Postdoctoral Researcher in Machine Learning for Mining Safety
1 month ago
Primary 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 sidewalls using audio recordings of tool impacts on the surface.
Key Responsibilities:
- Develop and implement machine learning algorithms for analyzing audio data from underground mines
- Collaborate with industrial partners and funding agencies to ensure project deliverables and progress reports are met
- Conduct research and develop new techniques for feature engineering and dimensionality reduction in machine learning
- Lead the development of a published paper in a high-quality journal or peer-reviewed conference
Requirements:
- 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
- Experience with recording and processing of audio data
- Python ML programming experience
- Familiarity with rock mechanics and mine operations
What We Offer:
- A dynamic and collaborative research environment
- Opportunities for professional growth and development
- A competitive salary and benefits package
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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 timeThe University of Saskatchewan is seeking a highly skilled Postdoctoral Researcher in Machine Learning for Mining Safety. 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. This project is a collaboration...
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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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