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Manager – Data Science

Roles and responsibilities

  • The Data Scientist is expected to have deep knowledge and skills in Machine Learning / Statistical Modelling / Big Data domain, and be responsible for the solution designing and project management for multiple projects/accounts
  • Design the solution for advanced analytics (including Big Data) projects – what technique to use, what tool/technology to use, etc
  • Scope out the solution in terms of time, effort, team skills needed independently
  • Own the delivery for projects including developing scalable ML models and algorithms and interpreting the output
  • Discuss various opportunities with existing and potential clients at a technical level
  • Lead the effort on developing new capabilities/offerings/solutions across the firm

 

Ideal Candidate

  • Relevant experience of 6-8 years in advanced machine learning, advanced analytical modelling and optimisation across multiple industries
  • Expert level working knowledge of Python full stack (back-end, analysis layer, implementation)
  • Proficient in the analysis of both structured, unstructured data (text, image, video), and streaming (sensor) data;
  • Working knowledge of deep learning; experience of having executed very large neural network based solutions
  • Atleast 2+ years of Big Data experience including managing a Spark/HDFS based project
  • Business domain and solutions knowledge of multiple industries, especially Retail, CPG, Telecom, etc.
  • Good knowledge of various data visualisation tools, especially open source such as D3, Gephi
  • Excellent communication and client engagement skills
  • Team management experience is a plus
  • Master’s Degree in Computer Science / Mathematical Computing / Statistics / Operations Research
  • At least 5  years’ experience in Machine learning, Python, Big Data