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Senior Data Scientist

Ayesa Digital

ppEvery professional in our company is essential. Thanks to their talent, we continue to expand: today, we are a global team of more than 11,000 people working toward a shared mission. /ppAyesa Digital is currently participating in high-impact European Union projects designed to address major European challenges and drive science and innovation. These strategic technological initiatives stand out for their international scope and strong commitment to socially oriented results. /ppWe are looking for a highly experienced bSenior Data Scientist /b to support the development and evolution of advanced environmental and hydrological modelling solutions within a leading international research environment. /ppThe successful candidate will contribute to the continuous development of bLISFLOOD /b, the European Commission's open-source hydrological model, with a strong focus on scientific computing, machine learning integration, high-performance computing, and large-scale environmental data processing. This role offers the opportunity to collaborate with international research teams and contribute to innovative solutions supporting flood forecasting, drought monitoring, climate change impact assessment, and disaster risk management. /ph3Key Responsibilities /h3ulliFurther develop, maintain and deploy the open-source hydrological model LISFLOOD and its associated data processing tools. /liliImprove model input/output processes, scalability and performance across High Performance Computing (HPC) infrastructures. /liliDesign and implement machine learning solutions to enhance hydrological modelling capabilities. /liliDevelop machine learning-based surrogates and neural network approaches for parameter estimation, model regionalization and calibration. /liliSupport calibration activities of hydrological models at European and global scale. /liliConduct software testing activities, improve unit testing frameworks and contribute to code quality initiatives. /liliMaintain and manage scientific data repositories, including meteorological forcing datasets and static geographical datasets. /liliSupport the integration and merging of multiple LISFLOOD versions into the master codebase. /liliDevelop and improve tools for preparing, processing and analysing hydrological model input and output data. /liliProvide technical support and guidance to users and project teams working with LISFLOOD and related technologies. /liliSupport deployments on institutional infrastructures and EuroHPC environments. /liliProduce technical documentation, user guides and project deliverables while collaborating with multidisciplinary teams and stakeholders. /liliCommunicate model behaviour, results and limitations clearly to both technical and non-technical audiences. /li /ulh3What we are looking for /h3pRequired Qualifications /pulliMaster's degree or equivalent higher education qualification (EQF Level 7). /liliMinimum 15 years of professional experience in IT, software engineering, data science or related fields. /liliFluent English and Italian language skills, both written and spoken (minimum B2 level). /liliSpecialization certificate in Deep Learning. /li /ulpTechnical Expertise /pulliAt least 6 years of hands-on experience developing software solutions in bPython /b. /liliAt least 6 years of experience in code delivery, software maintenance and unit testing practices. /liliAt least 4 years of experience applying bMachine Learning /b frameworks and technologies. /liliAt least 4 years of experience working with scientific data formats, particularly bnetCDF /b. /liliStrong experience maintaining and enhancing open-source software projects. /liliAdvanced knowledge of scientific Python libraries including bNumPy, Pandas, Xarray and Numba /b. /liliProven experience with bPyTorch /b and bKeras /b for Deep Learning applications. /liliExpertise using bNeural Hydrology /b for hydrological machine learning applications. /liliExperience working with the bOS LISFLOOD /b hydrological modelling framework. /liliSolid understanding of containerization technologies such as bDocker /b. /liliExperience operating within High Performance Computing environments, including bEuroHPC /b platforms. /liliKnowledge of source code management and issue tracking tools. /li /ulh3What We Offer: /h3ulliPrestigious projects within European institutions. /liliInternational, innovative, and multicultural environments. /liliContinuous support from a team of experts in EU projects. /li /ulpIf you are ambitious, enthusiastic, and seeking a new professional challenge in international projects with real-world impact, bthis is the place for you! /b /ppIn accordance with Organic Law 3/2007 of March 22, the company is committed to promoting the defense and effective application of the principle of equality between men and women, preventing any type of labor discrimination based on sex, and guaranteeing equal entry opportunities. xysqume Furthermore, we promote diversity and reject any discrimination based on race, gender, functional diversity, religion, sexual orientation, gender identity, or any other personal or social condition, striving to build an inclusive and enriching environment. /p /p #J-18808-Ljbffr

Offerta di lavoro pubblicata 12 ore fa
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