Developing and maintaining LLM-powered solutions| including prompt engineering| agent orchestration| tool calling| and Retrieval-Augmented Generation (RAG) implementations. Creating and supporting ...
Developing and maintaining LLM-powered solutions| including prompt engineering| agent orchestration| tool calling| and Retrieval-Augmented Generation (RAG) implementations. Creating and supporting ...
Lead delivery of Generative AI solutions utilizing Retrieval-Augmented Generation (RAG) architectures and Large Language Models (LLMs). * Coordinate activities between Government stakeholders ...
Lead delivery of Generative AI solutions utilizing Retrieval-Augmented Generation (RAG) architectures and Large Language Models (LLMs). * Coordinate activities between Government stakeholders ...
AI & GEO Solutions Engineer
Winter Garden, FL · On-site
$130K - $140K/yr
Implement and support structured data frameworks including schema standards, embeddings, retrieval-augmented generation (RAG), vector databases, and semantic search architectures * Translate business ...
AI & GEO Solutions Engineer
Winter Garden, FL · On-site
$130K - $140K/yr
Implement and support structured data frameworks including schema standards, embeddings, retrieval-augmented generation (RAG), vector databases, and semantic search architectures * Translate business ...
Mid Level AI Engineer
Orlando, FL · Hybrid
Develop and optimize Retrieval-Augmented Generation (RAG) solutions leveraging vector databases and enterprise knowledge sources. * Create intelligent AI agents and workflows capable of interacting ...
Mid Level AI Engineer
Orlando, FL · Hybrid
Develop and optimize Retrieval-Augmented Generation (RAG) solutions leveraging vector databases and enterprise knowledge sources. * Create intelligent AI agents and workflows capable of interacting ...
Validate Retrieval-Augmented Generation (RAG) outputs. Measure hallucination rates and response reliability. Required Skills 3-8 years of QA/Test Engineering experience. Experience testing Generative ...
Validate Retrieval-Augmented Generation (RAG) outputs. Measure hallucination rates and response reliability. Required Skills 3-8 years of QA/Test Engineering experience. Experience testing Generative ...
Application Development Analyst
Tallahassee, FL · On-site
$41.50 - $51.25/hr
Experience evaluating, integrating, or developing solutions using artificial intelligence (AI), machine learning (ML), generative AI, large language models * (LLMs), retrieval-augmented generation ...
Application Development Analyst
Tallahassee, FL · On-site
$41.50 - $51.25/hr
Experience evaluating, integrating, or developing solutions using artificial intelligence (AI), machine learning (ML), generative AI, large language models * (LLMs), retrieval-augmented generation ...
Senior Database Administrator / Data Solutions Engineer
Tallahassee, FL · On-site
$43 - $59.25/hr
Experience evaluating, integrating, or developing solutions using artificial intelligence (AI), machine learning (ML), generative AI, large language models (LLMs), retrieval-augmented generation (RAG ...
Senior Database Administrator / Data Solutions Engineer
Tallahassee, FL · On-site
$43 - $59.25/hr
Experience evaluating, integrating, or developing solutions using artificial intelligence (AI), machine learning (ML), generative AI, large language models (LLMs), retrieval-augmented generation (RAG ...
RAG (Retrieval-Augmented Generation) * Prompt engineering * Vector databases (design/usage/integration) * Model build + deployment * GenAI model build: training, fine-tuning, validation * Model ...
RAG (Retrieval-Augmented Generation) * Prompt engineering * Vector databases (design/usage/integration) * Model build + deployment * GenAI model build: training, fine-tuning, validation * Model ...
RAG (Retrieval-Augmented Generation) * Prompt engineering * Vector databases (design/usage/integration) * Model build + deployment * GenAI model build: training, fine-tuning, validation * Model ...
RAG (Retrieval-Augmented Generation) * Prompt engineering * Vector databases (design/usage/integration) * Model build + deployment * GenAI model build: training, fine-tuning, validation * Model ...
Develop Retrieval-Augmented Generation (RAG) solutions using vector databases and knowledge repositories. * Implement agent orchestration, tool calling, memory management, and workflow automation.
Develop Retrieval-Augmented Generation (RAG) solutions using vector databases and knowledge repositories. * Implement agent orchestration, tool calling, memory management, and workflow automation.
AI Backend Engineer
Fort Lauderdale, FL · On-site +1
Build and optimise Retrieval-Augmented Generation (RAG) pipelines and vector search solutions. * Integrate foundation models such as OpenAI, Anthropic and Gemini into customer-facing products.
AI Backend Engineer
Fort Lauderdale, FL · On-site +1
Build and optimise Retrieval-Augmented Generation (RAG) pipelines and vector search solutions. * Integrate foundation models such as OpenAI, Anthropic and Gemini into customer-facing products.
... Retrieval-Augmented Generation) pipelines seamlessly within existing .NET ecosystems. • Hands-on configuration and utilization of PostgreSQL with Docker and pgvector for efficient, secure vector ...
... Retrieval-Augmented Generation) pipelines seamlessly within existing .NET ecosystems. • Hands-on configuration and utilization of PostgreSQL with Docker and pgvector for efficient, secure vector ...
Oracle Gen AI Manager
Miami, FL · On-site
Architect and deliver integrated AI solutions, including agentic workflows, retrieval-augmented generation pipelines, and enterprise platform integrations * Define and enforce governance, security ...
Oracle Gen AI Manager
Miami, FL · On-site
Architect and deliver integrated AI solutions, including agentic workflows, retrieval-augmented generation pipelines, and enterprise platform integrations * Define and enforce governance, security ...
Delivery Senior Consultant, Software Engineering Solutions, Identity & Gen AI Engineer
$107K - $141K/yr
Build and integrate generative AI solutions, including LLM applications, retrieval-augmented generation, and AI agents, with secure access to data and downstream systems. Engineer authentication ...
Delivery Senior Consultant, Software Engineering Solutions, Identity & Gen AI Engineer
$107K - $141K/yr
Build and integrate generative AI solutions, including LLM applications, retrieval-augmented generation, and AI agents, with secure access to data and downstream systems. Engineer authentication ...
Oracle Gen AI Manager
Tampa, FL · On-site
Architect and deliver integrated AI solutions, including agentic workflows, retrieval-augmented generation pipelines, and enterprise platform integrations * Define and enforce governance, security ...
Oracle Gen AI Manager
Tampa, FL · On-site
Architect and deliver integrated AI solutions, including agentic workflows, retrieval-augmented generation pipelines, and enterprise platform integrations * Define and enforce governance, security ...
IT AI Innovation Engineer
Tampa, FL · On-site
Build advanced AI workflows such as retrieval-augmented generation (RAG) pipelines, prompt chaining, contract automation, and interactive Q&A assistants for attorneys and legal support teams. * Full ...
IT AI Innovation Engineer
Tampa, FL · On-site
Build advanced AI workflows such as retrieval-augmented generation (RAG) pipelines, prompt chaining, contract automation, and interactive Q&A assistants for attorneys and legal support teams. * Full ...
AI/ML Engineer
Aventura, FL · On-site
Implement RAG (Retrieval-Augmented Generation) applications to enhance AI systems with dynamic information retrieval. * Build and integrate AI agentic frameworks for autonomous decision-making and ...
AI/ML Engineer
Aventura, FL · On-site
Implement RAG (Retrieval-Augmented Generation) applications to enhance AI systems with dynamic information retrieval. * Build and integrate AI agentic frameworks for autonomous decision-making and ...
AI/ML Engineer
Aventura, FL · On-site
Implement RAG (Retrieval-Augmented Generation) applications to enhance AI systems with dynamic information retrieval. * Build and integrate AI agentic frameworks for autonomous decision-making and ...
AI/ML Engineer
Aventura, FL · On-site
Implement RAG (Retrieval-Augmented Generation) applications to enhance AI systems with dynamic information retrieval. * Build and integrate AI agentic frameworks for autonomous decision-making and ...
Responsibilities : • Design and implement guardrail systems for securing LLM inputs and outputs in production environments • Secure Retrieval-Augmented Generation (RAG) pipelines, vector ...
Responsibilities : • Design and implement guardrail systems for securing LLM inputs and outputs in production environments • Secure Retrieval-Augmented Generation (RAG) pipelines, vector ...
Some are conventional web applications with discrete AI integrations; others are built around retrieval-augmented generation, multi-agent orchestration, or similar applied AI architectures. You will ...
Some are conventional web applications with discrete AI integrations; others are built around retrieval-augmented generation, multi-agent orchestration, or similar applied AI architectures. You will ...
Retrieval Augmented Generation information
What does a retrieval augmented generation engineer do?
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.
What is a retrieval augmented generation?
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.
What skills and qualifications are needed for retrieval augmented generation?
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.

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Job description
ALL CAPS, NO SPACES B/T UNDERSCORES
PTN_US_GBAMSREQID_CandidateBeelineID
i.e. PTN_US_9999999_SKIPJOHNSON0413
: MAX CONFIRMED-/Hr(Max)
MSP Owner: Shilpa Bajpai
Location: Denver, CO (Zip Code-80221)- REMOTE
Duration: 6 months
Requisition ID: 10899783
Role: Senior AI Automation Engineer (Gen AI Developer)
Skills: AI & Gen AI - Products & Tools
Experience Required: 2-4 Years
Role Descriptions:
Generative AI and enterprise agent-based solutions| focusing on the design| development| and deployment of scalable AI applications.
Designing and developing AI Agents and enterprise automation workflows to address business use cases.
Building and integrating MCP (Model Context Protocol) servers| tools| and connectors to enable secure access to enterprise applications| APIs| databases| and external systems.
Developing and maintaining LLM-powered solutions| including prompt engineering| agent orchestration| tool calling| and Retrieval-Augmented Generation (RAG) implementations.
Creating and supporting Python-based microservices and APIs that integrate AI capabilities with enterprise platforms.
Deploying| managing| and troubleshooting applications using Docker and Kubernetes (AKS| EKS| and GKE) in cloud-native environments.
Working across Azure| AWS| and GCP to build secure| scalable| and highly available solutions.
About Real Soft
Sourced by ZipRecruiter
Industry
It services
Company size
501 - 1,000 Employees
Headquarters location
Monmouth Junction, NJ, US
Year founded
1991