Data Scientist II- Data Algorithms & Optimization, Cat Digital

NLP PEOPLE; Peoria (IL); On-site; USD 97,530 - 158,480; Full time

Benefits offered by this job

Medical, dental, and vision benefits

401(k) savings plans

Tuition Reimbursement

Incentive bonus

Job summary

Caterpillar Inc. is looking for a Data Scientist to join their Platform Analytics and AI team based in Peoria, IL. This role will be responsible for developing advanced analytical models and leveraging machine learning to drive business outcomes. Ideal candidates will have a strong background in statistics and data science with skills in Python programming.

As part of a collaborative team, you will analyze large datasets, ensuring data quality and providing actionable insights to aid product innovation and operational excellence while being part of a respected Fortune 100 company.

Qualifications

• Extensive knowledge of machine learning principles and algorithms.
• Working knowledge of Python for solving business challenges.
• Strong understanding of statistical analysis techniques.

Responsibilities

• Design and maintain advanced analytical models.
• Analyze complex datasets to identify trends.
• Develop scalable data-driven solutions for business problems.

Skills

Machine Learning

Python programming

Statistical Analysis

Analytical Thinking

Data Quality Assurance

Education

Bachelor's or Master's in Applied Statistics, Data Science or related field

Tools

GitHub

AWS

Azure

Job description

Career Area

Technology, Digital and Data

Job Description

Your Work Shapes the World at Caterpillar Inc.

When you join Caterpillar, you’re joining a global team who cares not just about the work we do – but also about each other. We are the makers, problem solvers, and future world builders who are creating stronger, more sustainable communities. We don’t just talk about progress and innovation here – we make it happen, with our customers, where we work and live. Together, we are building a better world, so we can all enjoy living in it.

Cat Digital is the digital and technology arm of Caterpillar Inc., leveraging the latest technologies to build industry leading digital solutions for our customers and dealers. With over 1.5 million connected assets worldwide, our teams use data, technology, advanced analytics, telematics, and AI capabilities to help our customers build a better, more sustainable world.

Job Summary

Join the Platform Analytics and AI team of Cat Digital and be responsible for delivering advanced analytics, data science, and machine learning solutions that support business decision‑making, product innovation, and operational excellence. This position partners closely with analytics leaders, product teams, and technical stakeholders to translate complex business problems into scalable, data‑driven solutions.

The role plays a critical part in ensuring data quality, developing analytical models, and providing actionable insights that drive measurable business impact across digital initiatives.

What You Will Do

• Design, develop, and maintain advanced analytical models, including machine learning and statistical approaches, to support digital products and enterprise initiatives.
• Analyze large, complex datasets to identify trends, patterns, and opportunities for improvement.
• Partner with cross‑functional teams to define analytical requirements and translate business questions into data science solutions.
• Support data quality initiatives by validating data sources, identifying gaps, and recommending improvements.
• Communicate insights and model results clearly to technical and non‑technical stakeholders.
• Contribute to continuous improvement of analytics tools, methodologies, and best practices within Cat Digital.

What You Will Have

• Business Statistics: Extensive knowledge of the 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.
• Accuracy and Attention to Detail: Extensive understanding of the necessity and value of accuracy; ability to complete tasks with high levels of precision.
• Analytical Thinking: 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.
• Machine Learning: Extensive knowledge of principles, technologies and algorithms of machine learning; ability to develop, implement and deliver related systems, products and services.
• Programming Languages: Working 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.
• Requirements Analysis: 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.

Considerations for Top Candidates

Typically, a Bachelors, 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 hands‑on experience: applying Python programming to solve business challenges and advanced data analysis and statistical methods such as regression, hypothesis testing, ANOVA, statistical process control, etc., practical applications of Machine Learning techniques such as Clustering, Logistic Regression, Random Forests, SVM or Neural Networks; working with generative AI, with an understanding of strengths, limitations, and responsible use considerations; advanced experience in quantifying the costs, benefits, risks and chances for success before recommending a course of action. In‑depth technical and problem‑solving skills and evidence of continuous learning in the analytics field. Working knowledge with cloud technologies (AWS, Azure, Google Cloud, etc.), advanced experience with version control / repositories such as GitHub, experience operating in an Agile environment. Must demonstrate strong initiative, interpersonal skills, and the ability to communicate effectively.

Additional Information

This position will be based out of our Chicago, IL or Peoria, IL offices.

What You Will Get

Working with a Fortune 100 leader, you can build your career on a global scale and take advantage of development opportunities with emerging technologies. We’ve created an inclusive environment for you to explore your passions, make an impact and do the work that really matters. Join Us.

About Caterpillar

Caterpillar Inc. is the world’s leading manufacturer of construction and mining equipment, off‑highway diesel and natural gas engines, industrial gas turbines and diesel‑electric locomotives. For nearly 100 years, we’ve been helping customers build a better, more sustainable world and are committed and contributing to a reduced‑carbon future. Our innovative products and services, backed by our global dealer network, provide exceptional value that helps customers succeed.

Summary Pay Range

$97,530.00 – $158,480.00

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

Benefits also apply to part‑time employees.

Visa Sponsorship is not available for this position.

Posting Dates

June 29, 2026 – July 6, 2026

Any offer of employment is conditioned upon the successful completion of a drug screen.

Caterpillar is an Equal Opportunity Employer, Including Veterans and Individuals with Disabilities. Qualified applicants of any age are encouraged to apply.