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Senior Data Scientist at Caterpillar - ApplyBlast

Senior Data Scientist

Caterpillar

4 months ago

4.0 on Glassdoor

Bangalore, Karnataka

Hybrid

Full Time

Senior

0 applicants

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About this role

A Machine Learning Engineer at Caterpillar will develop a next-generation digital platform for modern manufacturing powered by NVIDIA technologies. The role focuses on architecting ML pipelines, deploying optimization models, and creating digital twins to enhance supply chain and production operations. Candidates will work with industrial analytics to drive efficiency through intelligent automation and predictive maintenance solutions.

Responsibilities

Architect end-to-end machine learning and synthetic data pipelines
Develop advanced generative models for industrial scheduling and quality prediction
Implement modern optimization algorithms for manufacturing processes
Lead model validation using industrial analytics metrics
Establish standards for data and model lifecycle management

Skills

Qualifications

BS in Computer ScienceMaster's in Artificial IntelligencePhD in Data ScienceNVIDIA Certified Professional6 Sigma Green Belt

About Caterpillar

caterpillar.com

Headquarters

Irving, Texas, United States

Company Size

10001+ employees

Founded

1925

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Caterpillar is the world’s leading manufacturer of construction and mining equipment, diesel and natural gas engines, industrial turbines and diesel-electric locomotives.