Familiarity with vector databases (e.g., FAISS, Milvus, Pinecone) and retrieval augmented generation (RAG). * Experience deploying AI models to production environments. * Strong understanding of data ...
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Familiarity with vector databases (e.g., FAISS, Milvus, Pinecone) and retrieval augmented generation (RAG). * Experience deploying AI models to production environments. * Strong understanding of data ...
Quick apply
Familiarity with vector databases (e.g., FAISS, Milvus, Pinecone) and retrieval augmented generation (RAG). * Experience deploying AI models to production environments. * Strong understanding of data ...
Sacramento, CA · On-site
$117K - $141K/yr
Architects reasoning chains, tool use, retrieval-augmented generation, and error handling; builds evaluation frameworks and monitors agent performance in production. * Leads governance of AI agents ...
Sacramento, CA · On-site
$117K - $141K/yr
Architects reasoning chains, tool use, retrieval-augmented generation, and error handling; builds evaluation frameworks and monitors agent performance in production. * Leads governance of AI agents ...
Sacramento, CA · On-site
$117K - $141K/yr
Applies foundational AI and agent-building skills, such as working with large language models, basic tool use, and retrieval-augmented generation, to support business use cases that require AI and ...
Sacramento, CA · On-site
$117K - $141K/yr
Applies foundational AI and agent-building skills, such as working with large language models, basic tool use, and retrieval-augmented generation, to support business use cases that require AI and ...
Sacramento, CA · On-site
$117K - $141K/yr
Applies foundational AI and agent-building skills, such as working with large language models, basic tool use, and retrieval-augmented generation, to support business use cases that require AI and ...
Sacramento, CA · On-site
$117K - $141K/yr
Applies foundational AI and agent-building skills, such as working with large language models, basic tool use, and retrieval-augmented generation, to support business use cases that require AI and ...
Architect and deliver integrated AI solutions, including agentic workflows, retrieval-augmented generation pipelines, and enterprise platform integrations * Define and enforce governance, security ...
Architect and deliver integrated AI solutions, including agentic workflows, retrieval-augmented generation pipelines, and enterprise platform integrations * Define and enforce governance, security ...
Retrieval, grounding & context engineering Develop end-to-end Retrieval-Augmented Generation (RAG) pipelines: ingestion, chunking, embeddings, vector and hybrid retrieval, reranking, contextual ...
Retrieval, grounding & context engineering Develop end-to-end Retrieval-Augmented Generation (RAG) pipelines: ingestion, chunking, embeddings, vector and hybrid retrieval, reranking, contextual ...
Sacramento, CA · On-site
$54.75 - $75.50/hr
Develop and support RAG (Retrieval-Augmented Generation) and enterprise knowledge solutions * Integrate AI capabilities with platforms including: * Microsoft 365 * ERP, MES, LIMS, CRM, ServiceNow
Sacramento, CA · On-site
$54.75 - $75.50/hr
Develop and support RAG (Retrieval-Augmented Generation) and enterprise knowledge solutions * Integrate AI capabilities with platforms including: * Microsoft 365 * ERP, MES, LIMS, CRM, ServiceNow
Roseville, CA · On-site
Use orchestration, prompt design, retrieval-augmented generation, structured outputs, and workflow automation to create dependable business solutions. * Establish appropriate validation, monitoring ...
Roseville, CA · On-site
Use orchestration, prompt design, retrieval-augmented generation, structured outputs, and workflow automation to create dependable business solutions. * Establish appropriate validation, monitoring ...
Sacramento, CA · On-site
$70 - $110/hr
Evaluate LLM architectures, agentic frameworks, APIs, retrieval-augmented generation (RAG) approaches, and prompt engineering strategies for clinical research applications. * Compare candidate models ...
Sacramento, CA · On-site
$70 - $110/hr
Evaluate LLM architectures, agentic frameworks, APIs, retrieval-augmented generation (RAG) approaches, and prompt engineering strategies for clinical research applications. * Compare candidate models ...
$35.54 - $47.37/hr
Use orchestration, prompt design, retrieval-augmented generation, structured outputs, and workflow automation to create dependable business solutions. * Establish appropriate validation, monitoring ...
$35.54 - $47.37/hr
Use orchestration, prompt design, retrieval-augmented generation, structured outputs, and workflow automation to create dependable business solutions. * Establish appropriate validation, monitoring ...
Elk Grove, CA · On-site
$125K - $138K/yr
Identify and execute opportunities to deploy LLM-based autonomous agents, RAG (Retrieval-Augmented Generation) patterns, and automated decision-making engines to improve data quality, content ...
Elk Grove, CA · On-site
$125K - $138K/yr
Identify and execute opportunities to deploy LLM-based autonomous agents, RAG (Retrieval-Augmented Generation) patterns, and automated decision-making engines to improve data quality, content ...
Rancho Cordova, CA · On-site
$122K - $146K/yr
Build and maintain data stores and indexing infrastructure that support retrieval-augmented generation (RAG) and other AI consumption patterns. * Implement data quality, validation, and lineage ...
Rancho Cordova, CA · On-site
$122K - $146K/yr
Build and maintain data stores and indexing infrastructure that support retrieval-augmented generation (RAG) and other AI consumption patterns. * Implement data quality, validation, and lineage ...
Rancho Cordova, CA · On-site
$122K - $146K/yr
Build and maintain data stores and indexing infrastructure that support retrieval-augmented generation (RAG) and other AI consumption patterns. * Implement data quality, validation, and lineage ...
Rancho Cordova, CA · On-site
$122K - $146K/yr
Build and maintain data stores and indexing infrastructure that support retrieval-augmented generation (RAG) and other AI consumption patterns. * Implement data quality, validation, and lineage ...
Guide development of custom AI tools, such as Model Context Protocol servers and Retrieval Augmented Generation scripts * Help staff outside the Application Development team use AI coding tools ...
Guide development of custom AI tools, such as Model Context Protocol servers and Retrieval Augmented Generation scripts * Help staff outside the Application Development team use AI coding tools ...
Guide development of custom AI tools, such as Model Context Protocol servers and Retrieval Augmented Generation scripts * Help staff outside the Application Development team use AI coding tools ...
Guide development of custom AI tools, such as Model Context Protocol servers and Retrieval Augmented Generation scripts * Help staff outside the Application Development team use AI coding tools ...
Rancho Cordova, CA · On-site
Integrate enterprise data sources securely, including APIs, Graph connectors, retrieval-augmented generation (RAG), and event-driven patterns. * Maintain and optimize Power BI dashboards that support ...
Rancho Cordova, CA · On-site
Integrate enterprise data sources securely, including APIs, Graph connectors, retrieval-augmented generation (RAG), and event-driven patterns. * Maintain and optimize Power BI dashboards that support ...
Sacramento, CA · On-site
$111K - $153K/yr
Modernizing existing AI/ML or data platforms to incorporate Generative AI capabilities, including retrieval-augmented generation and agent-based orchestration * Advising clients on Generative AI ...
Sacramento, CA · On-site
$111K - $153K/yr
Modernizing existing AI/ML or data platforms to incorporate Generative AI capabilities, including retrieval-augmented generation and agent-based orchestration * Advising clients on Generative AI ...
Rancho Cordova, CA · On-site
Integrate enterprise data sources securely, including APIs, Graph connectors, retrieval-augmented generation (RAG), and event-driven patterns. * Maintain and optimize Power BI dashboards that support ...
Rancho Cordova, CA · On-site
Integrate enterprise data sources securely, including APIs, Graph connectors, retrieval-augmented generation (RAG), and event-driven patterns. * Maintain and optimize Power BI dashboards that support ...
... retrieval-augmented generation (RAG), or multi-agent workflows in application delivery * Ability to travel 0-50%, on average, based on the work you do and the clients and industries/sectors you serve
... retrieval-augmented generation (RAG), or multi-agent workflows in application delivery * Ability to travel 0-50%, on average, based on the work you do and the clients and industries/sectors you serve
Sacramento, CA · On-site
$190 - $210/hr
Guide development of custom AI tools, such as Model Context Protocol servers and Retrieval Augmented Generation scripts * Help staff outside the Application Development team use AI coding tools ...
Sacramento, CA · On-site
$190 - $210/hr
Guide development of custom AI tools, such as Model Context Protocol servers and Retrieval Augmented Generation scripts * Help staff outside the Application Development team use AI coding tools ...
A Retrieval Augmented Generation (RAG) job typically involves developing and optimizing AI systems that enhance text generation by incorporating external knowledge retrieved from relevant sources. Professionals in this field work on integrating retrieval mechanisms with large language models to improve the relevance, accuracy, and factual grounding of generated content. Common responsibilities include designing retrieval systems, fine-tuning language models, optimizing performance, and ensuring the seamless integration of factual data into AI-generated text. This role is highly interdisciplinary, involving expertise in natural language processing (NLP), machine learning, and information retrieval.
A Retrieval Augmented Generation engineer typically spends their day designing and implementing systems that combine information retrieval with advanced generative models, such as large language models. This includes fine-tuning models, integrating external data sources, developing vector search pipelines, and evaluating output quality. Collaboration with data scientists, machine learning engineers, and product teams is common to ensure the solutions meet user requirements and scale effectively. Additionally, RAG engineers often troubleshoot issues, monitor model performance in production, and stay informed about the latest advancements in AI and information retrieval.
To thrive in a Retrieval Augmented Generation (RAG) engineering role, you need a solid background in machine learning, natural language processing (NLP), and experience with scalable information retrieval systems, typically supported by a relevant degree in computer science or a related field. Familiarity with tools such as Python, PyTorch or TensorFlow, vector databases, and search platforms like Elasticsearch is essential, along with practical experience deploying and tuning RAG pipelines. Strong problem-solving skills, a collaborative mindset, and effective communication abilities set outstanding professionals apart in this field. These competencies are crucial for designing, implementing, and optimizing hybrid retrieval-generation AI systems that address complex, real-world information needs.
Cities near Rancho Cordova, CA with the most Retrieval Augmented Generation job openings:

Rancho Cordova, CA • On-site
Contractor
Re-posted 23 days ago
Job Title: AI Engineer
Location: Rancho Cordova, CA
Mode: Contract (6+ Months)
Job Description:
Responsibilities:
Required Qualifications:
Sourced by ZipRecruiter
Software development
51 - 200 Employees
Irving, TX, US
2019