# Lorven Technologies Inc. — AI Architect

- Generated: 2026-09-10 06:28:16 AM EDT
- Original/canonical posting: https://www.linkedin.com/jobs/view/4463877621/
- Provider: LinkedIn
- Posted: approximately 2026-09-09 10:28 AM EDT (from '20 hours ago')
- Elapsed since posting: represented by the provider's relative posting label and approximate Eastern timestamp
- Applicants: 49 applicants
- Work model/location: Remote — United States
- Compensation: Not disclosed
- Travel: Not disclosed
- Positioning track: Technical IC
- Fit outcome: FAIL — 86%

## Direct-match strengths

Enterprise AI architecture, GenAI, multi-agent systems, RAG, semantic retrieval, model routing, governance, observability, cloud architecture, reusable accelerators, and executive consulting.

## Hard or material gaps

Hard compensation-policy failure: compensation is undisclosed for a non-Director/VP/Chief title. AtScale is unsupported, while multi-cloud depth is strongest on AWS with direct Google Vertex exposure but limited Azure evidence.

## Evidence map

1. Enterprise AI transformation and architecture (weight 3, evidence 3/3) — Direct strategy-through-production AI platform architecture.
2. LLMs, RAG, multi-agent systems (weight 3, evidence 3/3) — Direct AssistX implementation.
3. AI governance, security, and observability (weight 3, evidence 3/3) — Direct MassMutual and AssistX evidence.
4. Multi-cloud architecture (weight 2, evidence 2/3) — Deep AWS and direct Google Vertex experience; Azure is not claimed.
5. Business cases, roadmaps, and executive communication (weight 2, evidence 3/3) — Direct product, consulting, and C-suite advisory evidence.
6. AtScale semantic layer (weight 1, evidence 0/3) — Unsupported named platform.
7. Compensation (weight 3, evidence 0/3) — Undisclosed for a non-qualifying title.

## Full normalized job description

Job title: AI Architect
Location: Remote
Job Description:
Bachelor’s degree in business, Information Technology, Engineering, or a related field with minimum
10+ years’ experience.
AI Architecture, Solution Design & Technical Leadership
Generative AI (GenAI), Large Language Models (LLMs), Agentic AI
Multi-Agent Systems, Agent Orchestration & Autonomous Workflows
Multi-LLM Strategy, Model Routing & LLM Governance
Retrieval Augmented Generation (RAG), Semantic Search & Knowledge Architecture
LLM Integration, Prompt Engineering & Context Management
AI Platform Architecture & Enterprise AI Transformation
Hybrid & Multi-Cloud Architecture (Azure, AWS, GCP)
AI Security, Responsible AI, Governance & Compliance
AI Observability, Monitoring & Performance Optimization
AI FinOps, Cost Modeling, Cost Optimization & ROI Analysis
AtScale Semantic Layer Architecture & AI-Driven Analytics
Business Case Development, Technology Strategy & Roadmap Definition
Stakeholder Management, Executive Communication & Technical Consulting
Enterprise Integration Patterns & Scalable AI Solution Delivery
AI Reference Architectures, Frameworks & Reusable Accelerators

## 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