- Work with health data and time-series sensor data
- Connect biomedical sensor data with medical, health, and fitness outcomes
- Research and development of machine learning algorithms and statistical models for non-invasive sleep tracking
- Develop visualizations and tools for understanding and annotating data
- Optimize algorithms for running on embedded devices and in the cloud
- Design and run experiments and clinical trials
- Processing, cleaning, and combining different data sources to create new datasets
- Collaborate with an interdisciplinary team of scientists, engineers, mathematicians for quick deployment of solutions
- Expertise in Python and packages such as numpy, pandas, scikit-learn
- Experience with a deep learning framework such as Tensorflow, pyTorch, or equivalent
- Experience working with databases including familiarity with SQL
- Experience with Amazon Web Services (AWS) or Google Cloud
- Experience with C++ is a plus
- Self starter
- Strong interpersonal and communication skills
- Experience applying data science and machine learning to real-world problems
- Bachelor's degree or higher in Mathematics, Statistics, Physics, Computer Science, or equivalent
- Graduate degree and/or 5+ years experience a plus
- Fullpower does not sponsor work visas - must already be authorized to work in the United States
- The base salary range for this full-time position is $130,000 to $170,000, plus equity, plus benefits. Fullpower's salary ranges are determined by role and level. Within the range, individual pay is determined by additional factors, including job-related skills, experience, and relevant education and training.
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Data Scientist - Santa Cruz, United States - Fullpower
Description
Fullpower-AI delivers a complete B2B IoT platform for AI-powered algorithms, remote contactless biosensing together with end-to-end engineering services, and customization of software in the field of life sciences, health, and biotechnology. Fullpower's platform is vetted and deployed as a PaaS, backed by a patent portfolio of 135+ patents, and is SOC 2 Type II certified. Fullpower's key areas of expertise include contactless biosensing, remote monitoring, non-invasive sleep technology, and the development of new technologies for others in the life sciences and biotechnology fields. Fullpower's B2B PaaS customers are in medical solutions, remote-contactless biosensing, bedding solutions, wearable, and wellness services.
Fullpower is seeking a passionate, team-oriented, and self-motivated Data Scientist interested in working on our next generation of products and algorithms and modeling rich, biomedical sensor data with a view toward medical, health, and fitness outcomes.
The ideal candidate will have a strong background in machine learning and data science and a proven track record of deploying models and algorithms for real-world applications.
Job Responsibilities:
