Career Area:Business Technologies, 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. We don't just talk about progress and innovation here – we make it happen, with our customers, where we work and live. Together, we are building a better world, so we can all enjoy living in it.What does it mean to live the Caterpillar Experience?It means you play a part in building a better world. You contribute to a winning culture—a spirit of accountability—that has driven change on every continent for more than 90 years. To work with us is a commitment to improve sustainability, invent for the digital age and innovate in order to bring solutions to millions of people. Sure, you work for Caterpillar. But more importantly, you work for the good of your career, your family, your community, and your world.Job SummaryThis position will be responsible for building scalable, high performance infrastructure and data driven predictive analytics applications using automation, artificial intelligence (AI) and machine learning (ML) models to provide actionable recommendations and insights. The position will be part of Caterpillar’s fast-moving Global Parts Pricing team. This position will tackle challenges and problems that are critical to realizing significant business outcomes. Data engineers work with data scientists, business analysts, and others as part of a team that assembles large, complex data sets, automates processes and pipelines, and develops models that provide competitive advantage.What You Will Do:
Build infrastructure required for optimal extraction, transformation, and loading of data from a wide variety of data sources
Identify, design, and implement internal process improvements: automating manual processes, optimizing data delivery, re-designing infrastructure for greater scalability
Perform debugging, troubleshooting, modifications and testing of integration solutions
Operationalize the developed jobs, processes and models.
Create databases and infrastructure to process data at scale
Create solutions and methods to monitor systems and solutions
Automate code testing and pipelines
Design, develop, and maintain performant and scalable AI and ML models
Engage with business partners to participate in design and development of data integration/transformation solutions per functional requirements.
Engage and actively seek industry perspectives through, continuous learning, peer groups, etc.
What You Have:
BS in Computer Science, Computer Engineering, Data Engineering, Data Science, or related field.
Strong development experience with modern development languages and frameworks, preferably Python, PySpark, etc.
Understanding of data structures, algorithms, profiling & optimization.
Understanding of SQL, ETL design, and data modeling techniques
Experience with version control and devops practices, like continuous integration and continuous delivery (CI/CD)
Experience building and deploying machine learning models, using popular libraries like Scikit-learn, TensorFlow, Keras, caret, or similar
Great verbal and written communication skills to collaborate cross functionally and enhance scalability.
Desired Skills:
MS in Computer Science, Computer Engineering, Data Science, or related fields.
Experience with cloud platforms, preferably AWS
Experience building recommendation engines
Advanced level of experience in programming, data structures and algorithms.
Advanced experience in AI, ie. Machine Learning, NLP, Neural Networks in AWS.
Working knowledge of Agile Software development methodology.
Recognizes opportunities for machine learning and evangelizes them to make business improvements.
What You Will Get:Our goal at Caterpillar is for you to have a rewarding career. Our teams are critical to the success of our customers, who build a better world.Here, you earn more than just an hourly wage. Because we value your performance, we offer a total rewards package that provides day-one benefits (medical, dental, vision, RX, and 401K) along with the potential of an annual bonus.Additional benefits include paid vacation days and holidays (prorated based on the hire date).Additional Info :
The primary locations for this position are Peoria IL or Dallas TX
This position may require 10% travel.
Sponsorship is not available including OPT, H4-EAD. Must be US Citizen or Green Card holder.
About Caterpillar -Caterpillar Inc. is the world’s leading construction and mining equipment manufacturer of 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 to contributing to a reduced-carbon future. Our innovative products and services, backed by our global dealer network, provide exceptional value that helps customers succeed.Relocation is available for this position.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. 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.Posting Dates:August 19, 2024 - August 28, 2024Any 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.Not ready to apply? Join our Talent Community (http://flows.beamery.com/caterpillarinc/talcom) .
