12602 - AI and Machine Learning Program Cluster Hiring

at  CMCC Foundation

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.
To lead this exciting new venture, we are looking for a team leader, a senior scientist, two junior scientists and two software developers to establish a dynamic core group focused on AI/ML. This team will spearhead pioneering climate research and adaptation initiatives. 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:

REQUIREMENTS

• PhD in a relevant field (Climate Science, Machine learning, Economics, Engineering, Math, etc.).
• Proven experience in leading projects and teams.
• Extensive knowledge of AI/ML approaches and technologies.
• Extensive knowledge of High-Performance Computing.
• Extensive knowledge of supercomputing infrastructure.
• Strong publication record in top-tier journals and conferences.
• Excellent leadership, communication, and project management skills.

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.

REQUIREMENTS

• PhD in Climate Science, Computer Science, Machine Learning, Engineering, Math or a related field.
• Familiarity with AI/ML approaches, techniques and tools.
• Familiarity with High-Performance Computing.
• Experience with programming languages such as Python, R, or C++.
• Strong analytical and problem-solving skills.
• Ability to work collaboratively in a team environment.

AI/ML APPLICATION DEVELOPER

We are looking for 2 Application Developers who 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.

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.

TEAM LEADER ROLE

The Team Leader will lead the AI/ML Program, overseeing and coordinating the AI/ML research group. Your leadership will be crucial in driving innovative AI and ML research, fostering collaboration, and ensuring the success of the project. The successful candidate will play a pivotal role in establishing and directing a team of 2-3 Junior Scientists and potentially 7-8 post-doctoral researchers and graduate students.

RESPONSIBILITIES

• Lead and manage a dynamic AI/ML research group, providing strategic direction and guidance.
• Work in close collaboration with the Supercomputer Center team.
• Collaborate with all three CMCC Institutes to integrate AI/ML applications.
• Evaluate research progress and identify opportunities for strategic partnerships.
• Manage and monitor the Program budget.
• Proactively identify and timely address potential issues.
• Promote a positive and collaborative working environment.

SENIOR SCIENTIST ROLE

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.

JUNIOR SCIENTIST ROLE

We are looking for 2 Junior Scientists who will support the AI/ML research initiatives, working closely with senior scientists and the team leader. You will have the opportunity to develop your expertise and contribute to high-impact projects in a dynamic and collaborative environment.

RESPONSIBILITIES

• Assist in the design and implementation of AI/ML experiments.
• Develop and optimize algorithms and models.
• Analyze and interpret data
• Collaborate with team members on research publications.
• Participate in team meetings and contribute to project discussions.

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