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