LLM, RAG, and Generative AI Engineering * Build advanced Retrieval-Augmented Generation (RAG) architectures, including hybrid retrieval, query planning, and retrieval optimization. * Develop, tune ...
LLM, RAG, and Generative AI Engineering * Build advanced Retrieval-Augmented Generation (RAG) architectures, including hybrid retrieval, query planning, and retrieval optimization. * Develop, tune ...
AI Developer - CCaaS & Microsoft Copilot Location: Pensacola, FL or Vienna, VA) Duration: Long Term ... RAG architectures grounded in credit union knowledge bases. * CCaaS & Core Systems Integration:
AI Developer - CCaaS & Microsoft Copilot Location: Pensacola, FL or Vienna, VA) Duration: Long Term ... RAG architectures grounded in credit union knowledge bases. * CCaaS & Core Systems Integration:
Engineer IV - Applied AI
Clearwater, FL · On-site
Leverages existing large language models (LLMs), retrieval-augmented generation (RAG) architectures, agentic workflows, data platforms, and software engineering practices to develop scalable ...
Engineer IV - Applied AI
Clearwater, FL · On-site
Leverages existing large language models (LLMs), retrieval-augmented generation (RAG) architectures, agentic workflows, data platforms, and software engineering practices to develop scalable ...
Senior Gen AI Developer -Vice President
Tampa, FL · On-site
$110 - $140/hr
We are seeking an experienced Senior Generative AI Developer to help drive the design, development ... Experience building RAG systems, including hybrid search and multi‑vector retrieval. * Proficient ...
Senior Gen AI Developer -Vice President
Tampa, FL · On-site
$110 - $140/hr
We are seeking an experienced Senior Generative AI Developer to help drive the design, development ... Experience building RAG systems, including hybrid search and multi‑vector retrieval. * Proficient ...
AI Architect (GENAI)
Miami, FL · On-site
... engineering; 1-2+ years enterprise AI or agentic system design · Hands-on RAG: LlamaIndex or LangChain, Pinecone, Azure OpenAI · Strong API integration: REST, OAuth · MCP / tool-layer design for ...
AI Architect (GENAI)
Miami, FL · On-site
... engineering; 1-2+ years enterprise AI or agentic system design · Hands-on RAG: LlamaIndex or LangChain, Pinecone, Azure OpenAI · Strong API integration: REST, OAuth · MCP / tool-layer design for ...
Solid foundation in Machine Learning, Deep Learning, and LLM fine-tuning/prompt engineering. • ... and RAG architectures. • Experience with Cloud environments (AWS/GCP/Azure) and CI/CD for ML ...
Solid foundation in Machine Learning, Deep Learning, and LLM fine-tuning/prompt engineering. • ... and RAG architectures. • Experience with Cloud environments (AWS/GCP/Azure) and CI/CD for ML ...
FastAPI, Flask, Spring Boot, REST APIs DevOps / MLOps: Docker, Kubernetes, CI/CD pipelines, MLflow ... Augmented Generation (RAG) pipelines, multimodal models, and autonomous multi-agent systems ...
FastAPI, Flask, Spring Boot, REST APIs DevOps / MLOps: Docker, Kubernetes, CI/CD pipelines, MLflow ... Augmented Generation (RAG) pipelines, multimodal models, and autonomous multi-agent systems ...
... RAG architectures using vector databases. • Implement automated testing frameworks for Gen AI ... prompt engineering techniques to refine AI-generated responses. • Execute SQL queries in ...
... RAG architectures using vector databases. • Implement automated testing frameworks for Gen AI ... prompt engineering techniques to refine AI-generated responses. • Execute SQL queries in ...
Mid Level AI Engineer
Orlando, FL · On-site
Develop and optimize Retrieval-Augmented Generation (RAG) solutions leveraging vector databases and ... AI engineering experience. * Hands-on experience building applications using Generative AI ...
Mid Level AI Engineer
Orlando, FL · On-site
Develop and optimize Retrieval-Augmented Generation (RAG) solutions leveraging vector databases and ... AI engineering experience. * Hands-on experience building applications using Generative AI ...
Mid Level AI Engineer
Orlando, FL · Hybrid
Develop and optimize Retrieval-Augmented Generation (RAG) solutions leveraging vector databases and ... AI engineering experience. * Hands-on experience building applications using Generative AI ...
Mid Level AI Engineer
Orlando, FL · Hybrid
Develop and optimize Retrieval-Augmented Generation (RAG) solutions leveraging vector databases and ... AI engineering experience. * Hands-on experience building applications using Generative AI ...
... AI Engineer ROLE_DESCRIPTION - Familiarity with industry leader Al platforms such as MS Copilot ... RAG pipelines, model limitations, and how to ground LLM responses in enterprise data. • Building ...
... AI Engineer ROLE_DESCRIPTION - Familiarity with industry leader Al platforms such as MS Copilot ... RAG pipelines, model limitations, and how to ground LLM responses in enterprise data. • Building ...
AI Engineer
Lake Mary, FL · On-site
AI Engineer Job Location: Lake Mary, FL (3 Days Onsite) Job Type: Contract Need 11+ Years of ... Retrieval-Augmented generation (RAG) * Document Ingestion and preprocessing * Chunking Strategies ...
Quick apply
AI Engineer
Lake Mary, FL · On-site
AI Engineer Job Location: Lake Mary, FL (3 Days Onsite) Job Type: Contract Need 11+ Years of ... Retrieval-Augmented generation (RAG) * Document Ingestion and preprocessing * Chunking Strategies ...
... RAG) Agentic AI Workflows Distributed Systems Software Architecture Cloud Security & Governance Summary - AI-accelerated Full Stack Engineer with expertise in Angular, REST APIs, Google Cloud ...
... RAG) Agentic AI Workflows Distributed Systems Software Architecture Cloud Security & Governance Summary - AI-accelerated Full Stack Engineer with expertise in Angular, REST APIs, Google Cloud ...
AI ML Software Engineer Descriptions: Job responsibilities • Work closely with product managers ... RAG). • Hands-on knowledge of Chain-of-Thoughts, Tree-of-Thoughts, Graph-of-Thoughts prompting ...
AI ML Software Engineer Descriptions: Job responsibilities • Work closely with product managers ... RAG). • Hands-on knowledge of Chain-of-Thoughts, Tree-of-Thoughts, Graph-of-Thoughts prompting ...
AI Backend Engineer
Fort Lauderdale, FL · On-site
$140 - $210/hr
Build and optimise Retrieval-Augmented Generation (RAG) pipelines and vector search solutions ... Knowledge of prompt engineering and LLM evaluation techniques. * Experience deploying AI ...
New
AI Backend Engineer
Fort Lauderdale, FL · On-site
$140 - $210/hr
Build and optimise Retrieval-Augmented Generation (RAG) pipelines and vector search solutions ... Knowledge of prompt engineering and LLM evaluation techniques. * Experience deploying AI ...
New
PythonDigital : DevOps Continuous Integration and Continuous Delivery (CI/CD)Digital ... JSON schema enforcement, Pydantic, retry/repair strategies- RAG and vector search: embeddings ...
PythonDigital : DevOps Continuous Integration and Continuous Delivery (CI/CD)Digital ... JSON schema enforcement, Pydantic, retry/repair strategies- RAG and vector search: embeddings ...
Senior Gen AI Developer -Vice President
Tampa, FL · On-site
$113K - $170K/yr
We are seeking an experienced Senior Generative AI Developer to help drive the design, development ... Experience building RAG systems, including hybrid search and multi-vector retrieval. * Proficient ...
Senior Gen AI Developer -Vice President
Tampa, FL · On-site
$113K - $170K/yr
We are seeking an experienced Senior Generative AI Developer to help drive the design, development ... Experience building RAG systems, including hybrid search and multi-vector retrieval. * Proficient ...
Staff AI Engineer
Boca Raton, FL · On-site
$170 - $250/hr
Staff AI Engineer,** you define and drive the architecture of AI and agentic systems across ... You set direction for multi-agent orchestration, production RAG (hybrid search, re-ranking, and ...
Staff AI Engineer
Boca Raton, FL · On-site
$170 - $250/hr
Staff AI Engineer,** you define and drive the architecture of AI and agentic systems across ... You set direction for multi-agent orchestration, production RAG (hybrid search, re-ranking, and ...
Lead Data Engineer
Destin, FL · On-site +1
$93K - $122K/yr
AI and RAG Enablement * Contribute to the team's AI and RAG initiatives: build and maintain the ... Experience leading engineers or delivering through a team, setting technical direction and ...
Lead Data Engineer
Destin, FL · On-site +1
$93K - $122K/yr
AI and RAG Enablement * Contribute to the team's AI and RAG initiatives: build and maintain the ... Experience leading engineers or delivering through a team, setting technical direction and ...
Retrieval-Augmented Generation (RAG) * Vector Databases * LangChain, LlamaIndex, Semantic Kernel, or similar frameworks * Git, CI/CD, DevOps practices * Data Engineering * Data Modeling * Power BI ...
Retrieval-Augmented Generation (RAG) * Vector Databases * LangChain, LlamaIndex, Semantic Kernel, or similar frameworks * Git, CI/CD, DevOps practices * Data Engineering * Data Modeling * Power BI ...
Rag Developer information
What is the difference between Rag Developer vs Textile Technician?
| Aspect | Rag Developer | Textile Technician |
|---|---|---|
| Credentials | Typically requires a diploma or degree in textiles or related field | Requires similar qualifications, often with additional certifications in textile testing |
| Work Environment | Factories, textile mills, production plants | Laboratories, quality control departments, manufacturing facilities |
| Industry Usage | Used in textile manufacturing to develop and process rags for reuse or recycling | Involved in testing, quality assurance, and technical support in textile production |
Both Rag Developers and Textile Technicians work within the textile industry, often in manufacturing settings. Rag Developers focus on creating and processing recycled rags, while Textile Technicians handle testing and quality control. The roles share similar educational backgrounds and work environments, but their specific responsibilities differ based on their focus within textile production.
What are popular job titles related to Rag Developer jobs in Florida?
For Rag Developer jobs in Florida, the most frequently searched job titles are:
- Internship Interior Plant Design
- Overnight Retrieval Augmented Generation
- Contract Generative Ai Prompt Engineer
- Internship Software Localization Engineer
- Manufacturing Engineer Internship
- Intern Work From Home Pcb Design Engineer
- Summer Freelance Aws Solution Architect
- Assistant Ai Developer
- Contract Generative Ai Product Management
- Internship Artificial Intelligence Engineer
What job categories do people searching Rag Developer jobs in Florida look for?
The top searched job categories for Rag Developer jobs in Florida are:
What cities in Florida are hiring for Rag Developer jobs?
Cities in Florida with the most Rag Developer job openings:

Full-time
Medical, Dental, Vision, Life, Retirement, PTO
Re-posted 4 days ago
Citibank rating
8.3
Based on 177 frontline employees who took The Breakroom Quiz
39th of 171 rated banks
Job description
You will act as a hands-on architect, engineer, and partner to cross functional teams-including Data Engineering, Architecture, Enterprise Platforms, and Product-defining the technical approach, AI system design, and integration patterns needed to build robustfault tolerantnt AI agents and AIdriven automation capabilities.
This role requires deep technical breadth across machine learning, LLMs, data pipelines, cloud engineering, orchestration, and modern AI frameworks. The solutions you design will enable strategic automation, cognitive decisioning, and dynamic multi-agent workflows across the organization.
Key Responsibilities
AI Solution Architecture & Agentic Systems
- Design and build agentic AI systems, including autonomous agents, multiagent orchestration, tool use, and adaptive decision-making workflows.
- Architect fault tolerant, scalable AI solutions using modern agent frameworks (e.g., Google_ADK, LangGraph, LangChain , OpenAI Assistants, CrewAI, AutoGen, custom orchestrators).
- Define the end-to-end AI system blueprint, including knowledge integration, orchestration, pipelines, observability, governance, and failover strategies.
- Evaluate and select LLMs, embeddings, vector stores, and middleware best suited for complex enterprise requirements.
Data Integration & Pipeline Engineering
- Partner with engineering teams to aggregate, ingest, and harmonize data from multiple systems, including APIs, databases, internal platforms, and unstructured sources.
- Design robust data pipelines optimized for LLM workloads (e.g., chunking, metadata design, semantic indexing, retrieval strategies).
- Implement mechanisms for ensuring data freshness, quality, and fault tolerance across distributed systems.
LLM, RAG, and Generative AI Engineering
- Build advanced Retrieval-Augmented Generation (RAG) architectures, including hybrid retrieval, query planning, and retrieval optimization.
- Develop, tune, and deploy applications leveraging major LLMs (OpenAI, Gemini, Claude, Llama, Mistral, HuggingFace ecosystem).
- Engineer prompts, system instructions, and reusable prompt templates for deterministic AI behavior.
- Implement safety guardrails, evaluation pipelines, and bias/error mitigation strategies.
AI Platform Engineering & Deployment
- Develop cloudnative GenAI applications using containerized infrastructure (Kubernetes, OpenShift, Docker).
- Build and support production-grade MLOps / AIOps pipelines, including CI/CD, automated testing, monitoring, model versioning, and rollback strategies.
- Partner with engineering teams to ensure secure, compliant deployment of all AI workloads.
Technical Leadership & Collaboration
- Serve as technical SME for AI engineering patterns, solution design, and architecture.
- Mentor mid-level engineers and analysts, guiding best practices in AI build patterns and engineering quality.
- Influence product and platform strategy by providing insights on emerging GenAI and agentic technologies.
Qualification:
Experience
- 10+ years of experience in software engineering, AI/ML engineering, systems architecture, or related fields.
- Proven experience designing and deploying enterprisegrade AI Systems in production.
Required Technical Skills
Core AI/ML & GenAI Expertise
- Strong foundations in ML, NLP, embeddings, statistics, neural networks, and LLMs.
- Extensive handson experience with LLMs: Gemini, OpenAI, Claude, Mistral, Llama, opensource models, etc.
- Deep expertise in RAG architectures, including retrieval optimization, vector search, and semantic data modeling.
- Experience building agentic AI using Google_ADK or langGraph
Programming & Data Engineering
- Strong proficiency in Python and libraries such as:
Pandas, NumPy, scikitlearn, PyTorch, TensorFlow, Transformers, FastAPI, LangChain, LlamaIndex.
- Hands-on experience with vector databases: Pinecone, PGVector, MongoDB Atlas Vector Search, Neo4j, Milvus, etc.
- Experience building pipelines for large-scale unstructured data processing.
Cloud, DevOps, & MLOps
- Strong CI/CD experience: GitLab CI, Jenkins, Azure DevOps, ArgoCD, GitHub Actions.
- Expertise deploying GenAI solutions in production using:
Kubernetes, Docker, Helm, serverless runtimes, or cloud-native LLM services.
- Experience with monitoring, observability, and logging frameworks relevant for AI workloads.
Soft Skills
- Exceptional problem-solving and analytical skills.
- Ability to execute independently while operating effectively in ambiguity.
- Strong collaboration skills across engineering, architecture, and product teams.
- Deep commitment to ethics, transparency, and responsible AI usage.
Preferred Qualifications
- Experience building AI systems in regulated or enterprise environments.
- Experience using knowledge graphs, graph databases, or enterprise metadata systems.
- Familiarity with AIOps, agent monitoring, or AI governance frameworks.
Education
- Bachelor's degree or equivalent experience required.
- Master's degree preferred.
Job Family Group:
Technology
Job Family:
Digital Software Engineering
Time Type:
Full time
Primary Location:
Tampa Florida United States
Primary Location Full Time Salary Range:
$125,600.00 - $188,400.00
In addition to salary, Citi's offerings may also include, for eligible employees, discretionary and formulaic incentive and retention awards. Citi offers competitive employee benefits, including: medical, dental & vision coverage; 401(k); life, accident, and disability insurance; and wellness programs. Citi also offers paid time off packages, including planned time off (vacation), unplanned time off (sick leave), and paid holidays. For additional information regarding Citi employee benefits, please visit citibenefits.com. Available offerings may vary by jurisdiction, job level, and date of hire.
Most Relevant Skills
Please see the requirements listed above.
Other Relevant Skills
For complementary skills, please see above and/or contact the recruiter.
Anticipated Posting Close Date:
Jun 25, 2026
Citi is an equal opportunity employer, and qualified candidates will receive consideration without regard to their race, color, religion, sex, sexual orientation, gender identity, national origin, disability, status as a protected veteran, or any other characteristic protected by law.
If you are a person with a disability and need a reasonable accommodation to use our search tools and/or apply for a career opportunity review Accessibility at Citi.
View Citi's EEO Policy Statement and the Know Your Rights poster.
About Citigroup Inc
Sourced by ZipRecruiter
We live in an increasingly complex world. Companies these days are either born global or are going global at record speed. Business and geopolitics are forging an entirely new dynamic and consumers now expect financial services to be a seamless part of their digital lives. Citi is a bank that’s uniquely positioned for this moment. Through our vast global network and our on-the-ground expertise, we can connect the dots, anticipate change and empathize the needs of our clients and customers in ways that other banks simply cannot. Citi's mission is to serve as a trusted partner to our clients by responsibly providing financial services that enable growth and economic progress. We have set expectations for how we must act to bring our mission to life. These expectations are at the heart of our Leadership Principles – we take ownership, we deliver with pride and we succeed together.
Industry
Banking and credit intermediation
Company size
5,001 - 10,000 Employees
Headquarters location
New York City, NY, US