8 часов назад
Senior Data Scientist (NLP)
92 901 - 95 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior Data Scientist (NLP): Building statistical, predictive, machine learning, and NLP models for healthcare analytics and payment integrity with an accent on population health, fraud detection, and care management performance. Focus on designing cross-client ML/AI solutions, modeling healthcare insurance and provider data, and improving savings and operational efficiency across pre- and post-payment cycles.
Location: Work from home anywhere in the United States; relocation to various U.S. client-site locations may be required, with relocation paid by the employer under internal policy.
Salary: $92,901.04–$95,000.00 per year
Company
provides technology, transformation-driven BPM, and healthcare-domain services focused on improving member and patient experiences.
What you will do
- Develop and interpret mathematical, statistical, predictive, machine learning, and NLP models for strategic decision-making.
- Evaluate population health management programs using propensity matching and test/control group analysis.
- Analyze fraud, waste, abuse, care management, medication adherence, and clinical visit data.
- Build probabilistic models for Home Health and long-term care applications.
- Develop predictive models to improve savings and operational efficiency across pre- and post-payment cycles.
- Design cross-client ML/AI solutions to identify inappropriate provider behavior and stratify social risk.
Requirements
- Bachelor’s degree or foreign equivalent in Engineering, Data Analytics, or a related field.
- At least five years of experience in the position offered, as a Data Analyst, or in a related position.
- Five years of experience with statistical and predictive modeling, machine learning, NLP, data mining, and statistical studies.
- Five years of experience using Python, R, SQL, and SAS to extract and transform data from multiple sources.
- Three years of experience with healthcare data modeling covering insurance and provider data.
- Three years of experience with healthcare insurance, healthcare economics, care plans, billing, utilization management, risk adjustment, and long-term care.
Culture & Benefits
- Work-from-home arrangement across the United States.
- Full-time schedule of 40 hours per week, Monday through Friday.
- Relocation to required U.S. client-site locations may be supported by the employer according to internal policy.
- Equal employment opportunity employer.
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