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FRFraunhofer-Institut für Integrierte Schaltungen IIS

Research Assistant - Speech and Audio Applications(m/w/x)

Erlangen
Full-time, Part-timeWith Home Office
AI/ML
Data Science

Deploying and optimizing ML models for real-time audio processing on embedded devices. Strong C/C++ and Python skills required. Hybrid work, flexible hours, state-of-the-art research.

Requirements

  • Master’s, Ph.D. or equivalent degree
  • Strong C/C++ programming skills
  • Good Python knowledge
  • Deep learning frameworks experience
  • Solid Linux environments experience
  • Shell scripting knowledge
  • Build tools knowledge
  • Practical DNN runtimes knowledge
  • Optimization techniques knowledge
  • Audio DSPs experience (plus)
  • Hardware SDK configuration experience (plus)
  • Speech and audio DSP experience (plus)
  • Fluent English
  • Effective international team work
  • Strong analytical skills
  • Strong problem-solving skills
  • Structured debugging approach

Tasks

  • Develop solutions for deploying machine learning models
  • Integrate machine learning models across platforms
  • Enable real-time execution on mobile and embedded devices
  • Optimize algorithms for memory and computational efficiency
  • Maintain high performance of algorithms
  • Apply signal processing expertise to test algorithms
  • Validate algorithmic behavior in audio processing
  • Implement clean and reliable code
  • Ensure robustness through automated testing
  • Adhere to quality assurance practices
  • Work with audio processing systems

Education

  • Vocational certification

Languages

  • EnglishFluent

Tools & Technologies

  • C/C++
  • Python
  • PyTorch
  • TensorFlow
  • Linux
  • shell scripting
  • gcc
  • make
  • cmake
  • ONNX
  • TensorFlow Lite
  • audio DSPs
  • digital signal processing

Benefits

Flexible Working

  • Flexible working hours
  • Hybrid work

Modern Equipment

  • State-of-the-art research and technology
  • Top-of-the-line infrastructure
  • State-of-the-art technologies

Diverse Work

  • Projects with strong practical components

Informal Culture

  • Positive work culture
  • Open-minded, helpful, and trusting colleagues

Mentorship & Coaching

  • Structured onboarding process
  • Coaching

Family Support

  • Work-life balance support

Learning & Development

  • Ongoing professional and personal seminars
  • Language classes

Parking & Commuter Benefits

  • Complimentary parking spaces
  • Covered bicycle parking

Sustainability Focus

  • Charging stations for electric cars

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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