Sourced artificial intelligence and software context
Models, products, and production services: Workday Integration Developer
The City of San Jose identifies artificial intelligence as a priority growth sector and includes AI training and job-matching programs in its fiscal year 2025 to 2026 economic plan. Translate the operating context into source and target records, transformations, effective dates, volume, frequency, encryption, authentication, retries, and reconciliation. Ask how errors reach an accountable owner. AI product work can join source data, models, application code, evaluation, user feedback, cost controls, access rules, and production support under separate owners.
Evidence to request: Review an integration design with data mapping, authentication, schedule, error handling, monitoring, and reconciliation. Define the user decision, model boundary, source data, evaluation set, deployment path, access control, cost target, failure response, and approving product owner.
Sourced semiconductors and advanced manufacturing context
Engineering, fabrication, and supply controls: Workday Integration Developer
A July 2025 City of San Jose economic-development release names advanced manufacturing and semiconductors among the industries the city plans to attract, retain, and grow. Set the boundary between Workday tools and external middleware. Require the candidate to explain why a pattern was selected and how it handles change, duplicate records, partial failure, and recovery. Semiconductor and manufacturing programs may connect product definitions, equipment, process recipes, production schedules, quality results, suppliers, inventory, maintenance, and cost records.
Evidence to request: Use a failed or duplicated worker transaction and score the diagnosis, correction, replay controls, validation, and communication. Set the design or plant boundary, product revision, process control, equipment interface, traceability unit, quality release, supplier handoff, change window, and support owner.
Sourced data centers and energy infrastructure context
Capacity, continuity, and facility operations: Workday Integration Developer
San Jose's July 2026 large energy-use project page distinguishes data centers from research laboratories, advanced manufacturing sites, electric-vehicle charging hubs, and other power-intensive facilities. Define release and production support. Candidates should cover tenant migration, security, test data, regression, monitoring, runbooks, Workday updates, and downstream coordination. These facilities can combine power, cooling, networks, physical security, capacity, asset maintenance, environmental controls, backup systems, and tenant or workload commitments.
Evidence to request: Ask for a Workday release or integration deployment the developer owned, including migration, testing, dependencies, and post-release checks. Name the facility and workload boundary, capacity unit, power and cooling dependencies, availability target, access model, maintenance path, recovery test, and change authority.