Digilytics AI | Jobs | Data Scientist (Consumer Industries) | BigDataKB.com | 16-02-22

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Job Location: Gurgaon/Gurugram

About the role

We are looking for an experienced data scientist, who have the aspirations and appetite for working in a start-up environment, and with relevant industry experience to make a significant contribution to our DigilyticsTM platform and solutions. Primary focus would be to apply machine learning techniques for understanding customer behaviour and growing sales.

Responsibilities

  • Able to extract, aggregate features. Identify important features for better model development
  • Ability to identify right metrics for model evaluation and development
  • Work with state-of-the-art time-series, demand forecasting machine learning/ deep learning models
  • Understand the DigilyticsTM vision and help in creating and maintaining a development roadmap
  • Interact with clients and other team members to understand client-specific requirements of the platform
  • Contribute to platform development team and deliver platform releases in a timely manner
  • Liaise with multiple stakeholders and coordinate with our onshore and offshore entities
  • Evaluate and compile the required training datasets from internal and public sources and contribute to the data pre-processing phase.

Expected and Desired Skills

  • Either of the following Deep learning frameworks PyTorch (preferred) or Tensorflow
  • Ability to evaluate competing Neural Network architectures such as Graph Neural Networks, Transformer Networks, etc
  • Python used for analytics applications including data pre-processing, EDA, statistical analysis, machine learning model performance evaluation and benchmarking
  • Good scripting and programming skills to integrate with other external applications
  • Good interpersonal skills and the ability to communicate and explain models
  • Ability to work in unfamiliar business areas and to use your skills to create solutions
  • Ability to both work in and lead a team and to deliver and accept peer review
  • Flexible approach to working environment and hours

Experience

  • Between 4-6 years of relevant experience
  • Hands-on experience with
  • Python and/or R
  • Machine Learning
  • Deep Learning (desirable)
  • End to End development of a Deep Learning based model covering model selection, data preparation, training, hyper-parameter optimization, evaluation, and performance reporting.
  • Proven experience working in both smaller and larger organisations having multicultural exposure
  • Domain and industry experience (preferably auto aftermarket) by serving customers in one or more of these industries Automotive Aftermarket, Automotive, FMCG and other Consumer Industries

Education Background

  • A Bachelors degree in the fields of study such as Computer Science, Mathematics, Statistics, and Data Science with strong programming content from a leading institute
  • An advanced degree such as a Master’s or PhD is an advantage

Benefits:

  • Open work culture
  • Flexible working hours
  • 5 days working (Mon-Fri)
  • Group Health Insurance
  • Work on latest AI driven technologies
  • Sodexo meal card
  • Leaves & Holidays: 42

Apply Here

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