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Роль сочетает прикладное машинное обучение в здравоохранении, статистический анализ и работу с клиентами, но из-за отсутствия данных о локации и условиях занятости общую картину оценить сложнее.
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Современный стек
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Работа с руководством
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Описание вакансии
Текст:
Hirify AI/Оригинал
TL;DR
Healthcare Data Scientist (AI): Building predictive models, analytics pipelines, and machine learning systems for healthcare cost prediction, risk stratification, claims anomaly detection, and population health segmentation with an accent on large-scale healthcare data, statistical analysis, and data privacy. Focus on deploying production ML models, developing federated learning and synthetic data techniques, and translating complex healthcare insights for clients and C-suite stakeholders.
Location: Not specified
Company
hirify.global is an AI-native healthcare platform and consulting company using automation, analytics, and advisory services to improve employer healthcare management.
What you will do
Build predictive models and analytics pipelines for healthcare benefits, including cost prediction, risk stratification, claims anomaly detection, and population health segmentation.
Analyze large-scale medical claims, pharmacy, enrollment, and biometric datasets.
Create visualizations and dashboards that translate healthcare data into actionable client and consulting insights.
Conduct regression, survival analysis, causal inference, and other statistical analyses to evaluate benefits interventions and plan design changes.
Partner with research and LLM engineering colleagues on quantitative models, training datasets, and evaluation metrics.
Build data-quality monitoring systems, research privacy-preserving techniques, and present findings to technical, non-technical, client, and C-suite audiences.
Requirements
3+ years of experience in data science, applied machine learning, or advanced analytics, preferably in healthcare, insurance, or benefits.
Strong proficiency in Python, including pandas, scikit-learn, XGBoost, TensorFlow, or PyTorch, and SQL.
Experience with medical and pharmacy claims, eligibility files, cost metrics, and utilization metrics.
Strong foundation in hypothesis testing, regression, Bayesian methods, and experimental design.
Experience building and deploying machine learning models in production environments.
Proficiency with Tableau, Power BI, Plotly, or similar data visualization tools.
Strong communication skills and the ability to present data insights to non-technical audiences.
Nice to have
Experience with self-funded employer health plan analytics, stop-loss modeling, or actuarial analysis.
Knowledge of ICD-10, CPT, NDC, FHIR, or HL7 healthcare data standards.
Experience with AWS, GCP, Azure, Spark, or Databricks.
Background in health economics, outcomes research, or epidemiology.
Experience applying NLP or LLMs to healthcare text such as clinical notes, plan documents, or formularies.
Published research in health informatics, data science, or applied machine learning.
Experience with HIPAA, data privacy, and de-identification techniques.
Master's degree or PhD.
Culture & Benefits
Flexible work arrangements.
Competitive salary and comprehensive benefits.
Direct mentorship from senior leadership in a fast-paced, flat organizational structure.
Collaboration with sales, consulting, and product teams, with exposure to enterprise sales, consulting, and product development.
Opportunity to work on AI-driven healthcare innovation with high visibility and direct reporting to leadership.
Hiring process
Email a resume to careers@hirify.global.
Use the subject line “Medical AI Advisory Scientist - [Your Name]” and include a brief note explaining why you are the A+ player sought for the role.
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