Summer 2024 Electronics R&D Intern - ML

Key Skills

Algorithms, C++, Clustering, Machine learning techniques, Python Programming, PyTorch, Statistics, TensorFlow

Job Description

JOB SUMMARY

Ansys empowers the world's most innovative companies to design and deliver transformational products by offering the best and broadest engineering simulation software to solve the most complex design challenges and engineer products limited only by imagination. Thus, through our enriching internship program, we help develop the next generation of engineers and technologists. As a Reduced Order Modeling Research and Development Intern, you will join a team responsible for the R&D of state-of-the-art electromagnetics, circuit, and system simulators. This is a 40-hour per week paid position, starting May 2024 and concluding August 2024.

ESSENTIAL FUNCTIONS

• Combine statistical, machine learning, and reduced order modeling techniques to construct fast surrogates of electronics and thermal integrity simulators
• Develop and automate data collection processes and simulation pipelines

JOB MINIMUM REQUIREMENTS AND QUALIFICATIONS

• Pursuing MS or PhD in computer science, applied mathematics, electrical engineering, or related technical field
• Proved experience in constructing machine learning-based surrogates for scientific applications, neural operators, and/or digital twins
• Proved experience with implementing state-of-the-art machine learning algorithms using Python libraries (e.g., PyTorch, TensorFlow)
• Ability to work remotely and collaboratively

PREFERRED QUALIFICATIONS

• A graduate degree in computer science or applied mathematics is preferred
• Experience with dimensionality reduction and data clustering techniques is preferred.
• Experience with physics-informed machine learning is preferred
• Experience with uncertainty quantification and a probabilistic programming language (PPL) (e.g., TensorFlow Probability, Pyro, PyMC) is a plus
• Experience with reduced order modeling approaches is a plus
• Experience with state-space and rational fitting algorithms is a plus
• Experience with C++ is a plus
• Knowledge of cooling, heat transfer theory, and thermal integrity is a plus
• Knowledge of electronic circuit theory is a plus

At Ansys, we know that changing the world takes vision, skill, and each other. We fuel new ideas, build relationships, and help each other realize our greatest potential in the knowledge that every day is an opportunity to observe, teach, inspire, and be inspired. Together as One Ansys, we are powering innovation that drives human advancement.

Our Commitments:

• Amaze with innovative products and solutions
• Make our customers incredibly successful
• Act with integrity
• Ensure employees thrive and shareholders prosper

Our Values:

• Adaptability: Be open, welcome what’s next
• Courage: Be courageous, move forward passionately
• Generosity: Be generous, share, listen, serve
• Authenticity: Be you, make us stronger

Our Actions:

• We commit to audacious goals
• We work seamlessly as a team
• We demonstrate mastery
• We deliver outstanding results

OUR ONE ANSYS CULTURE HAS INCLUSION AT ITS CORE

We believe diverse thinking leads to better outcomes. We are committed to creating and nurturing a workplace that fuels this by welcoming people, no matter their background, identity, or experience, to a workplace where they are valued and where diversity, inclusion, equity, and belonging thrive.

TAKE A LEAP OF CERTAINTY IN YOUR CAREER AT ANSYS

At Ansys, you will find yourself among the sharpest minds and most visionary leaders across the globe. Collectively we strive to change the world with innovative technology and transformational solutions. With a prestigious reputation in working with well-known, world-class companies, standards at Ansys are high – met by those willing to rise to the occasion and meet those challenges head on. Our team is passionate about pushing the limits of world-class simulation technology, empowering our customers to turn their design concepts into successful, innovative products faster and at a lower cost.

At Ansys, it’s about the learning, the discovery, and the collaboration. It’s about the “what’s next” as much as the “mission accomplished.” And it’s about the melding of disciplined intellect with strategic direction and results that have, can, and do impact real people in real ways. All this is forged within a working environment built on respect, autonomy, and ethics.

CREATING A PLACE WE’RE PROUD TO BE

Ansys is an S&P 500 company and a member of the NASDAQ-100. We are proud to have been recognized for the following more recent awards, although our list goes on: America’s Most Loved Workplaces, Gold Stevie Award Winner, America’s Most Responsible Companies, Fast Company World Changing Ideas, Great Place to Work Certified (China, Greece, France, India, Japan, Korea, Spain, Sweden, Taiwan, U.K.).