# TrnDigital — AI Architect

- Generated: 2026-09-16 02:20:33 PM EDT
- Original/canonical posting: https://www.ziprecruiter.com/c/TrnDigital/Job/AI-Architect/-in-Remote%2CUS?jid=a9288695fe2942b1
- Provider: ZipRecruiter alert and indexed canonical listing
- Posted: Email alert received 2026-09-16 12:19 PM EDT; posting time not disclosed
- Elapsed since posting: represented by the provider's relative posting label and approximate Eastern timestamp when available
- Applicants: Not disclosed
- Work model/location: Remote — United States; associated with Newton, Massachusetts
- Compensation: $180,000-$220,000 annually
- Travel: Not disclosed
- Positioning track: Technical IC
- Fit outcome: FAIL — 72%

## Direct-match strengths

Python, FastAPI, RAG, document processing, conversational AI, LangChain, LangGraph, API design, enterprise architecture, production readiness, security, mentoring, and client communication.

## Hard or material gaps

Material required-platform and scope gaps: the role centers Microsoft Foundry, Azure AI Search, and Azure Document Intelligence, none of which are source-supported. Presales, proposals, RFP responses, and demos are recurring duties, conflicting with Keith's no-GTM preference. The canonical page is challenge-protected and the U.S. scope should be reconfirmed.

## Evidence map

1. AI/ML solution architecture (weight 3, evidence 3/3) — Direct enterprise AI architecture.
2. Python and FastAPI (weight 3, evidence 3/3) — Direct hands-on production experience.
3. RAG, LangChain, and LangGraph (weight 3, evidence 3/3) — Direct current implementation.
4. Microsoft Foundry and Azure AI services (weight 3, evidence 0/3) — Not source-supported.
5. Presales, proposals, RFPs, and demos (weight 3, evidence 1/3) — Executive solution shaping exists; recurring GTM duties conflict with preferences.
6. Production security and enterprise alignment (weight 2, evidence 3/3) — Direct governance, security, and production operations.

## Keyword diagnostic

Strong Python/FastAPI/RAG/agent architecture overlap, rejected by required Azure AI stack depth and recurring presales/RFP responsibilities.

## Full normalized job description

TrnDigital seeks a full-time remote AI Architect associated with Newton, Massachusetts. The role designs enterprise AI solutions for retrieval-augmented generation, document processing, structured-data extraction, and conversational AI. It leads technical design using Microsoft Foundry, Azure AI Search, Azure Document Intelligence, LangChain, LangGraph, and LangSmith; translates client requirements into scalable architectures; and ensures production readiness, security, and enterprise-architecture alignment. The architect supports proposals, RFP responses, presales demonstrations, and client presentations, provides project updates, mentors developers, reviews code, and interviews candidates. Required qualifications include eight or more years of overall experience, at least three years in AI/ML solution architecture, hands-on Python and FastAPI, and API design using Swagger/OpenAPI. The ZipRecruiter alert lists $180,000-$220,000 per year. The stable canonical posting is currently protected by a 403 challenge, so the JD was reconstructed from the originating Gmail alert and multiple matching public search-index extracts rather than a directly readable posting page.

## Artifact metadata

- Resume: Not generated because the fit gate returned FAIL.
- Cover letter: Not generated because the fit gate returned FAIL.
- LinkedIn note: Not generated for a FAIL role.
- Google Drive used: No