01Overview
Mandatory technical skills
Minimum
1
Professional Python development
5+ years
2
Designing and debugging stateful, multi-step systems state machines, session/context management, workflow engines, or protocol implementations
3+ years, demonstrable
3
REST API integration including mTLS, OAuth2, JWT client assertions, certificate lifecycle, and secret management
3+ years
4
Automated testing: unit test design, mocking, and test strategy as a correctness discipline
3+ years
5
CI/CD pipeline construction GitHub Actions, GitLab CI, Azure DevOps, or equivalent
2+ years
6
Git-based branching and workplace promotion workflows
3+ years
7
Production debugging from logs, traces, and metrics without interactive debugger access
3+ years
8
Reading and working within an existing framework or SDK that must not be modified
Demonstrable
Core responsibilities
1. Build and modify conversational flows across dialog, orchestration, and knowledge layers
2. RAG / knowledge-retrieval tuning
3. Own escalation logic: transfer conditions, routing destinations, context payload, and reason-code registration
4. Experience with LLM-driven conversation: prompt behavior, guardrail design, and awareness that models generate content nobody authored
5. Integrate backend systems through the established handler layer
6. Author automated tests unit tests plus platform conversation-level test cases and maintain the regression suite
7. Build and own CI/CD: validation, test execution, and gated promotion across environment tiers
8. Own deployment and rollback; act as first responder for production incidents
9. Independently diagnose and remediate defects to root cause, with a regression test accompanying every fix
10. Own configuration and feature-flag governance
11. Maintain design, test, and state documentation in alignment with running behavior
12. Reconcile inbound platform changes that originate outside version control, classifying behavioral versus cosmetic impact .
