data
Added Apr 27Data Scientist
at ReWorked.ai
Atlanta, Georgia, United StatesOn-site
Responsibilities
- Design and implement data warehousing and storage solutions to efficiently manage the growing volume of user data.
- Develop data quality assurance processes to maintain the accuracy and reliability of the data.
- Develop automated data transformation and normalization pipelines to ensure the data is in a format suitable for analysis.
- Exploratory Data Analysis: Conduct in-depth analyses of user behavior, engagement, and outcomes to uncover patterns, trends, and opportunities for optimization.
- Generate insightful visualizations and dashboards to communicate findings to cross-functional stakeholders.
- Implement personalized recommendation algorithms to deliver tailored interventions, content, and features to each user based on their unique characteristics and progress.
- Analyze the results of these experiments to make data-driven decisions and guide the product roadmap.
- Collaborate with the product and engineering teams to translate insights into actionable improvements.
Requirements
- About Reframe Reframe is an app to help people cut back on drinking alcohol and discover the best version of themselves.
- Leverage statistical techniques and machine learning models to identify the key factors influencing user success in reducing alcohol consumption.
- Stay up-to-date with the latest trends and best practices in data science, machine learning, and user behavior analytics.
- Qualifications: Bachelor's or Master's degree in a quantitative field, such as Computer Science, Statistics, Mathematics, or Data Science. Proven
- experience in data collection, cleaning, and preprocessing using tools like SQL, Python, or R.
- Expertise in statistical analysis, machine learning, and predictive modeling techniques.
- Excellent communication and presentation skills, with the ability to effectively collaborate with cross-functional teams.
- Experience in the health or wellness industry, particularly in the context of addiction or behavior change, is preferred.