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Member Technical Staff

Synopsys
United States, Texas, Austin
July 13, 2022
Member Technical Staff 35845BR USA - Texas - Austin Job Description and Requirements Application of Machine Learning Methods to Circuit Simulation Join the circuit simulation team to develop state-of-the-art design tools and flows based on advanced machine learning methods. Applications include advanced variation analysis for high sigma Monte Carlo simulation, statistical standard cell validation and characterization, variation analysis of critical paths in digital logic and memories. We are looking for candidates with the following skills: Expertise in the application of machine learning methods to practical problems Demonstrated capability in Python and C++ programming Exceptional verbal and written communication skills Sense of urgency and strong organizational ability Team player with motivation to collaborate with internal and external partners Agile learner with logical problem-solving skills Ability to independently resolve complex issues in creative and effective ways PhD in Computer Science, Engineering, Statistics, or Applied Mathematics with a minimum of 15 years of relevant experience. Background in circuit simulation, standard cell characterization, numerical mathematics, parallel processing, data bases, and/or graph algorithms would be a plus The Custom Design and Manufacturing Group provides market leading solutions for Custom Design, Circuit Simulation, Physical Verification, Process Technology Development, Advanced Lithography, and Manufacturing, driving the successful adoption of our best-in-class technologies and platforms at our broad and growing set of customers and partners across diverse market segments. At Synopsys, we're at the heart of the innovations that change the way we work and play. Self-driving cars. Artificial Intelligence. The cloud. 5G. The Internet of Things. These breakthroughs are ushering in the Era of Smart Everything. And we're powering it all with the world's most advanced technologies for chip design and software security. If you share our passion for innovation, we want to meet you. Stay Connected: Inclusion and Diversity are important to us. Synopsys considers all applicants for employment without regard to race, color, religion, national origin, gender, sexual orientation, gender identity, age, military veteran status, or disability. #LI-JW4 Job Category Engineering Country United States Job Subcategory R&D Engineering Hire Type Employee