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	<title>Open Positions Archives - Laboratory for Systems, Software and Semantics (LS3)</title>
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		<title>Open Position for Postdoc/Research Associate</title>
		<link>https://ls3.rnet.torontomu.ca/postdoc-phd-research-associate-in-demand-forecasting-for-it-applications-resources/</link>
		
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					<description><![CDATA[<p>Open Position for Postdoc/Research Associate Postdoc/Research Associate in Demand Forecasting for IT Applications Resources We are seeking a Postdoctoral Fellow, or Research Associate to workon Demand forecasting and modeling for IT applications resources. The idealcandidate will have excellent research capabilities as well as competitivedevelopment skills. The candidate will be responsible to design and developmachine learning&#8230;</p>
<p>The post <a href="https://ls3.rnet.torontomu.ca/postdoc-phd-research-associate-in-demand-forecasting-for-it-applications-resources/">Open Position for Postdoc/Research Associate</a> appeared first on <a href="https://ls3.rnet.torontomu.ca">Laboratory for Systems, Software and Semantics (LS3)</a>.</p>
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<p>Open Position for Postdoc/Research Associate</p>



<p></p>



<p>Postdoc/Research Associate in Demand Forecasting for IT Applications Resources</p>



<p>We are seeking a Postdoctoral Fellow, or Research Associate to work<br>on Demand forecasting and modeling for IT applications resources. The ideal<br>candidate will have excellent research capabilities as well as competitive<br>development skills. The candidate will be responsible to design and develop<br>machine learning driven methods to effectively model the future demand of an<br>application.</p>



<p><br>The candidate should have:<br>&#8211; Deep level of understanding in Resource Management Methods and Mining<br>Software Repositories<br>&#8211; Strong analytical skills and experience in developing software (prior<br>knowledge in machine learning (e.g., sequence models, deep learning),<br>optimization, dynamic programming, or empirical software engineering is<br>helpful)<br>&#8211; Familiar with Application Resource Management&nbsp;tools and infrastructure<br>stack<br>&#8211; Expertise with Python, MySQL, Java, JavaScript will be an asset.<br></p>



<p>Salary and benefits are competitive and commensurate with expertise. The position<br>is for one year with the possibility of extension.<br></p>



<p>Further inquiries may be directed to Dr. Ebrahim Bagheri (<a href="mailto:bagheri@ryerson.ca">bagheri@ryerson.ca</a>) or<br>Dr. Morteza Zihayat (<a href="mailto:mzihayat@ryerson.ca">mzihayat@ryerson.ca</a>).</p>



<p><br>Interested candidates should submit an application letter, a résumé, three<br>publications relevant to the project and contact information of three reference<br>persons to Dr. Morteza Zihayat (<a href="mailto:mzihayat@ryerson.ca">mzihayat@ryerson.ca</a>). Candidates will be screened until the position is filled.</p>



<p><br><strong>Toronto Metropolitan University (formerly Ryerson University)</strong> is a public research<br>university located in downtown Toronto, Ontario, Canada. Its urban campus<br>surrounds the Yonge-Dundas Square, located at the busiest intersection in<br>downtown Toronto. The university is composed of 36,000+ undergraduate students,<br>2,000+ graduate students, and 70,000 yearly certificate and continuing education<br>registrations. TMU has been one of the fastest growing research institutions in<br>Canada</p>



<p></p>
<p>The post <a href="https://ls3.rnet.torontomu.ca/postdoc-phd-research-associate-in-demand-forecasting-for-it-applications-resources/">Open Position for Postdoc/Research Associate</a> appeared first on <a href="https://ls3.rnet.torontomu.ca">Laboratory for Systems, Software and Semantics (LS3)</a>.</p>
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