The External Data Analytics team builds and operates the data platform that powers trusted, timely analytics across College Board’s exam and AP Classwork programs, including AP Classwork’s continuous, year-round data needs. We’re a small, closely knit, cross-functional team (~7 engineers today, and growing) with a mix of data engineering and full-stack backgrounds. We value ownership, thoughtful automation, clear documentation, pragmatic architecture, and keeping students top of mind in everything we build.
As the technical lead for the platform, you’ll own architecture end-to-end and serve as the final technical authority on the team’s hardest problems, operating a level above a senior IC. You’ll stay hands-on yourself, writing production infrastructure-as-code and setting the coding standards the team follows, while leading design and implementation across streaming and batch ingestion, curated analytical data products, and reliable data-consumption patterns. Because our immediate priority is AP Classwork analytics, you’ll be designing for continuous, steady-state, year-round throughput and long-running data quality, often working through ambiguity as requirements and priorities evolve; not just a single test-day spike.
You will work with contributing domain teams to establish data contracts and ensure data is accurate, governed, secure, and ready for analysis, making and communicating tradeoffs involving scale, performance, reliability, cost, and operational complexity along the way. You’ll also set the standard for how the team uses AI-assisted coding responsibly, establishing review practices and guardrails for AI-generated code, and, as a technical anchor for the team, mentor engineers and raise engineering standards across the platform.