AI-Entwickler für computergestützte Geometrie und CAD-Tools
Vor 7 Tagen
Code number 4357
JOB LOCATION: BERLIN
Join us to shape the future of AI-driven product development.
As an AI Developer in computational geometry and CAD, you will help pioneer a novel programming paradigm for parametric and implicit geometry. Your work will support the development of an AI foundation model for turbomachinery by building scalable geometry frameworks, simulation pipelines, and training datasets.
- Design and implement a geometry framework for turbomachinery components (e.g., turbine blades) enabling high-fidelity parametric modeling.
- Build and maintain large-scale geometry datasets with proper schema, metadata, versioning, and IP compliance.
- Explore and implement geometry representations (CAD kernels, field models, meshes, point clouds) for robust AI training and validation.
- Automate multi-physics simulations (CFD/CHT/FEA) to generate physics-based labels and performance metrics for ML models.
- Develop surrogate and reduced-order models for thermal and structural performance, enabling optimization and digital twin applications.
- Implement scalable HPC pipelines (job arrays, CI/CD, containerization) for high-throughput simulation workflows.
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YOUR QUALIFICATIONS- PhD in Mechanical or Aerospace Engineering, Computer Science, or similar – with focus on geometry processing, CAD/CAE, or thermo-fluids.
- Strong understanding of internal cooling for turbine blades (e.g., serpentine channels, impingement, film cooling) and basic CHT principles.
- Proficient in Python and C/C++; experienced with Linux, GitLab, and CAD/CAE automation via APIs (e.g., NX Open, Star-CCM+).
- Skilled in AI/ML for geometry/physics (e.g., mesh/graph neural networks, diffusion models, surrogate modeling).
- Familiarity with CFD, CHT, and FEA workflows, including automation and validation.
- Strong communication skills and enthusiasm for interdisciplinary collaboration.
- Powering the Future – Contribute to innovative and sustainable projects in the energy and plant engineering sectors.
- Responsibility & Flat Hierarchies – We value your expertise and offer you real autonomy in your role.
- Personal Growth – We support your development through training, continuing education, and internal career opportunities.
- Attractive – Flexible working hours, competitive compensation with holiday and Christmas bonuses, health & fitness offers, and regular team events.
- Team Spirit & Strong Values – Join a committed team built on respect, collaboration, and sustainability. A structured onboarding process ensures you feel welcome and set up for success from day one.
INP ist eine inhabergeführte Ingenieurgesellschaft mit über 35 Jahren Erfahrung und mehr als 700 Mitarbeitenden weltweit. Wir realisieren zukunftsweisende Projekte in der Energiewirtschaft, im Kraftwerks- und Großanlagenbau. Mit Leidenschaft und Expertise begleiten wir unsere Projekte von der ersten Konzeptidee bis zur erfolgreichen Inbetriebnahme.
Werden Sie Teil eines dynamischen Teams und gestalten Sie gemeinsam mit uns die Energiewende Bei uns haben Sie die Möglichkeit, Ihre Ideen einzubringen und aktiv an spannenden Herausforderungen zu arbeiten.
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