2025 Summer Internship (IT - Data & AI)

3 Months ago • All levels

Job Summary

Job Description

The job involves applying new logics and approaches to solve challenging business problems using data and analytic solutions. Responsibilities include data wrangling, exploratory data analysis, building models, testing, and developing queries. The role requires communicating findings and insights to stakeholders, implementing new methodologies, and tracking KPIs. The candidate will also work on data science tasks, including building machine learning models, utilizing python packages, and developing scripts. Additional responsibilities include collaborating with data scientists and analysts to understand data requirements and translate them into scalable data pipeline solutions. The candidate will also be involved in extracting text data, building machine learning pipelines, and adapting machine learning methods.
Must have:
  • Data wrangling and matching to explore data sources
  • Perform summary analysis and prepare visualizations using BI tools
  • Assist in exploratory data analysis and building models
  • Conduct testing and perform data analysis to improve model accuracy
  • Develop queries for data processing, modeling, and analysis
  • Communicate findings and insights to team members and stakeholders
  • Build machine learning models and utilize python packages
  • Develop scripts for data processing and model training
  • Understand data requirements and translate them into pipelines
  • Extract text data from various sources
Perks:
  • Opportunity to work and learn from leaders and mentors
  • Learn about Guardian’s purpose and values
  • Build a network of colleagues and a sense of community

Job Details

Job Description:

You are passionate about cutting-edge technology and keen on applying new logics and approaches. You are analytically driven, intellectually curious, and experienced leading the development and implementation of data and analytic solutions to solve challenging business problems. You enjoy collaborating with other data analysts to provide actionable insights from multiple data assets for Guardian.

Key Responsibilities


Data Analytics

  • Data wrangling/data matching to explore a variety of data sources, gain data expertise, perform summary analysis and prepare visualization using various BI tools like Tableau, Quick Sight etc.
  • Assist in exploratory data analysis and building models.
  • Conduct testing and perform data analysis to improve model accuracy and efficiency.
  • Develop queries for data processing, data modelling, evaluation, and result analysis.
  • Communicate findings, insights, and results clearly to team members and stakeholders.
  • Implement new statistical or other methodologies as needed for specific data analysis to identify trends, patterns and provide actionable insights.
  • Track and measure key performance indicators (KPIs) to assess business performance.
  • Propose innovative ways to look at problems through using data mining, performance tuning / optimization and data visualization.

Data Science

  • Data wrangling/data matching to explore a variety of data sources, gain data expertise, perform summary analysis and prepare AI modeling datasets
  • Assist in exploratory data analysis and building machine learning models.
  • Utilize several python packages for testing the overall performance of the AI model.
  • Conduct experiments and perform data analysis to improve model accuracy and efficiency.
  • Develop scripts for data processing, model training, evaluation, and result analysis.
  • Stay updated with the latest research and trends, data science and the specific work area.
  • Communicate findings, insights, and results clearly to team members and stakeholders.
  • Implement new statistical or other mathematical methodologies as needed for specific models or analysis.
  • Propose innovative ways to look at problems through using data mining and data visualization

Data Engineering

  • Collaborate with data scientists and Data Analysts to understand data requirements and translate them into scalable, high performant data pipeline solutions. Design, implement, validate, and prepare the datasets for AI model.
  • Support data discovery & data preparation for model development. Perform detailed analysis of raw data sources by applying business context and collaborate with cross-functional teams to transform raw data into curated & certified data assets to be used for ML and BI use cases.
  • Extract text data from variety of sources like documents (Word, PDFs, Text Files, JSON etc.), logs, text notes stored in databases, using Web scrapping method from web pages to support development of NLP / LLM solutions.
  • Collaborate with data science and data engineering team to build scalable and reproducible machine learning pipelines for training and inference.
  • Assist in developing and maintaining robust tools, frameworks, and libraries that standardize and streamline the data & machine learning lifecycle.
  • Adapt standard machine learning methods to best exploit modern parallel environments (e.g. distributed clusters, multicore SMP, and GPU)
  • Have the opportunity to work and learn from encouraging leaders, mentors and team members across the organization who will help mentor you as you develop your professional career
  • Learn about Guardian’s purpose, values, how we work and our suite of product and service offerings
  • Build a network of colleagues and have a sense of community with other interns and other parts of the business
  • Think broadly and ask questions about data, facts and other information

Location:

This position can be based in any of the following locations:

Chennai, Gurgaon

Current Guardian Colleagues: Please apply through the internal Jobs Hub in Workday

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About The Company

Every day, Guardian helps our 29 million customers realize their dreams through a range of insurance and financial products and services. Our Purpose, to inspire well-being, guides our dedication to the colleagues, consumers, and communities we serve. We know that people count, and we go above and beyond to prepare them for the life they want to live, focusing on their overall well-being — mind, body, and wallet. As one of the largest mutual insurance companies, we put our customers first. Behind every bright future is a GuardianTM.

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