Applications Engineering – Sr Staff Engineer (TCAD, AI and Python)

Date posted 04/26/2026

Category Engineering Hire Type Employee Job ID 17221 Remote Eligible No Date Posted 04/26/2026

We Are

At Synopsys, we lead innovation in electronic design automation and semiconductor technology. Our TCAD solutions enable accurate physics-based device and process simulation for advanced semiconductor technologies. Increasingly, AI-driven methodologies and Python-based automation are transforming how simulation workflows are developed, validated, released, and scaled.

You Are

You are a technically strong and curious engineer with a solid background in TCAD and semiconductor device physics, combined with a passion for Python-based engineering automation and applied AI/ML. You enjoy working at the intersection of physics-driven simulation, data-assisted modeling, software infrastructure, and engineering productivity.

What You’ll Be Doing

• Develop, enhance, and maintain TCAD simulation workflows for device and/or process modeling across advanced semiconductor technologies.
• Drive improvements in device physics models, process flows, and simulation engines through hands-on analysis, benchmarking, and close collaboration with core R&D teams.
• Design and implement Python-based tools, APIs, and automation frameworks to improve workflow robustness, usability, and scalability.
• Use AI and Python-based approaches to improve the efficiency, quality, and automation of the TCAD release process, including regression analysis, validation flows, and release readiness metrics.
• Collaborate with cross-functional teams to translate engineering requirements into production-quality software solutions.

The Impact You Will Have

• You will directly influence the next generation of TCAD tools by improving simulation accuracy, performance, and usability through AI-driven innovation and Python automation. 
• Enable more robust and efficient TCAD releases using data-driven validation and automated regression workflows.
• Influence the evolution of TCAD tools toward modern, scalable, AI-enhanced platforms.
• Accelerateadoptionof advanced TCAD capabilities across internal teams and customers.

What You’ll Need

• MS or PhD in Electrical Engineering, Physics, Materials Science, Computer Science, or equivalent.

• 5+ years of industry experience in TCAD, semiconductor device physics, or process simulation.

• Strongproficiencyin Python for scientific computing, automation, and tooling.

• Experience applying AI/ML techniques to engineering workflows.

• Strong analytical thinking, problem-solving ability, and communication skills.

Nice to Have

• Experience applying ML frameworks to scientific or engineering problems.
• Exposure to EDA tool development or semiconductor R&D environments.
• Experience supporting large-scale validation or release processes.

The Team You’ll Be A Part Of

You will join a highly skilled TCAD team advancing simulation technology through physics-based models and AI-enhanced methodologies, working closely with product development, applications, and research teams worldwide.

At Synopsys, we want talented people of every background to feel valued and supported to do their best work. Synopsys considers all applicants for employment without regard to race, color, religion, national origin, gender, sexual orientation, age, military veteran status, or disability.