12626 – AI and Machine Learning Program – Research Team Cluster Hiring

Overview

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. Its constant upgrades will further enhance the development and application of machine learning techniques to address complex climate science challenges.

We are building a strong group for the innovative area of AI/ML applied to weather and ocean forecasting, climate simulations and data assimilation and the successful applicant will join a dynamic and internationally networked group at the forefront of the global research.

We are looking for data scientists and software engineers to strengthen the AI/ML capabilities at CMCC, up to four positions are available and the hiring level will be finalized according to the seniority of the successful applicant. These positions will enter our pioneering climate research and adaptation research and applications. 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. Additionally, you will have the chance to collaborate with all three Institutes of CMCC, gaining insights from some of the leading experts in climate research.

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!

To learn more about this opportunity and submit your application, please refer to the following.
We are currently seeking highly qualified and motivated individuals to join our team in the following roles:

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 application 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.

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.
• Comprehensive Welfare package
• Flexible working time as per internal policies.
• Support during the immigration process, if needed.

JUNIOR SCIENTIST (1-2 Positions)
The Senior 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 application 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.
• Extensive knowledge of supercomputing infrastructure.
• 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.

DURATION, COMPENSATION & BENEFITS
• 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.
• Comprehensive Welfare package.
• Flexible working time as per internal policies.
• Support during the immigration process, if needed.

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. You will have the opportunity to develop your expertise and contribute to high-impact projects in a dynamic and collaborative environment.

RESPONSIBILITIES:
• Design, develop, and implement machine learning models using established framework (e.g. PyTorch)
• Experiment with different model architectures and hyperparameters
• Optimize model performance and efficiency
• Prepare and preprocess large datasets for ML models
• Develop data pipelines for efficient processing
• Write clean, efficient, and well-documented Python code
• Develop and maintain ML applications and services
• Integrate ML models into existing software systems
• Stay updated with the latest ML research and techniques
• Implement and adapt state-of-the-art algorithms
• Contribute to research papers or technical blog posts
• Implement distributed computing solutions for large-scale ML tasks
• Work closely with data scientists, software engineers, and product managers
• Present findings and results to technical and non-technical stakeholders
• Participate in code reviews and knowledge sharing sessions
• Set up and maintain ML development environments
• Create technical documentation for ML systems and processes
• Develop training materials for other team members
• Contribute to internal knowledge bases and wikis

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
• Version control systems (e.g., Git)Strong analytical and problem-solving skills.
• Ability to work collaboratively in a team environment.

DURATION, COMPENSATION & BENEFITS
• 3-year contract with the possibility of renewal based on performance review.
• 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.
• Comprehensive Welfare package
• 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, 2025
Join us in shaping the future of AI and ML with the power of supercomputing!

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”.

We will keep your information on file for up to 1 year.

Company:

CMCC Foundation

Qualifications:

Language requirements:

Specific requirements:

Educational level:

Level of experience (years):

Senior (5+ years of experience)

Tagged as: Academia, Clustering, Italy, Machine Learning, NLP