AI/ML Audio Engineer (Automotive)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
AI/ML Audio Engineer (Automotive): Designing, implementing, and optimizing advanced audio processing solutions for next-generation in-vehicle AI platforms with an accent on deep learning architectures and embedded performance. Focus on developing efficient algorithms for noise reduction, speech enhancement, and beamforming on NPU/DSP hardware.
Location: Dresden, Germany (Onsite)
Company
is a global leader in secure connectivity solutions for embedded applications, specializing in automotive, industrial, and IoT technologies.
What you will do
- Design and validate advanced audio processing solutions for automotive AI platforms.
- Optimize neural network models for deployment on resource-constrained embedded hardware.
- Implement audio algorithms including noise reduction, echo cancellation, and beamforming.
- Collaborate with radio, audio, and AI engineering teams to integrate solutions into vehicle systems.
- Analyze system-level requirements to ensure performance targets for latency, throughput, and power consumption.
Requirements
- Strong understanding of machine learning, deep learning, and neural network architectures.
- Solid background in audio signal processing and acoustic analysis.
- Proficiency in C/C++ and Python for algorithm development.
- Experience with AI/ML frameworks such as PyTorch or TensorFlow.
- Knowledge of embedded AI deployment, including quantization and memory optimization.
- Understanding of DSP and NPU fundamentals.
Nice to have
- MSc or PhD in Artificial Intelligence, Machine Learning, Computer Science, or Electrical Engineering.
- Experience with automotive audio systems and development standards.
- Familiarity with heterogeneous computing architectures and dedicated AI accelerators.
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