12626 - Ai And Machine Learning Program – Research Team Cluster Hiring Lecce

12626 - Ai And Machine Learning Program – Research Team Cluster Hiring
Lecce
Puglia, Lecce

CMCC PositionAI and Machine Learning Program – Research Team Cluster HiringDeadline: January 31st, 2025WHAT WE ARE LOOKING FORIn 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 USCMCC 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 researchOversee the development of new applications using the new computing facility dedicated to machine learning applications in climate researchLeverage existing data and modeling expertise at CMCC to integrate machine learning approaches into ongoing research projectsCollaborate with the team leader and junior scientists on research projectsPublish research findings in high-impact journals and present at conferencesMentor junior scientists and contribute to their professional developmentREQUIREMENTS:PhD in Climate Science, Machine Learning, Economics or a related fieldProven track record of successful research in machine learning applications to either Climate Science, Climate Resilience or Climate EconomicsExperience in leading and managing research teamsStrong publication record in peer-reviewed journalsExcellent communication and collaboration skillsStrategic thinking and problem-solving skillsDURATION, COMPENSATION BENEFITSTenure 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 groupContract and gross annual salary will be based on qualifications and working experience and competitive with major European research centersThe position is based at our headquarters in Lecce, ItalyComprehensive Welfare packageFlexible working time as per internal policiesSupport during the immigration process, if neededJUNIOR 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 researchOversee the development of new applications using the new computing facility dedicated to machine learning applications in climate researchLeverage existing data and modeling expertise at CMCC to integrate machine learning approaches into ongoing research projectsCollaborate with the team leader and junior scientists on research projectsPublish research findings in high-impact journals and present at conferencesMentor junior scientists and contribute to their professional developmentREQUIREMENTS:PhD in Climate Science, Machine Learning, Economics, Engineering, Math or a related fieldProven track record of successful research in machine learning applications to either Climate Science, Climate Resilience or Climate EconomicsExtensive knowledge of AI/ML approaches and technologiesExtensive knowledge of High-Performance ComputingExtensive knowledge of supercomputing infrastructureExperience in leading and managing research teamsStrong publication record in peer-reviewed journalsExcellent communication and collaboration skillsStrategic thinking and problem-solving skillsDURATION, COMPENSATION BENEFITSThe position offers the opportunity for a tenure track or permanent position, contingent upon qualifications and demonstrated contributions to the success of the research groupContract and gross annual salary will be based on qualifications and working experience and competitive with major European research centersThe position is based at our headquarters in Lecce, ItalyComprehensive Welfare packageFlexible working time as per internal policiesSupport during the immigration process, if neededAI/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 frameworks (e. g.

PyTorch)Experiment with different model architectures and hyperparametersOptimize model performance and efficiencyPrepare and preprocess large datasets for ML modelsDevelop data pipelines for efficient processingWrite clean, efficient, and well-documented Python codeDevelop and maintain ML applications and servicesIntegrate ML models into existing software systemsStay updated with the latest ML research and techniquesImplement and adapt state-of-the-art algorithmsContribute to research papers or technical blog postsImplement distributed computing solutions for large-scale ML tasksWork closely with data scientists, software engineers, and product managersPresent findings and results to technical and non-technical stakeholdersParticipate in code reviews and knowledge sharing sessionsSet up and maintain ML development environmentsCreate technical documentation for ML systems and processesDevelop training materials for other team membersContribute to internal knowledge bases and wikisREQUIREMENTS:Master's Degree in Climate Science, Computer Science, Machine Learning, or a related fieldStrong proficiency in PythonExperience with PyTorch frameworkFamiliarity with other ML frameworks like TensorFlow, Keras, or scikit-learnVersion control systems (e. g. , Git)Strong analytical and problem-solving skillsAbility to work collaboratively in a team environmentDURATION, COMPENSATION BENEFITS3-year contract with the possibility of renewal based on performance reviewContract and gross annual salary will be based on qualifications and working experience and competitive with major European research centersThe position is based at our headquarters in Lecce, ItalyComprehensive Welfare packageFlexible working time as per internal policiesSupport during the immigration process, if neededWhy Join Us:Be part of a groundbreaking project dedicated to shaping the future of societyFull Access to state-of-the-art supercomputing resourcesOpportunities for professional growth and developmentCollaborative and innovative work environmentCompetitive salary and benefits packageHow 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!PROTECTED CATEGORYBelonging 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.

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