> Markdown version of [/jobs/ext/3424719-ai-rag-engineer-full-stack-genai-application-engineer](https://www.wearedevelopers.com/jobs/ext/3424719-ai-rag-engineer-full-stack-genai-application-engineer). Every page supports `.md` or `Accept: text/markdown`. Links point to the HTML versions so they work for humans too. Agent guide: [/agents.md](https://www.wearedevelopers.com/agents.md). --- # AI/RAG Engineer - "Full-stack GenAI application engineer - **Company:** LINCOLN SOFT TECH LLC - **Location:** Dallas, TX, United States - **Experience:** Starter - **Contract:** Permanent contract - **Skills:** Application Layers, Automated Storage and Retrieval Systems, MongoDB, Redis, Search Technologies, ReactJS, Large Language Models, Backend, Fastapi, AngularJS, Front End Software Development, Api Gateway, Data Pipelines - **Published:** September 17, 2026 - **Apply:** https://www.dice.com/job-detail/fe10b464-087b-4bf8-a7c6-2212187b414e ## About the Role * Hands-on with the full RAG pipeline: chunking strategy, embedding model selection, retrieval tuning, reranking, summarization - able to speak to trade-offs at each stage * Application layer strength: FastAPI, JWT/auth, API Gateway patterns, plus MongoDB/Redis and ideally some Angular/React exposure * Semantic search and data pipeline experience is called out specifically here - so someone who's built search/retrieval systems (even pre-LLM) transfers well * This is the most "well-rounded builder" of the three - backend + data pipeline + some frontend awareness * Good fit: a product-minded backend engineer who's spent the last 1-2 years specifically in applied GenAI/RAG, ideally in a team shipping to real users rather than research/prototyping. ## Related Videos - [Watch Tests Go Brrrr! : Getting Started with Cypress in ReactJS](https://www.wearedevelopers.com/videos/282-watch-tests-go-brrrr-getting-started-with-cypress-in-reactjs) - [40 Minutes to Build a Serverless COVID-19 REST and GraphQL APIs](https://www.wearedevelopers.com/videos/208-40-minutes-to-build-a-serverless-covid-19-rest-and-graphql-apis) - [Reducing LLM Calls with Vector Search Patterns - Raphael De Lio (Redis)](https://www.wearedevelopers.com/videos/1714-reducing-llm-calls-with-vector-search-patterns-raphael-de-lio-redis) - [RAG's Not Dead, You're Just Using It Wrong! - Phil Nash](https://www.wearedevelopers.com/videos/1906-rag-s-not-dead-you-re-just-using-it-wrong-phil-nash) - [Accelerating GenAI Development: Harnessing Astra DB Vector Store and Langflow for LLM-Powered Apps](https://www.wearedevelopers.com/videos/966-accelerating-genai-development-harnessing-astra-db-vector-store-and-langflow-for-llm-powered-apps) - [NoSQL Data Modeling for Front-end Developers](https://www.wearedevelopers.com/videos/297-nosql-data-modeling-for-front-end-developers) ## Related Articles - [Graph and AI Trends 2026: Why Is AI Running but Not Yet Delivering?](https://www.wearedevelopers.com/magazine/680-graph-and-ai-trends-2026-why-is-ai-running-but-not-yet-delivering) - [How to Become an AI Engineer](https://www.wearedevelopers.com/magazine/331-how-to-become-an-ai-engineer) - [Dev Digest 121 - AI goes offline](https://www.wearedevelopers.com/magazine/456-dev-digest-121-ai-goes-offline) - [Dev Digest 120 - Apple and peers](https://www.wearedevelopers.com/magazine/455-dev-digest-120-apple-and-peers) - [ I Gave a Video Editor More Autonomy Than a Trading Bot. On Purpose.](https://www.wearedevelopers.com/magazine/773-i-gave-a-video-editor-more-autonomy-than-a-trading-bot-on-purpose) - [What Are Large Language Models?](https://www.wearedevelopers.com/magazine/304-what-are-large-language-models)