This job posting is no longer active.
Location: Chicago, IL, United States
Date Posted: Nov 4, 2020
The Cat® Digital group is the digital and technology arm of Caterpillar Inc., responsible for bringing world class capabilities to our products and services. With almost one million connected assets worldwide, we're focused on using IoT and other data, advanced analytics, and ML/AI capabilities to help our customers build a better world. To accomplish this, we’re deploying analytics that generate insights, recommend optimized decisions, and improve products by intelligently integrating massive quantities of telematics information, transactional records, images, unstructured documents, and other data sources.
Cat Digital’s IoT Analytics team is looking for a talented and motivated Senior Data Scientist to develop and deliver ML/AI- and physics-based analytics models to support equipment condition monitoring for customers and dealers, as well as to improve product development for the enterprise. As a Senior Data Scientist, you will use machine learning, deep learning, neural networks, and other analytics techniques on time-series machine sensor data and other datasets to better understand data patterns, identify device health anomalies, predict equipment failure modes, etc.
The Senior Data Scientist will prototype, develop, iterate, test, and deploy models to production, resolving problems independently to meet project deadlines. A fast learner with excellent communication skills, the incumbent effectively collaborates with diverse teams (including other data scientists, product design/simulation experts, platform/application developers, condition monitoring analysts) to develop analytics algorithms on complex IoT systems that serve strategic objectives.
Example projects include:
TOP CANDIDATE WILL ALSO HAVE:
ADDITIONAL DESIRED QUALIFICATIONS: