Associate Data Scientist - Senior Associate

Overview

Associate Data Scientist (Senior Associate) to design, develop, deploy, and support production-grade AI/ML services that address complex business problems.

What you'll do

• Work across the full AI/ML lifecycle from exploration and prototyping through deployment and production support.
• Perform data collection, cleansing, preprocessing, transformation, feature engineering, exploratory analysis, and data visualization.
• Develop automated workflows for data collection, validation, preprocessing, and feature generation.
• Develop, evaluate, optimize, and maintain machine learning and deep learning models for business problems.
• Build Python-based applications/services using Flask and API development technologies.
• Monitor and troubleshoot deployed services including root-cause analysis across data, model, API, application, infrastructure, and deployment layers.

What you'll need

• Hands-on Python skills for investigating documentation and online technical resources to solve unfamiliar problems independently.
• Hands-on experience with Python frameworks/libraries including scikit-learn, Pandas, Numpy, and PyTorch.
• Strong understanding of data collection, preprocessing, feature engineering, exploratory data analysis, statistical analysis, and data visualization.
• Low-level architectural understanding of traditional machine learning models, including internal behavior and appropriate use cases.
• High-level understanding of Generative AI models, Large Language Models, AI frameworks, and common application patterns.
• Ability to evaluate how Generative AI/ML can be applied to different business problem statements.
• Experience supporting production applications with incident investigation and root-cause analysis.

Details

• Location: Bangalore, India.