ML/AI Software Engineer
Cadence Design SystemsJob Title
ML/AI Software Engineer
Role Summary
Join the HDA AI team to develop ML/AI software for Cadence's Celerity AI Solution, focused on simulation domains such as electro-thermal, electromagnetic, and structural analysis. The role involves building and integrating ML models into simulation workflows and collaborating with cross-functional engineering teams.
Experience Level
Mid-level. Years of experience not specified.
Responsibilities
Key responsibilities include:
- Design, implement, and maintain ML/AI software components for simulation (electro-thermal, electromagnetic, structural).
- Integrate models and algorithms into the Celerity AI Solution and related toolchains.
- Prepare and process engineering data, train and evaluate models, and validate results.
- Deliver production-quality code, participate in code reviews, and maintain tests and documentation.
- Collaborate with engineers and researchers to define requirements and deploy solutions into engineering workflows.
Requirements
Must-have and preferred qualifications:
- Must-have: Practical experience in ML/AI software development applied to engineering or technical problems.
- Must-have: Strong software engineering practices (version control, testing, debugging).
- Nice-to-have: Experience with simulation domains (electro-thermal, electromagnetic, structural) or engineering simulation workflows.
- Nice-to-have: Experience integrating models into production pipelines, working with data pipelines, or deploying ML models in engineering tools.
Education Requirements
The posting prefers candidates with an Electrical/Electronic Engineering background ("Electronical Engineer major") and AI project experience. No specific degree level (Bachelor's, Master's, or PhD) or certification is explicitly required in the posting; equivalent practical experience is not mentioned.
About the Company
Company: Cadence Design Systems
Headquarters: San Jose, California, USA
Cadence Design Systems is a global electronic design automation company that provides software, hardware, and intellectual property for designing advanced semiconductor chips. With over 25 years in the industry, Cadence is known for its innovative technology solutions and has been recognized by Fortune Magazine as one of the 100 Best Companies to Work For. The company is dedicated to solving complex technical challenges in order to enable customers to create revolutionary products and experiences.
