigorous measurement of treatment effects.
  • Good working knowledge of databases, including SQL, relational, and non-relational data models.
  • Experience of using the following algorithms at scale: ANOVA, linear models with regularization, clustering, random forests, xgboost.
  • Research the latest machine learning approaches.
  • Good grasp of Object-Oriented Programming, Stakeholder Management.
  • Ability to quickly learn open-source statistics and machine learning packages - Pandas, SciPy, Scikit - learning, Tensorflow.
  • Experience in developing solutions related to Market Mix Modelling, Causal AI, and Generative AI.
  • Experience with large language models (LLMs) and transformers.

This job was posted by Kalaiyarasi Satheeshkumar from Celsior Technologies.
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