Software Engineering Internship – LLM-driven Engineering Analysis
SynopsysJob Title
Software Engineering Internship – LLM-driven Engineering Analysis
Role Summary
Internship on a software engineering team focused on applying large language models (LLMs) to engineering analysis tasks. The role supports development, integration, and evaluation of tools and prototypes that use LLMs to assist engineering workflows.
Work closely with engineers and researchers to implement features, run experiments, and document results in an onsite Hsinchu, Taiwan location.
Experience Level
Entry-level / Internship. Suitable for current students or recent graduates with limited professional experience; typically 0–2 years.
Responsibilities
Typical responsibilities for this internship include prototype development, experimentation, and collaboration with cross-functional teams.
- Implement and integrate LLM-based components and tooling into engineering workflows.
- Prepare and preprocess datasets for model training and evaluation.
- Run experiments, evaluate model performance, and iterate on approaches.
- Create tests, documentation, and demonstrations of features and results.
- Collaborate with engineers, researchers, and product stakeholders to refine requirements and deliverables.
Requirements
Core skills and expectations for candidates; must-haves listed first, followed by desirable skills.
- Must-have: Practical programming ability (Python or similar), basic understanding of machine learning or large language models, problem-solving skills, and effective communication.
- Must-have: Ability to work onsite in Hsinchu, Taiwan, for the internship duration.
- Nice-to-have: Experience with ML tooling (PyTorch, TensorFlow), data processing pipelines, model evaluation metrics, or prior project experience with LLMs or NLP.
- Nice-to-have: Familiarity with software engineering best practices: version control, testing, and code review.
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.
