Ic Design Ai/ml Silicon Debug & Yield Engineer

Broadcom

Multiple Locations
Base: $108,000 - $192,000; bonus/equity: discretio...
Ai-driven silicon debug
Asic design engineering expertise
Python for data analysis
You will build AI/ML engines to analyze massive scan failure data and drive yield improvements

Job Summary

  • You will build AI/ML engines to analyze massive scan failure data and drive yield improvements.
  • The role involves predictive yield modeling and holistic yield analysis beyond basic bitcell issues.
  • Broadcom offers competitive salary, bonus, equity, and comprehensive benefits including medical and 401(K) matching.

Matching Summary

You will build AI/ML engines to analyze massive scan failure data and drive yield improvements.

Salary

Base: $108,000 - $192,000; Bonus/Equity: Discretionary annual bonus and equity awards; Benefits: Medical, dental, vision, 401(K) matching, ESPP, paid leave

Skills & Requirements

Must-have

  • AI-driven silicon debug
  • ASIC design engineering expertise
  • Python for data analysis
  • Yield modeling and prediction
  • Silicon debug and DFT experience
  • Big data environments knowledge

Nice-to-have

  • Cross-functional leadership
  • EDA tool orchestration
  • Semiconductor manufacturing process understanding
  • Data science and machine learning proficiency

Key Requirements

  • Bachelor's degree plus 8+ years experience or Master's plus 6+ years
  • 3+ years in Silicon Debug, DFT, or Yield Engineering
  • Knowledge of Deep Sub-micron (FinFET) effects
  • Experience with pattern recognition and regression models
  • Proficiency in Python, SQL, Spark, Snowflake
  • Familiarity with yield management systems

Work Rights

Not specified

Tailored Resume

Cover Letter