Data and Quality Validation Analyst (Contractor/ Project Based)

On Belay Health Solutions; Boston (MA); On-site; USD 52,000 - 74,000; Full time

Job summary

On Belay Health Solutions is seeking a Data and Quality Validation Analyst (contractor/project-based) to map, validate, and reconcile data across source systems and data warehouses, supporting data integration and reporting initiatives.

The role requires strong SQL, data warehouse expertise, and the ability to translate complex data into actionable insights while collaborating with analytics teams and business stakeholders on data quality issues and reporting validation.

Qualifications

• Bachelor's degree or equivalent experience in Information Systems, Analytics, CS, or related field.
• 5+ years in data analysis, BI, data warehousing, or related roles in enterprise environments.
• Advanced SQL skills for data analysis, validation, reconciliation, and mapping.
• Experience with data warehouses, reporting platforms, and enterprise data environments.
• Knowledge of healthcare quality, utilization, cost, and population health metrics for value-based care reporting.
• Strong analytical, problem-solving, and communication skills for cross-functional collaboration.

Responsibilities

• Data Discovery & Data Warehouse Validation: analyze structures, inventories, and data integrity across source systems and data warehouses.
• Document mappings, lineage, transformation logic, and validation results.
• Define requirements for new tables and backend structures to support reporting.
• Escalate data inconsistencies to ensure timely remediation and accurate reporting.
• Dashboard & Reporting Validation: verify front-end reports against backend sources and ensure KPIs align with business rules.
• Report discrepancies to technical teams for resolution.

Skills

Advanced SQL

Data analysis

Data warehousing

Business Intelligence

Healthcare analytics

Education

Bachelor's degree in Information Systems

Tools

Data Warehouse Platforms

Job description

Data and Quality Validation Analyst (Contractor/ Project Based)

About On Belay Health Solutions

On Belay Health Solutions is a Massachusetts-based physician-led managed services organization (MSO) devoted to supporting independent primary care physicians. On Belay provides enhanced Medicare value-based contracts that empower physicians with the resources necessary to invest in innovative care models and population health management tools. This allows physicians to practice medicine and positively impact the health of their communities in the way they have always dreamed.

About the role

We are seeking a highly analytical and detail-oriented Data Analyst to support a critical data integration and validation initiative. In this role, you will partner with analytics teams, business stakeholders, and external vendors to map, validate, and reconcile data across source systems and data warehouse environments.

The ideal candidate has strong SQL and data warehouse expertise, experience validating data and reporting, and a passion for turning complex data into actionable business insights. Success in this role requires strong problem-solving, attention to detail, and the ability to collaborate effectively across technical and business teams.

What you'll do

Data Discovery & Data Warehouse Validation

• Analyze and document data structures, tables, relationships, and business logic across multiple source systems and data environments.
• Conduct a comprehensive inventory of available data assets and compare them against existing data warehouse tables and models.
• Validate the accuracy, completeness, and integrity of data loaded into the data warehouse.
• Identify gaps, inconsistencies, and alignment issues between source system data and warehouse data structures.
• Create and maintain documentation related to data mappings, lineage, transformation logic, and validation results.
• Partner with technical teams to define requirements for new tables, fields, and backend data structures needed to support reporting and analytics.
• Escalate reporting and data inconsistencies to technical teams to ensure timely remediation and accurate reporting.

Dashboard and Reporting Validation

• Validate front-end portal reports and dashboards against backend data sources.
• Ensure reporting calculations, KPIs, and business rules are correctly implemented.
• Report identified data and reporting discrepancies to the technical team for resolution.

Qualifications

• Bachelor's degree in Information Systems, Data Analytics, Computer Science, Business Analytics, or a related field; equivalent experience considered.
• 5+ years of experience in data analysis, business intelligence, data warehousing, or related analytical roles within enterprise data environments.
• Advanced SQL skills with experience performing data analysis, validation, reconciliation, and source-to-target data mapping.
• Experience working with data warehouses, reporting platforms, and enterprise data environments.
• Knowledge of healthcare quality, utilization, cost, and population health metrics used in value-based care reporting and analytics.
• Strong analytical, problem-solving, and communication skills with the ability to collaborate effectively with technical and business stakeholders.

Compensation

• This is a three-month contract position (with potential to expand) requiring 40 hours per week, with an hourly rate of $46.

Come join us on the journey to better and more affordable healthcare!

We are an equal opportunity employer. Employment selection and related decisions are made without regard to age, race, color, national origin, religion, sex, disability, sexual orientation, gender identification, or being a qualified disabled veteran or qualified veteran of the Vietnam era or any other category protected by Federal or State law.