Post Doc Research Fellow-Advanced Environmental Health & Safety Research Initiative
- Employer
- University of North Dakota
- Location
- Grand Forks, ND
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- Faculty Jobs
- Engineering & Mathematics, Civil & Environmental Engineering, Science & Technology, Environmental Science & Sustainability
- Administrative Jobs
- Institutional & Business Affairs, Auxiliary Services
- Position Type
- Postdoc
- Employment Type
- Full Time
- Institution Type
- Four-Year Institution
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Position Information: DescriptionThe Data Analytics Research Group within the Department of Petroleum Engineering at the University of North Dakota is seeking a highly motivated post-doctoral fellow to work with Dr. Rabiei to advance understanding and facilitate continuous improvement of environmental compliance framework in the oil and gas industry, utilizing innovative data-driven intelligent solutions. This is a full-time position, with an initial appointment of 12 months, starting immediately. Appointment may be extended depending upon satisfactory progress in the first year and availability of funding.Duties & ResponsibilitiesThe post-doctoral fellow is expected to work both independently and collaboratively with graduate students within the group to:
- Analyzing the current oil and gas regulatory framework to determine potential overlaps, conflicts, and gaps in the regulations and identify critical knowledge gaps to address compliance issues.Creating and conducting surveys and interviews with stakeholders to identify the most prominent data-related challenges within the regulatory and compliance procedures. Assist in the development of an integrated data infrastructure for systematic data collection, processing and assimilation necessary for the research.Assess and demonstrate the viability of data-driven approaches for root-cause analysis and predictive analytics for compliance optimization. Develop novel machine learning and deep learning tools for predictive maintenance models, integrating engineering, regulatory and economic determinants.Contribute in writing and submitting research publications within the group.Develop innovative ideas for research proposals and assist in writing competitive grants. Assist in the development of interdisciplinary graduate courses and seminars.
- Must have excellent teamwork and communication skills with strong interests in the research topic.
- Must have a Ph.D. in an engineering field (preferably petroleum, chemical, industrial, civil and mechanical engineering) with prior experience in the oil and gas industry. Professional experience in the oil and gas industryMust have practical experience in at least one of the ML software such as R, Python or MATLABSuccessful completion of criminal history records check.
- Strong academic and/or professional experience in data scienceKnowledge and experience in industrial regulatory affairsKnowledge and experience in HSE compliance analysis
- Letter of InterestResume/CVContact Information for 3 references
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