200+ applicants
Carrot Fertility ยท 2 days ago
Senior Data Scientist
United States
Full-time
Remote
Senior Level
$140K/yr - $160K/yr
5+ years exp
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Responsibilities
Design and implement advanced diagnostic, predictive, and prescriptive models.
Lead data analysis projects and mentor junior team members.
Develop robust data-driven solutions and ensure data quality.
Collaborate with cross-functional teams and drive projects independently.
Apply advanced statistical methodologies and machine learning techniques to healthcare, financial, and product/platform data.
Qualification
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Required
Master's degree in Data Science, Statistics, Computer Science, Health Informatics, Actuarial Science, Economics, or a related field. A Bachelor's degree with extensive relevant experience will also be considered.
5+ years of experience in data science or related roles, with a strong background in healthcare analytics.
Advanced proficiency in SQL, Python, leveraging cloud-based data platforms (Snowflake, AWS, Azure) and machine learning frameworks, as well as statistical modeling techniques and tools like R or SAS.
Familiarity with data science libraries and tools such as NumPy, pandas, and scikit-learn.
Strong experience with data visualization tools (DOMO, Tableau, PowerBI, etc.)
Excellent problem-solving and analytical skills, with the ability to independently conceive, implement, and drive projects and proactively address challenges.
Demonstrated ability to thrive in a fast-paced, high-growth environment, balancing large-scale projects with ad-hoc requests and support tasks.
Proven ability to interface with and communicate complex technical concepts to technical and non-technical audiences, including customers, consultants, senior leadership, and executives.
Experience working with healthcare data, including medical and pharmacy claims, EHR/EMR, and clinical records. Clear understanding of coding standards and classifications (ICD, CPT, HCPCS, DRG, etc.)
Understanding of healthcare regulations and standards, such as HIPAA, including de-identification methodologies and minimum sample size requirements for both de-identification and statistical significance testing.
Preferred
Strong project management skills, including the ability to handle multiple large-scale projects simultaneously, develop project and data science initiatives roadmaps, and deliver high-quality documentation and training materials.
Ability to manage commitments and deliverables, and align projects and tasks with strategic objectives.
Demonstrated experience with dbt (data build tool) for data transformation and version control systems like Git, including developing and maintaining CI/CD pipelines to ensure robust and efficient data workflows.
Experience with healthcare-specific data standards and interoperability frameworks (e.g., HL7, FHIR).
Understanding of value-based care models and healthcare economics.
Experience in identifying, extracting, and integrating data from diverse sources using advanced data extraction, OCR, NLP, and web scraping technologies, ensuring comprehensive and robust datasets for analysis.
Experience in developing and implementing advanced predictive and prescriptive models using advanced machine learning techniques to solve healthcare problems.
Experience leading AI-enabled initiatives, such as automating routine tasks, extracting insights from large datasets, and deploying AI models for business process improvements and solutions.
Familiarity with Snowflake, leveraging its advanced AI/ML capabilities such as Snowflake's Data Science Workbench Cortex, and Snowpark to drive innovative data analytics and machine learning projects in healthcare.
Familiarity with additional programming languages such as Java, Scala, or C++.
Benefits
Health and wellness benefits
Retirement savings plans
Short- and long-term incentives
Parental leave
Family-forming assistance
Company
Carrot Fertility
Carrot Fertility is the leading global fertility care platform, serving people of every age, race, income, sex, sexual orientation, gender, marital status, and geography.
201-500 employees
Funding
Current Stage
Growth StageLeadership Team
Tammy Sun
Founder, CEO
Asima Ahmad, MD, MPH, FACOG
Co-founder and Chief Medical Officer
Recent News
Built In Chicago
2024-04-05
Built In Chicago
2024-04-05
Built In Boston
2024-04-05
Company data provided by crunchbase
