.Función: Machine Learning models development related to Structural Monitoring, analysis of composite structures through FEM and discrete-time advanced signal processing.Empresa: UNIVERSIDAD POLITECNICA DE MADRIDNo de Plazas: 1Referencia: HRS2024/458Publicada el: 10/10/2024Publicada hasta el: 15/12/2024Tipo de Contrato: IndefinidoDedicación: Sin especificarRemuneración Bruta (euros/año): 35.000Localidad: MadridProvincia: MadridDisponibilidad para viajar: Sin especificarFecha de Incorporación: 15/01/2024Fecha de Finalización: 2 yearsNivel Académico:DoctorTitulación Académica:Ingeniería Informática (Titulación Universitaria)IngenieríaÁreas tecnológicas:V- Tecnologías de la Información y las ComunicacionesIdiomas:Idioma: InglésNivel Lectura: AltoNivel Escrito: AltoNivel Conversación: AltoIdioma: EspañolNivel Lectura: MedioNivel Escrito: MedioNivel Conversación: MedioHABILIDADES-CUALIFICACIONES/SKILLS-QUALIFICATIONS:We are looking for a motivated, creative, inquisitive and innovative candidate with the following qualifications:PhD degree within the fields of mechanical, telecommunications or aeronautics.Programming skills in Python, also valuable Matlab and C. Demonstrable experience with Linux OS.Experience in advanced signal processing, statistical analysis and machine learning.Good communication skills, excellent written and spoken English.REQUERIMIENTOS ESPECIFICOS/SPECIFIC REQUIREMENTS:Valuable requirements: Finite Element Method applied to structural mechanics problems; Knowledge on AI frameworks such as TensorFlow, Keras or PyTorch.BENEFICIOS/BENEFITS:The candidate will join the "RAPIDO" project team, collaborating in the following tasks: development and integration of synthetic signal generation; development and training of machine learning models for damage detection, localization and quantification; development and implementation of the "digital twin" for Condition Based Maintenance (CBM) of structures. The candidate would be integrated into a multidisciplinary group with several years' experience in the related topics and he/she would attend national or international conferences from the second year of the contract.Contract Length: temporary, 2 years.Location: Madrid, Universidad Politécnica de Madrid, Campus Sur. Possibility of research stay 6-9 months at BSC-CNS Barcelona.Annual gross salary: 35.000€.Work-Life Balance and Flexibility with very flexible work schedules.CRITERIOS Y PROCESO DE SELECCION/ELIGIBILITY CRITERIA AND SELECTION PROCESS:The selection process will adhere to the principles of Open, Transparent, and Merit-based Recruitment (OTMR) as outlined in the European Charter for Researchers. Technical and personal interviews will be conducted to assess both technical suitability and alignment with the organization's values and principles. PhD degree in engineering (mechanical, aeronautical, telecommunications, computer science) is required