Strong understanding of LLM frameworks (RA, or similar) and retrieval-augmented generation (RAG). · * Expertise in designing structured prompt frameworks, few-shot prompting, and prompt performance ...
Quick apply
Strong understanding of LLM frameworks (RA, or similar) and retrieval-augmented generation (RAG). · * Expertise in designing structured prompt frameworks, few-shot prompting, and prompt performance ...
Lead Machine Learning Engineer
Houston, TX · On-site +1
$97K - $128K/yr
Build and maintain Retrieval-Augmented-Generation (RAG) systems, Reinforcement Learning frameworks ... Remote-first with co-working access at Industrious offices * 401(k) with employer match * Equity ...
Lead Machine Learning Engineer
Houston, TX · On-site +1
$97K - $128K/yr
Build and maintain Retrieval-Augmented-Generation (RAG) systems, Reinforcement Learning frameworks ... Remote-first with co-working access at Industrious offices * 401(k) with employer match * Equity ...
Lead Machine Learning Engineer
Houston, TX · Remote
$104K - $138K/yr
Build and maintain Retrieval-Augmented-Generation (RAG) systems, Reinforcement Learning frameworks ... Remote-first with co-working access at Industrious offices * 401(k) with employer match * Equity ...
Quick apply
Lead Machine Learning Engineer
Houston, TX · Remote
$104K - $138K/yr
Build and maintain Retrieval-Augmented-Generation (RAG) systems, Reinforcement Learning frameworks ... Remote-first with co-working access at Industrious offices * 401(k) with employer match * Equity ...
Lead Machine Learning Engineer
Houston, TX · On-site +1
$97K - $128K/yr
Build and maintain Retrieval-Augmented-Generation (RAG) systems, Reinforcement Learning frameworks ... Remote-first with co-working access at Industrious offices * 401(k) with employer match * Equity ...
Lead Machine Learning Engineer
Houston, TX · On-site +1
$97K - $128K/yr
Build and maintain Retrieval-Augmented-Generation (RAG) systems, Reinforcement Learning frameworks ... Remote-first with co-working access at Industrious offices * 401(k) with employer match * Equity ...
Sr. Software Engineer - AI Platforms & Automation
Houston, TX · Remote
$140K - $200K/yr
Experience building or supporting AI-enabled applications using LLM APIs, retrieval-augmented generation (RAG), knowledge bases, AI agents, or similar technologies. * Strong troubleshooting skills ...
Quick apply
Sr. Software Engineer - AI Platforms & Automation
Houston, TX · Remote
$140K - $200K/yr
Experience building or supporting AI-enabled applications using LLM APIs, retrieval-augmented generation (RAG), knowledge bases, AI agents, or similar technologies. * Strong troubleshooting skills ...
Sr. Software Engineer - AI Platforms and Automation
Houston, TX · Remote
$140K - $200K/yr
Experience building or supporting AI-enabled applications using LLM APIs, retrieval-augmented generation (RAG), knowledge bases, AI agents, or similar technologies. * Strong troubleshooting skills ...
Quick apply
Sr. Software Engineer - AI Platforms and Automation
Houston, TX · Remote
$140K - $200K/yr
Experience building or supporting AI-enabled applications using LLM APIs, retrieval-augmented generation (RAG), knowledge bases, AI agents, or similar technologies. * Strong troubleshooting skills ...
AI Architect
Southside Place, TX · Remote
$56.25 - $74.25/hr
Design Retrieval-Augmented Generation (RAG) architectures leveraging vector databases and semantic search. * Establish security, scalability, performance, reliability, and operational best practices ...
AI Architect
Southside Place, TX · Remote
$56.25 - $74.25/hr
Design Retrieval-Augmented Generation (RAG) architectures leveraging vector databases and semantic search. * Establish security, scalability, performance, reliability, and operational best practices ...
AI Architect
Pasadena, TX · Remote
$57.50 - $75.75/hr
Design Retrieval-Augmented Generation (RAG) architectures leveraging vector databases and semantic search. * Establish security, scalability, performance, reliability, and operational best practices ...
AI Architect
Pasadena, TX · Remote
$57.50 - $75.75/hr
Design Retrieval-Augmented Generation (RAG) architectures leveraging vector databases and semantic search. * Establish security, scalability, performance, reliability, and operational best practices ...
AI Architect
Houston, TX · Remote
$60.25 - $79.25/hr
Design Retrieval-Augmented Generation (RAG) architectures leveraging vector databases and semantic search. * Establish security, scalability, performance, reliability, and operational best practices ...
AI Architect
Houston, TX · Remote
$60.25 - $79.25/hr
Design Retrieval-Augmented Generation (RAG) architectures leveraging vector databases and semantic search. * Establish security, scalability, performance, reliability, and operational best practices ...
AI Architect
North Houston, TX · Remote
$58.25 - $76.75/hr
Design Retrieval-Augmented Generation (RAG) architectures leveraging vector databases and semantic search. * Establish security, scalability, performance, reliability, and operational best practices ...
AI Architect
North Houston, TX · Remote
$58.25 - $76.75/hr
Design Retrieval-Augmented Generation (RAG) architectures leveraging vector databases and semantic search. * Establish security, scalability, performance, reliability, and operational best practices ...
AI Architect
Cloverleaf, TX · Remote
$54 - $71.25/hr
Design Retrieval-Augmented Generation (RAG) architectures leveraging vector databases and semantic search. * Establish security, scalability, performance, reliability, and operational best practices ...
AI Architect
Cloverleaf, TX · Remote
$54 - $71.25/hr
Design Retrieval-Augmented Generation (RAG) architectures leveraging vector databases and semantic search. * Establish security, scalability, performance, reliability, and operational best practices ...
Familiar with RAG (Retrieval-Augmented Generation) pipelines, vector databases, or orchestration ... Paid Time Off (vacation, sick leave, parental leave, and holidays). * 100% remote work. * The ...
Familiar with RAG (Retrieval-Augmented Generation) pipelines, vector databases, or orchestration ... Paid Time Off (vacation, sick leave, parental leave, and holidays). * 100% remote work. * The ...
AI Architect
Houston, TX · Remote
$60.25 - $79.25/hr
Design Retrieval-Augmented Generation (RAG) architectures leveraging vector databases and semantic search. * Establish security, scalability, performance, reliability, and operational best practices ...
AI Architect
Houston, TX · Remote
$60.25 - $79.25/hr
Design Retrieval-Augmented Generation (RAG) architectures leveraging vector databases and semantic search. * Establish security, scalability, performance, reliability, and operational best practices ...
AI Architect
Channelview, TX · Remote
$54.25 - $71.50/hr
Design Retrieval-Augmented Generation (RAG) architectures leveraging vector databases and semantic search. * Establish security, scalability, performance, reliability, and operational best practices ...
AI Architect
Channelview, TX · Remote
$54.25 - $71.50/hr
Design Retrieval-Augmented Generation (RAG) architectures leveraging vector databases and semantic search. * Establish security, scalability, performance, reliability, and operational best practices ...
AI Architect
Highlands, TX · Remote
$55 - $72.50/hr
Design Retrieval-Augmented Generation (RAG) architectures leveraging vector databases and semantic search. * Establish security, scalability, performance, reliability, and operational best practices ...
AI Architect
Highlands, TX · Remote
$55 - $72.50/hr
Design Retrieval-Augmented Generation (RAG) architectures leveraging vector databases and semantic search. * Establish security, scalability, performance, reliability, and operational best practices ...
AI Architect
Galena Park, TX · Remote
$53.50 - $70.50/hr
Design Retrieval-Augmented Generation (RAG) architectures leveraging vector databases and semantic search. * Establish security, scalability, performance, reliability, and operational best practices ...
AI Architect
Galena Park, TX · Remote
$53.50 - $70.50/hr
Design Retrieval-Augmented Generation (RAG) architectures leveraging vector databases and semantic search. * Establish security, scalability, performance, reliability, and operational best practices ...
AI Architect
Houston, TX · Remote
$60.25 - $79.25/hr
Design Retrieval-Augmented Generation (RAG) architectures leveraging vector databases and semantic search. * Establish security, scalability, performance, reliability, and operational best practices ...
AI Architect
Houston, TX · Remote
$60.25 - $79.25/hr
Design Retrieval-Augmented Generation (RAG) architectures leveraging vector databases and semantic search. * Establish security, scalability, performance, reliability, and operational best practices ...
AI Architect
Bellaire, TX · Remote
$56.75 - $74.75/hr
Design Retrieval-Augmented Generation (RAG) architectures leveraging vector databases and semantic search. * Establish security, scalability, performance, reliability, and operational best practices ...
AI Architect
Bellaire, TX · Remote
$56.75 - $74.75/hr
Design Retrieval-Augmented Generation (RAG) architectures leveraging vector databases and semantic search. * Establish security, scalability, performance, reliability, and operational best practices ...
AI Architect
West University Place, TX · Remote
$58.25 - $77/hr
Design Retrieval-Augmented Generation (RAG) architectures leveraging vector databases and semantic search. * Establish security, scalability, performance, reliability, and operational best practices ...
AI Architect
West University Place, TX · Remote
$58.25 - $77/hr
Design Retrieval-Augmented Generation (RAG) architectures leveraging vector databases and semantic search. * Establish security, scalability, performance, reliability, and operational best practices ...
Be Seen First
AI Software Engineer (Remote)
Houston, TX · Remote
$125K - $150K/yr
Design and optimize prompt chains, retrieval-augmented generation (RAG), and hybrid AI architectures * Support technical demos and contribute to shaping feature roadmaps Required Qualifications
Quick apply
Be Seen First
AI Software Engineer (Remote)
Houston, TX · Remote
$125K - $150K/yr
Design and optimize prompt chains, retrieval-augmented generation (RAG), and hybrid AI architectures * Support technical demos and contribute to shaping feature roadmaps Required Qualifications
Remote Retrieval Augmented Generation information
What is remote retrieval augmented generation?
Remote Retrieval Augmented Generation (RAG) is an advanced AI technique that combines large language models with external information sources. In a remote RAG setup, the model retrieves relevant data from remote databases or APIs during the generation process, enhancing its responses with up-to-date or domain-specific knowledge. This approach is widely used in applications that require accurate, context-aware answers, such as chatbots, search engines, and virtual assistants. By leveraging remote retrieval, RAG systems can access a broader range of information without needing to store all data locally.
What skills and qualifications are needed to thrive as a remote retrieval augmented generation engineer?
To thrive as a Remote Retrieval Augmented Generation (RAG) Engineer, you need a strong background in machine learning, natural language processing, and information retrieval, often backed by a degree in computer science or a related field. Familiarity with tools and frameworks like PyTorch, TensorFlow, Hugging Face Transformers, and experience with retrieval systems such as Elasticsearch or FAISS are typically required. Problem-solving, effective communication, and adaptability are important soft skills for collaborating remotely and iterating on rapidly evolving AI solutions. These skills ensure the engineer can design, deploy, and optimize robust RAG systems that effectively combine retrieval and generation for high-quality AI outputs.
What are common challenges faced by professionals working in remote retrieval augmented generation roles, and how can they be addressed?
Professionals in Remote Retrieval Augmented Generation (RAG) roles often encounter challenges related to integrating diverse data sources, ensuring low latency in information retrieval, and maintaining the quality and relevance of augmented outputs. Coordinating effectively with distributed teams and adapting to rapidly evolving AI technologies are also common hurdles. To address these, staying current with best practices in data engineering, leveraging robust APIs, and participating in regular team check-ins can help ensure smooth collaboration and system performance.
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 popular job titles related to Remote Retrieval Augmented Generation jobs in Spring, TX?
For Remote Retrieval Augmented Generation jobs in Spring, TX, the most frequently searched job titles are:
What job categories do people searching Remote Retrieval Augmented Generation jobs in Spring, TX look for?
The top searched job categories for Remote Retrieval Augmented Generation jobs in Spring, TX are:
What cities near Spring, TX are hiring for Remote Retrieval Augmented Generation jobs?
Cities near Spring, TX with the most Remote Retrieval Augmented Generation job openings:
Senior Prompt & Content Engineering Lead
Houston, TX • Remote
Bay Area TeK Solutions LLC
Full-time
Re-posted 22 days ago
Job description
Design, refine, and optimize system prompts, agent roles, and persona-driven prompt libraries.
· Build enterprise prompt & knowledge playbooks for reuse across consulting/workflows.
· Work with SMEs and marketing to create structured knowledge content.
· Implement Content Operations Pipelines for structured taxonomies and prompt evaluation.
· Manage AI-assisted content creation for whitepapers, websites, and RFP proposals
8+ years of experience in content strategy, marketing operations, or knowledge management, with at least 2–3 years in LLM / prompt engineering or AI content systems.
· • Strong understanding of LLM frameworks (RA, or similar) and retrieval-augmented generation (RAG).
· • Expertise in designing structured prompt frameworks, few-shot prompting, and prompt performance tuning.
· • Proficiency with content pipeline tools (Markdown, CMS, Miro, Notion, Airtable, or similar).
· • Experience building and managing enterprise knowledge systems or AI knowledge assistants.