Drive the firm's adoption of AI engineering best practices, including prompt engineering, model evaluation, retrieval-augmented generation (RAG), Model Context Protocol (MCP), vector search, tool ...
Drive the firm's adoption of AI engineering best practices, including prompt engineering, model evaluation, retrieval-augmented generation (RAG), Model Context Protocol (MCP), vector search, tool ...
Drive the firm's adoption of AI engineering best practices, including prompt engineering, model evaluation, retrieval-augmented generation (RAG), Model Context Protocol (MCP), vector search, tool ...
Drive the firm's adoption of AI engineering best practices, including prompt engineering, model evaluation, retrieval-augmented generation (RAG), Model Context Protocol (MCP), vector search, tool ...
... retrieval-augmented generation, vector databases, tool calling, evaluation harnesses, prompt engineering, LLM application testing, and agent observability. - Collaborate remotely with teams and ...
Quick apply
... retrieval-augmented generation, vector databases, tool calling, evaluation harnesses, prompt engineering, LLM application testing, and agent observability. - Collaborate remotely with teams and ...
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 ...
Vice President of AI Engineering (Orlando)
Orlando, FL · On-site
$240K - $310K/yr
Set the architectural direction for AI systems, including large language model integration, retrieval-augmented generation, and agentic workflows. * Take AI capabilities from prototype into ...
Vice President of AI Engineering (Orlando)
Orlando, FL · On-site
$240K - $310K/yr
Set the architectural direction for AI systems, including large language model integration, retrieval-augmented generation, and agentic workflows. * Take AI capabilities from prototype into ...
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 ...
Lead Developer - AI Engineering and Service Assistant
Orlando, FL · On-site
$55 - $72/hr
Hands-on experience building LLM or AI applications using retrieval-augmented generation, embeddings, vector or hybrid search, prompt orchestration, tool calling, grounded-response evaluation, and ...
Lead Developer - AI Engineering and Service Assistant
Orlando, FL · On-site
$55 - $72/hr
Hands-on experience building LLM or AI applications using retrieval-augmented generation, embeddings, vector or hybrid search, prompt orchestration, tool calling, grounded-response evaluation, and ...
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 ...
Develop RAG (Retrieval-Augmented Generation) applications for enterprise knowledge and search use cases. * Build document ingestion and processing pipelines, including: * Data extraction * Chunking
Develop RAG (Retrieval-Augmented Generation) applications for enterprise knowledge and search use cases. * Build document ingestion and processing pipelines, including: * Data extraction * Chunking
AI Engineer
Fort Myers, FL · On-site
$110 - $160/hr
Retrieval-Augmented Generation (RAG), vector databases, and embedding models * LLM orchestration frameworks (LangChain, LangGraph, or equivalent) * Fine-tuning experience, specifically LoRA (PEFT and ...
AI Engineer
Fort Myers, FL · On-site
$110 - $160/hr
Retrieval-Augmented Generation (RAG), vector databases, and embedding models * LLM orchestration frameworks (LangChain, LangGraph, or equivalent) * Fine-tuning experience, specifically LoRA (PEFT and ...
Experience building Retrieval-Augmented Generation (RAG) pipelines| AI orchestration workflows| and LLM gateways.Working knowledge of PyTorch| Hugging Face ecosystem| embeddings| inference| and model ...
Experience building Retrieval-Augmented Generation (RAG) pipelines| AI orchestration workflows| and LLM gateways.Working knowledge of PyTorch| Hugging Face ecosystem| embeddings| inference| and model ...
AI Architect Generative AI, LLMs & AWS
West Palm Beach, FL · On-site
$62.75 - $82.25/hr
Expertise in Retrieval-Augmented Generation (RAG). * Prompt engineering, prompt optimization, embeddings, semantic search, and model evaluation. * Experience integrating multiple LLM providers and ...
AI Architect Generative AI, LLMs & AWS
West Palm Beach, FL · On-site
$62.75 - $82.25/hr
Expertise in Retrieval-Augmented Generation (RAG). * Prompt engineering, prompt optimization, embeddings, semantic search, and model evaluation. * Experience integrating multiple LLM providers and ...
... Augmented Generation (RAG) patterns and retrieval quality improvements. Design conversational flows for internal functions (e.g., HR helpdesk), including intent handling, escalation paths, and ...
... Augmented Generation (RAG) patterns and retrieval quality improvements. Design conversational flows for internal functions (e.g., HR helpdesk), including intent handling, escalation paths, and ...
Gen AI Architect
Fort Lauderdale, FL · On-site
$180 - $200/hr
Architect enterprise-scale Generative AI solutions leveraging LLMs, embeddings, and retrieval-augmented generation (RAG) pipelines. * Design and implement scalable AI microservices and APIs ...
New
Gen AI Architect
Fort Lauderdale, FL · On-site
$180 - $200/hr
Architect enterprise-scale Generative AI solutions leveraging LLMs, embeddings, and retrieval-augmented generation (RAG) pipelines. * Design and implement scalable AI microservices and APIs ...
New
Key Responsibilities • Design, develop, and deploy AI agents using Amazon Bedrock. • Build conversational AI and task-based agent workflows. • Develop Retrieval-Augmented Generation (RAG ...
Key Responsibilities • Design, develop, and deploy AI agents using Amazon Bedrock. • Build conversational AI and task-based agent workflows. • Develop Retrieval-Augmented Generation (RAG ...
Data Engineer
$108K - $129K/yr
This role focuses heavily on building reliable RAG (Retrieval-Augmented Generation) pipelines, orchestrating ETL/ELT processes, and deploying scalable data systems in AWS. Responsibilities * Design ...
Data Engineer
$108K - $129K/yr
This role focuses heavily on building reliable RAG (Retrieval-Augmented Generation) pipelines, orchestrating ETL/ELT processes, and deploying scalable data systems in AWS. Responsibilities * Design ...
Enable engineering teams with best practices in prompt engineering, Retrieval-Augmented Generation, security, reliability, and scalable AI development. * Integrate AI solutions with APIs ...
Enable engineering teams with best practices in prompt engineering, Retrieval-Augmented Generation, security, reliability, and scalable AI development. * Integrate AI solutions with APIs ...
... 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 ...
Principal AI Software Engineer (TS/SCI + Poly) Fort Meade, MD (Fort Meade)
Fort Meade, FL · On-site
$207K - $227K/yr
Proficiency in approaches to retrieval augmented generation (RAG), model context protocol (MCP), and other recent technologies supporting agentic AI. * Foundational knowledge of statistics related to ...
Principal AI Software Engineer (TS/SCI + Poly) Fort Meade, MD (Fort Meade)
Fort Meade, FL · On-site
$207K - $227K/yr
Proficiency in approaches to retrieval augmented generation (RAG), model context protocol (MCP), and other recent technologies supporting agentic AI. * Foundational knowledge of statistics related to ...
Python Developer
Tampa, FL · On-site
$47.50 - $65.50/hr
... • Retrieval-Augmented Generation (RAG) • Model fine-tuning Company : Echo IT Solutions provides IT consulting, managed services, cloud, cybersecurity, data, and custom software development.
Python Developer
Tampa, FL · On-site
$47.50 - $65.50/hr
... • Retrieval-Augmented Generation (RAG) • Model fine-tuning Company : Echo IT Solutions provides IT consulting, managed services, cloud, cybersecurity, data, and custom software development.
Overnight Retrieval Augmented Generation information
What is the difference between Overnight Retrieval Augmented Generation vs Data Scientist?
| Aspect | Overnight Retrieval Augmented Generation | Data Scientist |
|---|---|---|
| Credentials | Typically requires knowledge of AI, NLP, and data retrieval techniques | Requires degrees in data science, statistics, or related fields |
| Work Environment | Often in AI research labs, tech companies, or startups focusing on NLP models | In corporate, research, or consulting settings analyzing data and building models |
| Industry Usage | Primarily in AI, machine learning, and NLP industries | Across finance, healthcare, tech, and other sectors |
Overnight Retrieval Augmented Generation focuses on developing AI models that combine retrieval techniques with generative AI, often working overnight to update or improve models. Data Scientists analyze data, build predictive models, and interpret results across various industries. While both roles involve data and AI, Retrieval Augmented Generation specialists focus on model training and NLP innovations, whereas Data Scientists handle broader data analysis and modeling tasks.
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The most popular types of Retrieval Augmented Generation jobs in Florida are:
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For Overnight Retrieval Augmented Generation jobs in Florida, the most frequently searched job titles are:
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Full-time
Medical, Dental, Vision, Life, Retirement, PTO
Re-posted 2 days ago
Job description
Job Description Summary
We are seeking an experienced Principal Full Stack Application Developer to lead the architecture, design, and development of enterprise applications and next-generation Agentic AI solutions that automate business processes across the firm.This individual serves as the technical leader responsible for defining and implementing the architecture for AI-powered workflows, intelligent agents, and enterprise integrations while remaining a hands-on full stack engineer. The role combines expertise in Angular, Java, Spring Boot, enterprise integration, and modern AI technologies to build scalable, secure, and maintainable automation solutions that improve operational efficiency and business outcomes.
The ideal candidate possesses extensive experience designing enterprise software architectures and is comfortable evaluating, integrating, and applying a rapidly evolving AI ecosystem-including LLMs, agent frameworks, MCP, vector databases, prompt engineering, and AI-assisted development tools-to solve complex business problems.
Job Description
This position follows a hybrid work model, with an expectation to be in the office 3 days per week at the St. Petersburg, FL Corporate Office location.
Please note: This role is not eligible for Work Visa sponsorship, either currently or in the future.
Responsibilities
Lead the architecture, design, and implementation of enterprise Agentic AI solutions that automate complex business processes across the organization.
Define technical standards and architectural patterns for intelligent agents, multi-agent systems, orchestration workflows, and AI-enabled enterprise applications.
Design and develop agentic workflows that combine deterministic business rules, enterprise integrations, retrieval systems, and AI reasoning to deliver reliable and scalable business automation.
Evaluate, prototype, and integrate emerging AI technologies, frameworks, and tools to continuously improve engineering productivity and business capabilities.
Drive the firm's adoption of AI engineering best practices, including prompt engineering, model evaluation, retrieval-augmented generation (RAG), Model Context Protocol (MCP), vector search, tool calling, and AI governance.
Lead full stack development efforts using Angular, Java, Spring Boot, REST APIs, and enterprise integration patterns.
Design reusable frameworks and platform capabilities that enable development teams to rapidly build and deploy intelligent agents.
Collaborate with Architecture, Security, Infrastructure, Product Owners, and business stakeholders to identify automation opportunities and define scalable technical solutions.
Mentor engineers in modern AI engineering techniques, full stack development, and enterprise software architecture.
Lead technical design sessions, perform architecture reviews, conduct code reviews, and establish engineering standards.
Apply AI-assisted software development tools to accelerate development, testing, debugging, documentation, and delivery while maintaining high engineering quality.
Participate in production support, troubleshooting, performance tuning, and continuous platform improvement.
Required Skills & Experience
10+ years of experience designing, developing, and supporting enterprise software applications.
5+ years of technical leadership experience leading development teams and enterprise software initiatives.
Expert knowledge of Java (17+), Spring Boot, Spring Framework, Angular (16+), RESTful APIs, and microservices.
Strong understanding of object-oriented programming, software architecture, design patterns, and secure coding practices.
Experience designing scalable enterprise applications and distributed systems.
Experience with SQL, enterprise integration patterns, messaging platforms (IBM MQ, Kafka, or similar), and API-driven architectures.
Experience with CI/CD pipelines, Git, automated testing, and DevOps practices.
Demonstrated ability to evaluate new technologies and recommend technical solutions that align with business objectives.
Strong leadership, mentoring, communication, and problem-solving skills.
Preferred Qualifications
Experience designing or developing Agentic AI solutions or intelligent business automation workflows.
Experience integrating Large Language Models (LLMs) into enterprise applications.
Familiarity with AI engineering concepts including Retrieval-Augmented Generation (RAG), Model Context Protocol (MCP), prompt engineering, vector databases, semantic search, and AI orchestration frameworks.
Experience evaluating and integrating commercial AI platforms and development tools such as Claude Code, GitHub Copilot, ChatGPT, Gemini, or similar technologies.
Experience applying AI-assisted development techniques to improve engineering productivity, code quality, testing, documentation, and software delivery.
Education
Bachelor's: Computer and Information Science (Required)Work Experience
General Experience - 10 to 15 yearsCertifications
Travel
Less than 25%Workstyle
HybridThe total compensation for this position includes base salary or wages, and may include components such as additional compensation (cash or equity), discretionary bonuses, or commissions. This position is eligible for a benefits package that may include medical, dental, and vision; life insurance; critical illness insurance and accident insurance; disability benefits; retirement savings; paid time off (including vacation, holidays, and sick leave); and parental leave. Eligibility for benefits and specific offerings may vary based on position and employment status. To view more details of the benefits offered, visit Myrjbenefits.com.
At Raymond James our associates use five guiding behaviors (Develop, Collaborate, Decide, Deliver, Improve) to deliver on the firm's core values of client-first, integrity, independence and a conservative, long-term view.
We expect our associates at all levels to:
Grow professionally and inspire others to do the same
Work with and through others to achieve desired outcomes
Make prompt, pragmatic choices and act with the client in mind
Take ownership and hold themselves and others accountable for delivering results that matter
Contribute to the continuous evolution of the firm
At Raymond James - as part of our people-first culture, we honor, value, and respect the uniqueness, experiences, and backgrounds of all of our Associates. When associates bring their best authentic selves, our organization, clients, and communities thrive. The Company is an equal opportunity employer and makes all employment decisions on the basis of merit and business needs.
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