Data Modeler II

Experian India; Mumbai; On-site; INR 1,200,000 - 1,800,000; Full time

Benefits offered by this job

Pension

Health insurance

Term life insurance

Sharesave scheme

Annual leave

Job summary

Experian India is seeking a Data Modeler to unlock data through modeling, analytics, and ML-driven scores integrated with our products. You will support business teams, pre-sales, and analytics to ensure product creation.

Ideal candidates have 3+ years in analytics within banking/consulting, handling large data volumes, and generating insights using Python, PySpark, or SAS.

Qualifications

• Understanding of machine learning techniques and algorithms such as Gradient Boosting and KNN.
• Knowledge of modelling frameworks: Linear Regression, Logistic Regression, Decision Tree.
• Hands-on experience with statistical modelling/data analysis tools (Python, PySpark or SAS).
• Applied statistics: distributions, statistical testing, regression, etc.
• Experience in banking/financial services data and credit bureau knowledge is a plus.

Responsibilities

• Deliver high quality analytic and value-added services for clients within promised timelines.
• Engage Business/Technical Consultants and delivery teams to align on the proposed solution.
• Use analysis and customer insights to develop value propositions for customers.

Skills

Gradient Boosting

KNN

Linear Regression

Logistic Regression

Decision Tree

Python

PySpark

SAS

Statistics

Credit bureau knowledge

Job description

We are looking for a Data Modeler to help us unlock our vast amounts of data with modelling and advanced analytics, allowing us to make smarter decisions and deliver even better products to our clients. Your primary focus will be in applying data mining techniques, doing statistical analysis, and building high-quality prediction systems and automated scores using machine learning, integrated with our products. You will also support our business teams, pre-sales and analytics to ensure product creation.

Suited to someone who has 3+ years of experience core analytics function of a large bank / consulting firm and with experience handling large data volumes using data analysis tools and generating good data insights.

What you'll do

• Deliver high quality analytical and value-added services for the clients while following timelines as promised to the client.
• You'll play an important role to Engage Business/Technical Consultants and delivery teams so that there is a shared understanding and agreement as to deliver proposed solution
• You will Use analysis and customer insights to develop value propositions for customers

Qualifications

What you'll need to bring to the party

• Understanding of machine learning techniques and algorithms, such as Gradient Boost, KNN, etc.
• Knowledge of different modelling frameworks like Linear Regression, Logistic Regression, Decision Tree
• Decent understanding and hands-on of statistical modelling/data analysis tools especially Python, Pyspark or SAS and market trends
• Applied statistics skills, such as distributions, statistical testing, regression etc.
• Understanding of decisioning and portfolio management in banking and financial services would be added advantage
• Understanding of credit bureau would be an added advantage

Additional information

• Great compensation package and discretionary bonus plan
• Core benefits include pension, health Insurance and term life Insurance, Sharesave scheme and more!
• 25 days annual leave with 13 bank holidays and 3 volunteering days. You can also purchase additional annual leave.
• You will report to Senior Analytics Consultant.
• Experian is an equal opportunities employer