About this role

This role involves leading AI development for semiconductor manufacturing, focusing on agentic workflows, digital engineering, and predictive analytics to improve process efficiency and innovation.

Key Responsibilities

Own AI roadmap and solutions
Build AI workflows for anomaly detection
Partner with engineering teams
Support digital transformation
Develop AI-assisted modeling

Technical Overview

The technical environment includes AI frameworks, telemetry systems, metrology tools, and collaboration with engineering teams to develop AI-driven solutions for source health analytics and digital transformation.

Ideal Candidate

The ideal candidate is a research scientist or software engineer with experience in AI, agentic workflows, and digital engineering within the semiconductor industry. They should have a strong background in developing AI solutions for complex engineering problems and collaborating with multidisciplinary teams.

Must-Have Skills

AI roadmap developmentAI solutions developmentagentic workflowspartnering with engineering teamsdigital transformation

Nice-to-Have Skills

agentic AItool-using LLM workflowsmulti-agent systemsRAGvector-backed knowledge systemstime-series forecastinganomaly detection

Tools & Platforms

Metrology toolsTelemetry systemsAI frameworks

Required Skills

AIArtificial Intelligenceagentic AIlarge language modelsLLMmulti-agent systemsRAGvector-backed knowledge systemstime-series forecastinganomaly detectionpredictive analyticsengineering telemetrymetrologydigital engineeringdigital threadMBSE

Hard Skills

AIArtificial Intelligenceagentic AIlarge language modelsLLMmulti-agent systemsRAGvector-backed knowledge systemstime-series forecastinganomaly detectionpredictive analyticsengineering telemetrymetrologydigital engineeringdigital threadModel-Based Systems Engineering (MBSE)

Soft Skills

collaborationproblem-solvingstrategic thinkingprioritizationcommunication

Industry & Role

Industry Semiconductor Manufacturing

Job Function Developing and implementing AI solutions for semiconductor manufacturing processes

Role Subtype AI & Machine Learning

Tech Domains Artificial Intelligence, Machine Learning

Keywords for Your Resume

AIArtificial Intelligenceagentic AIlarge language modelsLLMmulti-agent systemsRAGvector-backed knowledge systemstime-series forecastinganomaly detectionpredictive analyticsengineering telemetrymetrologydigital engineeringdigital threadModel-Based Systems Engineeringtelemetry

Deal Breakers

Lack of experience with AI or digital engineering, No background in semiconductor industry, No collaboration experience, Unfamiliarity with agentic AI or LLM workflows

AI Engineering Architect - Agentic AI & Digital Engineering

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