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Data Scientist for Biomedical Signal Processing
2 months ago
Myant Corp. is a pioneering technology company that is revolutionizing the way we interact with technology. We are creating a world where technology is seamlessly integrated into our daily lives, enhancing our well-being and productivity.
We are a multidisciplinary team of experts in electronics, software, design, advanced manufacturing, and data science. Our mission is to bridge the gap between the digital and physical worlds, creating a more connected and accessible society.
Our VisionOur vision is to create a world where technology is an extension of ourselves, not a separate entity. We believe that by integrating technology into our clothing and textiles, we can create a more intuitive and seamless experience for people of all ages and abilities.
We are committed to innovation and excellence, pushing the boundaries of what is possible with technology. Our team is passionate about creating solutions that make a real difference in people's lives.
Job DescriptionWe are seeking a highly skilled Data Scientist to join our team. As a Data Scientist, you will be responsible for designing and implementing algorithms for data collection, testing, and validation of our products for biosignal monitoring.
Key Responsibilities:
- Design and implement algorithms for data collection, testing, and validation of our products for biosignal monitoring.
- Clean and organize study data and assess quality and integrity of data collected.
- Visualize data statistics and perform exploratory data analysis to understand relevant feature engineering approaches.
- Develop Signal Processing and Machine Learning Algorithms for extracting information and valuable metrics from bio-signals including ECG, activity, temperature, for continuous long-term monitoring.
- Collaborate with academic and industrial partners for integration of Myant Products.
- Evaluate the algorithms and the system as a whole in real-world scenarios and do troubleshooting to cover corner cases.
- Take ownership of all your deliverables and communicate your results for timely project delivery.
- Work in an ISO-13485 and HIPAA regulated environment, following quality procedures for design and development as well as verification and validation for clinical use, including to support regulatory approval.
To be successful in this role, you will need:
- PhD in Biomedical, Electrical/Electronics Engineering, Computer Engineering, Computer Science, or related discipline.
- Extensive experience in modern scripting languages including Python.
- Knowledge and experience in Bio-signal processing, feature extraction, feature selection, sampling strategies using machine learning algorithms, and systematic hyperparameter optimization.
- Familiarity with following libraries is desired: scikit-learn, seaborn, plotly, pytorch/tensorflow.
- Previous experience working on bio-signals such as electrocardiogram, electromyogram, electroencephalogram, photoplethysmogram, IMU signals, etc.
- Experience on long term biomedical recording and data analysis, from wearable systems and related signal analysis, handling of noise, missing data etc.
- Background in time-domain, frequency-domain, and discrete-time signal processing algorithms.
- Previous experience on planning and coordinating clinical studies, data collection and operating medical devices is a plus.
We offer a competitive salary and benefits package, as well as opportunities for professional growth and development. Our team is passionate about creating solutions that make a real difference in people's lives, and we are committed to innovation and excellence.
Join our team and be part of a pioneering technology company that is shaping the future of technology and society.
