5+ years of software development experience with strong proficiency in at least two of: Python, TypeScript/JavaScript, SQL, or cloud-native frameworks

Demonstrated experience applying AI/ML in a product or business context — not just experimentation, but solutions that users depend on

Proven ability to take a legacy tool or process and modernize it end-to-end (architecture, data layer, UX, deployment)

Experience designing and building data-intensive applications — working with large, structured datasets, aggregation logic, and multi-dimensional planning grids

Strong communication skills with the ability to translate between technical and business stakeholders; comfortable leading workshops, demos, and whiteboard sessions with non-technical planners

Self-directed mindset: you can take ownership of a problem space, define the roadmap, and execute with minimal direction

Strongly Preferred

Working knowledge of demand pla...