What skills and qualifications do you need?
- You should have worked for 4-6+ years in the area of Knowledge Strategy and Consulting, Analytics and AI Delivery and Business Operations in any of the Tier-1 consulting organizations (McKinsey, BCG etc.) with focus and experience in Banking industry
- Experience in at least some banking function like Operations, Treasury and Finance, Risk assessment, Compliance and Regulatory, Fraud, IT and Technology, Product design and Marketing, AI driven Customer Experience
- Experience in at least some areas of banking domain like Cards/Payments/Retail or Commercial Banking/Digital/Mortgages or Regulatory/Data Privacy/Asset Management/CDD/KYC/AML or Contact Center/Branch Banking along with knowledge of various banking products is required
- Have experience in building analytics models in atleast 1 or more banking function for cross-sell up-sell models, churn models, forecasting models, fraud detection models, AML models, default prediction models, risk pricing models etc.
- Hands on experience in building and deployment of Statistical Models/Machine Learning using following techniques - Statistical Algorithms (at least some of them)
a. Segmentation and Predictive Modeling (K means, Clustering, Multivariate Regression, Logistic Regression)
b. ML algorithms - RF, GBM / XgBoost, SVM
c. NLP algos - TFIDF, Word2vec, LDA
d. Exploratory Analytics (T-tests)
e. Decision Trees
- Experience with some databases preferred like Oracle, TD, Sybase, MS SQL, Win SQL, S3 buckets
- Experience and exposure to developing cloud solutions on AWS/GCP/Azure
- Good experience with Data, Analytics and AI technologies & tools - data native mindset with a deep understanding of Statistics and experience in A/B or multivariate experiment set-up, sharing testing results & recommendations
- Ability of Visual story-telling with BI & Visualization Tools (Tableau/Spotfire/Power BI, Cognos, Business Objects) is preferred
- Advanced Excel including VBA and PowerPoint skills
- Consulting skills Experience preferred
- Excellent written and oral communication skills with ability to clearly communicate ideas and results to non-technical business people
- You are laser focused on delivering outcomes with speed and agility
- You are self-driven and thrive in ambiguity
- MA/MBA/MSc/MPhil. in Statistics / Economics/ Mathematics / Engg. Degree from Top Colleges in India or Abroad
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