Hiring brief scenarios
Build the Salesforce Architect brief around the work.
These scenarios connect location context to role responsibilities. Use them as prompts to verify with the employer, not as measures of San Francisco demand, clients, or candidate supply.
Sourced artificial intelligence context
AI product and research activity: Salesforce Architect
San Francisco's economic-development page reports that city-based companies attracted $34.3 billion in venture funding in 2023 and attributes more than 20 percent of United States AI job postings to the area for that period. These dated figures describe the wider market, not current openings or Crosscheck activity. Tie the operating scenario to domain boundaries and record ownership. Ask how the architect would divide standard objects, custom objects, external data, identity, and reporting across the platform. AI product teams may change model providers, evaluation methods, and data controls while they move from prototypes to supported services.
Evidence to request: Use a domain-model and sharing exercise with conflicting business-unit requirements and a stated system of record. Define the product stage, model boundary, data rights, evaluation owner, and production service level before comparing candidate backgrounds.
Sourced financial district context
Financial and enterprise systems: Salesforce Architect
The City and County of San Francisco identifies the Financial District and the Market Street transit spine as core downtown business areas. The geography supports a financial or enterprise systems scenario, but it does not identify a specific employer or vacancy. Define the integration portfolio and nonfunctional limits. Candidates should compare synchronous, event, batch, and middleware patterns against volume, latency, failure recovery, and support ownership. Enterprise finance work can involve high-value records, role-based access, reporting deadlines, and integrations with older platforms.
Evidence to request: Review an architecture decision record for an integration choice, including rejected options and operating consequences. Ask which transactions, users, controls, and downstream reports the role supports and whether office presence follows a stated operating need.
Sourced mission bay and research context
Life-sciences data and operations: Salesforce Architect
San Francisco's economic-development page identifies Mission Bay as one of the city's growing office and industry clusters. Mission Bay contains research and health institutions, so employers may need technical staff who can work with scientific, clinical, or operational systems. Set governance around customization, security, releases, and technical debt. Require a decision process that product owners and delivery teams can use after the architect leaves. Research and health data can require validation, controlled access, lineage, and communication with scientists or clinical staff.
Evidence to request: Ask for a governance mechanism the architect introduced and evidence that teams used it to make or reverse a design decision. Determine whether domain experience is mandatory and name the validation or data-governance artifact a candidate must explain.