Axelera AI
Senior/Staff Applications Engineer - Embedded AI(m/w/x)
VollzeitRemoteBerufserfahren
Zürich, München
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ANAnalog Devices, Inc.
Staff AI Engineer(m/w/x)
München
Vollzeitmit HomeofficeSenior
AI/ML
Data Science
Nejo KI-Zusammenfassung
Developing and optimizing transformer AI models for constrained edge hardware, with quantization and pruning, at a semiconductor firm. 5+ years industry experience with transformer models on constrained platforms required. Access to specialized edge hardware labs.
Anforderungen
- Master's degree or equivalent experience in Computer Science, Electrical Engineering, or a related field
- 5+ years of industry experience in AI/ML model development, optimization, and deployment
- Strong expertise in AI model optimization techniques, including quantization, pruning, and benchmarking for edge hardware
- Hands-on experience with transformer models and their deployment on embedded or constrained platforms
- Proficiency in Python and C++ for AI model development and integration
- Experience with AI frameworks such as TensorFlow, PyTorch, or ONNX, and their optimization for hardware targets
- Familiarity with hardware platforms, including CPUs, NPUs, and accelerators
- Experience in creating custom AI architectures for edge devices
- Knowledge of Analog Devices hardware platforms or similar embedded systems
- Strong problem-solving and debugging skills for AI applications on resource-constrained devices
- Ability to work collaboratively in multidisciplinary teams
Aufgaben
- Develop and optimize AI models for edge hardware
- Focus on transformers for constrained devices
- Implement quantization and pruning techniques
- Utilize hardware-specific optimizations to enhance performance
- Contribute to hardware benchmarking for model evaluation
- Collaborate with hardware and software teams for integration
- Participate in creating scalable AI building blocks for edge applications
- Stay updated on AI optimization and edge computing advancements
Berufserfahrung
- 5 Jahre
Ausbildung
- Master-Abschluss
Sprachen
- Englisch – verhandlungssicher
Tools & Technologien
- Python
- C++
- TensorFlow
- PyTorch
- ONNX
Die Originalanzeige dieses Stellenangebotes in der aktuellsten Version findest du hier. Nejo hat diesen Job automatisch von der Website des Unternehmens Analog Devices, Inc. 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.
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- 0100 Harman Becker Automotive Systems GmbH
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ANAnalog Devices, Inc.
Staff AI Engineer(m/w/x)
München
Vollzeitmit HomeofficeSenior
AI/ML
Data Science
Nejo KI-Zusammenfassung
Developing and optimizing transformer AI models for constrained edge hardware, with quantization and pruning, at a semiconductor firm. 5+ years industry experience with transformer models on constrained platforms required. Access to specialized edge hardware labs.
Anforderungen
- Master's degree or equivalent experience in Computer Science, Electrical Engineering, or a related field
- 5+ years of industry experience in AI/ML model development, optimization, and deployment
- Strong expertise in AI model optimization techniques, including quantization, pruning, and benchmarking for edge hardware
- Hands-on experience with transformer models and their deployment on embedded or constrained platforms
- Proficiency in Python and C++ for AI model development and integration
- Experience with AI frameworks such as TensorFlow, PyTorch, or ONNX, and their optimization for hardware targets
- Familiarity with hardware platforms, including CPUs, NPUs, and accelerators
- Experience in creating custom AI architectures for edge devices
- Knowledge of Analog Devices hardware platforms or similar embedded systems
- Strong problem-solving and debugging skills for AI applications on resource-constrained devices
- Ability to work collaboratively in multidisciplinary teams
Aufgaben
- Develop and optimize AI models for edge hardware
- Focus on transformers for constrained devices
- Implement quantization and pruning techniques
- Utilize hardware-specific optimizations to enhance performance
- Contribute to hardware benchmarking for model evaluation
- Collaborate with hardware and software teams for integration
- Participate in creating scalable AI building blocks for edge applications
- Stay updated on AI optimization and edge computing advancements
Berufserfahrung
- 5 Jahre
Ausbildung
- Master-Abschluss
Sprachen
- Englisch – verhandlungssicher
Tools & Technologien
- Python
- C++
- TensorFlow
- PyTorch
- ONNX
Die Originalanzeige dieses Stellenangebotes in der aktuellsten Version findest du hier. Nejo hat diesen Job automatisch von der Website des Unternehmens Analog Devices, Inc. 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
Analog Devices, Inc.
Branche
Manufacturing
Beschreibung
The company is a global semiconductor leader that bridges the physical and digital worlds to enable breakthroughs at the Intelligent Edge.
Noch nicht perfekt?
- Axelera AI
Senior/Staff Applications Engineer - Embedded AI(m/w/x)
VollzeitRemoteBerufserfahrenZürich, München - 0100 Harman Becker Automotive Systems GmbH
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