AI Frontline Engineer for Semiconductor Fab

TSMC - Taiwan Semiconductor Manufacturing Company Limited; Arizona; On-site; USD 120,000 - 170,000; Full time

Benefits offered by this job

Medical/Dental/Vision plans

Income protection programs

401(k) retirement plan

Paid time off and holidays

Job summary

TSMC Arizona seeks an AI Forward Deployed Engineer to join our team and bridge AI innovation with semiconductor manufacturing. You will embed with engineering and business units to solve domain challenges using state-of-the-art AI tools and rapid prototyping.

You will design PoCs, leverage generative AI platforms, and collaborate with IT/MLOps to transition prototypes into scalable systems while maintaining clear documentation for future productization.

Qualifications

• Bachelor's degree in Computer Science, MIS, IS, Data Science or related field or minimum 3 years' experience in software development and systems integration.
• Solid understanding of software engineering fundamentals and agile development methodologies.
• Strong programming skills and familiarity with web/app prototyping frameworks (Streamlit, Gradio, FastAPI, Node.js).
• Hands-on experience with Generative AI tools and APIs (OpenAI, Anthropic) and orchestration frameworks (LangChain, LlamaIndex, Auto-GPT).
• Familiarity with SQL/NoSQL databases and vector databases (Pinecone, Milvus, Chroma).

Responsibilities

• Collaborate with engineering, manufacturing, and business units to understand daily operations and workflow bottlenecks.
• Design and build functional AI prototypes and PoCs using Generative AI, LLMs, RAG, and AI agents.
• Leverage low-code/no-code platforms, APIs, and rapid-application frameworks to validate solutions with end-users.
• Conduct agile testing and evaluate prototypes for feasibility, accuracy, and business value.
• Partner with IT and MLOps to productionize prototypes into enterprise systems.
• Research and adopt emerging AI tools and open-source libraries to accelerate prototyping speed.
• Maintain detailed technical documentation and user guides for validated prototypes.

Skills

Software engineering fundamentals

Generative AI

AI prototyping

GenAI APIs

Web/app prototyping

Education

Bachelor's degree in CS or related field

Tools

Streamlit

Gradio

FastAPI

Node.js

OpenAI/Anthropic APIs

LangChain/LlamaIndex/Auto-GPT

SQL/NoSQL

Pinecone/Milvus/Chroma

Job description

TSMC Arizona seeks an AI Forward Deployed Engineer to join our team and bridge AI innovation with semiconductor manufacturing. You will embed with engineering and business units to solve domain challenges using state-of-the-art AI tools and rapid prototyping.

You will design PoCs, leverage generative AI platforms, and collaborate with IT/MLOps to transition prototypes into scalable systems while maintaining clear documentation for future productization.