Data Scientist

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🍂 Massachusetts – Remote

🍂 Massachusetts – Remote

💵 $105k / year

⏰ Full Time

🟢 Junior

🟡 Mid-level

📊 Data Scientist

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Guide Healthcare

WebsiteLinkedInAll Job Openings

51 - 200 employees

Founded 2018

⚕️ Healthcare Insurance

🏥 Healthcare

🎯 Recruiter

Healthcare Insurance • Healthcare • Recruitment

Guide Healthcare is leading a movement where creativity delivers positive change in the healthcare sector. The company specializes in allied health service provision and healthcare recruitment, focusing on the support and treatment of older adults. With a commitment to adding value to their clients, partners, and teams, Guide Healthcare aims to do things differently in the industry.

📋 Description

• Partner with Clinical, Quality, and CDI teams to understand operational goals and identify opportunities for data science support • Perform statistical and machine learning analyses of clinical, claims, and other healthcare data • Apply causal inference, predictive modeling, risk stratification, time-series analysis, and data visualization • Apply clinical intelligence and relevant literature to validate cohort definitions, code sets, and model features • Develop and maintain SQL and Python code for replicable analyses and production data pipelines • Communicate analytic results through visualizations, presentations, and written summaries • Perform scripted and manual data QA and validation checks for format, completeness, and accuracy

🎯 Requirements

• Bachelor's degree in a quantitative or technical field such as Data Science, Statistics, Biostatistics, Epidemiology, Health Informatics, Computer Science, or equivalent experience • 2+ years of experience applying data science, statistics, or advanced analytics to healthcare data • Working knowledge of clinical workflows and terminology • Familiarity with clinical vocabularies and coding systems including CPT, ICD-10-CM, SNOMED CT, RxNorm, LOINC, and NPI • Understanding of healthcare operations including care management, risk adjustment, quality improvement, revenue cycle, prior authorization, and value-based care • Proficiency in SQL and Python • Working knowledge of Bash • Applied statistics knowledge including hypothesis testing, regression, model evaluation, and causal inference • Experience with data integration and ETL, data normalization, SFTP, and API connections • Experience using Git-based source control such as GitHub throughout a software development lifecycle • Experience with data QA and validation processes • Familiarity with AWS, GCP, or Azure • Strong communication and presentation skills for clinical and technical audiences • Preferred: advanced degree or clinical licensure combined with formal data science training • Preferred: 2+ years of experience in a clinical care, clinical informatics, or CDI setting, or degree, licensure, or certification in a related clinical field • Preferred: AWS services such as S3, Lambda, and Step Functions • Preferred: Arcadia Analytics Foundry database • Preferred: Jira and Confluence

🏖️ Benefits

• Fully remote work and flexibility • Comprehensive Medical, Dental, and Vision plans • 401(k) plan with a 3% employer match to the employee's 6% contribution • Life and Disability insurance • Voluntary Life insurance options • Employee Assistance Program (EAP) • Paid time off plans • Paid parental leave • Learning and development resources • Necessary work equipment provided at no charge • Eligibility for comprehensive benefits package for full-time employees working 30 hours per week or more