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Research Engineer Advanced - Artificial Intelligence (AI) & Machine Learning (ML) - (m/f) - SISW - PLM

Job Description

Positiondescription:

The 3D simulation team of Siemens DigitalIndustries Software develops Simcenter 3D, a fully integrated simulationplatform for modeling, simulating and analyzing complex engineering productsand systems. To strengthen its Simcenter 3D RTD team in Leuven, Siemens DigitalIndustries Software is looking for a researcher with a solid background inArtificial Intelligence 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 interact withdifferent research and product management teams and will also seek externalstrategic partnerships in her/his domain of expertise. The candidate will alsocontribute 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:

  • PhD in Engineering, Physics or Mathematics, preferably with some post-doctoral industrial experience involving AI/ML.
  • Strong 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 preferred.
  • Practical 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 plus.
  • Some background on knowledge representation (knowledge graphs, ontologies, ...) is a plus.
  • Good programming and scripting skills are required. Good knowledge of Python is strongly preferred.
  • Knowledge 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 plus.
  • Leadership skills and motivation to help give direction to technology & product roadmap based on a synthesis between market needs, technological capabilities and competitive position.
  • Motivated team player with good interpersonal and strong problem-solving skills
  • Fluent in English
  • Research Engineer Advanced - Artificial Intelligence (AI) & Machine Learning (ML) - (m/f) - SISW - PLM

    Siemens Industry Software NV, Leuven
    Categories: 
    Research Engineer, Engineering
    Degree Level: 
    PhD
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