Teams at AgilityIO

Evaluate AI-generated analyses for statistical rigor, identify methodological flaws such as leakage and p-hacking, and rewrite analyses when needed. Build and assess machine learning models for classification, regression, clustering, and forecasting. Document assumptions, methodology, limitations, and reproducibility while collaborating asynchronously with engineers, product managers, and analysts.

Build and deploy production software solutions for client problems across frontend, backend, and infrastructure. Diagnose unfamiliar systems, clarify ambiguous requirements, use and verify approved AI tools, communicate risks and progress, and own work through deployment, handoff, and adoption. The role requires adaptability across stacks, strong software engineering fundamentals, client communication, and the ability to work synchronously with assigned clients.

Lead and manage software development projects remotely, translate business requirements into technical specifications, coordinate cross-functional teams across time zones, implement Agile practices, monitor progress and metrics, mitigate risks, and occasionally contribute hands-on to architecture and coding to kick off and scale projects.