Caterpillar, Inc

Lead Data Scientist

Caterpillar, Inc$128K — $208K *
Enterprise Technology
Less than 5 years of experience
Job Overview by Ladders

Qualifications

  • 5-7 years of experience in data science or related field.
  • Strong knowledge of machine learning algorithms and statistical methodologies.
  • Proficient in Python and experience with data processing libraries (NumPy, SciPy, pandas).
  • Extensive understanding of SQL, data modeling, and ETL processes.
  • Experience with cloud technologies (AWS, Azure, Google Cloud) is desired.

Responsibilities

  • Conduct data discovery, preparation, and processing for ML/AI models.
  • Explore and implement semantic data capabilities through analytics.
  • Define requirements and scope of data analyses, presenting insights to management.
  • Research data model optimization and algorithms.
  • Plan technical deliverables for junior team members.
  • Communicate technical concepts to stakeholders in an accessible manner.
  • Develop, validate, and implement statistical models.

Benefits

  • Medical, dental, and vision benefits
  • Paid time off including vacation and holidays
  • 401(k) savings plans
  • Flexible Spending Accounts (FSAs)
  • Career development opportunities
  • Incentive bonus
  • Tuition reimbursement
Full Job Description
Career Area:
Technology, Digital and Data

Job Description:

The Cybersecurity GRC - Technology & Analytics team of Caterpillar IT is seeking a Lead Data Scientist to be a technical expert, working in a team environment, to support the development, integration & enhancement for Caterpillar in Advanced Analytics and GenAI initiatives for the Technology & Analytics team.

Significant responsibilities of this position are working with people; enhancing the team's creativity; maintaining knowledge of approaches used in similar projects; and pushing the technical bounds of experimentation while meeting customer commitments. The Lead Data Scientist acts as a technical leader for establishing and maintaining a sound analytic approach for solving the problem at hand. This individual will develop good networks within the technical community to enable them to collaborate on technical solutions, obtain resources and cooperation needed, and remove roadblocks so that they can ensure the success of their team.

What You Will Do:

Key areas of accountability include participating in the design and development of Data and Analytic Solutions including GenAI as part of Strategic Cybersecurity projects and programs; providing input into technology roadmaps and application evolution plans; acting as a researcher and evaluator of new technology, information, or integration standards. The Lead Data Scientist reports to an Analytics Supervisor and bears primary responsibility for solving the business problem presented through applied analytics and directing the team technically. Individual work will primarily be directed by Manager and Stakeholders in terms of business requirements and needs.
  • Conduct Data Discovery, data preparation and data processing for business intelligence and ML / AI Models.
  • Exploring, promoting, and implementing semantic data capabilities through data analytics and machine learning techniques.
  • Leading to define requirements and scope of data analyses; 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.
  • Plan technical deliverables and definition of done for each sprint for the Jr. Data Engineers
  • Communicate and Present the Technical Deliverables to stakeholders and business in an easy-to-understand way.
  • Demonstrate a breadth of knowledge in the application statistical methods and/or digital methods to solve business problems
  • Develop, validate, train and implement statistical models, and implement digital solutions
  • Participate on 3-4 projects/products concurrently
  • Demonstrate strong initiative to research and apply new methods to exceed customer expectations.
  • Have a strong focus on continual learning in the Analytics field
  • Possess thorough statistical and/or digital technology knowledge and the ability to solve low to medium complexity problems.
  • Have very good communication skills, being able to explain conclusions to customers with limited knowledge and experience with quantitative analytical methods.


What You Have:
  • Business Statistics: 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.
  • Machine Learning / AI: Extensive knowledge of principles, technologies and algorithms of machine learning
  • Programming Languages: Extensive knowledge in the application of Python programming to solve business challenges; ability to use tools, techniques and platforms in order to write and modify programming languages.
  • Database Management and Consumption: Extensive knowledge of data management systems; ability to use, support and access facilities for searching, extracting and formatting data for further use.
  • Data Analysis: Posses the ability to conduct thorough data analysis and produce data mapping documents per the business requirements; extensive capabilities in SQL, data modeling, and understanding of data processing including ETL / ELT
  • 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.

Top Candidates Will Have:
  • Typically Master's degree in Applied Statistics, Data Science, Business Analytics, Business Intelligence & Analytics, Mathematics, Computer Science, Computer Science, Engineering, Informatics, Information Systems Management, Mathematics, MBA with Technical Undergrad, Predictive Analytics, Statistics, or equivalent technical degree.
  • Extensive experience applying Python (NumPy, SciPy, pandas, etc) programming to solve business challenges.
  • Extensive experience (typically 8 years+) with advanced data analysis and statistical methods such as regression, hypothesis testing, ANOVA, statistical process control, etc.
  • 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.
  • In-depth technical and problem-solving skills and evidence of continuous learning in the analytics field
  • 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.
  • Working knowledge with cloud technologies (AWS, Azure, Google Cloud, etc)
  • Extensive experience with Snowflake and SQL
  • Advanced experience in DevOPs and ML-OPs
  • Extensive experience with the necessity and value of accuracy; ability to complete tasks with high levels of precision.
  • Good understanding of Agile Best Practices to work with Project Manager and Team to Plan, Effort Estimation, Check Quality, Document and Deliver on time with help of team.
  • Must demonstrate strong initiative, interpersonal skills, and the ability to communicate effectively; Presenting technical work in small or large setting of Stakeholders and Leaders.
  • Experience with GenAI is plus


Additional Info:
  • The ideal location for this role is East Peoria-IL, Irving-TX, Nashville-TN
  • This position may require 20% travel.


Summary Pay Range:

$128,470.00 - $208,770.00

Compensation and benefits offered may vary depending on multiple individualized factors, job level, market location, job-related knowledge, skills, individual performance and experience. Please note that salary is only one component of total compensation at Caterpillar.

Benefits:

Subject to plan eligibility, terms, and guidelines. This is a summary list of 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

This position requires working onsite five days a week.

Visa Sponsorship is not available for this position.

Posting Dates:
June 11, 2026 - June 14, 2026

About Caterpillar, Inc

Progress Rail Services Corporation, a Caterpillar company, is one of the largest integrated and diversified suppliers of railroad and transit system products and services worldwide. Since its acquisition by Caterpillar Inc. in 2006, Progress Rail has used the Caterpillar international footprint to gain quick and widespread notice and approval across the globe. Product technology, reliability and durability, along with legendary aftermarket parts and service support, have been their keys to success. Caterpillar is the world's leading manufacturer of construction and mining equipment, diesel and natural gas engines and industrial gas turbines. The technology and world reach of Caterpillar, combined with the service standard and historical reliability of Progress Rail, ensures their products and services make a growing impact on the world rail industry. With their acquisition of Electro-Motive Diesel (EMD), Progress Rail is the world's largest builder of diesel-electric locomotives for all commercial railroad applications including freight, intercity passenger, commuter, switching, industrial and mining. EMD is also a global provider of diesel power engines for marine propulsion, offshore and land based oil well drilling rigs and stationary power generation. Electro-Motive is the only diesel engine manufacturer of its size to have produced more than 70,000 engines. This success stems from product reliability, serviceability, load acceptance capability, low operating costs and ease of maintenance with standardized components.

Caterpillar, Inc. Careers

Join the robust team at Caterpillar, Inc., a global leader in construction and mining equipment, where innovation drives everything we do. As part of our team, you'll engage in work that improves the world and furthers your career with every project you touch.

Work You’ll Do

At Caterpillar, Inc., you will have the opportunity to contribute to a variety of groundbreaking projects that extend across the globe. Our commitment to leadership in the industry is unwavering, and we achieve it through a culture that fosters diversity and leadership development.

Explore Job Opportunities and Growth

Caterpillar offers a wide range of job opportunities and career paths, providing a platform for professional growth and development. Whether you're interested in engineering, sales, marketing, or management, Caterpillar has a position that will utilize your unique skills and talents. We are continuously hiring innovative minds to propel our mission forward and maintain our status as industry leaders.

Internship Programs

Kickstart your career with a Caterpillar internship. Our internships provide invaluable workplace experience and networking opportunities that often lead to full-time employment at our company. As an intern, you will work alongside experienced professionals and gain insights that will benefit you as you advance in your career.

Benefits and Culture

Choosing a career at Caterpillar means more than just having a job. It means you're part of a team that values diversity and is committed to creating an inclusive environment. We offer competitive benefits to ensure the health and well-being of our employees and their families. These benefits include health insurance, retirement plans, and paid time off, alongside unique perks like professional development and diversity training programs.

Innovation and Leadership

Drive innovation and industry leadership as part of the Caterpillar team. We empower our employees to lead from their first day on the job, encouraging continuous improvement and career advancement. At Caterpillar, your ideas will shape the future of our business and the industries we serve.

Join Our Team

Search open positions that match your skills and interests. We are looking for passionate, curious, and solution-driven team players. Ready to start your journey at Caterpillar, Inc.? Explore our career portal for the latest job opportunities.

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Prepare for Your Interview

Make a great first impression. Prepare for your interview at Caterpillar by reviewing common questions and practicing your responses. Tailor your resume to highlight the experiences and skills that make you the ideal candidate for the position you are applying for. At Caterpillar, Inc., every role offers the chance to make an impact. Come be a part of our team and drive the future of our global industries. Your career at Caterpillar is not just about what you'll accomplish, but how you'll grow and the innovation you'll lead. Join us and build a career that matters.
Learn more about Caterpillar, Inc
Size
107,700 employees
Market Cap
$125.3 billion
Industry
Net Income
$2.9 billion
Founded
1925
5 Year Trend
+5.8%
Revenue
$41.7 billion
NASDAQ

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