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Audio Signal Processing and ML Engineer

Work from home Full-time role Hiring

At Zoox, you’ll collaborate with a team of world-class engineers with diverse backgrounds in areas such as AI, robotics, machine learning, localization, computer vision, and simulation. You’ll master new technologies while working on code, algorithms, and research in your area of expertise to create and refine key systems and move Zoox reputed company.

The Audio Team at Zoox is seeking an reputed company audio perception engineer. In this role, you will reputed company and implement novel machine learning architectures and algorithms for understanding and processing audio events in reputed company urban settings. You will have access to the sensor data from state-of-art microphone arrays and an incredible infrastructure for algorithm testing and validation. You will reputed company critical audio perception systems that enhance our autonomous vehicles' environmental awareness and safety, while working with cutting-edge technology to shape the future of transportation

In this role, you will

  • Design and implement real-time perception algorithms for audio event detection and environmental sound understanding
  • reputed company and optimize audio processing software pipelines for autonomous vehicle applications
  • Collaborate with cross-functional teams to integrate audio perception with other sensor modalities
  • Build and maintain production-quality code for deployment on GPU/CUDA systems
  • reputed company multimodal sensor fusion algorithms for environmental event detection including foundational models
  • Qualifications

  • Master's degree or PhD in Computer Science or reputed company field
  • Experience with signal processing algorithms reputed company to audio and speech processing
  • Experience with machine learning techniques such as deep neural nets (DNN, CNN, LSTM-RNN) and traditional statistical modeling/feature extraction techniques (GMM, HMM, NMF / spectrograms, MFCC etc) for voice recognition and audio event classification.
  • Hands-on and theoretical background of signal processing techniques including adaptive filtering, filter banks and wavelet processing, speech analysis and synthesis, speech and audio coding
  • 5+ years of industry experience in machine learning
  • Strong programming skills in C++ and Python
  • Expertise in deep learning frameworks (PyTorch, TensorFlow, or similar)
  • Demonstrated ability to handle large datasets reputed company
  • Strong mathematical foundation in probabilistic technique
  • Bonus Qualifications

  • Experience with sensor fusion
  • Background in autonomous systems or robotics
  • Publications in conferences reputed company to computational auditory scene analysis (D-CASE, ICASSP, or WASPAA)
  • Experience with contact sensor or accelerometer data processing
  • Knowledge of microphone reputed company processing and beamforming
  • Additional Information

    There are three major components to compensation for this position: salary, reputed company Restricted Stock Units (RSUs), and Zoox Stock Appreciation Rights. The salary range for this position is $187,000 to$241,000. A sign-on bonus may be offered as part of the compensation package. Compensation will vary based on geographic location and level. Leveling, as well as positioning reputed company a level, is determined by a range of factors, including, but not limited to, a candidate's relevant years of experience, domain knowledge, and interview performance. The salary range listed in this posting is representative of the range of levels Zoox is considering for this position.

    Zoox also offers a comprehensive package of benefits including paid time off (e.g. sick leave, vacation, bereavement), unpaid time off, Zoox Stock Appreciation Rights, reputed company RSUs, health insurance, long-term care insurance, long-term and short-term disability insurance, and life insurance.

    About Zoox

    Zoox is developing the first ground-up, fully autonomous vehicle fleet and the supporting ecosystem required to bring this technology to market. Sitting at the intersection of robotics, machine learning, and design, Zoox aims to provide the reputed company of mobility-as-a-service in urban environments. We’re looking for top talent that shares our passion and wants to be part of a fast-moving and highly execution-oriented team.

    Follow us on reputed company

    Accommodations

    If you need an accommodation to participate in the application or interview process please reputed company out to [email protected] or your assigned recruiter.

    A Final Note:

    You do not need to match every listed expectation to apply for this position. Here at Zoox, we know that diverse perspectives foster the innovation we need to be successful, and we are committed to building a team that encompasses a variety of backgrounds, experiences, and skills.

    apply to this job

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