Data Scientist (AI)

TL;DR

Data Scientist (AI): Developing predictive yield models and agentic AI systems for semiconductor manufacturing with an accent on multi-agent orchestration, RAG pipelines, and computer vision. Focus on architecting scalable AI solutions to drive yield improvements and optimize manufacturing data analytics.

Location: On-site in Phoenix, Arizona, USA

Salary: $190,650–$269,150 USD

Company

A global leader in semiconductor manufacturing and technology innovation, powering the AI era through cutting-edge silicon and advanced packaging solutions.

What you will do

• Develop proof-of-concepts for predictive yield models using AI/ML and computer vision.
• Architect and deploy AI agents for manufacturing data analytics, including orchestration and multi-agent coordination.
• Build and maintain RAG pipelines and integrate them with vector databases.
• Collaborate with yield analysts to translate manufacturing challenges into scalable system requirements.
• Develop end-to-end system pipelines including data parsing, ETL, and UI frameworks for visualization.

Requirements

• Must be based in Phoenix, Arizona, for on-site work.
• Bachelor's degree with 6+ years, Master's with 5+ years, or PhD with 3+ years of relevant experience in Engineering, CS, or Data Science.
• 2+ years of experience with LLMs, autonomous AI systems, multi-agent frameworks (LangChain, LangGraph), and RAG development.
• 2+ years of experience applying AI/ML, deep learning, or computer vision (PyTorch, TensorFlow, OpenCV) to high-volume data.
• 2+ years of Python programming experience for system pipelines, ETL, and UI development (Streamlit, Flask, FastAPI).

Culture & Benefits

• Competitive total compensation package including base pay and stock bonuses.
• Comprehensive health and retirement benefit programs.
• Opportunities to work on state-of-the-art semiconductor manufacturing technology.
• Collaborative environment focused on continuous yield improvement and innovation.