SR DATA SCIENTIST at Cat Digital

| Chicago
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JOB DESCRIPTION

Description

JOB PURPOSE

At Caterpillar, we build more than machines – our ideas and solutions can transform our customers' businesses and lives, our communities and our world. If you’re ready for leadership opportunities, meaningful responsibilities and the autonomy to pursue your passion, come join the Caterpillar team.  

 

Caterpillar’s Global Finance organization is leveraging disruptive technologies and quantitative methods to solve business opportunities, drive competitive advantages, and enhance business insight capabilities. As the Senior Data Scientist, you will lead diverse project teams, comprised of various internal business units, data scientists, external partners, and subject matter experts to solve problems of medium to high complexity.

 

Most of these projects will be of significant complexity and will often involve efforts across many functional areas within business units and potentially across multiple divisions. The primary responsibility of this position will be to deploy machine learning forecasting capabilities across the enterprise.

 

 

JOB DUTIES

Caterpillar’s Global Finance organization is focused on increasing analytics-based insights while decreasing transactional efforts. As the Senior Data Scientist, you will play a strategic role, tasked with formulating new and creative ideas for leveraging disruptive technologies to effectively utilize the business’ vast assortment of data. This role includes both day-to-day initiatives and strategic vision development.

 

In this role, you will own and support ongoing operations for the machine learning forecasting capabilities by generating forecasts periodically, recalibrating and rebuilding the models as required, and continuously enhancing the solution. Additionally, you will support future deployment across the enterprise and scope expansion.

 

Key Responsibilities:

  • Own the process for advanced analytics forecasting solution
  • Own solution methodology – build, refresh, and maintain forecasting models
  • Manage all aspects of the solution, including data ingestion, preparation, visualization interface, and governance
  • Contribute to internal R&D efforts in cutting-edge areas of forecasting, including graph analytics and deep learning / AI
  • Engage with business and finance leaders to understand their organizational strategy, risks, and overall business outlook
  • Manage intake of forecasting requests – responsible and accountable for fulfilling prioritized forecasting requests
  • Partner with finance leaders to understand the feasibility of the predictive forecast and make refinements to the models to reflect business scenarios
  • Define use cases and design deliverables for new initiatives
  • Perform technical feasibility analysis on new initiatives
  • Lead, mentor, and develop other analysts on the team

  

Key attributes:

  • Proven innovative mindset, intellectual curiosity, courage, and emotional intelligence
  • Cross-functional team player with strong problem solving and communication skills
  • Motivation to continuously learn and expand skillset on new technologies
  • Comfort in visualizing and presenting data to executives and other stakeholders in a fast-paced environment
  • Demonstrated in-depth technical capabilities and finance knowledge
  • High-level understanding of major machine learning techniques and their real-world advantages and drawbacks
  • Leading, coaching, and developing additional team members with diverse backgrounds

#LI

Qualifications

Basic Requirements:

 

Top Candidates will also have:

  • Master’s Degree and 3-5 years of experience, or a PhD and 1-3 years of experience in relevant experience is also acceptable
  • Experience with forecasting techniques such as (Arima, Holt Winters, Neural Net, etc.)
  • Qualifications for working in the FP&A domain and with data on the cloud architecture
  • Deep experience in the R programming language and visualization packages (ReactJS, Power BI, etc.)
  • Comfortable working industry standard data visualization and statistics packages
  • Must demonstrate strengths in leadership, initiative, innovation, delegation, judgment, planning and organizing, and the ability to communicate effectively with multiple levels of management, including with team members

 

Additional Information:

 

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 www.caterpillar.com/careers

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Technology we use

  • Engineering
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Location

In the heart of Chicago's lively West Loop area, we have easy access to public transport, great bars and restaurants, and an awesome office roof deck.
Caterpillar Does Digital: The Machine Learning Behind the Machines
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What are Cat Digital Perks + Benefits

Culture
Partners with Nonprofits
Team owned deliverables
Team based strategic planning
Open office floor plan
Diversity
Documented equal pay policy
Unconscious bias training
Someone's primary function is managing the company’s diversity and inclusion initiatives
Health Insurance & Wellness Benefits
Flexible Spending Account (FSA)
Disability Insurance
Dental Benefits
Vision Benefits
Health Insurance Benefits
Life Insurance
Pet Insurance
Wellness Programs
Onsite Gym
Retirement & Stock Options Benefits
401(K)
401(K) Matching
Company Equity
Performance Bonus
Match charitable contributions
Child Care & Parental Leave Benefits
Generous Parental Leave
Flexible Work Schedule
Remote Work Program
Family Medical Leave
Adoption Assistance
Vacation & Time Off Benefits
Generous PTO
Paid Volunteer Time
Paid Holidays
Paid Sick Days
Perks & Discounts
Casual Dress
Game Room
Recreational Clubs
Professional Development Benefits
Job Training & Conferences
Tuition Reimbursement
Diversity Program
Lunch and learns
Cross functional training encouraged
Promote from within
Time allotted for learning
Customized development tracks
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