Understanding of retrieval-augmented generation (RAG) patterns, embeddings, and tokenization ... Flexible, remote-first work environment. * Opportunities to define and build the AI roadmap of a ...
Understanding of retrieval-augmented generation (RAG) patterns, embeddings, and tokenization ... Flexible, remote-first work environment. * Opportunities to define and build the AI roadmap of a ...
Principal AI Engineer
Raleigh, NC · On-site +1
$75 - $100/hr
Seeking highly skilled AI Engineers with expertise in Multi-Agent Retrieval-Augmented Generation ... remote position. Application Deadline This position is anticipated to close on Jun 12, 2026. About ...
Principal AI Engineer
Raleigh, NC · On-site +1
$75 - $100/hr
Seeking highly skilled AI Engineers with expertise in Multi-Agent Retrieval-Augmented Generation ... remote position. Application Deadline This position is anticipated to close on Jun 12, 2026. About ...
AI Architect
Westmont, IL · Remote
$63.50 - $82.75/hr
The ideal candidate will bring deep expertise in Python, FastAPI, and Retrieval-Augmented Generation (RAG) solutions, with hands-on experience deploying scalable AI applications on Azure. This role ...
Quick apply
AI Architect
Westmont, IL · Remote
$63.50 - $82.75/hr
The ideal candidate will bring deep expertise in Python, FastAPI, and Retrieval-Augmented Generation (RAG) solutions, with hands-on experience deploying scalable AI applications on Azure. This role ...
Sr AI/ML Engineer - Hybrid in MN or DC - Remote elsewhere
Eden Prairie, MN · On-site +1
$106K - $146K/yr
You will work on large language models, retrieval-augmented generation pipelines, and agent-based AI systems while ensuring production-grade reliability, performance, and safety. You'll enjoy the ...
Sr AI/ML Engineer - Hybrid in MN or DC - Remote elsewhere
Eden Prairie, MN · On-site +1
$106K - $146K/yr
You will work on large language models, retrieval-augmented generation pipelines, and agent-based AI systems while ensuring production-grade reliability, performance, and safety. You'll enjoy the ...
AI Automation Lead - Remote
Providence, RI · On-site +1
... retrieval-augmented generation (RAG), function calling, agent loops, and workflow orchestration ... Remote Role: * This position is classified as remote where the associate will perform remote work ...
AI Automation Lead - Remote
Providence, RI · On-site +1
... retrieval-augmented generation (RAG), function calling, agent loops, and workflow orchestration ... Remote Role: * This position is classified as remote where the associate will perform remote work ...
Python Developer with LLM, GCP
Irving, TX · On-site +1
$48 - $66.25/hr
Advanced expertise in Prompt Engineering, fine-tuning, and Retrieval-Augmented Generation (RAG) techniques. Experience working with Vector databases and text embeddings. Experience within Google ...
Quick apply
Python Developer with LLM, GCP
Irving, TX · On-site +1
$48 - $66.25/hr
Advanced expertise in Prompt Engineering, fine-tuning, and Retrieval-Augmented Generation (RAG) techniques. Experience working with Vector databases and text embeddings. Experience within Google ...
Senior AI Automation Engineer
OR · Remote
$103K - $136K/yr
Own the Retrieval-Augmented Generation (RAG) lifecycle end-to-end, including ingestion, chunking ... Remote
Senior AI Automation Engineer
OR · Remote
$103K - $136K/yr
Own the Retrieval-Augmented Generation (RAG) lifecycle end-to-end, including ingestion, chunking ... Remote
Sr AI/ML Engineer - Hybrid in MN or DC - Remote elsewhere
Eden Prairie, MN · On-site +1
$106K - $146K/yr
You will work on large language models, retrieval-augmented generation pipelines, and agent-based AI systems while ensuring production-grade reliability, performance, and safety. You'll enjoy the ...
Sr AI/ML Engineer - Hybrid in MN or DC - Remote elsewhere
Eden Prairie, MN · On-site +1
$106K - $146K/yr
You will work on large language models, retrieval-augmented generation pipelines, and agent-based AI systems while ensuring production-grade reliability, performance, and safety. You'll enjoy the ...
Experience with embeddings and retrieval-augmented generation (RAG) Preferred Qualifications * PhD in Machine Learning, Computer Science, or a related quantitative discipline. * Previous experience ...
Experience with embeddings and retrieval-augmented generation (RAG) Preferred Qualifications * PhD in Machine Learning, Computer Science, or a related quantitative discipline. * Previous experience ...
Sr AI/ML Engineer - Hybrid in MN or DC - Remote elsewhere
Eden Prairie, MN · On-site +1
$106K - $146K/yr
You will work on large language models, retrieval-augmented generation pipelines, and agent-based AI systems while ensuring production-grade reliability, performance, and safety. You'll enjoy the ...
Sr AI/ML Engineer - Hybrid in MN or DC - Remote elsewhere
Eden Prairie, MN · On-site +1
$106K - $146K/yr
You will work on large language models, retrieval-augmented generation pipelines, and agent-based AI systems while ensuring production-grade reliability, performance, and safety. You'll enjoy the ...
Senior Full Stack Developer (Remote Work Option)
$102K - $178K/yr
... agents, retrieval-augmented generation (RAG), and agent orchestration frameworks. You'll work ... remote data. • Practical experience implementing RAG solutions, including document ingestion ...
Senior Full Stack Developer (Remote Work Option)
$102K - $178K/yr
... agents, retrieval-augmented generation (RAG), and agent orchestration frameworks. You'll work ... remote data. • Practical experience implementing RAG solutions, including document ingestion ...
Senior Full Stack Developer (Remote Work Option)
$102K - $178K/yr
... agents, retrieval-augmented generation (RAG), and agent orchestration frameworks. You'll work ... remote data. • Practical experience implementing RAG solutions, including document ingestion ...
Senior Full Stack Developer (Remote Work Option)
$102K - $178K/yr
... agents, retrieval-augmented generation (RAG), and agent orchestration frameworks. You'll work ... remote data. • Practical experience implementing RAG solutions, including document ingestion ...
Strong understanding of prompt engineering, retrieval-augmented generation, and evaluation ... Remote working environment * A flexible, unlimited time off policy * Generous paid holiday schedule ...
Strong understanding of prompt engineering, retrieval-augmented generation, and evaluation ... Remote working environment * A flexible, unlimited time off policy * Generous paid holiday schedule ...
Design and ship AI-native features end-to-end - LLM endpoints, retrieval-augmented generation (RAG) pipelines, tool/function calling, and agentic workflows - that meet the same bar for reliability ...
Design and ship AI-native features end-to-end - LLM endpoints, retrieval-augmented generation (RAG) pipelines, tool/function calling, and agentic workflows - that meet the same bar for reliability ...
AI Full Stack Engineer
Chicago, IL · Remote
$70 - $75/hr
AWS Solutions Architect, AWS Developer, or Kubernetes Application Developer. - Hands-on experience with Langchain/LlamaIndex and RAG (retrieval-augmented generation) architecture. - Proven experience ...
Quick apply
AI Full Stack Engineer
Chicago, IL · Remote
$70 - $75/hr
AWS Solutions Architect, AWS Developer, or Kubernetes Application Developer. - Hands-on experience with Langchain/LlamaIndex and RAG (retrieval-augmented generation) architecture. - Proven experience ...
Senior AI Platform/Backend Software Engineer
$125K - $165K/yr
Title: Senior AI Platform/Backend Software Engineer Remote role * Design and deploy agentic AI ... support Retrieval-Augmented Generation for AI agents. * Implement tracing (e.g., LangSmith ...
Senior AI Platform/Backend Software Engineer
$125K - $165K/yr
Title: Senior AI Platform/Backend Software Engineer Remote role * Design and deploy agentic AI ... support Retrieval-Augmented Generation for AI agents. * Implement tracing (e.g., LangSmith ...
Senior Software Engineer, DevAI
San Francisco, CA · On-site +1
$213K - $263K/yr
... Retrieval-Augmented Generation (RAG) * Coding Excellence: Proficiency in architecting and ... remote, the specific salary range for your preferred location, during the hiring process. Waymo ...
Senior Software Engineer, DevAI
San Francisco, CA · On-site +1
$213K - $263K/yr
... Retrieval-Augmented Generation (RAG) * Coding Excellence: Proficiency in architecting and ... remote, the specific salary range for your preferred location, during the hiring process. Waymo ...
Senior Software Engineer, DevAI
Mountain View, CA · On-site +1
$213K - $263K/yr
... Retrieval-Augmented Generation (RAG) * Coding Excellence: Proficiency in architecting and ... remote, the specific salary range for your preferred location, during the hiring process. Waymo ...
Senior Software Engineer, DevAI
Mountain View, CA · On-site +1
$213K - $263K/yr
... Retrieval-Augmented Generation (RAG) * Coding Excellence: Proficiency in architecting and ... remote, the specific salary range for your preferred location, during the hiring process. Waymo ...
Senior Software Engineer, DevAI
San Francisco, CA · On-site +1
$213K - $263K/yr
... Retrieval-Augmented Generation (RAG) * Coding Excellence: Proficiency in architecting and ... remote, the specific salary range for your preferred location, during the hiring process. Waymo ...
Senior Software Engineer, DevAI
San Francisco, CA · On-site +1
$213K - $263K/yr
... Retrieval-Augmented Generation (RAG) * Coding Excellence: Proficiency in architecting and ... remote, the specific salary range for your preferred location, during the hiring process. Waymo ...
Senior Software Engineer
Chicago, IL · On-site +1
$153K/yr
Remote work requests will be considered consistent with company's remote work policy. Job ... Multiprovider integration (OpenAI, Anthropic, MistralAI, etc.), Retrieval augmented generation ...
Senior Software Engineer
Chicago, IL · On-site +1
$153K/yr
Remote work requests will be considered consistent with company's remote work policy. Job ... Multiprovider integration (OpenAI, Anthropic, MistralAI, etc.), Retrieval augmented generation ...
Remote Retrieval Augmented Generation information
What are the key skills and qualifications needed to thrive as a Remote Retrieval Augmented Generation Engineer, and why are they important?
What is the difference between Remote Retrieval Augmented Generation vs Remote Data Scientist?
| Aspect | Remote Retrieval Augmented Generation | Remote Data Scientist |
|---|---|---|
| Credentials | AI/ML knowledge, programming skills | Statistics, programming, domain expertise |
| Work Environment | AI development, NLP projects | Data analysis, model building |
| Industry Usage | AI, NLP, machine learning | Tech, finance, healthcare |
| Search & Comparison | Often compared for AI roles involving language models | Compared for data analysis roles |
Remote Retrieval Augmented Generation focuses on developing AI models that combine retrieval techniques with language generation, requiring expertise in AI, NLP, and programming. Remote Data Scientists analyze data, build models, and interpret results, often with statistical and domain knowledge. While both roles may work remotely and involve data handling, Retrieval Augmented Generation emphasizes AI model development, whereas Data Scientists focus on data analysis and insights.
What are some common challenges faced by professionals working in Remote Retrieval Augmented Generation roles, and how can they be addressed?
What is Remote Retrieval Augmented Generation?

Full-time
Posted 18 days ago
Job description
CoreStory unlocks the hidden intelligence in your legacy code. By using AI to surface business logic and technical insights, we give enterprises the clarity to modernize faster, maintain apps smarter, and reduce the risk of costly failures.
We're looking for an AI Engineer who is passionate about building intelligent systems that blend large language models, retrieval architectures, and conversational agents into cohesive, scalable products. This role is critical to the core AI engine powering the CoreStory Platform.
Role Overview
As an AI Engineer, you'll play a central role in developing and optimizing the AI components that power CoreStory's narrative intelligence platform. You'll work across LLM integration, vector search systems, prompt orchestration, agentic systems, and retrieval-augmented generation (RAG) pipelines.
You'll collaborate closely with the product, data, and infrastructure teams to prototype, productionize, and continuously evolve our AI stack - ensuring that our systems are accurate, explainable, efficient, and on the cutting edge of modern AI capabilities.
Key Responsibilities
- Design, implement, and optimize LLM-powered systems (e.g., RAG, chat agents, summarizers, knowledge graph integration).
- Build and manage data indexing and retrieval pipelines using LlamaIndex, LangChain, or similar frameworks.
- Implement and maintain vector databases (e.g., Pinecone, Neo4j, Weaviate, Chroma, or Azure Cognitive Search).
- Integrate open-source and proprietary LLMs (e.g., GPT, Claude, Llama) into the CoreStory Platform.
- Develop and refine AI-driven features - including generative insights, automated summarization, and narrative analytics.
- Collaborate with DevOps and backend teams to deploy scalable AI services within CoreStory's cloud infrastructure.
- Continuously benchmark model performance, latency, and cost, identifying opportunities for optimization.
- Stay current with advancements in AI - from model architectures to emerging frameworks - and propose innovative applications aligned with CoreStory's mission.
- Contribute to internal documentation, experimentation frameworks, and evaluation methodologies.
Required Skills:
- 7+ years of overall engineering experience with at least 3+ years of experience in AI engineering, machine learning, or applied NLP.
- Strong hands-on experience with LlamaIndex, LangChain, or similar orchestration frameworks.
- Experience designing and implementing vector database solutions (e.g., Pinecone, Neo4j, FAISS, Milvus, Weaviate).
- Solid understanding of LLM APIs (OpenAI, Anthropic, Mistral, Hugging Face, etc.).
- Proficiency in Python, with experience in libraries such as FastAPI, Pandas, or NumPy.
- Understanding of retrieval-augmented generation (RAG) patterns, embeddings, and tokenization.
- Familiarity with prompt engineering, tool calling, and chat agent architectures.
- Strong problem-solving and analytical mindset, with attention to performance and scalability.
- Demonstrated interest in staying up-to-date with the fast-evolving AI landscape.
Preferred:
- Experience deploying AI services in production (e.g., using Docker, Azure, or AWS).
- Exposure to LangGraph, semantic search, or hybrid RAG systems.
- Familiarity with knowledge graphs, document intelligence, or multimodal AI.
- Previous experience in SaaS or early-stage startup environments.
- Competitive compensation and equity.
- Flexible, remote-first work environment.
- Opportunities to define and build the AI roadmap of a fast-growing technology company.
- Collaborative, learning-oriented culture.
- Access to cutting-edge AI models, research, and infrastructure.