Bamboo Health is a leader in cloud-based care coordination software and analytics solutions focused on patients with complex needs, including those suffering from physical health and mental health issues and substance use disorders. We are driven by our mission of enabling better care for patients across the continuum. Our software solutions help healthcare professionals collaborate on shared patients across the spectrum of care. Join us in improving healthcare for all!
Summary:
The Data Scientist will live and breathe data and be excited about building user-facing data products. They will work with the Product Development team, Health Data Science team, other internal stakeholders, and external stakeholders to develop data-driven solutions powered by our unique data pipeline. The Data Scientist will excel at creative problem solving, cross-team collaboration, and thinking independently about how to utilize data to address the challenges our customers face.
What You'll Do:
• Data Analysis: Perform thorough data analysis to identify trends, patterns, and insights that can guide business strategies and product development.
• Model Development: Design, develop and implement machine learning models and algorithms that enable predictive and prescriptive analytics to solve complex business challenges.
• Feature Engineering: Identify relevant features and preprocess data to optimize model performance and accuracy.
• Experimentation: Devise and conduct experiments to test hypotheses, refine models, and enhance the performance of AI algorithms.
• Data Visualization: Create clear and compelling data visualizations and reports to effectively communicate findings and insights to both technical and non-technical stakeholders.
• Collaboration: Work closely with software engineers, product managers, domain experts, and other scientists to integrate data-driven insights into the product development lifecycle.
• Continuous Learning: Stay up to date on industry trends and advancements in data science and healthcare.
• Data Integrity: Ensure data quality, integrity, and consistency throughout all stages of data collection, processing, and analysis.
What Success Looks Like:
In 3 months:
• Become familiar with our data infrastructure, ETL processes, and data models.
• Complete onboarding and training programs.
• Work collaboratively with the data and product teams to understand our data-driven approach to product development.
In 6 months:
• Build predictive models to inform product development.
• Develop and implement data-driven strategies to support business growth.
• Conduct statistical analyses to validate and interpret results.
In 12 months:
• Develop innovative data-driven solutions to improve healthcare outcomes.
• Provide thought leadership on data science techniques and methodologies.
• Contribute to the growth and development of our data team.
What You Need:
• Bachelor's degree in data science, computer science, statistics, mathematics, or a related field.
• 3-5 years of related experience
• Experience in developing predictive and machine learning models
• Proficiency in Python and SQL.
• Experience with data visualization tools (e.g. Tableau, Power BI).
• Strong analytical and problem-solving skills.
• Excellent communication and collaboration skills.
• Strong attention to detail and ability to work independently.
• Self‐motivated and able to adapt and thrive in a fast paced, dynamic environment
• Ability to travel periodically for work.
• A work environment that is conducive to high quality virtual interactions. This includes but is not limited to being able to work from a quiet space with minimal interruptions or distractions, and a strong internet connection.
Special Consideration Given to:
• Experience with supervised and unsupervised anomaly/outlier detection models.
• Experience with time-series models (e.g., simple models, average and smoothing models, linear regression models, ARIMA models).
• A proficient understanding of basic machine learning model performance metrics (e.g., accuracy, precision, recall, F1, Matthew’s correlation coefficient, ROC/AUC and theory (e.g., variance-bias tradeoff)).
• An understanding of the pharmaceutical supply chain.
• An understanding of the pillars of and practices of FairAI.
What You Get:
· Join one of the most innovative healthcare technology companies in the country.
· Have the autonomy to build something with an enthusiastically supportive team.
· Learn from working at the highest levels and on the most strategic priorities of the company, including from world class investors and advisors.
· Receive competitive compensation, including equity, with health, dental, vision and other benefits.
Bamboo Health is proud to be an Equal Employment Opportunity and affirmative action employer. We celebrate diversity and are committed to creating an inclusive environment for all employees.
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