Intracom SA Telecom Solutions is seeking to hire an Early-Stage Researcher (ESR) for a 3 year full time contract in the context of the Marie Sklodowska Curie Action - Innovative Training Network (MSCA-ITN) project GECKO (Grant agreement ID: 955422), with parallel enrollment into a Ph.D. program at the National Technical University of Athens (NTUA), Greece.
The GECKO project (https://gecko-project.eu/) scope is built around interpretable and explainable Artificial Intelligence (AI) and explores alternative methods to build machine learning (ML) models, drawing on the latest developments in information and social sciences. An inter-disciplinary approach will be adopted to tackle exemplary applications where ML and social science must be considered together, such as sustainable energy and energy efficiency.
The objective of this PhD fellowship is to investigate different, machine learning-guided methodologies for a flexible energy approach towards distributed energy-related assets integration in flexibility markets. The ultimate objective will be to integrate the best approaches into an IT solution that i) aggregates and analyzes data from smart home-related Internet of Things (IoT) platforms and smart devices, therefore establishing a comprehensive basis for precise energy disaggregation, ii) considers the outcome of this analysis along with the household habits and comfort levels towards forecasting the energy demand and flexibility, iii) calculates the available capacity of local storage and the forecasted generation of small-scale (residential) renewable sources, and iv) combines the above outcomes towards determining optimal consumption patterns when sourcing a household’s energy flexibility in flexibility aggregation and management schemes and novel energy markets.
The expected results include:
What is in it for you:
Being part of the GECKO ITN the ESR will have the opportunity to work within a multidisciplinary team, enhance his/her knowledge on machine learning techniques and help addressing urgent energy related needs. Exciting benefits are also part of the program, such as:
Requirements
For this particular position there are some further special requirements concerning eligibility. In particular, at the first date of contractual employment (appointment), the applicant must:
The qualifications of the applicant will be assessed by Intracom Telecom and also by an assessment committee from the National Technical University of Athens (NTUA) for the part related to the enrollment into its Ph.D. progr