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

SR. DATA SCIENTIST at Caterpillar

| Chicago
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Description

CAREER AREA:

Human Resources

 

JOB DESCRIPTION:

Caterpillar is investing in our digital future, and we’re looking for talented and motivated Senior Data Scientist to build a world class analytics strategy and platform for service data options.

Our iconic products have evolved from mechanical work horses to highly sophisticated, and electronically-controlled worksite solutions. This transformation, along with our smart factories and our integrated dealer network, has a wealth of data ready to be leveraged by our customers and our dealers. We’re generating innovative solutions from millions of data points and hundreds of thousands of IoT connected assets.

 

Service data is a key in supporting parts growth initiatives.  This role will help develop and drive the analytic strategy for service data options.  This includes evaluation of dealer service data against Caterpillar baseline data to improve accuracy.  Develop methodology to analyze the data to find insights into regional, application and other perspectives.  Determine how to work with other product support related data sources and digital/analytic initiatives to drive improvement to service data.

 

  • Move to serving as the technical expert on projects including visualization on complex projects, data security and accessibility
  • Demonstrate deep knowledge and ability to handle complex assignments independently & collaboratively.  This includes experience in Tableau Desktop Developer Skills and intermediate level Tableau Server Skills or expert level Power BI Developer and Pro Skills, and intermediate skill with Power Apps & Flow
  • Participate on cross-functional project teams & lead projects
  • Communicate effectively with leadership and stakeholders regarding project status & requirements
  • Prototype, develop, iterate, test, and deploy into production automated reporting solutions
  • Build mathematical/statistical methods and/or digital methods to solve business problems
  • Write reusable code, build resilient data pipelines, and use standard practices
  • Prototype, develop, iterate, test, and deploy into production automated analytics solutions including working in the cloud
  • Participate or lead on 3-4 projects concurrently

 

Basic Qualifications:

  • Minimum Bachelor's degree & 8 plus years of data science experience OR
  • Master’s degree & 6 plus years of data science experience OR
  • PhD & 3 plus years of data science experience
  • Fields of study include mathematics, data science, statistics, engineering, computer science, operations research, econometrics, finance, economics, analytics or a similar field with quantitative coursework

 

Top Candidates Will Also Have:

  • 1+ years project leadership experience
  • 3+ years practical experience in analytics positions
  • 3+ years of practical experience developing and successfully deploying predictive and/or prescriptive analytics solutions and productionizing machine learning models or in design and prototyping dynamic views and visualizations for large and complex data sets in Tableau and/or Power BI
  • 3+ years practical experience delivering production deployed solutions
  • 3+ years experience extract/transform/load large, structured data sets
  • 3+ years experience with Python using Jupyter Notebooks, libraries & packages
  • Strong experience with data structures using SQL
  • Visual design expertise & passion for graphic design
  • Familiar with building solutions with cloud; preferably AWS or Azure
  • Design thinking experience with UI/UX experience
  • Exemplary communication skills
  • Experience leading & operating in an Agile environment
  • Self-starter and driven
  • Collaborative and leads by example in team environment
  • Innovative with solutions to solve business problems
  • Inquisitive with a strong focus on continual learning in the analytics field
  • Strong attention to detail in order to spot inaccuracies in coding or data
  • Demonstrate thorough knowledge of Caterpillar's products and services, systems, processes, and procedures

 

Relocation offered to IL

Can Work Remote based in the US

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

 

 

Relocation is available for this position.

 

 

 

EEO/AA Employer.  All qualified individuals - Including minorities, females, veterans and individuals with disabilities - are encouraged to apply.

 

Not ready to apply? Submit your information to our Talent Network here.

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Where we are

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.

Technology we use

  • Engineering
  • Sales & Marketing
    • JavaLanguages
    • JavascriptLanguages
    • PythonLanguages
    • RLanguages
    • ScalaLanguages
    • SqlLanguages
    • ReactLibraries
    • ReduxLibraries
    • AngularJSFrameworks
    • Backbone.jsFrameworks
    • Ember.jsFrameworks
    • HadoopFrameworks
    • Node.jsFrameworks
    • Ruby on RailsFrameworks
    • SparkFrameworks
    • SpringFrameworks
    • Amazon Web ServicesFrameworks
    • AWS ElasticSearchFrameworks
    • AWS Code PipelineFrameworks
    • DockerFrameworks
    • ApigeeFrameworks
    • FlinkFrameworks
    • AkkaFrameworks
    • Amazon ECSFrameworks
    • MySQLDatabases
    • OracleDatabases
    • PostgreSQLDatabases
    • DynamoDBDatabases
    • RDSDatabases
    • SalesforceCRM
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What are Caterpillar Perks + Benefits

Culture
Volunteer in local community
Caterpillar Inc. participates in local volunteer activities such as the Chase Corporate Challenge
Partners with Nonprofits
Friends outside of work
Eat lunch together
Daily sync
Open door policy
Team owned deliverables
Team based strategic planning
Open office floor plan
Diversity
Documented equal pay policy
Dedicated Diversity/Inclusion Staff
Unconscious bias training
Someone's primary function is managing the company’s diversity and inclusion initiatives
Diversity Employee Resource Groups
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
Mental Health Benefits
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
Online course subscriptions available
Customized development tracks

An Insider's view of Caterpillar

What are some social events your company does?

Whether we’re working virtually or in-person, we are always looking for ways to have fun and grow as a team. Team dinners, coffee chats, ax throwing, chess club, and virtual happy hours are just a few of the activities we do to make work more fun and connect with colleagues around the world.

Madison

Recruiter

What kinds of technical challenges do you and your team face?

It’s amazing to be able to work in an architectural framework where we can negotiate between speed to market and a solid application – software that is well-built, well-designed, well-tested. I find this negotiation both challenging and exhilarating.

MacGregor

Lead Software Engineer

How does the company support your career growth?

I’ve been with Caterpillar for 20 years now, and I’ve been lucky to work on teams that have different focuses. I’ve worked on everything from engineering applications to the latest and greatest digital technology applications.

Rakshan

Digital Product Manager

How do you make yourself accessible to the rest of the team?

The team should be comfortable approaching me with any kind of issue — like improving a process, getting rid of unnecessary ceremonies or something else — and know that I will address it. I believe a manager should be the first line of defense against bugs and conflicting priorities, and my team needs to know that I have their back.

Stan

Software Engineering Manager

What projects are you most excited about?

Deep learning algorithms, popularized in the past five years, allow us to scan huge volumes of data from Caterpillar's fleet of connected engines and machines for unusual patterns. We're now able to make sophisticated predictions that wouldn’t have been possible 20 years ago.

Dan

Analytics Director

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