Fraunhofer-Gesellschaft
Wissenschaftler:in KI Simulationen & generative Designs(m/w/x)
Vollzeit/TeilzeitBefristeter Vertragmit HomeofficeKeine Angabe
Berlin
Neuer Job?Nejo!
Dein persönlicher KI-Karriere-Agent
FRFraunhofer Institute for Telecommunications, Heinrich Hertz Institute HHI
Research Scientist in AI-driven Simulations & Generative Design(m/w/x)
Berlin
Vollzeit, Teilzeitmit Homeoffice
AI/ML
Nejo KI-Zusammenfassung
Applying generative methods for engineering problems with novel model architectures. Master's degree and Python with PyTorch/JAX experience required. 30 vacation days, performance bonuses.
Anforderungen
- Master's degree (or equivalent) in Computer Science, Physics, Mathematics, Engineering, or related field
- Strong programming skills in Python
- Experience with PyTorch and/or JAX
- Strong interest in engineering problems
- Motivation to explore new application domains
- Experience with HPC infrastructure
- Experience with collaborative tools (Git)
- Hands-on experience with modern generative models (diffusion models, flow matching)
- Solid understanding of theoretical foundations of generative methods
- Experience implementing generative models for non-standard data types
- Experience in AI for Design
- Solid theoretical foundations in partial differential equations and numerical methods
- Strong knowledge and experience with ML-based simulation methods (PINNs, Neural Operators)
- Practical experience with system identification methods (SINDy, PySR)
- Publications, conference presentations, or other scientific activities
- Ability to work independently
- Ability to work collaboratively in a structured manner
- Excellent written and spoken English skills
- On-site availability
- Detailed transcript of records
- Cover letter
Aufgaben
- Conduct and publish research independently
- Develop and implement novel model architectures
- Co-supervise Bachelor's and Master's students
- Present at international conferences and workshops
- Apply generative methods for engineering problems
- Advance physics-informed learning for engineering
- Generate complex technical systems intelligently
- Simulate complex technical systems intelligently
Ausbildung
- Master-Abschluss
Sprachen
- Englisch – verhandlungssicher
Tools & Technologien
- Python
- PyTorch
- JAX
- Git
- Generative AI
- diffusion models
- flow matching
- AI for Design
- ML-based simulations
- PINNs
- Neural Operators
- system identification methods
- SINDy
- PySR
Benefits
Flexibles Arbeiten
- Flexible working hours
Mehr Urlaubstage
- 30 vacation days
Betriebliche Altersvorsorge
- Pension plan
- Employee savings scheme
Boni & Prämien
- Performance-based bonuses
Sonstige Zulagen
- Conference participation
- PhD support
Lockere Unternehmenskultur
- Open and collaborative work atmosphere
Weiterbildungsangebote
- Training programs
Gesundheits- & Fitnessangebote
- Health programs
- Sports programs
Mitarbeiterrabatte
- Employee discounts
Öffi Tickets
- Subsidized public transport
Familienfreundlichkeit
- Family-friendly offerings
- Parent-child office
Kinderbetreuung
- Emergency childcare
Team Events & Ausflüge
- Recreational activities
Die Originalanzeige dieses Stellenangebotes in der aktuellsten Version findest du hier. Nejo hat diesen Job automatisch von der Website des Unternehmens Fraunhofer Institute for Telecommunications, Heinrich Hertz Institute HHI erfasst und die Informationen auf Nejo mit Hilfe von KI für dich aufbereitet. Trotz sorgfältiger Analyse können einzelne Informationen unvollständig oder ungenau sein. Bitte prüfe immer alle Angaben in der Originalanzeige! Inhalte und Urheberrechte der Originalanzeige liegen beim ausschreibenden Unternehmen.
Noch nicht perfekt?
- Aumovio
Master Thesis - Metric-Guided Diffusion Models for High-Fidelity In-Cabin Synthetic Data Generation(m/w/x)
VollzeitPraktikummit HomeofficeBerlin - Merantix Momentum
Machine Learning Engineer - Talent Pool(m/w/x)
Vollzeitmit HomeofficeBerufserfahrenBerlin - Helsing
AI Research Engineer - Reinforcement Learning(m/w/x)
Vollzeitmit HomeofficeBerufserfahrenMünchen, Berlin - Alexander Thamm GmbH
Senior Generative AI Engineer(m/w/x)
Vollzeitmit HomeofficeSeniorMünchen, Frankfurt am Main, Berlin, Leipzig, Essen, Nürnberg
FRFraunhofer Institute for Telecommunications, Heinrich Hertz Institute HHI
Research Scientist in AI-driven Simulations & Generative Design(m/w/x)
Berlin
Vollzeit, Teilzeitmit Homeoffice
AI/ML
Nejo KI-Zusammenfassung
Applying generative methods for engineering problems with novel model architectures. Master's degree and Python with PyTorch/JAX experience required. 30 vacation days, performance bonuses.
Anforderungen
- Master's degree (or equivalent) in Computer Science, Physics, Mathematics, Engineering, or related field
- Strong programming skills in Python
- Experience with PyTorch and/or JAX
- Strong interest in engineering problems
- Motivation to explore new application domains
- Experience with HPC infrastructure
- Experience with collaborative tools (Git)
- Hands-on experience with modern generative models (diffusion models, flow matching)
- Solid understanding of theoretical foundations of generative methods
- Experience implementing generative models for non-standard data types
- Experience in AI for Design
- Solid theoretical foundations in partial differential equations and numerical methods
- Strong knowledge and experience with ML-based simulation methods (PINNs, Neural Operators)
- Practical experience with system identification methods (SINDy, PySR)
- Publications, conference presentations, or other scientific activities
- Ability to work independently
- Ability to work collaboratively in a structured manner
- Excellent written and spoken English skills
- On-site availability
- Detailed transcript of records
- Cover letter
Aufgaben
- Conduct and publish research independently
- Develop and implement novel model architectures
- Co-supervise Bachelor's and Master's students
- Present at international conferences and workshops
- Apply generative methods for engineering problems
- Advance physics-informed learning for engineering
- Generate complex technical systems intelligently
- Simulate complex technical systems intelligently
Ausbildung
- Master-Abschluss
Sprachen
- Englisch – verhandlungssicher
Tools & Technologien
- Python
- PyTorch
- JAX
- Git
- Generative AI
- diffusion models
- flow matching
- AI for Design
- ML-based simulations
- PINNs
- Neural Operators
- system identification methods
- SINDy
- PySR
Benefits
Flexibles Arbeiten
- Flexible working hours
Mehr Urlaubstage
- 30 vacation days
Betriebliche Altersvorsorge
- Pension plan
- Employee savings scheme
Boni & Prämien
- Performance-based bonuses
Sonstige Zulagen
- Conference participation
- PhD support
Lockere Unternehmenskultur
- Open and collaborative work atmosphere
Weiterbildungsangebote
- Training programs
Gesundheits- & Fitnessangebote
- Health programs
- Sports programs
Mitarbeiterrabatte
- Employee discounts
Öffi Tickets
- Subsidized public transport
Familienfreundlichkeit
- Family-friendly offerings
- Parent-child office
Kinderbetreuung
- Emergency childcare
Team Events & Ausflüge
- Recreational activities
Die Originalanzeige dieses Stellenangebotes in der aktuellsten Version findest du hier. Nejo hat diesen Job automatisch von der Website des Unternehmens Fraunhofer Institute for Telecommunications, Heinrich Hertz Institute HHI erfasst und die Informationen auf Nejo mit Hilfe von KI für dich aufbereitet. Trotz sorgfältiger Analyse können einzelne Informationen unvollständig oder ungenau sein. Bitte prüfe immer alle Angaben in der Originalanzeige! Inhalte und Urheberrechte der Originalanzeige liegen beim ausschreibenden Unternehmen.
Über das Unternehmen
Fraunhofer Institute for Telecommunications, Heinrich Hertz Institute HHI
Branche
Research
Beschreibung
The Fraunhofer-Gesellschaft is a leading organization for application-oriented research, developing pioneering technologies for economy and society.
Noch nicht perfekt?
- Fraunhofer-Gesellschaft
Wissenschaftler:in KI Simulationen & generative Designs(m/w/x)
Vollzeit/TeilzeitBefristeter Vertragmit HomeofficeKeine AngabeBerlin - Aumovio
Master Thesis - Metric-Guided Diffusion Models for High-Fidelity In-Cabin Synthetic Data Generation(m/w/x)
VollzeitPraktikummit HomeofficeBerlin - Merantix Momentum
Machine Learning Engineer - Talent Pool(m/w/x)
Vollzeitmit HomeofficeBerufserfahrenBerlin - Helsing
AI Research Engineer - Reinforcement Learning(m/w/x)
Vollzeitmit HomeofficeBerufserfahrenMünchen, Berlin - Alexander Thamm GmbH
Senior Generative AI Engineer(m/w/x)
Vollzeitmit HomeofficeSeniorMünchen, Frankfurt am Main, Berlin, Leipzig, Essen, Nürnberg