Career Area:
Technology, 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.
Who is CAT Digital? What do we do?
Big machines require big thinking. Are you looking for your next big challenge?
Cat® Digital is the digital and technology arm of Caterpillar Inc., leveraging the latest technologies to build industry leading digital solutions for our customers and dealers. With over one million connected assets worldwide, our teams use data, technology, advanced analytics, telematics, and AI capabilities to help our customers build a better world.
Working with a Fortune 100 leader, you can build your career on a global scale and take advantage of development opportunities with emerging technologies. We’ve created an inclusive environment for you to explore your passions, make an impact and do the work that really matters. Join Us.
Job Opportunity:
We are seeking talented individuals to join our team to help us establish and grow our presence, organization, culture, which will drive our digital product development efforts. As a member of our team, you will have the opportunity to work with cutting-edge technologies and collaborate with top professionals working on very high impact and visibility products. Don't miss this chance to join a newly forming presence and support digital innovation for a global leader in heavy machinery!
What will you do?
As a Data Scientist in our Aftermarket Analytics Team within Cat Digital you will develop condition monitoring models to power asset management solutions for customers and dealers. You will use machine learning and statistics-based/physics-based analytics techniques on time-series sensor data, machine fault codes, inspections and analysis records, and other datasets to identify health anomalies, predict equipment failure modes, estimate remaining useful life, and build equipment risk models. You will be as well:
Directing the data gathering, data mining, and data processing in large volume; creating appropriate data models.Exploring, promoting, and implementing semantic data capabilities through Natural Language Processing, text analysis and machine learning techniques.Leading to define requirements and scope of data analyses; presenting and reporting possible business insights to management using data visualization technologies.Evaluating and conducting research on data model optimization and algorithms to improve effectiveness and accuracy on data analyses.This position works directly with Slovakia based engineering leadership and Cat Digital IT in the US.
What you have:
Working knowledge and experience in practical applications of Machine Learning techniques such as Clustering, Logistic Regression, Random Forests, SVM or Neural Networks.Strong understanding of data governance, metadata management, data quality, data modeling, and data architecture concepts.Knowledge of data technology products and components for Big Data and Cloud (AWS, Data Lakes, and similar)Ability to clearly communicate complex technical ideas, regardless of the technical capacity of the audience.Analytical Thinking: Knowledge of techniques and tools that promote effective analysis. Programming Languages: Knowledge of concepts and capabilities of programming in Python. Query and Database Access Tools: Knowledge of data management systems; ability to use, support and access facilities for searching, extracting, and formatting data for further use.What we offer:
At Cat Digital, we are committed to fostering a culture of innovation and continuous learning, and we believe in investing in the development of our employees. As a member of our team, you will have access to a wide range of training and development opportunities, as well as very competitive compensation and benefits packages, like:
Take the chance to apply now for this position at Cat Digital Slovakia branch!
Contract type:
Full-time
Place of work:
Kosice, Slovakia
Additional Information:
Please frequently check the email associated with your application, including the junk/spam folder, as this is the primary correspondence method. If you wish to know the status of your application – please use the candidate log-in on our career website as it will reflect any updates to your status.
Caterpillar is an Equal Opportunity Employer and considers applicants for all positions without regard to race, color, religion or belief, sex, age, national origin, citizenship status, marital status, military/veteran status, genetic information, sexual orientation, gender identity, physical or mental disability or any other characteristic protected by applicable laws.
Caterpillar is committed to creating a dynamic work environment that values diversity and inclusion, respect and integrity, customer focus, and innovation. For more information, visit https://www.caterpillar.com/en/careers/why-caterpillar.html
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Posting Dates:
Caterpillar is an Equal Opportunity Employer. Qualified applicants of any age are encouraged to apply
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