✦ Luna Orbit — AI & Machine Learning

IC Design AI/ML Silicon Debug & Yield Engineer

at Broadcom

📍 2 Locations Unknown 💰 $108K – $192K USD / year Posted March 13, 2026
Apply Now → ← Browse All Jobs

Position Details

Salary $108K – $192K USD / year
Type Full-Time
Experience mid
Exp. Years 6+ years
Education Not specified
Category AI & Machine Learning

About this role

This role involves leveraging AI/ML techniques to improve silicon yield, perform advanced silicon debug, and analyze manufacturing data for process optimization in semiconductor manufacturing.

Key Responsibilities

  • Develop AI/ML models for defect classification
  • Analyze yield data
  • Collaborate across teams
  • Implement defect binning
  • Optimize manufacturing processes

Technical Overview

The position requires deep ASIC design knowledge, expertise in AI/ML applications, big data processing, and physical effects modeling, utilizing industry-standard tools and methodologies.

Ideal Candidate

The ideal candidate is a senior ASIC engineer with over 6 years of experience in silicon debug, DFT, and yield engineering, with expertise in AI/ML applications, proficient in Python and SQL, and familiar with industry yield management tools and physical effects in FinFET technology.

Must-Have Skills

Deep understanding of ASIC design6+ years in Silicon DebugDFTor Yield EngineeringExperience with AI/ML modelsProficiency in PythonSQLExperience with industry yield management systems

Nice-to-Have Skills

Experience with FinFET effectsKnowledge of IR dropcrosstalkprocess variationExperience with defect binningBig data environments (SparkSnowflake)

Tools & Platforms

PythonSQLSparkSnowflakeYield Management SystemsEDA tools

Required Skills

ASIC DesignMachine LearningAI/MLSilicon DebugYield EngineeringPythonSQLBig DataPattern RecognitionClusteringRegressionFinFETIR DropCrosstalkProcess VariationEDA toolsYield Management Systems

Hard Skills

ASIC DesignMachine LearningAI/MLSilicon DebugYield EngineeringPythonSQLBig DataPattern RecognitionClusteringRegression ModelsFinFETIR DropCrosstalkProcess VariationEDA toolsYield Management Systems

Soft Skills

cross-functional collaborationproblem-solvinganalytical thinkingleadershipcommunication

Industry & Role

Industry Semiconductor/Hardware
Job Function AI/ML-driven silicon debug and yield analysis

Keywords for Your Resume

Silicon DebugDFTYield EngineeringAI/MLMachine LearningPattern RecognitionClusteringRegressionPythonSQLBig DataFinFETIR DropCrosstalkProcess VariationEDA toolsYield Management SystemsASIC designYield engineeringPattern recognitionRegression models

Deal Breakers

Less than 6 years experience in Silicon Debug or Yield Engineering, Lack of AI/ML experience, No proficiency in Python or SQL

Apply for this Position →

Get matched to jobs like this

Luna finds roles that fit your skills and career goals — no endless scrolling required.

Create a Free Profile