MATHEMATICS AND STATISTICS
•Machine learning • Statistical Modeling •Supervised Learning: decision trees, random forest,logistic regression • Bayesian Inference •Experimental design•Unsupervised Learning: Clustering,dimensionality reduction • Optimization:
gradient descent and variants-------Level: Experienced,
PROGRAMMING & DATABASE
•Computer science fundamentals•Scripting Languagee.gPython • Statistical computing e.g -R•Database SQL and NoSQL •Relational algebra • Parallel database and parallel auerye processing • Map reduce concept•Hadoop and Hive/Pig•Custom reducers•Experience with Xaas like AWS-------Level: Skillfull,
DOMAIN KNOWLEDGE & SOFT SKILLS
Passionate about the business • curious about data•Influencewithout authority•Hacker mindset • Problem solver • Strategic,Proactive, Creative, Innovative and collaborative-------Level: Skillfull,
COMMUNICATION & VISUALIZATION
Able to engage with senior management•Story telling skills • Translate data driven insights into decisions and actions •Visual art design • R package like ggplot or lattice •Knowledge of any visualization tool like Flare,D3 ,J's,Tableau
-------Level: Experienced,