Caterpillar
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Lead Data Scientist (Remote) at Caterpillar

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Career Area:
Information Analytics
Job Description:
With Caterpillar's growing focus on aftermarket services, the reporting of key metrics for our dealers is playing an increasing role in meeting our aftermarket services goals, and in the design of high-quality products. The selected candidate for this position will be a key team member accountable for the design, development, implementation, and support of the algorithms and data source for the CVA AAA (Automated Accuracy Algorithm) reporting for our dealers. The ideal candidate for this position will be an innovative data developer with a global perspective of information technologies capable of designing and owning the entire data flow, while focusing on data quality and applying business rules.
Job Responsibilities
This position will be responsible for gathering data from multiple sources, maintaining and developing new business rules to apply, and storing that data in Caterpillar's AAA safe source. They will work closely with the appropriate business owners (Global Service CVA Operations), District Office Representatives, Industry Partners (CI, RI, E&T) and dealers across the enterprise to gather requirements and implement those to create the AAA safe source. Responsibilities will also include feeding requirements to BI developers to deliver visualizations based on that safe source. The successful candidate will have the ability to conduct workshops to gather requirements in addition to designing the solution. Knowledge of Caterpillar's Work Order domain as well as an understanding of CVAs would be beneficial.
Basic Qualifications:
Bachelor's degree in Information Technology, Management Information Systems, Computer Science, or related field or 5+ years of software development experience
Minimum of 2 years of experience as an application developer with ETL experience required
Top Candidate Will Have:
  • Experience with Agile framework for project management methodologies and understanding of data visualization tools such as Tableau
  • Identify and merge data sources to provide a safe source for reporting
  • Demonstrated proficiency in SQL and Snowflake to extract, transform, and load (ETL) data.
  • Create user-friendly tools to enable data-driven decisions by leadership
  • Experience with solution integration or solution architecture practices, IT operations, & data governance
  • Experience with Data mapping, integration, and transformation to a data warehouse
  • Coordinate with internal stakeholders to deploy data science models into production and monitor their performance
  • Perform data related tasks which could include data analysis, data quality, user access management, and troubleshooting of data issues
  • Programming experience in Python, R, or SAS
  • Experience in data modelling principles/methods including conceptual, logical, and physical data models.
  • Familiarity with DevOps systems, such as GitLab
  • Experience building different types of advanced analytic solutions
  • Support the building of tools to automate data collection and model multidimensional datasets
  • Ability to clearly communicate vision and complex technical ideas, data science initiatives and insights to all levels of users within the organization
  • Ability to effectively and tactfully communicate orally and in writing
  • Ability to work with a global and remote team

Top Candidates Will Also Have:
  • A strong understanding of relational databases and SQL
  • Experience utilizing application programming interfaces for application integration such as SOAP
  • Basic knowledge of cloud-based development processes (Amazon Web Services, Azure, etc.)
  • Ability to learn new technologies quickly and apply to real world situations
  • Excellent planning and organization skills
  • Strong analytical skills with ability to identify multiple approaches to problem solving and recommend the best solution
  • Ability to simultaneously work on multiple projects of different sizes
  • Ability to work collaboratively in a complex, rapidly changing, and culturally diverse environment.
  • Experience supporting IT-related business processes, security processes, etc.
  • Strong Business Acumen
  • Ability to interact with multiple levels within the organization
  • Ability the formulate and implement strategic vision
  • Relationships with or ability to cultivate relationships with Digital stewards of data inputs / dependencies
  • Relationships with or ability to cultivate relationships with Service Excellence in Global Service

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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
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
Commuter Benefits
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
Paid industry certifications

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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