Vodafone Idea Limited

AGM Data Scientist - Big Data & Advanced Analytics

Job description

Role

Data Scientist

Job Level/ Designation

M2/AGM

Function / Department

Big Data and Advanced Analytics

Location

Mumbai - Corporate

Job Purpose

This role in the Big Data and Advanced Analytics gives an excellent opportunity to solve real business problems working on massive and varied data sets. Data Scientists will be responsible for building key predictive models and analytics products across verticals in the organization.

Key Result Areas/Accountabilities

Hands on expertise in Data Science Modeling, Artificial Intelligence, Machine Learning and Neural Networks

Should have worked on complete lifecycle of ML products (business understanding -> research -> model selection based on business and engineering constraints -> model scaling and deployment)

Hands-on expertise with python, and deep learning libraries such as Theano, Tensor flow, or Torch.

Knowledge of working with AWS tools and technologies is preferred.

Experience in Feature Detection, Segmentation, Classification; Machine/Deep Learning - Algorithm Evaluation, Dataset Preparation, Analysis, Modeling, and Execution.

Integration of multiple data sources (including model scoring, offers, customer feedback, real time decision making) into Big Data eco systems for successful execution of campaigns

Knowledge of C++ is added advantage

Strong understanding of linear algebra, optimization, probability and statistics

Must Have Technical / Professional Qualifications

Python

Cloud Computing - AWS ( EC2, S3,EMR,etc)

Machine/ Deep Learning – ANN, CNN, LSTM

Deep Learning Frameworks : Caffe, Keras, Theano, Tensorflow, or Torch.

Experience working on Big Data technologies (e.g. Hadoop MR, Hive, NoSQL, Spark, Kafka, Graph Databases etc.)

Self Starter and Motivated

Compulsorily being Hands-on

Persistence and ability to think logically and independently

Quick Learning Interests & Abilities to keep up-to date with cutting edge technologies

Years Of Experience
  • BE, BTech Computer Science/Post Graduate Degree in Computer Applications or MCA Any Certification in Machine Learning / Deep Learning - Artificial Intelligence / Data Science MSc (Statistics),MBA or an equivalent business management degree

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