Job Location: Mumbai (All Areas)
Analytics Job Description
Job TitleAsst. Manager/Manager/SM – Analytics
Function / DepartmentAnalytics & Information Management
Department HeadHead – Analytics & Information Management
Reporting ManagerAVP/ VP – Analytics & Information Management
Purpose of the Job:
- Work in a fast paced environment with one of the most analytically advanced NBFCs
- Provide analytics support for all their portfolios on a needed basis
- Enable analytics driven decision making across risk, business and collections
Describe the KPIs against each perspective
PerspectiveKey Performance IndicatorsBusiness
- Devise scorecard and model driven strategies across all products.
- Develop expertise to implement scorecards in scoring engines.
- Devise strategies to improve marketing efficiency targeted at new customer acquisition and cross sell
- Devise pre-approved marketing campaigns to increase disbursals
- Track all scorecards performances and highlight to management in case of any breaches/actions required.
- Analyze bureau information to recommend strategies for use in the current decision making framework.
- Reporting any adverse trends in portfolio performance.
- Help establish a clear risk-reward measurement based customer strategy with a pricing framework
- Develop strategies to define customer profile and enhance customer profitability
Customer FocusInternal customers will be across levels
- Product risk managers & business managers
- Risk & business heads
Process / Quality Improvement
- Continuously work with business, policy and technology teams to improve strategies, identify and plug leakages and drive automated decision making.
- Work with team leads to identify Analytics opportunities in aiding decisions across business
Expertise required/ Domain Knowledge:
- 1-5 years of relevant experience for applying to AM/M/SM. Experienced in Analytics in Banks / NBFCs with exposure to one or more of following areas:
- Customer/Marketing Analytics
- Risk Analytics
- Recovery/Collection Analytics
- Experience of working in asset business in a bank / FI
- Proficiency in at least one statistical and other tools/languages R/Python/SAS
- Familiarity with relational databases and intermediate level knowledge of SQL
- Project experience in at least one of the following:
- Logistic regression models
- Classification models
- Cluster Analysis
- Neural Network
- Non-parametric models
- Strong communication skills verbal & written
Any specific specialization/education:
Educational background in Engineering from IITs/NITs, Masters in Statistics from ISI/IITs, Masters in Economics from DSE/ISI/JNU
Prior experience with Banks/NBFCs preferred
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