Data Scientist – Analytics

Job title: Data Scientist – Analytics

Company: Caterpillar

Job description: Description

Career Area: Information Analytics

Job Description:

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 over 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.

The Cloud Analytics Engineering team within Advanced IoT Analytics is seeking a talented & motivated data scientist to uncover insights from the torrent of data that is coming from our connected assets. These insights will be used to drive customer services growth, engineering excellence, and organizational efficiency. The data scientist will utilize machine learning techniques, time series analytics, and other advanced analytic techniques to derive insights from our over one million connected assets.

Example projects include:

  • Uncovering hidden insights in telematics data from a fleet of colossal mining trucks
  • Building powerful analytics automation pipelines to power aftermarket growth for construction equipment
  • Developing advanced APIs to study service opportunity for a fleet of generators
  • Improving data quality for telemetry data (time series, aggregate data, etc)

BASIC QUALIFICATIONS:

  • Applicants must have completed a BS undergraduate, or MBA, MS or PhD degree in Applied Statistics, Business Analytics, Business Intelligence & Analytics, Engineering (various), Computer Science, Computer Science + X, Informatics, Information Systems Management, Marketing Analytics, Mathematics, MBA with Technical Undergrad, Predictive Analytics, Statistics, or equivalent.

TOP CANDIDATE WILL ALSO HAVE:

  • AWS Cloud Practitioner certification (or other advanced AWS certification)
  • Experience with python (NumPy, SciPy, pandas, etc) programming
  • Experience analyzing time series data files in HDF, netCDF, Parquet, Avro, or other big data file formats
  • Experience with AWS boto3, S3, EC2, SQS, Fargate, etc
  • Experience in machine, engine, transmission, automotive, or aerospace equipment
  • Experience with software development tools like GIT, SVN, AZDO, Clearcase, etc
  • Experience working with CAN / ethernet data acquisition systems (ex. Vector CANape, Kvaser, INCA, etc)
  • Good communication, interpersonal and collaboration skills
  • Demonstrated excellence in online computer coding challenges with Kaggle, TopCoder, Hacker Rank, etc
  • Strong technical, analytical, and problem-solving skills

Visa sponsorship available for eligible applicants.

EEO/AA Employer. All qualified individuals – Including minorities, females, veterans and individuals with disabilities – are encouraged to apply.

Not ready to apply? Submit your information to our Talent Network .

Expected salary:

Location: Champaign, IL

Job date: Thu, 06 May 2021 07:08:57 GMT


More info

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