Principal Data Scientist

Caterpillar Inc.

$147,760.00 - $240,110.00; not specified; subject ...
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Architecting and implementing ai-driven search quality framework
Designing and deploying ml/dl models for search
Developing automated evaluation pipelines
** Caterpillar Inc. is seeking a Principal Data Scientist to develop an advanced AI-driven search quality framework for their eCommerce initiatives. The ideal candidate will possess extensive experience in machine learning, data analysis, and programming, particularly in Python, and will play a pivotal role in enhancing search capabilities to improve user experience. **

Job Summary

  • The principal data scientist is responsible for architecting and implementing an advanced, AI-driven search quality framework that rigorously validates whether search enhancements deliver the intended outcomes.
  • Key responsibilities involve developing automated evaluation pipelines using statistical analysis, A/B testing, and custom metrics to measure the impact of new algorithms on user experience and business goals.
  • Working with a Fortune 100 leader, you can build your career on a global scale and take advantage of development opportunities with emerging technologies.

Matching Summary

Match Score: 75

** Caterpillar Inc. is seeking a Principal Data Scientist to develop an advanced AI-driven search quality framework for their eCommerce initiatives. The ideal candidate will possess extensive experience in machine learning, data analysis, and programming, particularly in Python, and will play a pivotal role in enhancing search capabilities to improve user experience. **

Salary

$147,760.00 - $240,110.00; Not specified; Subject to plan eligibility, terms, and guidelines

Skills & Requirements

Must-have

  • architecting and implementing AI-driven search quality framework
  • designing and deploying ML/DL models for search
  • developing automated evaluation pipelines
  • building search capabilities with measurable KPIs
  • leveraging AI/ML/LLM models for user intent
  • deploying Search related ML models in industrial applications
  • fine-tuning and prompt engineering for LLMs

Nice-to-have

  • strong initiative and interpersonal skills
  • ability to communicate effectively
  • familiarity with A/B testing frameworks
  • practical applications of onboard architecture
  • working experience with heavy equipment engineering

Key Requirements

  • 8+ years of advanced data analysis and machine learning experience
  • Extensive experience applying Python programming
  • Working knowledge of requirement analysis tools and techniques
  • Bachelors, Masters, or PhD degree in a technical field or equivalent experience
  • Working knowledge with cloud technologies (AWS, Azure, Google Cloud)
  • Advanced experience with version control / repositories such as GitHub
  • Must demonstrate strong initiative, interpersonal skills, and communication ability

Work Rights

Not specified

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