Senior Data Scientist, Healthcare Insights & Networks

Veeva Systems; New York (NY); Remote; USD 95,000 - 175,000; Full time

Benefits offered by this job

Medical insurance

Dental insurance

Vision insurance

Life insurance

Flexible PTO and holidays

Retirement programs

1% charitable giving program

Job summary

Veeva Systems is seeking a Data Scientist on the Link Key Accounts team to turn multi-source healthcare data into reliable intelligence. You will work on claims data, financial signals, and qualitative signals to map organizations, roles, and decision-makers.

The role involves building entity resolution models, inferring hierarchies, and shaping methods that feed account targeting and segmentation. Collaboration with product and engineering is essential.

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, imperfect data.
• Track record of inferring structure from noisy, incomplete data - cleansing, experiment design, solution assessment, and scaling.
• Comfortable with ambiguity and turning goals into tangible work plans.
• Able to explain statistical and technical concepts to audiences of varying technical depth.

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 clear 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 and reporting structures flow across them.
• Infer organizational structure from qualitative signals, building org charts and decision-maker maps from titles, positions, and role characteristics.
• Design data-sourcing methodologies that evaluate, score, and combine heterogeneous inputs 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

Data science

Healthcare data

Entity resolution

Statistical analysis

Machine learning

Communication

Explain concepts

Education

MS in Statistics, CS, ML, Mathematics

Job description

Veeva Systems is seeking a Data Scientist on the Link Key Accounts team to turn multi-source healthcare data into reliable intelligence. You will work on claims data, financial signals, and qualitative signals to map organizations, roles, and decision-makers.

The role involves building entity resolution models, inferring hierarchies, and shaping methods that feed account targeting and segmentation. Collaboration with product and engineering is essential.