12807 - Early Career Postgraduate Researcher In Crop Modelling And Machine Learning For Climate[...]

CMCC Position cod.*****Early career postgraduate researcher in crop modelling and machine learning for climate-risk assessment on agricultural systemsDeadline: 23rd, ****WHAT WE ARE LOOKING FORWe are looking for an Early career postgraduate researcher to join our team in conducting crop modelling activities aimed at assessing the impacts of climate change on agricultural systems.The candidates will contribute to support the application of crop models and/or machine learning approaches to evaluate the effects of climate change on agriculture and to identify effective adaptation and mitigation strategies to enhance the resilience and sustainability of agricultural systems.The work will also involve integrating socio-economic indicators to assess climate-related risks in agriculture and food (in)security risk.The positions are based at the Impact on Agriculture, Forests and Ecosystem Services (IAFES) division in Sassari, where the candidates will work in close collaboration with a multidisciplinary team of scientists.ABOUT USCMCC Foundation is a cross-cutting scientific research center on climate change and its interactions with the environment, society, the world of business, and policymakers.Our work aims to stimulate sustainable growth, protect the environment, and develop strategies for the adaptation and mitigation of climate change.CMCC's core objective is to conduct cutting-edge science, to train the next generation of scientists at both national and international levels, and to be a beacon for climate modelling.CMCC pursues fundamental and applied science with utmost scientific integrity, prioritizing data-driven science and providing data, information, and research results that can support informed public debate and decision-making processes.To achieve climate research objectives at the highest international standards, we invest in training all our talents, and strive to create a workplace where everyone can excel.At CMCC you will find a strong, professional environment.Join an inclusive community that values diversity, where every voice is heard and respected.Help foster a culture of innovation and societal change, where individuals from all backgrounds can thrive and succeed.ROLEThe Early career postgraduate researcher candidate will contribute to research activities assessing the impacts of climate change on agricultural systems and identifying adaptation and mitigation strategies.Working under the supervision of CMCC scientists, the candidate will support the implementation of process-based crop models and data-driven methods to simulate crop growth, productivity, and resilience under different climate scenarios.Main tasks include collecting, organizing, and analyzing agronomic and climatic data, calibration and validation of crop models, and contributing to the development of machine learning tools for crop yield prediction and climate-risk assessment.The candidate will also help in integrating model outputs with socio-economic indicators to evaluate agricultural vulnerabilities and support decision-making for sustainable and climate-resilient agriculture.RESPONSIBILITIESCollect data and prepare input for the parameterization and validation of crop models based on measured dataRunning simulations under climate change scenariosSupport the implementation of machine learning models to predict crop yieldCollect data and prepare input to integrate agronomic results with socio-economic indicators for climate-risk and food security assessmentSupport the preparation of technical reports, graphs, and geospatial visualizations.Communicate research outcomes through high-impact publications and presentations at conferences.REQUIREMENTSMaster's degree in Agricultural Science or related disciplinesPreferably some experience (e.g., thesis or internship) in crop modelling and climate data analysisPreferably some expertise in machine learning frameworksPreferably some programming skills in Python, R, or similar languagesBasic experience with geospatial analysis and visualization toolsVery good knowledge of the English language, with strong communication skills for collaboration within a multidisciplinary teamAvailability to travel for limited periodsScientific publications and documented research experience on topics relevant to the present call will be evaluated in the evaluation of candidates.DURATION, COMPENSATION & BENEFITSPlease note that this opportunity will be issued both internally and externally.The appointment period will be initially 12 months, renewable for 12 additional months pending a positive evaluation.The gross annual salary range is ***** to ***** Euros, depending on qualification and working experience.Welfare package, for minimum 12 months contract.Flexible working time as per internal policies.Support during the immigration process, if needed.PROTECTED CATEGORYBelonging to legally protected categories (ex L. *****) will constitute a preferential condition.Some fiscal benefits could be applied for repatriated workers or foreign researchers/professors, having the requirements defined by Dlgs ******** (for repatriates) or Dl ******* (for foreigners).CMCC is an equal-opportunity employer.We evaluate qualified applicants without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, veteran status, age, familial status, and other legally protected characteristics.Please omit from your CV any data you or we might consider discriminatory.This job announcement is an invitation to express interest in the above-mentioned CMCC Position.Applicants responding to this posting declare that they have read, understood and agreed to the Official Rule for the CMCC Personnel recruitment.We will keep your information on file for up to 1 year.#J-*****-Ljbffr