Source description
About the role
Job description Role name Data Scientist Key Responsibilities Understand business requirements by engaging with business teams Data extraction from valuable data sources & automating data collection process. Data processing, cleaning and validating integrity of data to be used for analysis. Exploratory data analysis to identify trends and patterns in large amount of data. Build machine learning based models using algorithms and statistical techniques like Regression, Decision trees, Boosting etc. Present insights using data visualization techniques. Propose solutions and strategies to various complex business challenges Build GenAI models using RAG frameworks for chatbots, summarisation etc. Develop model deployement pipline using Lambda, ECS etc Skills & Attributes Knowledge of statistical programming languages like R, Python and database query languages like SQL and statistical tests like distributions, regression etc. Experience in data visualization tools like tableau, QlikSense etc. Ability to write comprehensive reports, with an analytical mind and inclination for problem-solving. Exposure in advanced techniques like GenAI, neural networks, NLP, image and speech processing. Ability to engage with stakeholders to understand business requirements and convert the same into technical problems for solution development and deployment
More at ICICI Prudential Life Insurance