Current jobs related to Postdoctoral Research Fellow, Mechanical Engineering - Saskatoon, Saskatchewan - University of Saskatchewan
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Postdoctoral Research Fellow, Mechanical Engineering
2 months ago
Saskatoon, Saskatchewan, Canada University of Saskatchewan Full timeJob SummaryWe are seeking a highly skilled Postdoctoral Research Fellow to join our team at the University of Saskatchewan. The successful candidate will be responsible for developing a Machine Learning algorithm to quantify the safety of underground mine roofs and sidewalls using audio recordings of tool impacts on the surface.Key ResponsibilitiesDevelop...
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Postdoctoral Research Fellow, Mechanical Engineering
2 months ago
Saskatoon, Saskatchewan, Canada University of Saskatchewan Full timeJob SummaryWe are seeking a highly skilled Postdoctoral Research Fellow to join our team at the University of Saskatchewan. The successful candidate will be responsible for developing a Machine Learning algorithm to quantify the safety of underground mine roofs and sidewalls using audio recordings of tool impacts on the surface.Key ResponsibilitiesDevelop...
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Saskatoon, Saskatchewan, Canada University of Saskatchewan Full timeJob Title: Postdoctoral Fellow in Machine Learning for Mining SafetyWe are seeking a highly motivated Postdoctoral Fellow to join our research team at the University of Saskatchewan. The successful candidate will work under the supervision of Prof. Travis Wiens in the Department of Mechanical Engineering and collaborate with Nutrien, the world's largest...
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Saskatoon, Saskatchewan, Canada University of Saskatchewan Full timeJob Title: Postdoctoral Fellow in Machine Learning for Mining SafetyWe are seeking a highly motivated Postdoctoral Fellow to join our research team at the University of Saskatchewan. The successful candidate will work under the supervision of Prof. Travis Wiens in the Department of Mechanical Engineering and collaborate with Nutrien, the world's largest...
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Saskatoon, Saskatchewan, Canada University of Saskatchewan Full timeJob Title: Postdoctoral Fellow in Machine Learning for Mining SafetyWe are seeking a highly motivated Postdoctoral Fellow to join our research team in the Department of Mechanical Engineering at the University of Saskatchewan. The successful candidate will work under the supervision of Prof. Travis Wiens and collaborate with industry partners to develop a...
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Saskatoon, Saskatchewan, Canada University of Saskatchewan Full timeJob Title: Postdoctoral Fellow in Machine Learning for Mining SafetyWe are seeking a highly motivated Postdoctoral Fellow to join our research team in the Department of Mechanical Engineering at the University of Saskatchewan. The successful candidate will work under the supervision of Prof. Travis Wiens and collaborate with industry partners to develop a...
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Saskatoon, Saskatchewan, Canada University of Saskatchewan Full timeJob Title: Postdoctoral Fellow in Machine Learning for Mining SafetyWe are seeking a highly motivated Postdoctoral Fellow to join our research team in the Department of Mechanical Engineering at the University of Saskatchewan. The successful candidate will work under the supervision of Prof. Travis Wiens and collaborate with industry partners to develop a...
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Saskatoon, Saskatchewan, Canada University of Saskatchewan Full timeJob Title: Postdoctoral Fellow in Machine Learning for Mining SafetyWe are seeking a highly motivated Postdoctoral Fellow to join our research team in the Department of Mechanical Engineering at the University of Saskatchewan. The successful candidate will work under the supervision of Prof. Travis Wiens and collaborate with industry partners to develop a...
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Saskatoon, Saskatchewan, Canada University of Saskatchewan Full timePostdoctoral Fellow in Machine Learning for Mining SafetyThe University of Saskatchewan is seeking a highly motivated Postdoctoral Fellow to join our research team in the Department of Mechanical Engineering. The successful candidate will work under the supervision of Prof. Travis Wiens on a project focused on developing a Machine Learning algorithm to...
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Saskatoon, Saskatchewan, Canada University of Saskatchewan Full timePostdoctoral Fellow in Machine Learning for Mining SafetyThe University of Saskatchewan is seeking a highly motivated Postdoctoral Fellow to join our research team in the Department of Mechanical Engineering. The successful candidate will work under the supervision of Prof. Travis Wiens on a project focused on developing a Machine Learning algorithm to...
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Saskatoon, Saskatchewan, Canada University of Saskatchewan Full timeJob Title:Postdoctoral Fellow, Mechanical EngineeringJob Summary:We are seeking a highly motivated Postdoctoral Fellow to join our research team in the Department of Mechanical Engineering at the University of Saskatchewan. The successful candidate will work under the supervision of Prof. Travis Wiens on a project focused on developing a Machine Learning...
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Saskatoon, Saskatchewan, Canada University of Saskatchewan Full timeJob Title:Postdoctoral Fellow, Mechanical EngineeringJob Summary:We are seeking a highly motivated Postdoctoral Fellow to join our research team in the Department of Mechanical Engineering at the University of Saskatchewan. The successful candidate will work under the supervision of Prof. Travis Wiens on a project focused on developing a Machine Learning...
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Saskatoon, Saskatchewan, Canada University of Saskatchewan Full timeJob Title:Postdoctoral Fellow, Mechanical EngineeringJob Summary:We are seeking a highly motivated Postdoctoral Fellow to join our research team in the Department of Mechanical Engineering at the University of Saskatchewan. The successful candidate will work under the supervision of Prof. Travis Wiens on a project focused on developing a Machine Learning...
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Saskatoon, Saskatchewan, Canada University of Saskatchewan Full timeJob Title:Postdoctoral Fellow, Mechanical EngineeringJob Summary:We are seeking a highly motivated Postdoctoral Fellow to join our research team in the Department of Mechanical Engineering at the University of Saskatchewan. The successful candidate will work under the supervision of Prof. Travis Wiens on a project focused on developing a Machine Learning...
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Saskatoon, Saskatchewan, Canada University of Saskatchewan Full timeJob Title:Postdoctoral Fellow, Mechanical EngineeringJob Summary:We are seeking a highly motivated Postdoctoral Fellow to join our research team in the Department of Mechanical Engineering at the University of Saskatchewan. The successful candidate will work under the supervision of Prof. Travis Wiens and collaborate with industry partners to develop a...
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Saskatoon, Saskatchewan, Canada University of Saskatchewan Full timePostdoctoral Fellow OpportunityWe are seeking a highly motivated and experienced Postdoctoral Fellow to join our research team at the University of Saskatchewan. The successful candidate will work in the Driving Research and Simulation Laboratory, conducting research on the effects of cannabis on driving performance.Key Responsibilities:Conduct research on...
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Saskatoon, Saskatchewan, Canada University of Saskatchewan Full timePostdoctoral Fellow OpportunityWe are seeking a highly motivated and experienced Postdoctoral Fellow to join our research team at the University of Saskatchewan. The successful candidate will work in the Driving Research and Simulation Laboratory, conducting research on the effects of cannabis on driving performance.Key Responsibilities:Conduct research on...
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Saskatoon, Saskatchewan, Canada University of Saskatchewan Full timePostdoctoral Research Fellow OpportunityJob Summary: We are seeking a highly motivated and experienced Postdoctoral Research Fellow to join our research team in the Department of Electrical and Computer Engineering at the University of Saskatchewan. The successful candidate will conduct high-quality research in VLSI circuit and chip development, working...
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Saskatoon, Saskatchewan, Canada University of Saskatchewan Full timePostdoctoral Research Fellow OpportunityJob Summary: We are seeking a highly motivated and experienced Postdoctoral Research Fellow to join our team in the Department of Electrical and Computer Engineering at the University of Saskatchewan. The successful candidate will conduct high-quality research in VLSI circuit and chip development, with a focus on...
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Saskatoon, Saskatchewan, Canada Canadian Association for Neuroscience Full timePostdoctoral Fellowship in Neuroimmunology and NeurodevelopmentWe are seeking a highly motivated postdoctoral fellow to join our research team at the University of Saskatchewan. The successful candidate will work under the supervision of Drs. Jeff Dong and John Howland to investigate the roles of oxidized phosphatidylcholines in brain aging and multiple...
Postdoctoral Research Fellow, Mechanical Engineering
2 months ago
We are seeking a highly motivated Postdoctoral Research Fellow to join our team at the University of Saskatchewan. The successful candidate will be responsible for developing a Machine Learning algorithm to quantify the safety of underground mine roofs and sidewalls using audio recordings of tool impacts on the surface.
Key Responsibilities- Develop and optimize a Machine Learning algorithm to predict whether an audio recording is drummy (unsafe) or tight (safe)
- Expand the algorithm to quantify the level of drumminess and the confidence in this prediction
- Work independently to identify, develop, and validate new ideas
- Communicate results via publications and conference presentations
- Collaborate with a student who is currently taking the recordings and other students working on other projects
- Ph.D. in a related field within the last five years
- Demonstrated experience in developing Machine Learning algorithms with small datasets of arbitrary and/or time-series data
- Demonstrated experience with dataset feature engineering and dimensionality reduction
- Demonstrated ability to take the lead role in successfully published papers in high-quality journals or peer-reviewed conferences
- Experience with recording and processing of audio data
- Experience with determining confidence intervals for ML classifications or regression
- Matlab ML programming experience
- Python ML programming experience
- Familiarity with rock mechanics and mine operations
- Familiarity with acoustic and vibrational wave propagation
The work environment will be a typical office setting, although visits to an underground potash mine site may be desirable to understand the background and possibly to take new data or improve the data recording process. Hours will be flexible, based around regular university hours and working from home part-time is possible.
Accountabilities- Produce regular progress reports to the supervisor, industrial partners, and funding agencies
- Produce papers for publication in reputable peer-reviewed journals and conferences
