Cat Digital uses digital technologies to help Caterpillar Inc. customers build a better, more sustainable world.

Data Scientist II, eCommerce Analytics

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Career Area:
Business Technologies, 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:
The Data Scientist II in the aftermarket analytics team of Cat Digital will collaborate with cross-functional teams to maximize the value extraction of Caterpillar's aftermarket digital products and services. This position requires data cleaning, analysis, and modeling expertise to address complex problems. The role offers a balance of independent work and collaboration, providing the autonomy to lead specific aspects of projects while working alongside senior team members to tackle more significant challenges.
What You Will Do:

  • Utilizing various data science methods, such as machine learning, statistical modeling, and causal inference, to gain insights into customer behavior, optimize and personalize digital experiences, and generate measurable business value
  • 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
  • Coaching other Data Scientists in the creation, validation, and application of data science methods
  • Leveraging excellent communication skills to explain conclusions to customers with limited knowledge and experience with quantitative analytical methods

What You Will Have:

  • Analytical Thinking: Extensive ability to determine the root cause of organizational problems and create alternative solutions that resolve these problems; Knowledge of techniques and tools that promote effective analysis.
  • Data Cleaning, Analysis, and Preparation: Working knowledge in conducting exploratory data analysis to extract meaningful patterns, trends, and insights from complex datasets, including data mining and cleaning initiatives and writing, debugging and implementing queries involving multiple tables or databases.
  • Machine Learning: Knowledge of principles, technologies and algorithms of machine learning; ability to develop, implement and deliver related systems, products and services. Experience completing specific tasks and initiatives utilizing machine learning technologies, such as classification, regression, or optimization and specific tools and techniques to process descriptive and inferential statistics.
  • Programming Languages: Experience and fluency with data querying languages (e.g. SQL), scripting languages (e.g. Python), and/or statistical/mathematical software (e.g. R)
  • Collaboration & Effective Communication: Experience working closely with cross-functional teams, providing data-driven insights and collaborating on projects to solve business challenges.

Considerations for Top Candidates:

  • Bachelors, Masters, or PhD degree preferably in statistics, economics, mathematics, data science or a similar field with quantitative coursework
  • Typically, 3-4+ years of professional experience utilizing quantitative analysis, or a Master's degree and 1-2+ years of experience, or a PhD in one of the associated fields
  • Experience in eCommerce and/or digital products domains
  • Experience with advanced data analysis and statistical methods such as regression and hypothesis testing
  • Practical applications of machine learning techniques, such as Collaborative Filtering and Clustering
  • Strong technical and problem-solving skills and evidence of continuous learning in the analytics field
  • Experience leading analytics projects connecting data from various business domains and providing forecasts and insights to run the business profitably
  • Experience with cloud technologies (AWS, Azure, Snowflake, Google Cloud, etc.)

While these considerations make for a stronger candidate, we encourage applicants who may not feel they check all those boxes to apply! We always seek individuals who will bring something new to the table!
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 Information:
This position has the option to be based out of either our Chicago, IL; Peoria, IL or Champaign, IL offices with a flexible hybrid work environment.
#BI (used to post on Built In Chicago)
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.
Visa Sponsorship is not available for this position. This employer is not currently hiring foreign national applicants that require or will require sponsorship tied to a specific employer, such as, H, L, TN, F, J, E, O. As a global company, Caterpillar offers many job opportunities outside of the U.S which can be found through our employment website at
Posting Dates:
July 9, 2024 - July 21, 2024
Any offer of employment is conditioned upon the successful completion of a drug screen.
EEO/AA Employer. All qualified individuals - Including minorities, females, veterans and individuals with disabilities - are encouraged to apply.
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What are Caterpillar Perks + Benefits

Volunteer in local community
Caterpillar Inc. participates in local volunteer activities such as the Chase Corporate Challenge
Partners with nonprofits
Open door policy
OKR operational model
Team based strategic planning
Open office floor plan
Flexible work schedule
Remote work program
Documented equal pay policy
Dedicated diversity and inclusion staff
Mandated unconscious bias training
Diversity employee resource groups
Health Insurance + Wellness
Flexible Spending Account (FSA)
Disability insurance
Dental insurance
Vision insurance
Health insurance
Life insurance
Pet insurance
Wellness programs
Mental health benefits
Financial & Retirement
401(K) matching
Company equity
Performance bonus
Charitable contribution matching
Child Care & Parental Leave
Generous parental leave
Family medical leave
Adoption Assistance
Vacation + Time Off
Generous PTO
Paid volunteer time
Paid holidays
Paid sick days
Office Perks
Recreational clubs
Onsite gym
Professional Development
Job training & conferences
Tuition reimbursement
Lunch and learns
Promote from within
Continuing education available during work hours
Online course subscriptions available
Customized development tracks
Paid industry certifications

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