Data Scientist / Technical Analyst

Caterpillar Inc.

Data Scientist developing machine learning, Generative AI, and telematics solutions for Caterpillar’s connected equipment. Building models that predict failures and optimize fleet operations.

Posted 9/8/2026full-timeChicago • Illinois, Texas • 🇺🇸 United StatesJuniorMid-Level💰 $89,210 - $144,960 per yearWebsite

Core Competencies

Role fit

Core Competencies

Use this summary to align your resume positioning with the role.

Demonstrates expertise in developing machine learning and deep learning models, with a strong foundation in statistical analysis and data management. Proficient in programming and capable of implementing Generative AI solutions for operational optimization and predictive maintenance.

Highest-signal resume keywords

Machine Learning PrinciplesStatistical Tools and PracticesProgramming Language KnowledgeData Management SystemsRoot-Cause Analysis

ATS Keywords

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Applicant Tracking System Keywords

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Hard Skills

Machine LearningDeep LearningStatistical AnalysisPredictive ModelingGenerative AIProgrammingData ManagementReliability AnalysisPerformance OptimizationRoot-Cause Investigation

Soft Skills

Analytical ThinkingAttention to Detail

Tools & Technologies

Telematics DevicesCellular TechnologySatellite TechnologyWi-FiBluetooth

Industry Keywords

Data ScienceComputer EngineeringElectrical EngineeringOperational ReadinessIncident Response

About the role

Key responsibilities & impact

Develop machine learning, deep learning, statistical, and physics-based models using time-series sensor data, machine fault codes, inspections, and analysis records
Identify health anomalies, predict equipment failure modes, estimate remaining useful life, and build equipment risk models
Evaluate emerging technologies, product services, and technology platforms
Develop and implement Generative AI solutions, including model training, evaluation, selection, prompt engineering, agents, assistants, and chatbots
Perform reliability monitoring, observability, incident response, automation development, reliability analysis, operational readiness reviews, root-cause investigations, performance optimization, and continuous improvement
Plan and execute global telematics device programs, including testing and analysis of cellular, satellite, Wi-Fi, Bluetooth, and other technologies
Provide digital technical support for Caterpillar digital applications and products
Partner with experienced engineers and data scientists to build AI and analytics solutions for fleet management, equipment failure prediction, and operational optimization

Requirements

What you’ll need

Bachelor’s degree or higher in data science, computer engineering, electrical engineering or related degree; selected candidates must complete their degree by their start date
0-2 years of relevant experience related to this field; internships or academic projects are a plus
Minimum cumulative GPA requirement 3.0/4.0 (no rounding)
Knowledge of statistical tools, processes, and practices for business decision-making
Accuracy and attention to detail
Analytical thinking and root-cause analysis
Knowledge of machine learning principles, technologies, and algorithms
Programming language knowledge and ability to write and modify code
Knowledge of data management systems and query/database access tools
Requirements analysis skills
Sponsorship now or in the future is NOT available for this position
Successful completion of a drug screen required

Benefits

Comp & perks

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
Basic relocation may be available, depending on relocation qualifications
Relocation is available for this position