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AI Data Analyst - Dallas, TX
Posted 29 days agoInactiveViewed
💎 Seniority level: Senior, 5+ years
🏢 Company: Skilled Wound Care👥 51-100Health Care
🗣️ Languages: English
⏳ Experience: 5+ years
Requirements:
- Bachelor’s degree or higher in Data Science, Statistics, Mathematics, Computer Science, or a related field.
- 5+ years of experience in data analysis, statistical modeling, and AI-driven analytics.
- Strong statistical foundation, including expertise in p-values, significance testing, Bayesian analysis, and machine learning techniques.
- Proficiency in AI/ML tools and frameworks such as TensorFlow, PyTorch, Scikit-learn, or similar.
- Advanced programming skills in Python, R, or SQL for data manipulation and analysis.
- Experience with Metabase for BI reporting and familiarity with Tableau, Power BI, or Looker.
- Strong ability to identify inconsistencies, track financial data, and interpret complex datasets with precision.
- Familiarity with ETL processes, data governance, and regulatory requirements in healthcare analytics (e.g., HIPAA, GDPR).
Responsibilities:
- Examine large datasets for inconsistencies, anomalies, and errors using advanced statistical methods.
- Utilize statistical techniques such as p-values, confidence intervals, regression models, hypothesis testing, and predictive analytics to extract meaningful insights.
- Work with AI/ML frameworks to improve data processing and automate analytical workflows.
- Track medical billing charges, payments, and revenue trends. Analyze financial data to identify inefficiencies and optimize revenue cycles. Provide detailed financial reports and data-driven recommendations to executives for business strategy.
- Work with medical data, ensuring statistical integrity in research studies, clinical trials, and healthcare analytics.
- Engage with research teams, healthcare professionals, billing teams, and business units to understand data needs and tailor analysis accordingly.
- Build dashboards, generate reports, and provide insights using Metabase. Develop automated AI-enhanced dashboards and reports for improved decision-making.
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