Data Scientist - Autonomy & Automation

@ Caterpillar Inc.

Overview

Join Caterpillar Inc. as a Data Scientist - Autonomy & Automation. You will contribute to building a better world through data mining, enhanced data collection, statistical analysis, and machine learning. Work with state-of-the-art methods to drive business insights and innovation in a dynamic engineering environment.

Key Responsibilities

• Perform data mining and processing to create analytical systems.
• Enhance data collection and ensure data integrity for analysis.
• Develop ad-hoc analysis and present clear results.
• Build, optimize, and document machine learning models.
• Create automated anomaly detection systems with performance tracking.
• Design REST APIs and manage machine learning pipelines.
• Provide technical leadership and project guidance.
• Consult with customers to improve operational processes.

Qualifications

Basic Qualifications: Bachelor’s degree or equivalent experience; 5+ years of relevant experience; strong analytical, math, and problem-solving skills; expertise in Python and familiarity with git; experience in building REST APIs and working in development teams; and proficiency in SQL and applied statistics.

Desired Qualifications: Master’s Degree, extensive data mining experience, advanced pattern recognition, predictive modeling skills, and familiarity with data science toolkits and frameworks such as Jupyter Notebook, AWS Sagemaker, and data visualization tools.

Key skills/competency

• Data Mining
• Machine Learning
• Python
• SQL
• Statistical Analysis
• Data Visualization
• REST API
• Technical Leadership
• Feature Engineering
• Predictive Modeling