Qml Research Intern

2 weeks ago


Toronto, Canada Zapata Computing Full time

**About Zapata Computing**

**About the **T**eam**
- Synergy Between Quantum Circuits and Tensor Networks: Short-cutting the Race to Practical Quantum Advantage (arXiv:2208.13673)
- Symmetric Tensor Networks for Generative Modeling and Constrained Combinatorial Optimization (arXiv:2211.09121]
- Do Quantum Circuit Born Machines generalize? (arXiv:2207.13645)
- Enhancing Combinatorial Optimization with Quantum Generative Models (arXiv:2101.06250v2)
- Evaluating Generalization in Classical and Quantum Generative Models (arXiv:2201.08770)
- Generation of High-Resolution Handwritten Digits with an Ion-Trap Quantum Computer (PhysRevX.12.031010)

**About the **Role**

**Key Responsibilities Include**
- Help design and execute a research project in the QML domain with mentorship and support from senior research scientists, aiming at a publication in leading academic journals.
- Collaborate with QML Software Team to integrate scientific software into Zapata’s proprietary QML library and product.

**Required Knowledge/Skills/Abilities**
- Knowledge or experience with quantum computing and quantum machine learning.
- Experience in one or more ML tasks, for example, generative modeling, natural language processing, reinforcement learning, or pattern recognition.
- Knowledge of Python and popular ML packages (e.g, Pytorch, Jax, Tensorflow).

**Preferred **Knowledge/Skills/Abilities**
- Record of creative, high-quality work in AI/ML represented by peer-reviewed publications, code repositories, or scientific presentations.
- Knowledge of combinational optimization algorithms.
- Experience with high-performance computing, such as multithreading, distributed computing, or GPU programming and profiling.
- Knowledge of Julia or other programming languages (e.g. C++).

**_ Please submit your information and upload your CV and a cover letter. This cover letter is required to be considered for this position and should include introducing yourself, explaining why you believe working at Zapata would enhance your career and research (in a paragraph), and describing one of your software projects (in one or two paragraphs). Also required for consideration for an internship is the contact information of two to three references._**

**Location**:Remote or option to come into the office. We have locations in Toronto, Canada; Boston, MA; and Brentwood, TN
- Zapata is an equal opportunity employer and values diversity. We do not discriminate _on the basis of_ race, religion, color, national origin, gender, sexual orientation, age, marital status, veteran status, or disability status._



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