Caterpillar Inc.

Data Analysis Engineer – Structure Simulation

Caterpillar Inc.

full-time

Posted on:

Location Type: Hybrid

Location: ChampaignArizonaIllinoisUnited 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