Career Area:
Information Analytics
Job Description:
In our business and in the industries, we serve, data is generated continuously by the 1.4 million connected Cat equipment running around the globe and by thousands of transactions within our value chain. Increasingly, managing data correctly has resulted in greater competitive advantages and as the Data Analytics organization within Cat Digital, we support business decisions by converting a tremendous volume of data into concrete and valuable insights.
We are seeking a confirmed Data Scientist, with experience in AWS, Snowflake and Machine Learning Operation. The ideal candidate will be able to work with a remote leader, prioritize long term development with day-to-day operations, serve internal customers with autonomy, and lead a small team.
By Joining the Aftermarket Analytics team, your contributions will drive the next generation of decision making at Caterpillar. You will have the opportunity to grow your skills in a fast-paced environment!
Job Duties:
Leverage AWS Services, MWAA Airflow, Snowflake, GIT and Azure DevOps CD-CI pipelines to participate on cross-functional projects
Collaborate with internal customers to understand their data, models and system needs and provide solutions through advanced statistical techniques and applied analytics
Provide overall guidance to the technical direction of the project and mentor Junior Information Scientists in the creation, validation, and application of statistical models, as well as in implementing digital solutions
Lead the team to deliver high-quality work on time and with an emphasis on long-term sustainability
Work with a remote leader to ensure alignment with overall company goals and strategy
Keep up to date with industry trends and best practices related to machine learning op, data engineering and related technologies
Basic Qualifications:
Requires a Bachelor's or Master's degree, preferably in Computer Science, Information Technology, Statistics, Mathematics, or a related field, and 5+ years of professional experience utilizing quantitative analysis is required, or a PhD and 2+ years of relevant.
5+ years of experience (or a PhD and 2+ years) in data science with experience using cloud services (AWS preferred), MWAA Airflow, Snowflake, GIT and Python, or similar services.
Experience with Machine Learning Operations
Experience with AWS SageMaker, or similar services
Familiarity with Agile methodologies and SAFe Agile
Top Candidates Will Also Have:
Masters, or PhD degree in Aerospace, Applied Statistics, Business Analytics, Business Intelligence & Analytics, Computer Science, Computer Science + X, Engineering (various), Informatics, Information Systems Management, Mathematics, MBA with Technical Undergrad, Predictive Analytics, Statistics, or equivalent technical degree.
3+ years of experience with AWS SageMaker and applying Python (NumPy, SciPy, Pandas, TensorFlow etc) programming to solve business challenges
Strong technical and problem-solving skills and evidence of continuous learning in the analytics field
Breadth and depth of knowledge in the application of statistical and/or digital methods to solve business problems
Competency in coaching and mentoring Jr. Data Scientists in the creation, validation, and application of statistical models as well as in implementing digital solutions
Experience leading a small team
Experience with cloud technologies (AWS, Azure, Google Cloud, etc)
Experience with automated tests (Regression tests)
Strong initiative to research and apply new methods and digital technologies to exceed customer expectations.
Must have ability to communicate effectively with team members and others in the work group, as well as with customers
Additional Details:
This position has the option to be based out of either our Chicago, IL; Peoria, IL or Dallas, TX offices with a flexible hybrid work environment.
#LI-Hybrid
#BI
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
EEO/AA Employer. All qualified individuals - Including minorities, females, veterans and individuals with disabilities - are encouraged to apply.
There's more to work at Caterpillar than just the work itself. We hire smart, friendly people and it shows in our culture. We hold ourselves to high standards and make sure our values of integrity, excellence, teamwork, commitment and sustainability come to life in the way we work. We make sure our employees feel continuously challenged while also supported. We provide professional growth opportunities, including leadership programs. We celebrate the diversity of our team, while also working together as one Caterpillar.
Our culture, like everything at our company, is made possible by each employee's contribution. Person by person, we create the environment we work in, and we are proud of the Caterpillar we've built.
