K-12 assessment platform processing 131M annual tests at scale
Cambium Assessment operates a high-transaction assessment platform delivering 131M tests annually across 16M students, with 1.5M simultaneous test-takers — a scale that explains their engineering-heavy hiring mix and acute focus on database performance optimization. Their tech stack (SQL Server, AWS, BigQuery, Databricks, ClickHouse) and active project list (legacy refactoring, automated scoring, generative AI agents) reveal a company modernizing a mission-critical testing infrastructure while layering AI-powered features into an older system.
Cambium Assessment is a public K-12 education assessment company operating the infrastructure behind standardized testing in U.S. schools. They administer tests for state education agencies, school districts, and families — delivering insights to educators, students, and 26M family members via their Family Portal. The platform spans the full assessment lifecycle: test delivery, automated scoring of student responses, data analytics, and reporting. At 501–1,000 employees based in Washington, D.C., they serve a mission-critical, regulated market with strict performance and security demands.
C#/.NET, SQL Server, AWS (RDS, Lambda, ECS, CloudWatch, API Gateway), React, Vue, BigQuery, Databricks, ClickHouse, R, and Python. They rely heavily on SQL Server and AWS for transactional database performance.
Modernizing legacy systems, building automated scoring methods, developing new front-end experiences, refactoring legacy infrastructure, and integrating generative AI agents and orchestration systems into the platform.
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