Mechanical Engineer-Mining Specialist
2 months ago
Postdoctoral Fellow, Mechanical Engineering (Machine Learning in Mining)
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 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:
The Postdoctoral Fellow will be responsible for:
• Developing and optimizing a Machine Learning algorithm to predict whether an audio recording is drummy (unsafe) or tight (safe)
• Collaborating with a student who is currently taking the recordings and other students working on other projects
• Producing regular progress reports to their supervisor and industrial partners
Requirements:
The successful candidate must have:
• A degree 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
Preferred Qualifications:
The ideal candidate will have:
• Experience with recording and processing of audio data
• Python ML programming experience
• Familiarity with rock mechanics and mine operations
What We Offer:
The University of Saskatchewan offers a competitive salary and benefits package, as well as the opportunity to work in a dynamic and collaborative research environment. The successful candidate will also have the opportunity to work with a diverse team of researchers and students, and to contribute to the development of innovative solutions for the mining industry.
How to Apply:
Applications should include a cover letter, curriculum vitae, and contact information for three professional references. Please submit your application to [insert contact information].
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Saskatoon, Saskatchewan, Canada University of Saskatchewan Full timeJob Title: We are seeking a highly skilled Postdoctoral Fellow to join our research 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. Primary Responsibilities:...
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