Career Area:
Technology, Digital and Data
Job Description:
Your Work Shapes the World at Caterpillar Inc.
When you join Caterpillar, youre 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 dont 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.
Basic Qualifications:
- BS or MS degree in a quantitative discipline such as data science, data analytics, computer science, engineering, statistics, mathematics, finance, or other related degree
- Overall experience of 7+ years of qualified experience
- 5+ years of proven experience as a Data scientist in designing and implementing data processing and machine learning frameworks.
- Recent 4+ years of experience with Python, SQL
- Develop and implement advanced statistical models, machine learning algorithms,



and AI techniques to solve complex business problems.
- Perform data analysis, data cleaning, and feature engineering to prepare data for modeling.
- Evaluate and select appropriate algorithms and models for specific use cases.

Top candidates will also have:
- MS degree in a quantitative discipline such as data science, data analytics, computer science, engineering, statistics, mathematics, finance, or other related degree
- Proven experience in some of the following:
- Compiling and standardizing diverse, non-sanitized datasets.
- Working with structured and unstructured data.
- Developing classification and regression models.
- Unsupervised learning algorithms.
- Experience integrating analytical models with existing data pipelines.
- Proven experience as a Senior Data scientist for a Data science team.
- Hands-on experience in Agents, Large Language Models, Small Language Models, Retrieval Augmented Generation, Generative

📌 Senior Data Scientist (Bengaluru)
🏢 Caterpillar
📍 Bengaluru