Senior Analytics Manager - AI Model & Prompt Engineering

Caterpillar Caterpillar · Industrial · Irving, TX

Senior Analytics Manager role focused on leading a team to build advanced generative AI solutions, including intelligent agents and digital assistants, for enterprise-scale products. The role involves technical leadership, resource management, and ensuring the quality and robustness of AI-driven experiences for customers and dealers.

What you'd actually do

  1. Providing strong technical support and clear direction to ensure the team is aligned with company goals and capable of delivering advanced AI projects.
  2. Managing resources efficiently to ensure projects are completed on schedule and to a high standard.
  3. Overseeing the performance of both individual team members and the team as a whole, fostering a culture of learning by identifying and addressing training and development needs.
  4. Establishing and supervising the implementation of engineering best practices to maintain consistency and excellence in development processes.
  5. Taking ownership of the quality of engineering products, making sure all solutions are robust, reliable, and meet high standards.

Skills

Required

  • Software Development
  • Software Integration Engineering
  • Software Quality Assurance and Testing
  • Organizational Leadership
  • project management concepts
  • agentic orchestration frameworks
  • AI evaluation
  • model selection
  • benchmarking
  • optimization
  • GenAI system design
  • prompt engineering patterns
  • agentic system concepts
  • vector databases concepts
  • RAG patterns
  • fine-tuning approaches
  • GenAI model types
  • AI products evaluation
  • performance measurement
  • evaluation methodologies
  • GenAI-specific metrics
  • A/B testing
  • human-in-the-loop validation

Nice to have

  • MCP and A2A protocols

What the JD emphasized

  • leading AI and software teams
  • delivering GenAI solutions
  • enterprise-scale products
  • delivering complex cross-functional digital projects
  • delivering software solutions at scale

Other signals

  • leading and coordinating a team dedicated to building advanced generative AI solutions
  • shape the development of cutting-edge products that redefine how customers and dealers interact with technology through AI-driven experiences
  • Demonstrated track record of delivering GenAI solutions and enterprise-scale products