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02/12 Anjali Nigam
Associate Consultant at Huquo

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Assistant Manager - Collection Analytics - Consulting Firm (2-3 yrs)

Gurgaon/Gurugram Job Code: 770854

Team focus :

The team focuses on developing data driven collection analytics strategies for a global banking client. Work calls for developing statistical models for credit risk and collections team with stress on not just model development but also deliver end to end solution-ing to client problems and understanding appropriateness of actions from banks perspective.

Role Focus :

- Identify potential problems, build the hypothesis, identify research data attributes and determine approach to solve analytical problems specifically in the area of collections and recoveries

- Understand, extract, clean and prepare the data for analysis

- Build complex programs for running statistical tests on data and for understanding correlation of various attributes. Perform detail exploratory data analysis on the data and report findings

- Compare and weigh numerical model outputs (preferably from SAS or R) and identify best choice models

- Run tests and controls to understand validation of the predictive power of the models built and implementation transition to operations and IT

- Make recommendations for procedural improvements supported by analytical findings


- Build presentations for targeted audiences

- Pragmatic approach to deliver fit to purpose strategies for bank under clear timelines.

Skill Requirement :

- Experience in Statistical Modeling with techniques like Linear Regression, Logistic Regression, Decision Trees or K - means etc.

- Understanding of collections and recoveries business - aspects such as call center functioning for collections, A/B testing.

- Understanding of concepts like LGD, impairment calculations will be given higher preference.

- Understanding of collections and recoveries tools such as Debt-manager etc. will be an advantage.

- Mandatory experience in SAS or R

- Strong communication skills

Candidate profile :

- Master's in Business Administration or Masters in Statistics or Economics or Operational Research or Masters/Bachelors in Engineering

- Prior experience working with a bank or a banking analytics team under a 3rd part consultancy.

Women-friendly workplace:

Maternity and Paternity Benefits

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