Mindtree Hiring Data Scientist

Location: Chennai
Experience: 10 – 18 years
Role: Data Scientist

Description

  • Work with stakeholders throughout the organization to identify opportunities for leveraging company data to drive business solutions.
  • Mine and analyze data from company databases to drive optimization and improvement of product development marketing techniques and business strategies.
  • Assess the effectiveness and accuracy of new data sources and data gathering techniques.
  • Develop custom data models and algorithms to apply to data sets.
  • Use predictive modeling to increase and optimize customer experiences revenue generation ad targeting and other business outcomes.
  • Develop company A or B testing framework and test model quality.
  • Coordinate with different functional teams to implement models and monitor outcomes.
  • Develop processes and tools to monitor and analyze model performance and data accuracy.

Qualifications For Data Scientist

  • Strong problem solving skills with an emphasis on product development.
  • Experience using statistical computer languages .R SAS Python SLQ etc.. to manipulate data and draw insights from large data sets.
  • Experience working with and creating data architectures.
  • Knowledge of a variety of machine learning techniques .clustering decision tree learning artificial neural networks etc.. and their real-world advantages or drawbacks.
  • Knowledge of advanced statistical techniques and concepts .regression properties of distributions statistical tests and proper usage etc.. and experience with applications.
  • Excellent written and verbal communication skills for coordinating across teams.
  • A drive to learn and master new technologies and techniques.
  • We’re looking for someone with 4-7 years of experience manipulating data sets and building statistical models has a Master’s or PHD in Statistics Mathematics Computer Science or another quantitative field and is familiar with the following software or tools:
  • Coding knowledge and experience with several languages: C C++ Java
  • JavaScript etc.
  • Knowledge and experience in statistical and data mining techniques: GLM or Regression Random Forest Boosting Trees text mining social network analysis etc.
  • Experience querying databases and using statistical computer languages: R SAS Python SLQ etc.
  • Experience using web services: Redshift S3 Spark DigitalOcean etc.
  • Experience creating and using advanced machine learning algorithms and statistics: regression simulation scenario analysis modeling clustering decision trees neural networks etc.
  • Experience analyzing data from 3rd party providers: Google Analytics Site Catalyst Coremetrics Adwords Crimson Hexagon Facebook Insights etc.
  • Experience with distributed data or computing tools: Map or Reduce Hadoop Hive Spark Gurobi MySQL etc.