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Data Scientist IV
1 month ago
Job Summary:
The Data Scientist IV will lead the development of innovative solutions driven by exploratory data analysis from complex and high-dimensional datasets. This role will contribute to biosensor data analysis and guide future biosensing R&D.
Key Responsibilities:
- Design, develop, and optimize distributed compute workflows for metric computation, analysis, and modeling across large datasets.
- Apply knowledge of statistics, machine learning, programming, data modeling, simulation, and advanced mathematics to recognize patterns, identify opportunities, and make valuable discoveries leading to prototype biosensor development and product improvement.
- Use a flexible, analytical approach to design, develop, and evaluate predictive models and advanced algorithms that lead to optimal value extraction from the biosensor data.
- Generate and test hypotheses and analyze and interpret the results of product experiments.
- Leverage data visualization to help the team make decisions about future R&D directions.
Requirements:
- Master of Science or PhD degree in computer science, statistics, neuroscience, biomedical engineering, or other relevant field.
- 3+ years of experience performing data extraction, manipulation, and visualization using Python.
- Experience with scientific computing and analysis packages such as NumPy, SciPy, Pandas, Scikitlearn, dplyr, caret.
- Experience with data visualization libraries such as Matplotlib, Pyplot, seaborn, ggplot2.