Doximity is looking to improve healthcare by helping every physician be more productive and provide better care for their patients, and this role is expected to contribute to that mission by discovering data insights to help improve healthcare.
Requirements
- Knowledge of statistical concepts, especially exploratory data analysis techniques, and probability theory.
- Excellent SQL skills to create and evaluate complex statements involving numerous tables and data relationships.
- Excellent visualization and storytelling skills to explain your results and solutions to the stakeholders, clearly and compellingly.
- Proficient in using Python data analysis libraries such as Pandas and Numpy.
- Prior exposure to distributed data processing concepts and execution (e.g., working with column stores, leveraging spark, etc.).
- Basic understanding of the object-oriented programming concepts as it relates to Python.
- Experience with UNIX command-line interface and standard programming tools (vim/emacs, git, etc.)
Responsibilities
- Leverage Doximity's extensive datasets to identify and classify behavioral patterns of medical professionals on our platform.
- Play a key role in creating both product and client-facing analytics.
- Inform data team strategy by working with the product leaders and managers.
- Actively participate in execution and some planning of organizational data team strategy.
- Collaborate with a team of product managers, analysts, and other developers to define and lead data projects from data ingestion to analysis to recommendations.
- Create and evaluate complex SQL statements involving numerous tables and data relationships.
- Use Python data analysis libraries such as Pandas and Numpy to analyze data.
Other
- At least 2 years of professional experience as a data analyst or a data scientist.
- Fast learner; curiosity about and passion for data.
- Ability to work in our San Francisco office 3 days a week (M, T, TH).
- Excellent communication and collaboration skills to work with cross-functional teams.
- Ability to work in a distributed team environment.
