12674 - Machine Learning For Climate Science Specialist Caserta

12674 - Machine Learning For Climate Science Specialist
Caserta
Campania, Caserta

CMCC Position cod. 12674 Machine Learning for Climate Science Specialist Deadline: February 18th, 2025 What We Are Looking For The Division of Regional Models and geo-Hydrological Impacts (REMHI) at the Institute for Climate Resilience (ICR) is seeking 2 Machine Learning for Climate Science specialists to support the design, development, and deployment of AI-driven applications for climate research. This role focuses on leveraging machine learning techniques to perform data-driven climate analysis at very high spatial and temporal resolution, as well as monitoring and nowcasting of severe weather events using satellite data. About Us CMCC 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. ROLE The Machine Learning for Climate Science specialist will work closely with the REMHI team to support AI-driven climate science applications. Responsibilities include: Downscaling Climate Data: Developing algorithms to downscale climate data for more accurate predictions and analyses Monitoring and Nowcasting Atmospheric Events: Implementing systems for the real-time prediction of atmospheric events, including extreme weather Product Validation: Validating AI-driven products using simulated models and observations to ensure reliability and accuracy Responsibilities The Machine Learning for Climate Science specialist will support the REMHI Division, with: Algorithm Development: Develop and improve AI algorithms for downscaling climate data System Design and Implementation: Design and deploy systems for real-time prediction (nowcasting) of weather events Utilize satellite data and machine learning for event detection and forecasting Data Processing: Process and analyze satellite data for climate predictions and nowcasting systems Handle large datasets for machine learning and climate analysis High-Performance Computing (HPC): Optimize software and algorithms to run efficiently on HPC infrastructure Requirements Ph. D. or Master's degree in Computer Science, Computer Engineering, or a related field Experience in Data Science, Machine Learning, Deep Learning, and AI for geospatial data and climate science Proficiency in Python and scientific libraries (e. g. , xarray) Experience with PyTorch Basic understanding of high-performance computing (HPC) for large-scale model training Experience in data preprocessing and model evaluation Ability to work independently and as part of a team Good communication skills in English Duration, Compensation & Benefits Please note that this opportunity will be issued both internally and externally. The Developers will be based in Caserta CMCC office The appointment period will be initially of n°12-24 months starting from March 2025, renewable for n°12 months additional months pending a positive evaluation. The gross annual salary range is from 25 to 35K Euros, depending on qualification and working experience Welfare package, for a minimum of 12 months contract Flexible working time as per internal policies Support during the immigration process, if needed PROTECTED CATEGORY Belonging to legally protected categories (ex L. 68/99) will constitute a preferential condition. Some fiscal benefits could be applied for repatriated workers or foreign researchers/professors, having the requirements defined by Dlgs 147/2015 (for repatriates) or Dl 78/2010 (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 J-18808-Ljbffr