Ai And Machine Learning Program – Research Team Cluster Hiring

AI and Machine Learning Program – Research Team Cluster HiringEUR 10.000 - 30.000
7 giorni fa
12626 - AI and Machine Learning Program – Research Team Cluster HiringFull Time
Integrating AI and ML in the modeling chain
CMCC Position AI and Machine Learning Program – Research Team Cluster Hiring
Deadline: January 31st, 2025
WHAT WE ARE LOOKING FOR
In recent years, artificial intelligence and machine learning have emerged as a transformative tool in climate research.
As part of our commitment to cutting-edge research, CMCC is launching a groundbreaking Program on Artificial Intelligence and Machine Learning (AI/ML).
This program will focus on predicting the impacts of climate change across various domains, including agriculture, urban systems, coastal areas, and societal sectors.
At the heart of this initiative stands our Super Computing Center, the most powerful computational facility in Italy, and among the best in Europe, exclusively dedicated to climate change research.
We are building a strong group for the innovative area of AI/ML applied to weather and ocean forecasting, climate simulations, and data assimilation.
Up to four positions are available, and the hiring level will be finalized according to the seniority of the successful applicant.
Experience with blockchain methodologies will be an extra asset.
This is a unique opportunity to be at the forefront of technological innovation, contributing to significant global change and turning ambitious visions into reality.
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.
SCIENTIST (1-2 Positions)
The Scientist will play a key role in advancing the research and development activities of the AI/ML Program.
You will leverage the supercomputer's capabilities to push the boundaries of AI/ML applicability, contributing to groundbreaking research and innovation.
RESPONSIBILITIES:
Conduct advanced and interdisciplinary AI/ML research.Oversee the development of new applications using the new computing facility dedicated to machine learning applications in climate research.Leverage existing data and modeling expertise at CMCC to integrate machine learning approaches into ongoing research projects.Collaborate with the team leader and junior scientists on research projects.Publish research findings in high-impact journals and present at conferences.Mentor junior scientists and contribute to their professional development.REQUIREMENTS:
PhD in Climate Science, Machine Learning, Economics, or a related field.Proven track record of successful research in machine learning applications to either Climate Science, Climate Resilience, or Climate Economics.Experience in leading and managing research teams.Strong publication record in peer-reviewed journals.Excellent communication and collaboration skills.Strategic thinking and problem-solving skills.JUNIOR SCIENTIST (1-2 Positions)
The Junior Scientist will play a key role in advancing the research and development activities of the AI/ML Program.
You will leverage the supercomputer's capabilities to push the boundaries of AI/ML applicability, contributing to groundbreaking research and innovation.
RESPONSIBILITIES:
Conduct advanced and interdisciplinary AI/ML research.Oversee the development of new applications using the new computing facility dedicated to machine learning applications in climate research.Leverage existing data and modeling expertise at CMCC to integrate machine learning approaches into ongoing research projects.Collaborate with the team leader and junior scientists on research projects.Publish research findings in high-impact journals and present at conferences.Mentor junior scientists and contribute to their professional development.REQUIREMENTS:
PhD in Climate Science, Machine Learning, Economics, Engineering, Math, or a related field.Proven track record of successful research in machine learning applications to either Climate Science, Climate Resilience, or Climate Economics.Extensive knowledge of AI/ML approaches and technologies.Extensive knowledge of High-Performance Computing.Experience in leading and managing research teams.Strong publication record in peer-reviewed journals.Excellent communication and collaboration skills.Strategic thinking and problem-solving skills.AI/ML APPLICATION DEVELOPER (1-2 Positions)
The Application Developer will support the AI/ML research initiatives, working closely with the other members of the teams to design, implement, and execute the various software applications and their data streams.
RESPONSIBILITIES:
Design, develop, and implement machine learning models using established frameworks (e.g., PyTorch).Optimize model performance and efficiency.Prepare and preprocess large datasets for ML models.Write clean, efficient, and well-documented Python code.Integrate ML models into existing software systems.Stay updated with the latest ML research and techniques.Contribute to research papers or technical blog posts.REQUIREMENTS:
Master's Degree in Climate Science, Computer Science, Machine Learning, or a related field.Strong proficiency in Python.Experience with PyTorch framework.Familiarity with other ML frameworks like TensorFlow, Keras, or scikit-learn.Strong analytical and problem-solving skills.Ability to work collaboratively in a team environment.DURATION, COMPENSATION & BENEFITS Tenure Track/Permanent Position: The position offers the opportunity for a tenure track or permanent position, contingent upon qualifications and demonstrated contributions to the success of the research group.Contract and gross annual salary will be based on qualifications and working experience and competitive with major European research centers.The position is based at our headquarters in Lecce, Italy.Flexible working time as per internal policies.Support during the immigration process, if needed.Why Join Us: Be part of a groundbreaking project dedicated to shaping the future of society.Full Access to state-of-the-art supercomputing resources.Opportunities for professional growth and development.Collaborative and innovative work environment.Competitive salary and benefits package.How to Apply:
Interested candidates should submit their CV, a cover letter, and contact information for three references.
There will be two rounds of application reviews: Applications submitted by November 30, 2024;Applications submitted by January 31, 2025Join us in shaping the future of AI and ML with the power of supercomputing!

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