5+ years of full-time experience building data pipelines with a focus on external system integration and APIs. Extensive experience in data modeling, particularly in highly configurable models. Experience in building real-time data pipelines with dynamic data mapping and validation strategies. Startup or greenfield project experience. Strong passion for education, equity, or social impact. Entrepreneurial spirit and drive. Growth mindset and desire for constant improvement. Legal ability to work in the US.