Yield Development Engineer

Intel Intel · Semiconductors · Oregon, Hillsboro, United States

Yield Development Engineer at Intel, focusing on identifying root cause yield limiters in semiconductor manufacturing through statistical analysis, data consolidation, and machine learning techniques. The role involves developing methods and systems to analyze diverse data sources, construct yield roadmaps, and drive process changes for yield enhancement. Requires collaboration across functions and development of tools for high-volume data analysis. Primarily involves data analysis and process development in an industrial manufacturing setting.

What you'd actually do

  1. Provides process development direction throughout the whole lifecycle of a technology node by identifying root cause yield limiters.
  2. Performs statistical analysis, develops visualizations and presentations to construct accurate process development roadmaps that drive technology yield milestones.
  3. Develops methods, processes, and systems to consolidate and analyze diverse big data sources, establishing optimal methodologies for defect mode understanding and yield modeling, leading to accurate yield Pareto construction and process roadmap definition.
  4. Organizes, interprets, and structures insights from fab process, defect, and electrical data and detects data anomalies and drives process changes for yield enhancement.
  5. Extracts insights from structured and unstructured data by quickly synthesizing large volumes of data, and applying statistics, machine learning and coding techniques.

Skills

Required

  • statistical analysis
  • data analysis
  • process development
  • yield engineering
  • problem solving

Nice to have

  • Statistical process control (SPC)
  • design of experiments (DOE)
  • JMP
  • SQL
  • clean room experience

What the JD emphasized

  • yield limiters
  • yield modeling
  • yield enhancement
  • yield improvement