12674 - Machine Learning for Climate Science Specialist

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**CMCC Position cod. 12674**
**Machine Learning for Climate Science specialist**
Deadline: February 18th, 2025 **WHAT WE ARE LOOKING FOR** **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. 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 Together! **ROLE**
- 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. The role requires proficiency in machine learning, data analysis, and atmospherical science, with experience in satellite data processing, high-performance computing, and model validation. **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. The position has been opened within the project “Centro Nazionale PNRR di Ricerca in High Performance Computing, Big Data e Quantum Computing” The project promotes female and youth employment and the reduction of territorial gaps according to art. 47 “promotion of generational and gender equal opportunities for the awarding of public contracts for the implementation of the National Recovery and Resilience Plan (PNRR)”, of the Italian Law Decree no. 77/2021 converted into law no. 108 of 29 July 2021. **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,

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