| Preferred search titles |
Back End Developer, Python Developer, Quality Assurance Automation Engineer, Integration Engineer, Application Support Engineer. |
Use this set for backend/Python/QA/API/integration/support screens, not standalone AI. |
| First-role title support |
Junior Backend Developer, Junior Python Developer, Support Engineer with Python, QA Automation Python, and API Testing / Test Automation Engineer. |
Use these in review paths, posts, and outreach copy when the first task is a bounded backend/API slice. |
| Search expansion titles |
Junior Backend Developer, Junior Python Developer, Python Automation Engineer, Backend Automation Engineer, QA Automation Python, API Testing / Test Automation Engineer, Support Engineer with Python, Integration Engineer, CRM/API Integration Engineer, and Internal Tools Engineer. |
Use these in posts, review paths, and recruiter search strings; keep AI/RAG as review evidence, not a first-title filter. |
| Top skills order target |
Python, FastAPI, PostgreSQL, Docker, GitHub Actions, RAG, Vector Databases, pgvector, OpenAPI, CRM, ERP, API Integration, workflow integration, QA Automation Python, n8n, Telegram, audit logs, idempotency, retries, runbooks. |
Keep the first visible skills tied to evidence, not generic AI claims. |
| LinkedIn skill filter target |
Python, FastAPI, PostgreSQL, REST/OpenAPI, GitHub, Docker, pytest, Systems Integration, CRM/API integration, QA/API terms, AI/RAG workflow evidence, and reliability handoff terms. |
Keep visible skills tied to evidence; keep broad DevOps/platform terms as support evidence, not the first role claim. |
| Services search surface |
Cloud Application Development, Web Development, Application Development, Custom Software Development, Information Management, and IT Consulting are broad marketplace labels; the profile overview and media should route them to Python/backend automation, AI workflow, integration, internal tools, QA/API verification, and Docker/CI handoff evidence. |
Route each request through LinkedIn Services Fit, Python Backend & AI Workflow Services, and DriveDesk AI Operator route when deeper AI workflow review is needed. |
| Services response loop |
Target first response: fit/no-fit, risky assumptions, smallest responsible first slice, review path, and handoff path. |
Strongest for requests that name the current workflow, systems involved, one observable success condition, and what must not break. |