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 Pittsburgh demand, clients, or candidate supply.
Sourced robotics and artificial intelligence context
Models, sensors, controls, and deployed machines: Salesforce Architect
A 2023 Urban Redevelopment Authority report describes Pittsburgh's National Robotics Engineering Center and its work across energy, agriculture, defense, and manufacturing, with a regional network of robotics and AI companies. 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. Robotics delivery can join models, perception, controls, embedded software, sensors, simulation, test hardware, safety constraints, fleet data, and field support.
Evidence to request: Use a domain-model and sharing exercise with conflicting business-unit requirements and a stated system of record. Define the machine and environment, autonomy boundary, sensor inputs, safety owner, test protocol, deployment target, failure response, and production evidence.
Sourced advanced manufacturing context
Engineering, production, and quality controls: Salesforce Architect
The Urban Redevelopment Authority's 2019 opportunity-zone prospectus identifies advanced manufacturing among the industry clusters supported by Pittsburgh's research and development base. Define the integration portfolio and nonfunctional limits. Candidates should compare synchronous, event, batch, and middleware patterns against volume, latency, failure recovery, and support ownership. Advanced manufacturing work may connect product models, parts, machines, instructions, schedules, quality results, maintenance, suppliers, and cost records through long equipment lifecycles.
Evidence to request: Review an architecture decision record for an integration choice, including rejected options and operating consequences. Set the product, process, facility, system boundaries, configuration baseline, equipment interfaces, quality release, cutover limits, traceability, and support ownership.
Sourced life sciences context
Clinical, research, and health operations: Salesforce Architect
The same Pittsburgh prospectus identifies life sciences as a research-supported cluster and describes a regional base that includes health care and university research institutions. 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. Life-sciences roles can sit in discovery, clinical care, laboratory operations, regulated products, manufacturing, or enterprise functions with different evidence and access requirements.
Evidence to request: Ask for a governance mechanism the architect introduced and evidence that teams used it to make or reverse a design decision. Name the scientific, clinical, product, or business process, regulated boundary, record authority, validation need, access controls, retention rule, and approving reviewer.