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Product Analytics Data Scientist

Company: Caterpillar
Location: Champaign
Posted on: May 6, 2020

Job Description:

Description

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 unexpectedly 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 and deliver analytics models

to support product development for the enterprise as well as condition

monitoring for customers. As a data

scientist, you will use machine learning and other analysis techniques to integrate

time-series machine sensor data and physics-based simulation models to improve

design validation and on-board condition monitoring for machines operating in

every corner of the globe.

Typical

problems include but are not limited to: creating reduced order or surrogate

models of physics-based simulations to enable design exploration and

uncertainty quantification; fusion of telematics data and simulation models to

develop digital twins; statistical modeling for calibration and validation; sensitivity

analysis and optimization.

Qualifications

Basic Qualifications



  • MS degree in Engineering (Mechanical, Electrical,

    Civil, Aerospace)
  • 1 year of significant project experience with Python
  • 1 year of experience applying machine learning

    including deep learning methods

    Top Candidates Will Also Have



    • PhD degree in Engineering (Mechanical, Electrical, Civil,

      Aerospace)
    • Experience in physics-based

      simulation or validation of off-road machinery
    • Experience with uncertainty

      quantification, statistical modeling, and optimization
    • Understanding of complex

      electro-mechanical systems (engines, drivetrain, hydraulics, controls, structures,

      etc.)
    • Experience using machine sensor

      telematics data to solve product problems
    • 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.

      Caterpillar is not currently hiring individuals for this position who now or in the future require sponsorship for employment visa status; however, 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.

Keywords: Caterpillar, Champaign , Product Analytics Data Scientist, Other , Champaign, Illinois

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