Postdoctoral Researcher in Machine Learning for Mining Safety

1 month ago


Saskatoon, Saskatchewan, Canada https:www.energyjobline.comsitemap Full time
Postdoctoral Researcher Opportunity in Machine Learning for Mining Safety

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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