Title Value
Position Senior Architect - Data Scientist
Location Bangalore - Whitefield SEZ
Education
Mandatory Skills Data Formats, Data Mapping, Data Mining, Data Modelling
Experience 0.00 - 0.00 Years
Description

Role and Responsibility

  • Looking for a Data Scientist that will help us discover the information & patterns hidden in vast amounts of data being captured from various sensors (Accelerometer, Gyroscope, GPS coordinates, OBD parameters etc.) and help in making better algorithms.
  • Your primary focus will be in applying data mining techniques, doing statistical analysis, and building high quality algorithms.  While given Job expects Data scientist domain, but expertise & skills on Automobile  domain would be advantage.
  • Selecting features, building and optimizing classifiers using machine learning techniques
  • Data mining using state-of-the-art methods
  • Enhancing data collection procedures to include information that is relevant for building analytic systems using Data mining techniques
  • Processing, cleansing, and verifying the integrity of data used for analysis
  • Creating automated anomaly detection systems and constant tracking of its performance

Demonstrated Experience

  • Excellent understanding of machine learning techniques and algorithms, such as k-NN, Naive Bayes, SVM, Decision Forests, etc.
  • Experience with common data science toolkits, such as R, Weka, NumPy, MatLab, etc. Excellence in at least one of these is highly desirable
  • Past experience of working with automotive parameters obtained from OBD parameters and/or working with sensors like accelerometer, Gyroscope etc for driver behavior analysis is essential.
  • Great communication skills
  • Experience with data visualisation tools, such as D3.js, GGplot, etc.
  • Proficiency in using query languages such as SQL, Hive, Pig
  • Experience with NoSQL databases, such as MongoDB, Cassandra, HBase
  • Good applied statistics skills, such as distributions, statistical testing, regression, etc.
  • Good scripting and programming skills
  • Data-oriented personality

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