Postdoctoral Research Fellow in Machine Learning for Mining Safety
3 weeks ago
Postdoctoral Fellow, Mechanical Engineering
Job 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 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 paper(s) 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 University of Saskatchewan offers a competitive salary and benefits package, as well as opportunities for professional development and collaboration with a talented research team.
How to Apply:Please submit your application, including your CV, cover letter, and contact information for three professional references, to [insert contact information].
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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 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 machine...
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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 and collaborate with industry partners to develop a...
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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 https:www.energyjobline.comsitemap Full timePostdoctoral Researcher Opportunity in Machine Learning for Mining SafetyPrimary Objective: We are seeking a highly motivated Postdoctoral Researcher to join our team in the Department of Mechanical Engineering. The successful candidate will be responsible for developing a machine learning algorithm to quantify the safety of underground mine roofs and...
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Saskatoon, Saskatchewan, Canada University of Saskatchewan Full timePostdoctoral Researcher Opportunity in Machine Learning for Mining SafetyWe are seeking a highly motivated Postdoctoral Researcher to join our team at the University of Saskatchewan. The successful candidate will work on developing a Machine Learning algorithm to quantify the safety of underground mine roofs and sidewalls using audio recordings of tool...
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Saskatoon, Saskatchewan, Canada University of Saskatchewan Full timePostdoctoral Researcher Opportunity in Machine Learning for Mining SafetyWe are seeking a highly motivated Postdoctoral Researcher to join our team at the University of Saskatchewan. The successful candidate will work on developing a Machine Learning algorithm to quantify the safety of underground mine roofs and sidewalls using audio recordings of tool...
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Saskatoon, Saskatchewan, Canada https:www.energyjobline.comsitemap Full timePostdoctoral Researcher in Machine Learning for Mining SafetyJob Summary: We are seeking a highly motivated postdoctoral researcher to join our team in the Department of Mechanical Engineering. The successful candidate will be responsible for developing machine learning algorithms to quantify the safety of underground mine roofs and sidewalls using audio...
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Saskatoon, Saskatchewan, Canada University of Saskatchewan Full timeJob Summary:The University of Saskatchewan is seeking a highly skilled Postdoctoral Fellow to join our research team in the Department of Mechanical Engineering. 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...
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Saskatoon, Saskatchewan, Canada University of Saskatchewan Full timePostdoctoral Researcher Opportunity in Machine Learning for Mining SafetyWe are seeking a highly motivated Postdoctoral Researcher to join our team at the University of Saskatchewan. The successful candidate will work on developing a Machine Learning algorithm to quantify the safety of underground mine roofs and sidewalls using audio recordings of tool...
