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R&D Engineer II - Deep Learning in Quantum

Ansys
Atlanta, GA Full Time
POSTED ON 2/23/2025
AVAILABLE BEFORE 5/15/2025

Requisition # :  15865

Our Mission : Powering Innovation That Drives Human Advancement

When visionary companies need to know how their world-changing ideas will perform, they close the gap between design and reality with Ansys simulation. For more than 50 years, Ansys software has enabled innovators across industries to push boundaries by using the predictive power of simulation. From sustainable transportation to advanced semiconductors, from satellite systems to life-saving medical devices, the next great leaps in human advancement will be powered by Ansys.

Innovate With Ansys, Power Your Career.

SUMMARY

The R&D Engineer II is responsible for the development of software products and supporting systems. As part of Office of CTO, in this role you will do research using deep learning techniques for improving quantum algorithms applied to numerical simulations.

RESPONSIBILITIES

  • Research and prototype existing deep learning, generative AI or RL tools to improve quantum algorithms such as reducing gate counts in quantum circuits or reducing circuit volume.
  • Research new deep learning architectures such as diffusion models or transformers to scale quantum algorithms.
  • Build and curate large datasets and models with fundamental general capabilities of different modalities of physics.
  • Participates in brainstorming, planning, architecture and research.
  • Collaborate with product engineering teams to drive real-time model implementations and new feature creations.
  • Publish influential research outcomes and give presentations in top-tier conferences and journals.

MINIMUM QUALIFICATIONS

  • BS in Engineering, Computer Science, or related field.
  • Working experience with deep learning or QMLs.
  • Familiarity with quantum algorithms such as Quantum Fourier Transform (QFT), Quantum Phase Estimation (QPE).
  • Expertise in C or Python coding.
  • PREFERRED QUALIFICATIONS

  • Master's or PhD with software development and generative AI experience.
  • Experience with quantum and ML frameworks such as Qiskit, Cudaq, PyTorch, JAX, or Scikit Learn.
  • Publication in leading journals or conferences such as, QIP, IEEE Quantum, Neurips or ICML.
  • 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. We are ONE Ansys. We operate on three key components : the commitments to our stakeholders, the behaviors of how we work together, and the actions of how we deliver results. 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
  • INCLUSION IS AT OUR 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.

    WELCOME WHAT’S NEXT 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 : Newsweek’s Most Loved Workplace globally and in the U.S., Gold Stevie Award Winner, America’s Most Responsible Companies, Fast Company World Changing Ideas, Great Place to Work Certified (Belgium, China, Greece, France, India, Japan, Korea, Spain, Sweden, Taiwan, and U.K.).

    For more information, please visit us at www.ansys.com

    Ansys is an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, veteran status, and other protected characteristics.

    Ansys does not accept unsolicited referrals for vacancies, and any unsolicited referral will become the property of Ansys. Upon hire, no fee will be owed to the agency, person, or entity.

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