Analyst/Developer 2

Job Location

Peoria, IL

Work from Home

Optional

Type of Job

Digital

Published Date

1 May 2021, 10:00:00 pm

About the Job

Develop condition monitoring models for Caterpillar engines and machines, and support production deployment. Open to candidate sitting in Champaign, IL or Peoria, IL.

Responsibilities

  • Collect and negotiate requirements for condition monitoring models.

  • Access, analyze, cleanse, preprocess data.

  • Explore and downselect modeling approaches.

  • Develop, backtest and validate models.

  • Compute model performance metrics.

  • Participate in daily standups and sprint reveals in Scrum/Agile environment.

Requirements

  • Bachelor's Degree (Data Science, Analytics, Computer Science, Engineering or related field)

  • 2-4 years experience Candidates with a relevant Master's degree and less experience will also be considered.

  • Python (numpy/pandas/matplotlib/sklearn)

  • Version control (git)

  • SQL and database APIs (cx_oracle, pymysql, sqlalchemy)

  • Cloud deployment experience (AWS, containerization) and familiarity with AWS services (SageMaker)

  • Experience working in an Agile/Scrum environment.

  • Excellent communication skills

  • Critical thinking Independent problem resolution

  • Ability to work in a team and collaborate with others