Sr. Manager- I - BIU-Sales Analytics SC

ICICI Prudential Life Insurance; Mumbai; On-site; INR 1,200,000 - 2,400,000; Full time

Job summary

ICICI Prudential Life Insurance in Mumbai is seeking a skilled data scientist/analyst to translate business needs into data-driven solutions. You will collect, clean, and explore large datasets, and build predictive models to inform insurance strategies.

The role involves collaborating with stakeholders, presenting insights, and applying GenAI techniques to chatbot and summarisation tasks. Strong Python/R, SQL, and visualization skills are essential, with experience in NLP and machine learning

Qualifications

• Proficiency in statistical programming with R and Python.
• Strong data visualization and storytelling for business.
• Exposure to GenAI, NLP, and related ML concepts.

Responsibilities

• Understand business requirements by engaging with business teams.
• Data extraction from valuable datasources and automating data collection processes.
• Data processing, cleaning and validating data integrity for analysis.
• Exploratory data analysis to identify trends and patterns in large datasets.
• Build machine learning models using algorithms such as regression, decision trees and boosting.
• Present insights using data visualization techniques.
• Propose solutions and strategies to complex business challenges.
• Build GenAI models using RAG frameworks for chatbots and summarisation.

Skills

Statistics knowledge

Analytical thinking

Stakeholder communication

Education

Bachelor's degree in a relevant field

Tools

Python

SQL

R

Pandas

GenAI frameworks

Job description

• Understand business requirementsby engaging with business teams
• Data extraction from valuable datasources & automating data collection process.
• Data processing, cleaning andvalidating integrity of data to be used for analysis.
• Exploratory data analysis toidentify trends and patterns in large amount of data.
• Build machine learning basedmodels using algorithms and statistical techniques like Regression,Decision trees, Boosting etc.
• Present insights using datavisualization techniques.
• Propose solutions and strategiesto various complex business challenges
• Build GenAI models using RAGframeworks for chatbots, summarisation etc.

Skills & Attributes

• Knowledge of statisticalprogramming languages like R, Python and database query languages likeSQL and statistical tests like distributions, regression etc.
• Ability to write comprehensivereports, with an analytical mind and inclination for problem-solving.
• Exposure in advanced techniqueslike GenAI, neural networks, NLP, image and speech processing.
• Ability to engage withstakeholders to understand business requirements and convert the sameinto technical problems for solution development and deployment