Senior AI Architect: Semiconductor Yield & Process Control

Skyworks Solutions, Inc; Richardson (TX); On-site; USD 87,000 - 183,000; Full time

Benefits offered by this job

Healthcare benefits

401(k) plan with company match

Employee stock purchase plan

Paid time off

Job summary

Skyworks Solutions, Inc. in Richardson, TX is seeking a Senior AI Architect to design and deploy AI-driven systems that improve wafer yield and enable root-cause analysis across semiconductor fabrication processes.

You will bridge advanced data analytics with semiconductor domain knowledge, leading cross-functional teams including Yield, Process, Equipment, Manufacturing, and IT to deliver production-grade software applications.

Qualifications

• Bachelor's degree in a related field or equivalent experience.
• 5+ years in semiconductor manufacturing, process engineering, or fab data systems.
• Master's/PhD may adjust experience requirements.
• Expertise in statistical correlation methods applied to manufacturing data.
• Strong software engineering skills (Python, SQL, Spark/PySpark, Git) with production-quality code.
• Demonstrated experience with AI architectures.
• Deep understanding of ML techniques and time-series analysis.
• Familiarity with yield management concepts.

Responsibilities

• Architect and implement AI/Data solutions for automated root cause analysis of yield excursions and process drift.
• Design statistical correlation engines linking process parameters, metrology data, and electrical test results across fabrication steps.
• Build and maintain AI/ML solutions for anomaly detection and process control enhancement; integrate with manufacturing systems.
• Lead cross functional teams of Yield, Process, Equipment, Manufacturing, and IT to deploy production software.
• Define and help manage site data architecture strategies for optimal impact.

Skills

Python

SQL

Spark/PySpark

Git

AI architectures

ML techniques

Time-series analysis

Causal inference

Statistical methods

Education

BS / MS / PhD in Electrical Engineering, Materials Science, Computer Science, or related field - or equivalent industry experience

Tools

MES/EMS systems

SECS/GEM

Data platforms

LLM frameworks

Job description

Skyworks Solutions, Inc. in Richardson, TX is seeking a Senior AI Architect to design and deploy AI-driven systems that improve wafer yield and enable root-cause analysis across semiconductor fabrication processes.

You will bridge advanced data analytics with semiconductor domain knowledge, leading cross-functional teams including Yield, Process, Equipment, Manufacturing, and IT to deliver production-grade software applications.