
Data Analysis Engineer – Structure Simulation
Caterpillar Inc.
full-time
Posted on:
Location Type: Hybrid
Location: Champaign • Arizona • Illinois • United States
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Salary
💰 $97,530 - $146,290 per year
About the role
- Build and deploy machine learning models to estimate loads, strains, and damage/life predictions (scikit-learn).
- Create dashboards and visualizations to explore large datasets and identify root causes of structural issues related to application severity (Power BI, Tableau).
- Automate data processing and analysis workflows for high-frequency time-series telematics data, with robust version control and development practices (Python, Git, GitHub, Azure DevOps Repos, VS Code).
- Managed large-scale SQL databases for storing and retrieving hundreds of millions to billions of rows of summarized data across diverse assets (Snowflake, MySQL, SQLite).
Requirements
- Degree in Engineering from an accredited institution.
- Experience in Finite Element Analysis (FEA), fatigue and durability modeling, and multibody dynamics.
- Proficient in building machine learning models for load estimation and life prediction (scikit-learn).
Benefits
- Medical, dental, and vision benefits*
- Paid time off plan (Vacation, Holidays, Volunteer, etc.)*
- 401(k) savings plans*
- Health Savings Account (HSA)*
- Flexible Spending Accounts (FSAs)*
- Health Lifestyle Programs*
- Employee Assistance Program*
- Voluntary Benefits and Employee Discounts*
- Career Development*
- Incentive bonus*
- Disability benefits
- Life Insurance
- Parental leave
- Adoption benefits
- Tuition Reimbursement
Applicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills & Tools
machine learningload estimationlife predictionfinite element analysisfatigue modelingdurability modelingmultibody dynamicsdata processingdata analysistime-series analysis
Certifications
degree in Engineering