| Qualification | Detail | Level |
| UiPath Development | Production-level RPA design and delivery; UiPath certifications preferred (UiARD or equivalent) | Required |
| React / Frontend Engineering | React 18+, TypeScript, component architecture, integration with REST/API backends | Required |
| EST Time Zone Availability | Must be fully available for core EST business hours and sprint/PI ceremonies | Required |
| Automation Analysis & Design | Process assessment, ROI/cost-saving analysis, solution design, and implementation planning | Required |
| Production Operations | Monitoring, incident triage, root cause analysis, and remediation of live automation environments | Required |
| AI / LLM Integration | Hands-on experience with OpenAI, Azure OpenAI, or Anthropic APIs; RAG pipelines, function calling, streaming UX patterns | Required |
| Agile / SAFe Delivery | Active participation in PI planning, sprint ceremonies, and backlog refinement; Jira proficiency | Required |
| Regulated Industry Experience | Prior work in financial services, healthcare, or other regulated environments preferred | Preferred |
| Snowflake | Data querying, pipeline integration, and analytics workflows | Preferred |
| ServiceNow / Salesforce | Workflow configuration, API integration, or administration experience | Preferred |
| Python / C# | Scripting and custom component development within automation pipelines | Preferred |
| Technical Documentation | Arc42, design specs, API contracts, and operational runbooks | Preferred |