Work with vendors and stakeholders to review, validate, and confirm business and technical requirements, managing delivery dependencies and ensuring alignment with business needs, technical standards, and operational constraints
Manage end-to-end delivery of web applications and internal integration solutions that streamline business operations and enhance system interoperability
Knowledge of professional software engineering and best practices for the full software development life cycle, including coding standards, code reviews, source control management, build processes, testing, and operations
Select the appropriate architecture for each use case rather than applying multi-agent patterns by default:Deterministic workflow and state-machine architectures for repeatable, high-confidence operational processes.Planner-executor architectures for decomposing complex investigation, planning, and remediation tasks.Supervisor-worker or manager-worker architectures for coordinating specialist domain agents.Router architectures for selecting the right model, tool, knowledge source, workflow, or specialist agent.Reflection, critic, verifier, or judge patterns for quality assurance, validation, and safety checks.Event-driven architectures for responding to telemetry anomalies, workload failures, scheduler events, benchmark regressions, and operational alerts.Human-in-the-loop architectures for high-impact recommendations, privileged actions, or changes to production environments.
Perform computer system validation activities for MES and manufacturing application changes, including risk-based assessment, traceability between requirements, configuration and testing, support for validation deliverables, and release approval readiness.
Coordinate internal teams as well as external vendors to drive successful project delivery while managing stakeholder expectations and maintaining effective relationships across regional and global teams.
