Senior Audio AI Research Engineer (AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Senior Audio AI Research Engineer (Audio AI): Building and maturing real-time audio AI solutions for video collaboration with an accent on multi-modal AI, distributed microphone arrays, and low-latency systems. Focus on prototyping novel algorithms from research papers, optimizing ML pipelines for robustness, and evolving research into deployment-ready products.
Location: Hybrid in London, United Kingdom
Company
is a global leader in peripherals and video collaboration technology, focusing on creating seamless communication experiences for thousands of companies worldwide.
What you will do
- Explore and mature Audio AI solutions using multi-modal technologies (audio, video, and sensor data) for video conferencing.
- Optimize the use of distributed microphone arrays and cameras for participant identification and positioning.
- Develop low-latency, real-time causal AI systems for audio streaming and deployment.
- Rapidly prototype AI technologies by implementing and extending state-of-the-art research papers.
- Collaborate with global research institutions like EPFL, Hamburg, and Berkeley Universities.
- Address complex challenges regarding noise, reverberation, and echo to enhance system robustness.
Requirements
- PhD or equivalent experience in Computer Science, Audio/Acoustics, Electrical Engineering, or Physics.
- 4+ years of experience with TensorFlow or PyTorch building ML pipelines specifically in the audio domain.
- Proficiency in Python, including package development and collaborative coding practices.
- Hands-on experience deploying ML systems using TF Lite, ONNX, TVM, or Glow.
- Experience with AWS cloud compute environments and data ingestion (TF Data pipelines).
- Must be based in London, UK to support the hybrid work model.
Nice to have
- Track record of research publications in ICASSP and Interspeech.
- Deep knowledge of Audio Engineering and Acoustics.
- Understanding of embedded systems and their hardware constraints.
Culture & Benefits
- Flexible hybrid work model combining remote and on-premises work.
- Opportunity to work in a new Audio AI lab with a high concentration of PhD-level talent.
- Comprehensive and competitive benefits packages focused on physical, financial, and emotional wellbeing.
- Inclusive global culture that values diversity and professional growth.
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