AI Specialist Simulation & Optimization

About Xanadu:
Xanadus mission is to build quantum computers that are useful and available to people everywhere.

At Xanadu we are learners innovators researchers collaborators and problem solvers. We are creating something that has never been built before. What we are doing is extremely hard the classic moon shot. Few people in their life will be able to be a part of something like this where if we are successful the technologies we develop will solve some of the worlds most challenging problems and literally change the world. And that is something to be excited about!

Your role and responsibilities:
As an AI Specialist at Xanadu you will drive applied AI initiatives by optimizing the very core of our R&D efforts. Your work will focus on enhancing the performance of our most crucial systems from the design and characterization of our quantum hardware to the execution of internal simulation software on high-performance computing platforms. Using state-of-the-art machine learning GPU programming and advanced optimization techniques you will accelerate our progress toward the first commercially viable quantum computer. The AI team focuses on building and improving modeling optimization simulation data processing and design methodology for all internal research. At the intersection of multiple technical disciplines you will collaborate with leading researchers scientists engineers and software developers using cutting-edge ML to enhance software tools and potentially transform research processes. You will:

• Develop and implement sophisticated ML-based optimization strategies to tune the parameters of simulated systems and physical hardware combined with statistical analysis of output uncertainties.
• Optimize the execution of internal simulation software by leveraging GPU programming code profiling & optimization and high-performance computing (HPC) platforms.
• Design and build high-performance simulators for complex physical systems often modeled by differential equations.
• Develop and rigorously test new ML algorithms and tool kits to improve R&D efficiency.
• Collaborate closely with hardware engineers and scientists to create and implement novel ML-driven solutions for complex research challenges.
• Establish and maintain reproducible data analysis and modeling workflows.

At Xanadu we primarily work with Python Jax GitHub Docker CI pipelines Jupyter and multiple cloud platforms. Proficiency in these technologies is essential.

Basic qualifications and experience:

• Physics Math Computer Science Engineering or a related field.
• 6 years of industry experience in any of the fields: ML/AI physical sciences physical design and optimization simulation software data science statistics or control systems etc.
• Strong knowledge of Python and its numerical/scientific ecosystem (numpy pandas xarray pytorch jax cuda scipy sklearn ray etc.)
• Hands-on experience with ML-based optimization and the optimization of numerics or simulation software.
• Experience writing and designing simulators for complex physical systems (e.g. differential equations) and control systems.
• Experience with GPU programming (e.g. CUDA).
• Experience with software development lifecycles including version control code review testing CI/CD logging profiling debugging and documentation.
• Comfortable working with Linux shell Docker Git and GitHub.
• Enthusiasm for learning new technologies and scientific concepts with minimal supervision.
• Solid communication and collaboration skills.
• Strong self-driven analytical and problem-solving abilities.
• Good knowledge of physics linear algebra and statistics.

Preferred qualifications and experience:

• MSc/PhD in Computer Science Engineering Physics Math or related field.
• Excellent knowledge in physics and linear algebra.
• Experience with representation learning reinforcement learning and generative modeling.
• Familiarity with or curiosity towards quantum computing.
• Rich experience in any of these areas:
  • Statistical inference
  • GPU programming
  • ML or signal analysis on ultrafast embedded systems
  • Reinforcement learning

Our values are important. They are fundamental and lay the foundation for culture at Xanadu. Learn more about our values here.

We are an equal opportunity employer and encourage candidates of all backgrounds to apply. We are committed to building an inclusive safe and equitable culture and fostering an environment where our employees feel included valued and heard. We are committed to meeting the needs of all individuals and support a barrier-free workplace. Should you require accommodations at any point during the recruitment process please contact Recruiting at .

Please be advised that we may use artificial intelligence (AI) tools to assist in the screening and assessment of applicants for this position. These tools assist our recruitment team but do not replace human judgment. Final hiring decisions are ultimately made by humans. If you would like more information about how your data is processed please contact us.