Senior Data Scientist
Caterpillar Inc. (company site, opens in a new tab)BengaluruOn-siteDirect career pageEst. 22–40 LPA
Posted 17h ago
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Job description
Structured overview of role & requirements
About This Role
- Design, develop, and deploy advanced AI/ML and Generative AI solutions to improve decision-making, automation, and customer experience.
- Develop end-to-end machine learning pipelines including data preparation, model training, evaluation, deployment, and monitoring.
- Build scalable Python-based solutions and reusable ML components integrating with enterprise and cloud platforms.
Minimum Requirements
- Work Experience Required: Not explicitly mentioned in the JD
- Proficiency in Python programming and machine learning including large language models and model evaluation.
- Experience with statistical analysis of large-scale structured and unstructured data sets.
- Availability to work onsite 5 days a week; relocation assistance is available.
Ideal Candidate Profile
- Experienced with partnering cross-functionally with product, engineering, and business stakeholders to translate problems into analytic solutions.
- Strong applied knowledge of business statistics, analytical thinking, and advanced ML technologies including Generative AI.
- Capable of driving innovation by staying current with emerging AI and LLM advancements in an enterprise environment.