Research Scientist Position in Machine Learning-augmented PV Monitoring
Location
King Abdullah University of Science and Technology (KAUST)
Description
The KAUST Solar Center is seeking a seasoned Research Scientist for a full-time, fixed term position, initially for two years. The Research Scientist will support a research project that envisions to develop machine learning augmented monitoring of PV fields using drones for Vis/IR image acquisition. The position requires a strong background in photovoltaics with emphasis in PV module reliability, stability, and measurement techniques. We expect hands-on experience with PV system design, PV field equipment, PV field monitoring and PV simulation techniques. Programming experience, particularly Python, is a strong plus. The ability to work independently or as part of a team, as required, is a prerequisite.
Responsibilities
- Develop PV plant inspection and data acquisition routines for drone-based PV monitoring
- Inspect and classify IR images of PV modules for fault detection and characterization
- Retrieve and analyze SCADA data from PV fields
- Feed and maintain PV imaging data base
- Test transferability of established machine learning software and respective hardware
- Foster collaboration and exchange with participating teams
- Compile and present data to team members and collaborators Perform spectroscopic studies of carrier dynamics in emerging semiconductors, specifically metal halide perovskites
- Assist in organizing the logistics for PV field visits
- Work hand in hand with other researchers, solving and troubleshooting operational challenges
Competencies
- Fundamental understanding of photovoltaics at cell, module and system level
- Expert knowledge regarding device performance and failure modes
- Hands-on experience with PV characterization equipment, particularly at PV field level
- Experience in creating and maintaining large data bases
- Experience with SCADA systems and PV farm monitoring
- Programming experience with Python or similar
- Ability to work collaboratively and foster a cooperative work environment
- Strong verbal and written communication skills in English
KAUST benefits for research scientists
KAUST offers a very competitive salary compared to international standards. Additional benefits include housing, medical and dental insurance, K-12 education for dependent children (subject to availability), relocation allowance, and repatriation allowance. The candidate will enjoy the multicultural experience of KAUST located at the shores of the Red Sea, in a state-of-the-art Research Center with outstanding facilities.
Qualifications
- Ph.D. in physics, electrical engineering or other related fields with a specialization in photovoltaics with at least five years of subsequent experience in PV module reliability, PV systems or similar.
- Demonstrated proficiency in all forms of communication, along with solid time management, teamwork and organizational skills.
Application Instructions
Application Deadline: February 28th, 2023
Position Duration: 2 years
Position Start Date: April 1st, 2023
Visit https://apply.interfolio.com/120335 and send your complete application dossier including an up-to-date CV, list of publications, motivation letter, and two recommendation letters
