Digital Analytics Role - Banking

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