Axis Bank - Senior Manager/Manager - Analytics

About the Role :

- Work on various risk/marketing model development as well as creating analytical frameworks using newer alternate data for retail and corporate finance products like cards, personal loan, SBB, SME finance etc.

- Build models and tools for credit and fraud risk identification in various aspects. For example, credit risk modelling, income estimation, customer information verification,

- Analyze and conduct feature engineering for massive data such as customer profiling, e- commerce transaction, and so on and deploy the feature pipeline

- Work with tech teams to mart important data assets for continuous analytical usage

- Collaborate closely with the risk policy and business team. Translate business need and insight into machine learning models.

- Research model methodology and data mining techniques to improve model performance

Key Responsibilities :

- Experienced with data mining and feature engineering from massive raw data especially the alternative credit data

- Solid understanding and hands on experience of machine learning models such as boosting trees, regression models and good sense in feature engineering

- Good coding skill using SQL, Spark and Python

- Eager to learn new things and has passion in work

- Take responsibility, team oriented, result oriented, customer oriented and self driven

- Ensure flawless delivery of projects on tim

Qualifications :

- Post-graduation in Statistics or Economics or Quantitative Economics or Computer Science OR M.B.A. (Finance / Quantitative Methods)

- 1-5 years of relevant work experience in space of modelling and/or analytics

Role Proficiencies:

Profile of Ideal Candidate:

1) Should have the following :

a. Strong analytical & problem-solving skill

b. Detailed oriented, thorough in data understanding, pre-processing steps

c. Good statistical knowledge

d. Prior Knowledge in credit risk score development a plus

e. High level of motivation

2) Should be proficient in the following analytical areas:-

a. Predictive model development

b. Logistic/Linear Regression, Clustering, D-tree, Feature Selection, PCA

c. SVM, Random Forest, Gradient Boost,

d. Strong in Python, SAS, SQL

About Axis

Incorporated in 1994, Axis Bank is one of India's most trusted banks & the third largest in the private sector. At Axis Bank, customer centricity has always been the foundation of our business. Our efforts to address the requirements of a diverse customer cross-section are powered by robust infrastructure, advanced technology, a comprehensive monitoring & control framework & a large talent pool.

The Bank has a young & engaged workforce of over 70,000 employees, with an average age of 30 years. We are an equal opportunity employer & believe in empowering our employees by offering rich roles, learning opportunities & flexibility to chart their career, their way.

Salary offered: 12-29LPA