Fraunhofer-Institut für Integrierte Schaltungen IIS
Research Assistant - Speech and Audio Applications(m/w/x)
Full-time/Part-timeWith HomeofficeNot specified
Erlangen
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FRFraunhofer-Institut für Integrierte Schaltungen IIS
Group Leader in Embedded AI – Audio and Language Applications(m/w/x)
Erlangen
Full-time, Part-timeWith Home OfficeExperienced
AI/ML
Nejo AI Summary
Leading a team developing deep-learning algorithms for real-time inference on embedded devices. Master's degree in EE/CS and C++/Python programming skills required. Hybrid work, flexible hours.
Requirements
- Master’s degree or equivalent in Electrical Engineering, Computer Science, or related field
- Courses covering machine learning and deep neural networks (DNN)
- Good programming skills in C/C++ and Python
- Practical experience in DNN frameworks (PyTorch, TensorFlow)
- Practical experience in runtimes (TVM, ONNX, TFLite, LiteRT)
- Experience in team leadership or project management
- Fluent English
- Ability to collaborate in international, multidisciplinary team
- Proficiency in DNN optimization techniques
- Proficiency in model compression (pruning, quantization)
- Optimization of AI workload wrt. memory, latency, power consumption, throughput
- Background in digital signal processing
- Experience in embedded C/C++ development on DSP (ARM, HiFi, Qualcomm)
- Good communication skills
- Aim of deploying technology to customers’ products
Tasks
- Lead and develop a team of developers
- Foster technical excellence and innovation
- Oversee implementation of deep-learning algorithms
- Optimize algorithms for real-time inference
- Deploy algorithms on embedded devices
- Support internal research teams
- Acquire knowledge on new embedded platforms
- Share expertise on SoC architectures
- Coordinate AI solution deployment to customers
- Support commercialization activities
- Collaborate with internal stakeholders
- Define strategic roadmaps
- Coordinate project deliverables
- Ensure successful project execution
- Manage timelines and deployment targets
- Ensure high performance on target devices
- Achieve short time-to-deployment
- Maintain high customer satisfaction
Work Experience
- approx. 1 - 4 years
Education
- Currently in higher education
Languages
- English – Fluent
Tools & Technologies
- C/C++
- Python
- PyTorch
- TensorFlow
- TVM
- ONNX
- TFLite
- LiteRT
- ARM
- HiFi
- Qualcomm
Benefits
Flexible Working
- Flexible working hours
- Hybrid work
Diverse Work
- Diverse and challenging work
- Projects with strong practical components
Modern Equipment
- State-of-the-art research and technology
- State-of-the-art hardware and software
Informal Culture
- Positive work culture
- Open-minded, helpful, and trusting colleagues
Modern Office
- Modern office space
Mentorship & Coaching
- Structured onboarding process
- Coaching
Learning & Development
- Professional and personal seminars
- Language classes
Parking & Commuter Benefits
- Complimentary parking spaces
- Covered bicycle parking
Sustainability Focus
- Electric car charging stations
Other Benefits
- Showers at the institute
Healthcare & Fitness
- In-house health management
- Sports courses
- Running groups
Mental Health Support
- Relaxation seminars
Find the original job posting in its most current version here. Nejo automatically captured this job from the website of Fraunhofer-Institut für Integrierte Schaltungen IIS and processed the information on Nejo with the help of AI for you. Despite careful analysis, some information may be incomplete or inaccurate. Please always verify all details in the original posting! Content and copyrights of the original posting belong to the advertising company.
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FRFraunhofer-Institut für Integrierte Schaltungen IIS
Group Leader in Embedded AI – Audio and Language Applications(m/w/x)
Erlangen
Full-time, Part-timeWith Home OfficeExperienced
AI/ML
Nejo AI Summary
Leading a team developing deep-learning algorithms for real-time inference on embedded devices. Master's degree in EE/CS and C++/Python programming skills required. Hybrid work, flexible hours.
Requirements
- Master’s degree or equivalent in Electrical Engineering, Computer Science, or related field
- Courses covering machine learning and deep neural networks (DNN)
- Good programming skills in C/C++ and Python
- Practical experience in DNN frameworks (PyTorch, TensorFlow)
- Practical experience in runtimes (TVM, ONNX, TFLite, LiteRT)
- Experience in team leadership or project management
- Fluent English
- Ability to collaborate in international, multidisciplinary team
- Proficiency in DNN optimization techniques
- Proficiency in model compression (pruning, quantization)
- Optimization of AI workload wrt. memory, latency, power consumption, throughput
- Background in digital signal processing
- Experience in embedded C/C++ development on DSP (ARM, HiFi, Qualcomm)
- Good communication skills
- Aim of deploying technology to customers’ products
Tasks
- Lead and develop a team of developers
- Foster technical excellence and innovation
- Oversee implementation of deep-learning algorithms
- Optimize algorithms for real-time inference
- Deploy algorithms on embedded devices
- Support internal research teams
- Acquire knowledge on new embedded platforms
- Share expertise on SoC architectures
- Coordinate AI solution deployment to customers
- Support commercialization activities
- Collaborate with internal stakeholders
- Define strategic roadmaps
- Coordinate project deliverables
- Ensure successful project execution
- Manage timelines and deployment targets
- Ensure high performance on target devices
- Achieve short time-to-deployment
- Maintain high customer satisfaction
Work Experience
- approx. 1 - 4 years
Education
- Currently in higher education
Languages
- English – Fluent
Tools & Technologies
- C/C++
- Python
- PyTorch
- TensorFlow
- TVM
- ONNX
- TFLite
- LiteRT
- ARM
- HiFi
- Qualcomm
Benefits
Flexible Working
- Flexible working hours
- Hybrid work
Diverse Work
- Diverse and challenging work
- Projects with strong practical components
Modern Equipment
- State-of-the-art research and technology
- State-of-the-art hardware and software
Informal Culture
- Positive work culture
- Open-minded, helpful, and trusting colleagues
Modern Office
- Modern office space
Mentorship & Coaching
- Structured onboarding process
- Coaching
Learning & Development
- Professional and personal seminars
- Language classes
Parking & Commuter Benefits
- Complimentary parking spaces
- Covered bicycle parking
Sustainability Focus
- Electric car charging stations
Other Benefits
- Showers at the institute
Healthcare & Fitness
- In-house health management
- Sports courses
- Running groups
Mental Health Support
- Relaxation seminars
Find the original job posting in its most current version here. Nejo automatically captured this job from the website of Fraunhofer-Institut für Integrierte Schaltungen IIS and processed the information on Nejo with the help of AI for you. Despite careful analysis, some information may be incomplete or inaccurate. Please always verify all details in the original posting! Content and copyrights of the original posting belong to the advertising company.
Like this job?
BetaYour Career Agent finds similar jobs for you every day.
About the Company
Fraunhofer-Institut für Integrierte Schaltungen IIS
Industry
Research
Description
Das Unternehmen ist eines der weltweit führenden Institute für anwendungsorientierte Forschung in den Bereichen Künstliche Intelligenz, Mikroelektronik und Datenerfassung.
Not a perfect match?
- Fraunhofer-Institut für Integrierte Schaltungen IIS
Research Assistant - Speech and Audio Applications(m/w/x)
Full-time/Part-timeWith HomeofficeNot specifiedErlangen - Fraunhofer-Institut für Integrierte Schaltungen IIS
Softwareingenieur:in – Automotive-Audio-Anwendungen(m/w/x)
Full-time/Part-timeTemporary contractWith HomeofficeNot specifiedErlangen - Fraunhofer-Institut für Integrierte Schaltungen IIS
Embedded System Engineer – Secure GNSS Solutions(m/w/x)
Full-time/Part-timeWith HomeofficeNot specifiedNürnberg - Capgemini Engineering
Embedded Software Entwickler(m/w/x)
Full-timeWith HomeofficeExperiencedBerlin, Stuttgart, Frankfurt am Main, München, Hamburg, Nürnberg - Elektrobit
AI Builder / AI Impact Specialist(m/w/x)
Full-timeWith HomeofficeExperiencedBraunschweig, Erlangen, München, Ulm