Sr. Data Scientist, Used Insight and Analytics

Company: Caterpillar Brazil
Location: Chicago
Posted on: April 1, 2025

Job Description:

Sr. Data Scientist, Used Insight and AnalyticsSr. Data Scientist, Used Insight and AnalyticsApply locations: Chicago, IllinoisTime type: Full timePosted on: Posted 2 Days AgoJob requisition id: R0000297333Career Area: Technology, Digital and DataJob 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. 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.Job Summary:We are seeking a Sr. Data Scientist to be a technical expert and take charge of transforming data into actionable insights. You will play a pivotal role in shaping and delivering innovative analytics solutions to drive used business. This position supports and drives end-to-end analytics solutions, including the Cat Used Price Advisor, to enhance dealer profitability and service growth. You will act as a lead in this space-refining pricing models, driving key analytics and insights for the Used Strategy Project, and mentoring junior talent to sustain and grow this function.If you're passionate about driving business value through insights and analytics, we invite you to be a key player in our journey towards excellence. Join us.What Will You Do?

• Drive a data-driven product development culture to optimize digital investments, increasing rental revenue, and expanding the customer base through enhanced dealer operations and improved product utilization.
• Direct the data gathering, data mining, and data processing processes in huge volume; creating appropriate data models.
• Explore, promote, and implement semantic data capabilities through Natural Language Processing, text analysis, and machine learning techniques.
• Define requirements and scope of data analyses; present and report possible business insights to management using data visualization technologies.
• Conduct research on data model optimization and algorithms to improve effectiveness and accuracy on data analyses.What You Will Have:
  • Data Analysis and Requirements Gathering: Conduct in-depth analysis of complex business data, providing valuable insights to support strategic initiatives and operational efficiency. Gather and document business requirements for Analytics, defining KPIs and metrics.
  • Accuracy and Attention to Detail: Extensive experience with 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: Extensive knowledge of basic concepts and capabilities of applying Python (NumPy, SciPy, Pandas, etc.) programming to solve business challenges.
  • Query and Database Access Tools: Extensive knowledge of data management systems; ability to use, support, and access facilities for searching, extracting, and formatting data for further use.If you're a strategic thinker with a passion for turning data into actionable insights and possess strong leadership skills, we invite you to lead our Used Insights and Analytics team towards greater success.Considerations For Top Candidates:
    • Bachelors, Masters, or PhD degree in Applied Statistics, Data Science, Predictive Analytics, Business Analytics, Mathematics, Computer Science, Engineering (Aerospace, Electrical, Mechanical, Computer, Industrial, Agricultural, etc.), Informatics, Information Systems Management, or equivalent technical degree.
    • Extensive experience applying Python (NumPy, SciPy, pandas, etc.) programming to solve business challenges.
    • Extensive experience (typically 6 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.
    • Knowledge of Machine Learning and data visualization packages like Power BI and Tableau.
    • Knowledge of AWS services, Cloud ELT/ETL, Data Lake solutions (Snowflake/AWS).
    • Experience in design/development of heavy equipment (ex. automotive, aerospace, engine, transmission, construction, mining, industrial, etc).
    • Must demonstrate strong initiative, interpersonal skills, strong consultative skills, and the ability to communicate and tell compelling stories with data.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 will be based out of our Chicago, IL office with a flexible hybrid work environment.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.Summary Pay Range: $110,520.00 - $179,640.00Compensation 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:
      • 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. 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.Posting Dates: March 25, 2025 - April 6, 2025Any 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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Keywords: Caterpillar Brazil, Chicago , Sr. Data Scientist, Used Insight and Analytics, Other , Chicago, Illinois