Quantum Error Estimation Research Specialist
1 day ago
We are seeking a highly motivated and qualified Quantum Error Estimation Research Specialist to join our team at the School of Physical and Mathematical Sciences, Nanyang Technological University, Singapore.
The successful candidate will be involved in research design, data analysis, model development, numerical simulations, and report/paper writing, in strict collaborations with partners of the CNRS@Descartes project.
About the RoleThis is an excellent opportunity for a researcher to develop physics-inspired models for error estimation in Machine Learning. The Quantum Error Estimation Research Specialist will work closely with the Pica Ciamarra group to devise innovative solutions for estimating epistemic and uncertainty errors.
- Develop physics-inspired ML approaches for error estimation in classification and regression tasks.
- Design and implement models for error estimation using deep learning simulations.
- Interact with partners of the CNRS@Descartes project to foster the application of developed models to real-world use cases.
- Validate models via large-scale simulations on National Supercomputing Centre (NSCC) Singapore.
To be considered for this role, you should have:
- A Ph.D. in physics or a related discipline.
- At least 2 years of relevant experience in Machine Learning and modeling.
- Strong knowledge of Python and C++ programming languages.
- Able to multitask and work in a multidisciplinary team.
- A good publication record in international journals.
Salary range may vary based on qualifications and experience. We offer a competitive salary package, including benefits and opportunities for career growth.
About UsNanyang Technological University, Singapore (NTU Singapore) is one of the top universities in the world. Our School of Physical and Mathematical Sciences is renowned for its excellence in research and education.
As a member of our team, you will have access to state-of-the-art facilities and resources, as well as opportunities to collaborate with leading researchers and industry partners.
We welcome applications from talented individuals who share our passion for innovation and excellence.
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