Data Scientist

Caterpillar Caterpillar · Industrial · Bangalore, Karnataka

The Data Scientist role at Caterpillar focuses on performing analytical tasks and initiatives on large datasets to support data-driven business decisions. Responsibilities include data gathering, mining, processing, and model creation, exploring semantic data capabilities using NLP, text analysis, and machine learning, defining data analysis requirements, presenting insights using visualization, and researching data model optimization and algorithms.

What you'd actually do

  1. Directing the data gathering, data mining, and data processing processes in huge volume; creating appropriate data models.
  2. Exploring, promoting, and implementing semantic data capabilities through Natural Language Processing, text analysis and machine learning techniques.
  3. Leading to define requirements and scope of data analyses; presenting and reporting possible business insights to management using data visualization technologies.
  4. Conducting research on data model optimization and algorithms to improve effectiveness and accuracy on data analyses.

Skills

Required

  • Business Statistics
  • Accuracy and Attention to Detail
  • Analytical Thinking
  • Machine Learning
  • Programming Languages
  • Query and Database Access Tools
  • Requirements Analysis

Other signals

  • data gathering
  • data mining
  • data processing
  • data models
  • semantic data capabilities
  • Natural Language Processing
  • text analysis
  • machine learning techniques
  • data analyses
  • data visualization
  • data model optimization
  • algorithms