Senior Signal Processing Engineer
ExternalFull-timeOn-site5d ago
Edge ComputingKerasMachine LearningMATLABPythonPyTorch
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Responsibilities
- Whoop, Inc. seeks a Senior Signal Processing Engineer (Boston, MA) to design and implement
- algorithms to extract physiological information from noisy biosensor data and optimize on-
- device computation. Partner with Firmware and Data Science teams to deploy artificial
- intelligence and machine learning models on edge devices. Optimize models for real-time
- inference on edge devices, including analysis and improvement of battery consumption patterns.
- Collaborate with the Signal Processing team to develop algorithms that personalize calculations
- based on member data. Research and design innovative algorithms to improve performance
- under edge-computation constraints. Contribute to software development, debugging, and
- validation to ensure production-ready code and reliable results. Build, train, and test machine
- learning models for large-scale data processing on edge devices. Collaborate with Product
- Managers to translate member needs into machine learning-based solutions.
Requirements
- Master's degree in Computer Science, Applied Mathematics, Electrical Engineering, Biomedical
- Engineering, or related field (or foreign degree equivalent) and at least 4 years of experience
- with signal processing and/or machine learning. At least 4 years of experience developing and
- implementing AI solutions for real-time processing on edge devices; At least 4 years of
- experience collaborating with cross-functional teams to understand requirements and design
- efficient edge computing solutions; At least 4 years of experience with biosensor systems and
- analyzing biomedical data; At least 4 years of experience with signal and image processing
- applications (C, C++, Python or MATLAB); At least 4 years of experience with ML libraries
- such as scikit-learn, Tensorflow, PyTorch or Keras; At least 4 years of experience with statistical
- method and design of clinical studies; At least 4 years of experience with code and battery
- optimization on the edge; At least 4 years of experience adapting to changing requirements while
- producing high quality reports under tight deadlines. Full-time position.
Additional Information
Senior Signal Processing Engineer Boston, MA
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