Postdoctoral positions in machine learning, astrophysics, and cosmology

Submission Information
Publish Date: 
Thursday, October 14, 2021
Archive Date: 
Thursday, December 9, 2021
To event remaining 12 days
Job Summary
Job Category: 
Post-doctoral Positions and Fellowships
Institution Classification/Type: 
Large Academic
Institution/Company: 
University of Montreal
City: 
Montreal
State/Province: 
Québec
Country: 
Canada
Announcement
Job Announcement Text: 

We are excited to announce multiple postdoctoral positions in topics related to astrophysics, cosmology, and machine learning in the forthcoming Parsec Institute, affiliated with the University of Montreal. The institute is a major node of the newly funded Simons Collaboration on “Learning the Universe” and also of the FutureLens initiative, funded by the Simons and the Schmidt Futures foundations, respectively. The positions are for 3-year terms, with the possibility of an extension (up to 5 years).

We are seeking candidates who will pursue research in one or more of the following themes:

  • Strong gravitational lensing: Experience in lensing data analysis and machine learning is highly valued. The main focus will be cosmology and dark matter science. The candidates will be encouraged to join the FuturesLens initiative and the LSST Dark Energy Science Collaboration (DESC).
  • Cosmology (data analysis and machine learning): Expertise in inference methods, LSS, cosmological simulations, and CMB are highly valued. The candidate will join a Simons Collaboration in Learning the Universe (https://www.learning-the-universe.org). 
  • Black holes: All sciences related to black holes including feedback, emission processes, accretion, and SMBHs in the context of galaxies and galaxy clusters (e.g., ICM cooling, cluster formation and evolution, radio and X-ray observations, etc.). The candidates will be encouraged to collaborate with members of the MWA and SKA collaborations.
  • Gaia data analysis: The successful candidate will work in areas related to unsupervised machine learning and anomaly detection with a broad science goal and will work in close collaboration with machine learning experts at Mila.

All candidates are also strongly encouraged to pursue independent research in broader topics related to machine learning and astrophysical data analysis.

The successful candidates will have ample opportunities of exchange with researchers from our partner institutions (Columbia, Berkeley National Lab, Harvard, Flatiron Institute, Stockholm, IAP, Princeton, Carnegie Mellon, MPA Garching, CUNY, Stanford). The candidates will also work in close collaboration with local members, including Prof. Yashar Hezaveh, Prof. Laurence Perreault Levasseur, Prof. Julie Hlavacek-Larrondo, Prof. Siamak Ravanbakhsh, and several postdoctoral fellows and graduate students in related research areas. The successful candidates will be offered the possibility to join Mila, the world’s largest academic research center in deep learning, which rallies 500 researchers specializing in this field. We also have strong ties with the Center for Computational Astrophysics at the Flatiron Institute, allowing opportunities for close collaborations with members of this center. The successful candidates will be encouraged to form new collaborations with other members of the department including members of iREx, a leading exo-planet Institute. 

To express interest, applicants should submit 1) a CV, 2) a detailed publication list and 3) a statement of research through AcademicJobsOnline (https://academicjobsonline.org/ajo/jobs/20034) before Dec 1st. Applicants should also arrange for three letters of recommendation to be sent through AcademicJobsOnline. 

University of Montreal is committed to diversity and equity within the community. We welcome applications from women, aboriginal persons, persons with disabilities, ethnic minorities, persons of all sexual orientation or gender identity, visible minorities, and others who may contribute to diversification.

Application Deadline: 
Wednesday, December 1, 2021
Current Status of Position: 
Accepting Applicants
Apply to Job
Attention To: 
Stéphanie Luna
Title: 
Parsec Institute manager
Country: 
Canada
Phone: 
1-514-574-4462
Inquiries About Job
Attention To: 
Stéphanie Luna