Career Area:
Technology, Digital and Data
Job Description:
Your Work Shapes the World at Caterpillar Inc.
When you join Caterpillar, you're joining a global team who cares not just about the work we do – but also about each other. We are the makers, problem solvers, and future world builders who are creating stronger, more sustainable communities. We don't just talk about progress and innovation here – we make it happen, with our customers, where we work and live. Together, we are building a better world, so we can all enjoy living in it.
Role Definition
Senior Data Scientist to design, develop, and deploy advanced AI/ML solutions that drive business impact. The ideal candidate will possess deep expertise in statistics, machine learning, large language models (LLMs), model evaluation, and Python-based solution development. This role will partner closely with product, engineering, and business stakeholders to develop scalable analytics and Generative AI solutions that improve decision-making, automation, and customer experiences.

Responsibilities




• Apply advanced statistical techniques to analyze large-scale structured and unstructured datasets, identify insights, and quantify business impact.
• Develop end-to-end ML and GenAI pipelines, including data preparation, model training, fine-tuning, evaluation, deployment, and monitoring.
• Build scalable Python-based solutions and reusable ML components that integrate with enterprise platforms and cloud environments.
• Collaborate with cross-functional teams to translate business problems into analytical solutions and communicate findings to technical and non-technical stakeholders.
• Stay current with emerging AI, machine learning, and LLM advancements, driving innovation and adoption of best practices.

Skill Descriptors
Business Statistics: Knowledge of the statistical tools, processes, and practices to describe business results in measurable scales; ability to use statistical tools and processes to assist in making b

📌 Senior Data Scientist (Bengaluru)
🏢 Caterpillar
📍 Bengaluru