Senior Data Scientist — Healthcare Network Insights

Veeva Systems; San Francisco (CA); Hybrid; USD 95,000 - 175,000; Full time

Benefits offered by this job

Medical, dental, vision, and basiclife

Flexible PTO and company paid holidays

Retirement programs

1% charitable giving program

Job summary

Veeva Systems is seeking a Data Scientist to join the Link Key Accounts team in transforming multi-source healthcare data into reliable intelligence. You will work on both quantitative analyses of claims and qualitative inferences to build org charts and influence maps.

You will partner with Product, Data Engineering, Engineering, and QA to take solutions from prototype to production, shaping methods and product in a fast-growing SaaS environment.

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 claims and other structured data to build new metrics and methodologies.
• Transform public financial data into signals and a coherent story about the financial health of healthcare organizations.
• Build entity resolution and record-linkage models across health systems, provider organizations, employers, and payers.
• Develop affiliation and network mapping — inferring how organizations and people connect and how influence flows.
• Infer organizational structure from qualitative signals, building org charts and decision-maker maps.
• Design data-sourcing methodologies that evaluate, score, and combine heterogeneous inputs into accurate account signals.
• Build models that power account targeting and segmentation.
• Partner with Product, Data Engineering, Engineering, and QA to move solutions from prototype to production.

Skills

Data science

Healthcare data

Entity resolution

Statistical modeling

Education

MS in statistics or related field

Job description

Veeva Systems is seeking a Data Scientist to join the Link Key Accounts team in transforming multi-source healthcare data into reliable intelligence. You will work on both quantitative analyses of claims and qualitative inferences to build org charts and influence maps.

You will partner with Product, Data Engineering, Engineering, and QA to take solutions from prototype to production, shaping methods and product in a fast-growing SaaS environment.