Samsung India | Jobs | Data Science & Analytics – SESG Team | BigDataKB.com | 30-03-22

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Job Location: Bangalore/Bengaluru

Role and Responsibilities

Primary skills :- Data Science Analytics

  • [Data Collecting and managing] Developing modules or scripts for collecting, sampling, cleaning and storing data in DB or file system. Creating validation and testing set for final metric evaluation.
  • Data pre-processing ] Reflect the features of collected data well and design pre-processing algorithm that eases unnecessary complexity.
  • [Data modelling] Explore and design suitable machine learning model or deep learning algorithm or statistical model to solve business challenges.
  • [Metric Reporting] Defining metric which correlates with business outcome. Calculating and reporting optimized metric result for data.
  • [Root cause analysis] Finding root cause analytically or intuitively why algorithms did not perform well for certain data. What more is required to improve metric further over the data.
  • [Coding language / framework experience]:- Any DL , ML, framework such as tensorflow, keras, pytorch, Scikit etc. Coding language such as python, R, matlab etc.
  • [SW Application Integration Deployment] Experience in developing AI/ML base application and deploying in business domain. Experience in application development languages (any one) such as Python (Django, Plotly), Java, C sharp, C++, etc.

Secondary Skills:-

  • SW application development experience

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