Data Scientist I, Cat Digital

Caterpillar; Chicago (IL); On-site; USD 89,000 - 145,000; Full time

Benefits offered by this job

Medical, dental & vision

401(k) plan

HSA

Paid time off

Tuition reimbursement

Career development

Incentive bonus

Job summary

Caterpillar’s Cat Digital arm seeks a data analytics professional to build next-generation analytics for the world’s largest fleet of connected assets. You will explore data, apply NLP and ML techniques, and deliver insights using visualization tools.

You will work with Python data stacks, cloud platforms, and collaborate across teams in a fast-paced, innovation-driven environment in Chicago.

Qualifications

• Bachelor's degree or higher in a quantitative field.
• Experience with Python data tools (NumPy, pandas).
• Knowledge of ML and NLP techniques.
• Experience with cloud platforms (AWS, Azure, Google Cloud).

Responsibilities

• Gather, mine, and process data at large scale.
• Build data models and semantic capabilities with NLP and ML.
• Present insights to management using data visualization tools.
• Collaborate with Cat Digital teams across functions.

Skills

Data analytics

Python

NLP

Machine learning

Statistics

Data visualization

Education

Bachelor's or higher in Statistics/Data Science

Master's or PhD in Data Science/Statistics

Tools

GitHub

AWS

Azure

GCP

SQL

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 and analytics solutions for our customers and dealers. We’ve created an inclusive environment for you to explore your passions, make an impact and do the work that really matters. With over 1.5M connected assets worldwide, our business and in the industries, we serve, data is generated continuously by Cat® equipment using the latest technology, advanced analytics, telematics and AI capabilities to help our customers build a better world.

Job Summary

Join the Equipment Usage Analytics team of Cat Digital to develop the next generation of Analytics for the largest fleet of connected assets in the industry. Our best-looking team helps to solve our customers’ toughest challenges, using the latest advancements in Analytics. Some of the opportunities you will be working are using both internal and external data to predict applications, downtime, measuring efficiency, among many others top-secret, high value, and resume-changing work.

What You Will Do

Performing 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. Defining 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.

What You Will Have

Business Statistics: Working 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. Machine Learning: Working 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 to write and modify programming languages. Query and Database Access Tools: Working knowledge of data management systems; ability to use, support and access facilities for searching, extracting and formatting data for further use.

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. Experience applying Python (NumPy, SciPy, pandas, etc.) programming to solve business challenges. Experience with advanced data analysis and statistical methods such as regression, hypothesis testing, ANOVA, statistical process control, etc. (typically 1+ years) Working knowledge with cloud technologies (AWS, Azure, Google Cloud, etc.) Advanced experience with version control / repositories such as GitHub Must demonstrate initiative, interpersonal skills, and the ability to communicate effectively.

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.

Additional Details

This position will be based out of our Chicago, IL office. Relocation Assistance is NOT available for this role. Visa Sponsorship is NOT available now or in the future.

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

$89,210.00 - $144,960.00 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 Visa Sponsorship is not available for this position.

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.

There’s more to work at Caterpillar than just the work itself. We hire smart, friendly people and it shows in our culture. We hold ourselves to high standards and make sure our values of integrity, excellence, teamwork, commitment and sustainability come to life in the way we work. We make sure our employees feel continuously challenged while also supported. We provide professional growth opportunities, including leadership programs. We celebrate the diversity of our team, while also working together as one Caterpillar. Our culture, like everything at our company, is made possible by each employee’s contribution. Person by person, we create the environment we work in, and we are proud of the Caterpillar we’ve built.