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Product Analytics Sr Data Scientist

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Location: Champaign, IL, United States
Date Posted: Nov 4, 2020

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Job Description

Description

Product Analytics Sr. Data Scientist

Caterpillar is the world's leading manufacturer of construction and mining equipment, diesel and natural gas engines, industrial gas turbines and diesel-electric locomotives. Our products have evolved from simple mechanical workhorses to sophisticated, electronically controlled work-site solutions. This transformation, along with our smart factories and our integrated dealer network, has provided a wealth of Big Data that is mined and analyzed across various segments such as product development, manufacturing, supply chain, marketing, sales and customer support.


Cat Digital is leading Caterpillar and our industry with the utilization of data, analytics, innovation, digital channels and techniques to drive profit, create more efficient revenue growth, unlock new revenue streams, and provide more durable competitive advantages for the business through great experiences for our customers. Come join a world class organization and play a key role in Caterpillar’s digital transformation!


Cat Digital’s Analytics team is looking for a talented and motivated Data Scientist to develop computer vision methods to support product development and product support applications.  As a computer vision data scientist, you will use image processing, machine learning and artificial intelligence techniques to deliver computer vision solutions for autonomy and aftermarket solutions.



Qualifications

Basic Qualifications 

  • MS degree in Data Science or Engineering (Mechanical, Electrical, Agricultural, Aerospace, or related fields) with emphasis in machine learning and computer vision
  • 2 years of project experience with Python and core data science libraries, including pandas, NumPy, SciPy, and scikit-learn
  • 1 year of project experience applying machine learning for computer vision including deep learning methods


Top Candidates Will Also Have

  • PhD degree in Data Science or Engineering (Mechanical, Electrical, Agricultural, Aerospace, or related fields) with emphasis in data science and computer vision
  • Experience in computer vision techniques using OpenCV, ROS (Robot Operating System), and PCL (point cloud library)
  • Proficiency in software development with C++
  • Understanding of complex electro-mechanical systems (engines, drivetrain, hydraulics, controls, structures, etc.)
  • Good understanding and, preferably, development experience within the Agile process
  • Practical knowledge of Cloud computing and software development for cloud environments
  • Strong technical and problem-solving skills
  • Self-initiative
  • Works well in team environment 

Caterpillar is proud of the role we play in building the world's infrastructure. The work we do drives progress for millions of people around the globe.

All qualified individuals – including minorities, females, veterans and individuals with disabilities – are encouraged to apply.  



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Job Info

Nov 4, 2020

2000026P

United States