We are seeking a Postdoctoral Fellow, or Research Associate to work on *Demand forecasting and modeling for IT applications resources*. The ideal candidates will have excellent research capabilities as well as competitive development skills. The candidate will be responsible to design and develop algorithms to effectively model the future demand of an application.
*The candidate should have:*– Deep level of understanding in Resource Management Methods and Mining Software Repositories – Strong analytical skills and experience in developing software – Prior knowledge in machine learning (e.g., sequence models, deep learning), optimization, dynamic programming, or empirical software engineering is helpful – Familiar with Application Resource Management tools and infrastructure stack – Expertise with Python, MySQL, Java, JavaScript will be an asset. Salary and benefits are competitive and commensurate with expertise. The position is for one year with the possibility of extension. Further inquiries may be directed to Dr. Ebrahim Bagheri (bagh...@ryerson.ca) or Dr. Morteza Zihayat (mziha...@ryerson.ca). Interested candidates should submit an application letter, a résumé, three publications relevant to the project and contact information of three reference persons to Dr. Morteza Zihayat (mziha...@ryerson.ca). Candidates will be screened until the position is filled. *Toronto Metropolitan University (formerly Ryerson University)* is a public research university located in downtown Toronto, Ontario, Canada. Its urban campus surrounds the Yonge-Dundas Square, located at the busiest intersection in downtown Toronto. The university is composed of 36,000+ undergraduate students, 2,000+ graduate students, and 70,000 yearly certificate and continuing education registrations. TMU has been one of the fastest growing research institutions in Canada -- Morteza Zihayat, Ph.D. Associate Professor Ted Rogers School of Information Technology Management, *Toronto Metropolitan University * Phone: (416) 979-5000 x3765 *(formerly Ryerson University)*, Toronto, Ontario Website: http://www.ryerson.ca/~mzihayat/ Canada M5G 2C5 Email: mziha...@ryerson.ca I*n April 2022, the university announced our new name of Toronto Metropolitan University, which will be implemented in a phased approach. Learn more about our* next chapter <https://www.ryerson.ca/next-chapter/>. <mziha...@ryerson.ca>
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