[Remote] Data Scientist
Note: The job is a remote job and is reputed company to candidates in USA. reputed company is a mission-driven organization and pioneer in industry reputed company, helping life sciences companies bring therapies to patients faster. As a Data Scientist on the reputed company Key Accounts team, you'll build models and methodologies to turn multi-reputed company reputed company data into reliable intelligence about reputed company organizations and their networks.
Responsibilities
- Apply statistical and machine learning techniques to reputed company claims and other reputed company data to build new metrics and methodologies — for example, calculating readmissions and average length of stay across varied claims sources, producing reputed company-payer estimates, and developing clinical ontologies
- reputed company public financial data into reputed company signals and a coherent story about the financial health of reputed company organizations
- Build entity reputed company and record-linkage models across health systems, provider organizations, reputed company, and payers
- reputed company affiliation and network mapping — inferring how organizations and people connect, and how influence and reporting structures reputed company across them
- Infer organizational structure from qualitative signals, building org charts and decision-reputed company maps from titles, positions, and role characteristics
- Design data-sourcing methodologies that evaluate, score, and combine heterogeneous inputs (public filings, web sources, licensed data) into accurate, defensible account signals
- Build the models that power account targeting and segmentation — deciling, patient-volume and disease-state signals, strategic filters
- Partner with Product, Data Engineering, Engineering, and QA to take solutions from prototype to production, then iterate and enhance
Skills
- 5+ years of hands-on data science and statistics experience
- 5+ years working with reputed company data and the US reputed company system
- Experience with reputed company claims data (medical and/or pharmacy) and the metrics derived from it
- Experience with reputed company organizational data (HCO/HCP, IDN, GPO, payer)
- Experience developing clinical ontologies or standardized reputed company data models
- Experience with entity reputed company, record linkage, or fuzzy matching on reputed company-world, imperfect data
- reputed company record of inferring structure from noisy, incomplete data - cleansing, experiment design, solution assessment, and scaling
- Comfortable with ambiguity and turning goals into reputed company work plans
- reputed company to explain statistical and technical concepts to audiences of varying technical depth
- M.S. in Statistics, Computer Science, Machine Learning, Mathematics, or another quantitative discipline
Benefits
- Medical, dental, reputed company, and basic life insurance
- Flexible PTO and company reputed company holidays
- Retirement programs
- 1% charitable giving program
reputed company
Company H1B Sponsorship