Workforce Insights Specialist - Data Science

Caterpillar Caterpillar · Industrial · Irving, TX +2

This role focuses on leveraging AI and machine learning techniques to develop predictive data models and analyze business activities for workforce insights within Caterpillar. The specialist will acquire and process data, frame opportunities, conduct analyses, and communicate trends to support data-driven decision-making.

What you'd actually do

  1. Possess knowledge of business concepts, tools, and processes that are needed for making sound decisions in the context of the company's business; ability to apply this knowledge appropriately to various situations.
  2. Oversee the acquisition and consumption of data from structured and unstructured sources, while ensuring quality and comprehensiveness of data for use in analyzing business activities, detecting patterns, and communicating trends.
  3. Demonstrate an ability to utilize various methods and techniques, including AI, to frame opportunities and conduct analyses that result in productive decisions.
  4. Develop predictive data models, quantitative analyses, and implement semantic data capabilities utilizing machine learning techniques.
  5. Lead data exploration and analytics projects and provide on-going coaching regarding visualizations, data mining, and analytic techniques.

Skills

Required

  • Business Statistics
  • Accuracy and Attention to Detail
  • Analytical Thinking
  • Machine Learning & Artificial Intelligence
  • Programming Languages

Nice to have

  • Snowflake
  • AWS
  • R
  • Python
  • Power BI
  • Tableau
  • consultative skills
  • initiative
  • communication skills
  • tell compelling stories with data
  • utilize AI responsibly

What the JD emphasized

  • Develop predictive data models
  • machine learning techniques
  • AI

Other signals

  • Develop predictive data models
  • utilizing machine learning techniques
  • AI, to frame opportunities and conduct analyses
  • predictive data models
  • machine learning techniques