12638 -Scientific Software Developers applied to Machine Learning

3 settimane fa

Lecce, Puglia, Italia CMCC Foundation A tempo pieno

CMCC Position cod. 12638
2 Scientific Software Developers applied to Machine Learning
Deadline: February 28th, 2025

WHAT WE ARE LOOKING FOR
Our Advanced Scientific Computing (ASC) Division is looking for 2 Scientific Software Developers for machine learning applications responsible for supporting the division in the design, development, and deployment of AI-based applications for climate science.

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.

ROLE
The Scientific Software Developers applied to Machine Learning report to the ASC Director and are responsible for supporting the division in all the stages related to the design, development, deployment and documentation of AI-based solutions for climate science, related to extreme event, foundation model and downstream applications. The developers will also be responsible for the execution of the developed model on distributed/parallel architectures.

RESPONSIBILITIES
The Scientific Software Developers applied to Machine Learning will support the ASC division, with:

  • Design and development of AI-based applications for climate science including the different steps of the workflow: e.g., data preparation, large ML model design and optimization, results evaluation and post-processing;
  • Deployment the developed ML models on GPU-based infrastructures also exploiting software platforms for automating and optimizing their execution;
  • Drafting of scientific reports and technical documentation related to the implemented AI-based solutions.

REQUIREMENTS

  • M.Sc. degree in Computer Science, Computer Engineering or equivalent fields;
  • Good knowledge of Data Science (DS), Machine Learning (ML) and Deep Learning (DL) fundamentals;
  • Demonstrated experience in programming with Python and knowledge of Python scientific libraries and tools (i.e., numpy, pandas, matplotlib, Jupyter notebooks);
  • Relevant experience with at least one DL framework (e.g., TensorFlow, Keras, PyTorch, Lightining);
  • Fluency in both written and spoken English language;
  • Ability to work in a team and independently.

ADDITIONAL SKILLS

  • An added value would be the experience with climate science-related data formats (e.g., NetCDF or Zarr) and Python libraries (e.g., Xarray, cartopy);
  • Experience with version control system tools (i.e., Git/GitHub) and MLOps solutions (e.g., MLFlow);
  • Knowledge of HPC and distributed environments, as well as training massive DL models with such environments;
  • Flexibility to work on a diverse range of tasks and to manage deadlines;
  • Contributing to scientific paper production.

DURATION, COMPENSATION & BENEFITS

  • The developers will be based in Lecce CMCC office;
  • Contract and gross annual salary will be based on qualifications and working experience;
  • Welfare package;
  • Flexible working time as per internal policies;
  • Support during the immigration process, if needed.

PROTECTED CATEGORY
Belonging to legally protected categories (ex L. 68/99) will constitute a preferential condition. 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.

Applicants responding to this posting declare that they have read, understood and agreed to the "Official Rule for the CMCC Personnel recruitment

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