Operational Pilot, User Testing, and Iterative Improvement : Candidate’s resume must demonstrate two examples conducting user testing or operational pilot activity for a personally developed digital application, workflow, or prototype, to include observing feedback, defects, usability issues, process effects, or changing requirements and subsequently modifying the solution. This is a hands-on rapid delivery role to identify workflow problems and opportunities, rapidly design and personally build proof-of-concept and pilot solutions, test those solutions in operational use, iterate based on evidence and user feedback, and prepare successful solutions for transition to enterprise development, DevSecOps, platform, or scaling organizations.