Senior Data Scientist: Healthcare Analytics & Network Mapping

Royper Royco LLC; United States; Remote; USD 95,000 - 175,000; Full time

Benefits offered by this job

Medical, dental, vision, and basicLife

Flexible PTO

1% charitable giving program

Company paid holidays

Job summary

Veeva Systems is a mission-driven SaaS company focused on life sciences. We’re seeking a Data Scientist to build models turning multi-source healthcare data into reliable intelligence about organizations, networks, and decision-makers.

The role spans quantitative and qualitative analysis and offers early-stage influence on methods and product. The candidate will work with Product, Data Engineering, Engineering, and QA to take solutions from prototype to production, shaping methods, ontologies,

Qualifications

• 5+ years of hands-on data science and statistics experience.
• 5+ years working with healthcare data and the US healthcare system.
• Experience with healthcare claims data (medical and/or pharmacy) and the metrics derived from it.
• Experience with healthcare organizational data (HCO/HCP, IDN, GPO, payer).
• Experience developing clinical ontologies or standardized healthcare data models.
• Experience with entity resolution, record linkage, or fuzzy matching on real-world data.
• Track record of inferring structure from noisy, incomplete data and scaling.

Responsibilities

• Apply statistical and machine learning techniques to healthcare data to build new metrics and methodologies.
• Transform public financial data into signals and a coherent story about financial health of organizations.
• Build entity resolution and record-linkage models across health systems and payers.
• Develop affiliation and network mapping to infer connections and reporting structures.
• Infer organizational structure from qualitative signals to build org charts and decision-maker maps.
• Design data-sourcing methodologies to evaluate and combine heterogeneous inputs into accurate signals.
• Build models powering account targeting and segmentation.
• Collaborate with Product, Data Engineering, Engineering, and QA to move solutions from prototype to production.

Skills

Data science

Healthcare data

Claims data

Entity resolution

Communication

Education

MS in Statistics/CS/ML/Math

Job description

Veeva Systems is a mission-driven SaaS company focused on life sciences. We’re seeking a Data Scientist to build models turning multi-source healthcare data into reliable intelligence about organizations, networks, and decision-makers.

The role spans quantitative and qualitative analysis and offers early-stage influence on methods and product. The candidate will work with Product, Data Engineering, Engineering, and QA to take solutions from prototype to production, shaping methods, ontologies,