Lavori attuali relativi a 12789 - Early Career Postdoctoral Researchers - Data Analyst - Behavioral Inference And Machine Learning For Global Water Systems - Milano - Cmcc Foundation
-
12789 - Early Career Postdoctoral Researchers
1 settimana fa
Milano, Italia CMCC Foundation A tempo pieno**CMCC Position cod. 12789** **Early career postdoctoral researchers** Deadline: January 31st, 2025 **WHAT WE ARE LOOKING FOR** We are seeking two highly motivated and talented early-career Postdoctoral Researchers with a strong background in environmental modelling, data science, or related fields to join the interdisciplinary team at the CMCC Foundation...
-
Developer in machine learning
3 settimane fa
Milano, Italia Hunter Bond A tempo pienoWe're partnering with an ambitious, early-stage quantitative investment firm that's quietly assembling a world-class engineering and research team. Backed by experienced founders and operating at the intersection of markets, data, and machine intelligence, this fund is building high-performance trading systems across equities, crypto, and futures. They're...
-
12790 - Early Career Post Graduate Researchers
1 settimana fa
Milano, Italia CMCC Foundation A tempo pieno**CMCC Position cod. 12790** **Early career post graduate researchers - Civil, Environmental and Geo Engineer - Climate-Water-Energy Modelling and System Resilience** Deadline: November 15th, 2025 **WHAT WE ARE LOOKING FOR** We are seeking two highly motivated and talented recent early career post graduate researchers in Environmental Engineering, Computer...
-
Machine Learning Data Scientist
2 settimane fa
milano, Italia Aresys A tempo pienoJoin to apply for the Machine Learning Data Scientist role at AresysJoin to apply for the Machine Learning Data Scientist role at AresysDescriptionARESYSPublished15 June 2025LocationMilan, ItalyCategoryEngineeringJob TypeFull-timeDescriptionARESYS is a R&D oriented company with almost 20 years of history in the field of Remote Sensing and Sensor Networks...
-
Machine Learning Data Scientist
4 giorni fa
Milano, Italia Aresys A tempo pienoJoin to apply for the Machine Learning Data Scientist role at AresysJoin to apply for the Machine Learning Data Scientist role at AresysDescriptionARESYSPublished15 June ****LocationMilan, ItalyCategoryEngineeringJob TypeFull-timeDescriptionARESYS is a R&D oriented company with almost 20 years of history in the field of Remote Sensing and Sensor Networks...
-
Senior Machine Learning Engineer
2 giorni fa
milano, Italia Skillvue A tempo pienoRole overviewYou will own end-to-end ML systems: model training, fine-tuning, deployment, monitoring, and cost/performance optimization. Partner closely with organizational psychologists, people scientists, and software engineering to productionize LLMs, real-time conversational agents, and ML pipelines. You will report to the Head of AI & Science and drive...
-
Junior Research
4 giorni fa
Milano, Italia Ion A tempo pienoJoin to apply for theJunior Research & Data/AI Engineerrole atIONAbout ION And Our Research MissionAt ION, research is not separate from product — it is the engine of innovation.Our mission is to transform the world of financial and economic intelligence through rigorous, data-driven research embedded directly in product development.ION's Core Banking and...
-
Machine Learning Engineer
3 settimane fa
Milano, Italia ING Group A tempo pienoMachine Learning Engineer Our team applies advanced analytics—including machine learning, quantitative algorithms, and data mining techniques—to deliver business insights and solve complex problems across the organization. We are actively involved throughout the entire lifecycle, from initial design to final implementation. Our stakeholders span all...
-
Machine Learning Engineer
2 giorni fa
milano, Italia ING Group A tempo pienoMachine Learning EngineerOur team applies advanced analytics—including machine learning, quantitative algorithms, and data mining techniques—to deliver business insights and solve complex problems across the organization. We are actively involved throughout the entire lifecycle, from initial design to final implementation. Our stakeholders span all areas...
-
Machine Learning Engineer
6 giorni fa
Milano, Italia ING Group A tempo pienoMachine Learning Engineer Our team applies advanced analytics—including machine learning, quantitative algorithms, and data mining techniques—to deliver business insights and solve complex problems across the organization. We are actively involved throughout the entire lifecycle, from initial design to final implementation. Our stakeholders span all...
12789 - Early Career Postdoctoral Researchers - Data Analyst - Behavioral Inference And Machine Learning For Global Water Systems
8 ore fa
CMCC Position cod. *****Early career postdoctoral researchersData Analyst – Behavioral Inference and Machine Learning for Global Water SystemsDeadline: January 31st, ****WHAT WE ARE LOOKING FORWe are seeking two highly motivated and talented early-career Postdoctoral Researchers with a strong background in environmental modelling, data science, or related fields to join the interdisciplinary team at the CMCC Foundation – Centro Euro-Mediterraneo sui Cambiamenti Climatici, based in Milan, Italy.The successful candidates will contribute to the development and application of innovative data-driven approaches to understand and simulate human behaviour within global water systems.The positions will focus on inferring behavioural patterns from large-scale observational datasets, with particular attention to reservoir operations, water abstraction practices, and the socio-economic drivers of sectoral water use. By applying advanced machine learning techniques, the researchers will reconstruct decision-making processes underlying water resource management and reveal the spatiotemporal dynamics of demand and infrastructure behaviour across global scales.By integrating these behavioural insights into next-generation global hydrological and energy system models, the research will contribute to a more behaviourally realistic and climate-sensitive representation of water use and management — essential for planning resilient and sustainable futures.These positions offer a unique opportunity to work at the intersection of artificial intelligence, hydro-climatic sciences, and environmental systems analysis, within a dynamic and international research environment. The candidates will play a key role in advancing scalable behavioural representations in Earth system models, fostering actionable insights for global sustainability challenges.Through the integration of techniques such as feature extraction, explainable AI, clustering, transfer learning, and reinforcement learning, the researchers will extract behavioural insights from global-scale data on water use and infrastructure, reconstruct implicit decision rules governing water management, and assess their impacts under changing hydro-climatic and socio-economic conditions.ABOUT USCMCC Foundation is a cross-cuttingscientificresearch 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.The European Institute in Economics and the Environment (EIEE) is one of the three institutes of CMCC. It was established in **** in a trans-Atlantic partnership with Resources for the Future (RFF). It is one of the leading research centers on climate economics, featuring a diverse and international team of economists and natural scientists.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.Over the last decade, CMCC has experienced extraordinary growth. We are now embarking on a new chapter of our journey that will further boost CMCC's global position in climate change research...TogetherTo learn more about this opportunity and submit your application, please refer to the following:ROLEThe successful candidates will work within the European Institute on Economics and the Environment (EIEE), one of the three CMCC Institutes. EIEE stands at the intersection of environment and economics, evaluating sustainable and socially inclusive strategies to combat climate change and other major environmental challenges. EIEE is committed to improving environmental, energy, and natural resource decisions through impartial socio-economic research and policy engagement. EIEE is a central hub for research insights and policy solutions, within Europe and internationally.RESPONSIBILITIESThe selected candidates will:Reconstruct and analyze spatiotemporal patterns in global water use, across domestic, agricultural, and energy sectors, using large datasets and machine learning.Apply AI to infer reservoir operating rules and other management decisions from observational data.Develop behaviorally realistic representations of water management decisions, to improve simulation of water demand and allocation under dynamic conditions.Contribute to the estimation of water-related energy generation potential (hydropower and thermoelectric) and the development of sustainability indicators, including withdrawal limits and scarcity risk metrics.Collaborate with interdisciplinary teams and integrate behavioral components into large-scale simulation models.Publish research in high-impact journals and contribute to dissemination through conferences and stakeholder engagement.Contribute to the objectives of the EIEE Institute.REQUIREMENTSRequired qualifications:PhD inEnvironmental Engineering, Computer Science, Data Scienceor related fields.Proven experience inmachine learninganddata-driven modeling, including time-series and geospatial data analysis.Proficiency in Python, with familiarity with libraries for data processing (e.g. xarray, pandas), machine learning (e.g. scikit-learn, tensorflow) and geospatial analysis (e.g. geopandas, pyproj, cartopy).Knowledge of water systems and human-environment interactions, particularly in water infrastructure management.Excellent analytical and problem-solving skills.Fluency in English (spoken and written).Preferred qualifications:Experience with hydrological or Earth system modeling frameworks.Strong communication skills and ability to work in multidisciplinary teams.Experience in international research proposal writing.DURATION, COMPENSATION & BENEFITSThe positions will be based in Milan CMCC office.The appointment period will be initially 24 months, renewable pending a positive evaluation.Contract and gross annual salary will be based on qualifications and working experience competitive with major research centers in Europe.Welfare package, for minimum 12 months contract.Flexible working time as per internal policies.Support during the immigration process, if needed.Tax benefits for individuals relocating to Italy: Individuals of any nationality who move their residence to Italy may be eligible for substantial income tax reductions under the "Rientro dei Cervelli" (Return of Brains) scheme, available for up to five years.Professional development: Support for international conference travel, training, and potential PhD enrollmentCollaborative environment: Work with global experts in climate, energy, and economic modelingPlease note that this opportunity will be issued both internally and externally.Interviews will begin one month after the opening of the job call and will continue until the position is filled.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 .We will keep your information on file for up to 1 year.
