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Postdoctoral Fellow - Machine Learning (Amii and Mila)

  • Job
    Full-time
    Entry & Junior Level
  • Science
    Research & Development
  • Edmonton

AI generated summary

  • You should have a PhD in computing science or related field, strong research publications, effective communication skills, and expertise in optimization and causal learning is a plus.
  • You will conduct research, co-supervise students, write impactful publications, and present findings at leading conferences.

Requirements

  • - PhD in computing science or a related area, with a focus on machine learning and statistics
  • - Evidence of high-quality research, such as publications in relevant top-tier venues
  • - Effective communicator in English, both written and spoken
  • - Expertise in optimization and theory in machine learning and causal learning is an asset

Responsibilities

  • - Participate in research on the above theme
  • - Work with and potentially co-supervise students
  • - (Co)-write high-impact scientific publications
  • - Present your work at top-tier conferences

FAQs

What is the duration of the postdoctoral position?

The position is two years in duration.

Where will the postdoctoral fellow be primarily located?

The position will begin as a hybrid in Edmonton, Alberta, but may require periods of time at both the University of Alberta and the University of Montreal.

What funding body supports this research project?

The project is funded through the Canadian Institute for Advanced Research (CIFAR).

What are the main areas of focus for the research position?

The focus of the project is on strategic classification and causal models, specifically studying long-term fairness and developing robust learning algorithms in a strategic classification framework.

What qualifications are necessary to apply for this position?

A PhD in computing science or a related area, with a focus on machine learning and statistics, is required, along with evidence of high-quality research and effective communication skills in English.

Are there any preferred qualifications for applicants?

Yes, expertise in optimization and theory in machine learning and causal learning is considered an asset.

What are the responsibilities of the postdoctoral fellow?

The responsibilities include participating in research, potentially co-supervising students, co-writing high-impact scientific publications, and presenting work at top-tier conferences.

Is there a deadline for applications?

The position will remain open until filled.

How should applicants submit their cover letter?

In the cover letter, applicants should summarize their past work, link to a representative publication with a description of it, and include a list of three references.

Are there any specific groups encouraged to apply?

Yes, applications are encouraged from women; First Nations, Métis and Inuit persons; members of visible minority groups; persons with disabilities; and individuals of any sexual orientation or gender identity and expression, as part of the University of Alberta's commitment to equity, diversity, and inclusion.

Will all applicants receive feedback on their submissions?

Unfortunately, only those individuals selected for an interview will be contacted.

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The University of Alberta is one of Canada’s top teaching and research universities, with an international reputation for excellence across the humanities, sciences, creative arts, business, engineering, and health sciences. Home to more than 39,000 students and 15,000 faculty and staff, the university has an annual budget of $1.7 billion and attracts nearly $450 million in sponsored research revenue. The U of A offers close to 400 rigorous undergraduate, graduate, and professional programs in 18 faculties on five campuses. The university has more than 250,000 alumni worldwide. The university and its people remain dedicated to the promise made in 1908 by founding president Henry Marshall Tory that knowledge shall be used for “uplifting the whole people."​