Theoric Knowledge

  • Mathematics & Statistics
  • Machine Learning
  • Statsitical Modelling
  • Experiment Design
  • Bayesian Inference (Decision Trees, Random Forests, Logistic Regression)
  • Supervised Learning
  • Unsupervised Learning
  • Optimization (gradient descent and variants)
  • Neural Networks and Deep Learning
  • Artificial Intelligence
  • Computer Science Fundamentals
  • Relational Algebra
  • Map Reduce Concepts
  • Image Processing

Software Knowledge

  • Scripting Languages : Python
  • Statistical Computig Packages: R
  • Matlab
  • Databases: SQL and NoSQL
  • Parallel Databases and Parallel Data Processing
  • Hadoop Hive/Pig
  • Custom Reducers
  • Experince with xaaS like AWS
  • Visualization Tools (R package like ggplot or lattice, Knowledge of any visualisation tools:Flare,Tableau, D3.js, GIS Tools (ArcGIS, QGIS)

Domain Knowledge

  • Passionate ABout the Business
  • Curious about Data
  • Influence with Authority
  • Hacker mindset
  • Problem Solver
  • Strategic, Proactive, Creative, Innovative, and Collaborative

Communication & Visualisation

  • Able to Engage with Senior Management
  • Story Telling Skils
  • Translate data driven insights into decisions and actions
  • Visual Art Design