200+ applicants
eddii · 2 days ago
Data Scientist
United States
Part-time
Remote
Mid Level
3+ years exp
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Responsibilities
Analyze and derive insights from continuous glucose monitoring (CGM) data, and other relevant patient information (e.g., meal intake, insulin dosing).
Develop predictive and prescriptive analytics to personalize diabetes management strategies for non-clinical users and clinical patients.
Create and refine algorithms that personalize overall diabetes management strategies.
Design machine learning models to predict and prescribe actions based on non-clinical and clinical data.
Analyze patient behavior data to identify patterns and trends that can inform the development of personalized motivational strategies.
Monitor and optimize the performance of data models to enhance non-clinical user and clinical patient experience and healthcare outcomes.
Integrate various data sources, including standard claims processing system files and user-generated data, to enhance predictive and prescriptive capabilities.
Work closely with cross-functional teams, including product, engineering, and clinical teams, to align data science initiatives with business goals.
Stay updated with the latest advancements in data science, machine learning, and healthcare analytics.
Ensure that all data science activities comply with relevant healthcare regulations and standards.
Qualification
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Required
Bachelor's or higher degree in Statistics, Computer Science, Biomedical Engineering, or a related field.
Minimum of 3 years of experience working in data science, preferably within the healthcare or telehealth industry.
Proven experience working with real-time medical data, including CGM data.
Strong understanding of machine learning algorithms and programming languages such as Python, Java, or R.
Familiarity with big data platforms and tools (e.g., Hadoop, Spark).
Excellent analytical and problem-solving skills with a passion for utilizing data to improve patient care.
Ability to navigate a complex healthcare environment and understand the intricacies of diabetes management.
Experience with behavioral analytics and designing interventions to promote habit formation.
Preferred
Master's or Ph.D. degree in a related field.
Relevant data science or machine learning certifications (e.g., TensorFlow, AWS Machine Learning).
In-depth understanding of the digital health landscape and patient engagement strategies.
Experience with AI-driven healthcare solutions.
Knowledge of regulatory requirements and standards in healthcare data management.
Benefits
Competitive salary
Equity
Healthcare benefits
PTO
Company
eddii
eddii is a virtual in-app character designed to engage people living with diabetes to track and record their health.
2-10 employees
Funding
Current Stage
Early StageTotal Funding
$3.5MKey Investors
Alumni VenturesKapor Capital
2023-08-01Seed· Undisclosed
2023-01-25Seed· $2.5M
2022-06-01Pre Seed· $1M
Leadership Team
Farhaneh Ahmadi
Co-Founder and CEO
Alonso Lucero
Co-Founder and COO
Company data provided by crunchbase
