Data Scientist

5 days ago

bangalore, India beBeeDataScience Full time

Machine Learning Engineer PositionWe are seeking a highly skilled Machine Learning Engineer to design and implement machine learning models from problem formulation to deployment.The ideal candidate will collaborate with our hardware, firmware, and software teams to take algorithms from Python to embedded firmware to production.Design and develop pre-processing pipelines for signal and time series data.Build algorithms/models for heart rate, respiration rate, movement detection, and sleep stage estimation.Develop robust algorithms for real-world noisy environments and validate them against reference datasets.Conduct feature engineering for sleep-related ML models (time/frequency/wavelet features).Collaborate with firmware and cloud teams to integrate algorithms into on-device and cloud pipelines.Contribute to internal signal quality, scoring, and annotation tools.Key Skills:Programming Languages: Python, C/C++, JavaOperating Systems: Linux, Windows, macOSTools and Technologies: TensorFlow, PyTorch, scikit-learn, OpenCVCloud Platforms: AWS, Google Cloud, Microsoft AzureDatabase Management Systems: MySQL, PostgreSQL, MongoDBVersion Control Systems: Git, SVN

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