Quantum Machine Learning Trainee #SGUnitedTraineeships
Entropica Labs
Singapore, Singapore, Singapore
2d ago
source : TalentTribe

Roles & Responsibilities

Quantum machine learning bears the potential to be one of the first practical applications of quantum computing. In this context, the Trainee’s role will be to expand the push the limits of what it is possible to do in quantum machine learning by mapping known conventional learning architectures onto quantum circuits and testing them on quantum hardware.

The Trainee will work in a multidisciplinary team of physicists, computer scientists and mathematicians. This will be a 12 months programme.

At Entropica, we are committed to contributing to the personal growth of our team members, and we actively provide mentorship and training throughout our work.

Your responsibilities : How you will contribute to the growth of the company :

  • Design quantum models for supervised classification problems;
  • Devise quantum approaches for learning strategies;
  • Train and test models on quantum hardware and simulators;
  • Contribute to the core software of Entropica Labs;
  • Maintain good software and programming practices;
  • Potentially, contributing to scientific publications, patents and whitepapers.
  • Our ideal candidates : We are looking for Team Members, not just Trainees, who can work together on the most inspiring problems in quantum and machine learning.

    Our ideal candidate is an enthusiastic, highly motivated, quick learner with a passion for asking and answering unfathomable scientific questions.

    To help you assess if you would be a good fit for the position, this is a blueprint of the list of hard and soft skills our ideal candidate has :

  • Singapore Citizens and PRs, and
  • Graduated or graduating in the calendar year 2019 or 2020 from university, or graduated earlier from university and completed National Service in 2019 or 2020.
  • Bachelor or Master's Degree in physics, computer science, mathematics, machine learning or closely related disciplines.
  • Demonstrable experience with machine learning models.
  • Good coding skills (please share your GitHub account if you have one).
  • Any experience in quantum computing and with quantum software development platforms is a plus.
  • A genuine and collaborative attitude, with a willingness to cooperate across disciplines.
  • Curiosity! This is the fundamental requirement to work with us.
  • What we offer you : Our wish is for you to become a star in quantum computing!

    As founders, we are committed to contributing to the personal growth of our team members. During your work, you will have the opportunity to work on challenging and rewarding projects at the intersection of quantum computing, machine learning and computer science.

    You will learn or be exposed to :

  • Experience of coding, applying and analysing quantum and quantum-inspired optimisation methods in commercially relevant contexts;
  • Exposure to cloud computing architectures;
  • Extended knowledge of quantum computing, including conducting experiments on quantum hardware;
  • Benchmarking classical methods against quantum approaches;
  • Software engineering practices for product development, and for delivering solutions to customers;
  • Regular one-on-one progress meetings, feedback and performance evaluations. Trust and respect are the keys to a great, collaborative team.
  • We consider these Traineeships as entry-points to working full-time with Entropica. We ideally would like the Trainee to stay with the Company for up to 12 months.

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