System Engineer (AI/ML)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
System Engineer (AI/ML): Designing and optimizing advanced audio processing solutions for automotive and robotics platforms with an accent on AI/ML model deployment and embedded performance. Focus on building efficient audio pipelines, integrating neural networks on NPU/DSP hardware, and ensuring high-performance execution in resource-constrained environments.
Location: Dresden, Germany
Company
is a global leader in secure connectivity solutions for embedded applications, specializing in automotive, industrial, and IoT markets.
What you will do
- Design, implement, and validate advanced audio processing solutions on AI-enabled automotive and robotics platforms.
- Adapt and optimize machine learning and deep learning models for embedded audio systems.
- Develop and integrate AI-based audio processing pipelines including noise reduction, echo cancellation, and beamforming.
- Perform system-level analysis to ensure efficient software implementation on resource-constrained hardware.
- Collaborate with radio, audio, and AI engineering teams to deploy solutions for next-generation vehicles.
- Monitor and optimize performance metrics such as latency, throughput, memory usage, and power consumption.
Requirements
- MSc or PhD in Artificial Intelligence, Machine Learning, Computer Science, Electrical Engineering, or Signal Processing.
- Minimum 3 years of experience in automotive or robotics audio systems, audio pipelines, or edge AI applications.
- Strong proficiency in C/C++ and Python for algorithm implementation and validation.
- Deep understanding of machine learning frameworks like PyTorch or TensorFlow.
- Solid background in audio signal processing and embedded AI deployment.
- Knowledge of DSP and NPU fundamentals and their interaction with AI/ML architectures.
Nice to have
- Experience with industrial development processes and standards such as IATF16949 and ISO26262.
- Familiarity with heterogeneous computing architectures and dedicated AI accelerators.
Culture & Benefits
- Opportunity to work on cutting-edge in-vehicle audio technologies.
- Collaboration with an experienced international team of radio, audio, and AI engineers.
- Exposure to next-generation automotive and robotics platforms.
- Professional development within a leading global semiconductor company.
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