Caterpillar Inc. · 8 hours ago
Lead Data Scientist, Cat Foresight
Chicago, IL
Full-time
Hybrid
Senior Level, Lead/Staff
$126K/yr - $205K/yrCaterpillar Inc. is a leading manufacturer of construction and mining equipment, committed to building a sustainable world. They are seeking a Lead Data Scientist to guide a team in developing intelligent analytics for Cat Foresight, focusing on data gathering, processing, and advanced insights through machine learning and predictive models.
ConstructionMachinery ManufacturingManufacturingMechanical Engineering
No H1B
Responsibilities
Directing the data gathering, data mining, and data processing processes in huge volume; creating appropriate data models
Exploring, promoting, and implementing semantic data capabilities through Natural Language Processing, text analysis and machine learning techniques
Leading to define requirements and scope of data analysis; presenting and reporting possible business insights to management using data visualization technologies
Conducting research on data model optimization and algorithms to improve effectiveness and accuracy on data analyses
Qualification
Required
Extensive experience with statistical tools, processes, and practices to describe business results in measurable scales; ability to use statistical tools and processes to assist in making business decisions
Extensive experience with the necessity and value of accuracy; ability to complete tasks with high levels of precision
Extensive knowledge of techniques and tools that promote effective analysis; ability to determine the root cause of organizational problems and create alternative solutions that resolve these problems
Extensive knowledge of principles, technologies and algorithms of machine learning (particularly recommendation/attentional models); ability to develop, implement and deliver related systems, products and services
Extensive knowledge of basic concepts and capabilities of applying Python programming to solve business challenges; ability to use tools, techniques and platforms in order to write and modify programming languages
Extensive knowledge of data management systems; ability to use, support and access facilities for searching, extracting and formatting data for further use
Working knowledge of tools, methods, and techniques of requirement analysis; ability to elicit, analyze and record required business functionality and non-functionality requirements to ensure the success of a system or software development project
Preferred
Typically, a Masters or PhD degree in Applied Statistics, Data Science, Business Analytics, Predictive Analytics, Business Intelligence & Analytics, Mathematics, Computer Science, Engineering (Aerospace, Electrical, Mechanical, Computer, Industrial, Agricultural, etc.), or equivalent technical degree
Extensive experience applying Python (NumPy, SciPy, pandas, etc.) programming to solve business challenges
Extensive experience in practical applications of Machine Learning techniques such as Clustering, Logistic Regression, Random Forests, SVM or Neural Networks
Advanced experience in quantifying the costs, benefits, risks and chances for success before recommending a course of action
Working experience with heavy equipment engineering and/or condition monitoring
In-depth technical and problem-solving skills and evidence of continuous learning in the analytics field
Must demonstrate strong initiative, interpersonal skills, and the ability to communicate effectively
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
These benefits also apply to part-time employees
Company
Caterpillar Inc.
For 100 years, we’ve been helping customers build a better, more sustainable world.
Founded in 1925
10001+ employees
Funding
Current Stage
Public CompanyTotal Funding
$3.51BKey Investors
US Department of EnergyAdvanced Propulsion Centre UK
2025-08-28Post Ipo Debt· $3.5B
2024-10-31Grant· $5.04M
2019-06-23Grant
Leadership Team
George Moubayed
Chief Sustainability and Strategy Officer / Senior Vice President Enterprise Strategy Division
E
Eric Sporre
Vice President & Global Chief Information Security Officer (CISO)
Recent News
2026-01-22
Company data provided by crunchbase