Research Engineer Advanced - Artificial Intelligence (AI) & Machine Learning (ML) - (m/f) - SISW - PLM
4 dagen geleden
source : Experteer

Position description : The 3D simulation team of Siemens Digital IndustriesSoftware develops Simcenter 3D, a fully integrated simulation platform formodeling, simulating and analyzing complex engineering products and systems.

Tostrengthen its Simcenter 3D RTD team in Leuven, Siemens Digital IndustriesSoftware is looking for a researcher with a solid background in ArtificialIntelligence and, more specifically, in Machine Learning.

The main role of the candidate will be to bringtogether AI technologies from different Siemens teams in softwaretoolsets / demonstrators and to run applications for the different Simcenter 3Dproduct lines.

She / he will have a key role in defining the technology roadmaprelated to AI / ML for Simcenter 3D; to this end, the candidate will interactwith different research and product management teams and will also seekexternal strategic partnerships in her / his domain of expertise.

The candidatewill also contribute to the execution of externally funded research projects.The work is challenging and highlymultidisciplinary, since the candidate will work across different teams todevelop AI-based technologies for different kinds of problems (structural,material characterization, acoustics, flow, thermal, motion, ).

Candidate requirements : MSc in Engineering, Physics or Mathematics. A PhD degree is preferred, but candidates without a PhD but with several years (preferably 5 years) of relevant experience in a position involving Machine Learning will also be consideredFor all candidates, some industrial experience involving AI / ML is a plusStrong background in Machine Learning and Deep Learning, both theoretical and practical.

Solid knowledge of at least one widely used ML library such as TensorFlow is preferredPractical experience in applying Machine Learning (including Neural Networks) to different domains (preferably mechatronics and / or mechanical engineering, but this is not essential)Experience with Physics-Informed Neural Networks (PINN) is a strong plusSome background on knowledge representation (knowledge graphs, ontologies, .

  • is a plusGood programming and scripting skills are required. Good knowledge of Python is strongly preferredKnowledge of the Finite Element Method or other methods for solving Partial Differential Equations is a plus.
  • Experience with simulation software and Computer-Aided Engineering is also a plusLeadership skills and motivation to help give direction to technology & product roadmap based on a synthesis between market needs, technological capabilities and competitive positionMotivated team player with good interpersonal and strong problem-solving skillsFluent in EnglishOrganization : Digital IndustriesCompany : Siemens Industry Software NVExperience Level : Experienced ProfessionalJob Type : Full-time

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