Software Engineering Internship — LLM Agent-based Constraint Debug for Simulation

Job Title

Software Engineering Internship — LLM Agent-based Constraint Debug for Simulation

Role Summary

This is an engineering internship to prototype and evaluate LLM-driven agent tooling for constraint debugging in simulation environments. The intern will work with a technical engineering team in Hsinchu to implement integrations, run experiments, and produce reproducible results.

The role emphasizes hands-on software development, instrumentation of simulation/debug flows, and analysis of agent-driven debugging outcomes.

Experience Level

Entry-level / Internship. Suitable for current students or recent graduates; no specific years of prior experience specified.

Responsibilities

Typical responsibilities for this internship role include:

• Develop and prototype LLM-agent workflows that interact with simulation and debugging tools.
• Integrate software components and APIs between language models and simulation infrastructure.
• Write clear, maintainable code and automated tests for prototypes.
• Run experiments, collect metrics, and document results for engineering review.
• Collaborate with engineers and researchers to iterate on designs and reproduce findings.
• Work onsite in Hsinchu and participate in team meetings and reviews.

Requirements

Basic expectations and preferred skills (source posting did not list explicit requirements):

• Must-have (inferred): practical software development experience (e.g., scripting or programming), strong debugging and problem-solving skills, and ability to work onsite in Hsinchu.
• Nice-to-have (inferred): familiarity with Python or C++, exposure to machine learning/LLM concepts, and experience integrating tools or APIs with simulation environments.

Education Requirements

Not specified.

About the Company

Company: Synopsys

Headquarters: Mountain View, California, USA

Synopsys is a leading company in electronic design automation (EDA) and semiconductor IP solutions. It provides tools and services for designing and verifying complex semiconductor devices and systems. The company plays a pivotal role in the semiconductor industry, helping engineers innovate and deliver higher-quality products faster. Synopsys is committed to advancing technology standards and offers a range of software and hardware solutions to its clients globally.