Demo

Senior AI/ML Engineer - Semiconductor Design Automation

Aitopics
Boston, MA Full Time
POSTED ON 1/15/2025
AVAILABLE BEFORE 3/24/2025

Analog Devices

Analog Devices is a global leader in the design and manufacturing of analog, mixed signal, and DSP integrated circuits to help solve the toughest engineering challenges.

The Enterprise AI Engineering team is looking for experienced AI / ML Engineers to develop and implement innovative AI solutions to optimize semiconductor design processes and workflows. Our AI team has a particular focus on applying AI to Analog design, to automate analog placement and layout, reduce product development cycle time, and free up designers' time to unlock innovation.

Responsibilities :

  • Design and implement innovative AI / ML solutions to optimize semiconductor design processes and workflows, and improve performance of the designs.
  • Collaborate with cross-functional teams to integrate AI / ML solutions into existing EDA workflows.
  • Participate in design reviews, project planning, and technical discussions.
  • Be aware and stay ahead of the latest developments in AI and EDA.
  • Provide technical leadership in driving AI / ML solutions in semiconductor design.

Qualifications :

  • Master’s or Ph.D. in Electrical Engineering, Computer Science, or a related field.
  • 10 years of full-time industry experience in machine learning or semiconductor design. At least 3 years in a senior technical leadership role.
  • Proven experience in developing CAD tools and EDA solutions for the semiconductor industry.
  • Strong background in AI / ML techniques and their application in EDA.
  • Scripting and programming skills : Unix Shell, Python.
  • Familiarity with analog and / or digital semiconductor design.
  • Excellent problem-solving skills and the ability to work in a fast-paced, collaborative environment.
  • Strong communication skills and the ability to present complex technical concepts to diverse audiences.
  • Preferred Skills :

  • Experience with machine learning frameworks such as PyTorch, TensorFlow, or similar.
  • Experience with development and deployment of Generative AI systems in real-world applications, including training and fine-tuning of models on domain-specific data.
  • Experience with data analysis and visualization tools.
  • Knowledge of cloud platforms (e.g., AWS, GCP, Azure).
  • Familiarity with version control systems (e.g., Git) and software development methodologies.
  • For positions requiring access to technical data, Analog Devices, Inc. may have to obtain export licensing approval from the U.S. Department of Commerce - Bureau of Industry and Security and / or the U.S. Department of State - Directorate of Defense Trade Controls. As such, applicants for this position – except US Citizens, US Permanent Residents, and protected individuals as defined by 8 U.S.C. 1324b(a)(3) – may have to go through an export licensing review process.

    Analog Devices is an equal opportunity employer. We foster a culture where everyone has an opportunity to succeed regardless of their race, color, religion, age, ancestry, national origin, social or ethnic origin, sex, sexual orientation, gender, gender identity, gender expression, marital status, pregnancy, parental status, disability, medical condition, genetic information, military or veteran status, union membership, and political affiliation, or any other legally protected group.

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