Mechanical Engineer

4 weeks ago

Saskatoon, Saskatchewan, Canada University of Saskatchewan Full time
Postdoctoral Fellow in Machine Learning for Mining Safety

The 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 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 implement Machine Learning algorithms for analyzing audio data from underground mines
  • Collaborate with industrial partners and funding agencies to ensure project success
  • Conduct regular progress reports and presentations to the research team and stakeholders
  • Contribute to the development of research papers and publications in high-quality journals and conferences
Requirements:
  • PhD in a related field (Mechanical Engineering, Computer Science, or 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 dataset feature engineering and dimensionality reduction
  • 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
  • Python ML programming experience
  • Familiarity with rock mechanics and mine operations
Working Environment:

The work environment will be a typical office, 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.

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