Talent.com
Full Stack Engineer — AI & LLM Systems
Full Stack Engineer — AI & LLM SystemsRent Solutions • Tampa, Florida, United States
Full Stack Engineer — AI & LLM Systems

Full Stack Engineer — AI & LLM Systems

Rent Solutions • Tampa, Florida, United States
[job_card.variable_days_ago]
[job_preview.job_type]
  • [job_card.full_time]
[job_card.job_description]

About the Role

We’re looking for someone who genuinely loves building AI systems. Things like bots, knowledge bases, agentic workflows, RAG pipelines, and other intelligent tools. If you get excited about taking an idea and turning it into a real, working AI feature, you’ll fit right in.

The title mentions “Full Stack,” but to be clear : the heart of this job is AI engineering. You’ll be the one designing and building the AI capabilities that power our platform, end to end.

What You’ll Work On (Primary Focus)

AI Systems Development - You will architect, build, and deploy advanced AI capabilities, including :

AI-powered bots and conversational assistants

  • Knowledge base systems (RAG, embeddings, vector DBs, context management)
  • Agentic systems with tool use, multi-step reasoning, and dynamic workflows
  • Fine-grained prompt design, guardrails, and output evaluation
  • Model selection, performance tuning, and cost optimization
  • Integrating AI features into our existing MERN-based product

If your passion is building real AI systems, not just prototypes, this role is built for you.

Requirements

AI Engineering Expertise (Required) - Candidates must have hands-on, production-level AI experience :

  • Built production AI systems (bots, RAG, agents, orchestrations)
  • Experience with GPT-4o, Claude, LangChain, LlamaIndex, Agent frameworks
  • Deep understanding of embeddings + vector databases
  • Experience designing RAG pipelines and context architectures
  • Ability to build multi-step agentic workflows and tool systems
  • Strong prompt engineering fundamentals + prompt security awareness
  • Experience evaluating model performance + improving reliability
  • Comfort with AI dev tooling (Cursor, Claude, Copilot, etc.)
  • Full Stack Ability (Supporting Skillset)

    (Not the primary responsibility, but required for integrating AI features.)

  • Experience with MongoDB, Express, React, Node.js
  • Strong debugging and integration skills
  • Bonus Skills

  • AWS experience
  • Workflow engines (n8n, Zapier)
  • Experience with fine-tuning or model benchmarking
  • How to Apply (Must Follow Exactly)

    Applicants who skip any step will be automatically declined.

    1. Property Management / Real Estate Experience (Optional)

    List any relevant experience (optional).

    2. GitHub Repository

    Share your GitHub link or specific repos showcasing your AI + full stack work.

    3. 2-Minute Video Introduction (Required)

    Record a 1–2 minute video (Loom, unlisted YouTube, Google Drive, etc.) answering :

    Your name + where you're located

  • Your AI experience in one sentence
  • One AI system you built that you're proud of
  • Clear audio is enough — no heavy editing required.
  • (If this keyword is not at the top, the application will not be reviewed.)

    [job_alerts.create_a_job]

    Ai Engineer • Tampa, Florida, United States

    [internal_linking.similar_jobs]
    ML Ops Engineer

    ML Ops Engineer

    Raft • Tampa, FL, United States
    [job_card.full_time]
    All of the programs we support require.All work must be conducted within the continental U.Distributed Data Systems, Platforms at Scale, and Complex Application Development, with headquarters in Mc...[show_more]
    [last_updated.last_updated_variable_days] • [promoted]
    Data Scientist

    Data Scientist

    Dark Wolf Solutions • Tampa, Florida, United States
    [job_card.full_time]
    In this role, you will be instrumental in building, testing, and validating data pipelines that enable the creation and deployment of cutting-edge AI / ML. You will work collaboratively with a team of...[show_more]
    [last_updated.last_updated_30] • [promoted]
    Full Stack Engineer - AI & LLM Systems

    Full Stack Engineer - AI & LLM Systems

    Rent Solutions • Tampa, FL, US
    [job_card.full_time]
    We're looking for someone who genuinely loves building AI systems.Things like bots, knowledge bases, agentic workflows, RAG pipelines, and other intelligent tools. If you get excited about taking an...[show_more]
    [last_updated.last_updated_variable_days] • [promoted]
    Staff Engineer-Software Engineer

    Staff Engineer-Software Engineer

    TheIncLab • Tampa, FL, US
    [job_card.permanent]
    TheIncLab engineers and delivers intelligent digital applications and platforms that revolutionize how our customers and mission-critical teams achieve success. We are where innovation meets purpose...[show_more]
    [last_updated.last_updated_variable_days] • [promoted]
    Technology Systems Designer - Entry Level

    Technology Systems Designer - Entry Level

    BSA Lifestructures Inc • Tampa, FL, US
    [job_card.full_time]
    BSA LifeStructures designs facilities that support, enhance and inspire healing, learning and discovery.Facilities that are LifeStructures. Our integrated disciplinary efforts with visionary healthc...[show_more]
    [last_updated.last_updated_30] • [promoted]
    React Software Engineer (FL)

    React Software Engineer (FL)

    Cooperidge Consulting Firm • Tampa, FL, US
    [job_card.full_time]
    Cooperidge Consulting Firm is seeking.Software Engineer with a strong background in programming and building modern.This is an on-site opportunity to work on. Design, develop, and maintain an enterp...[show_more]
    [last_updated.last_updated_30] • [promoted]
    Data Engineer (BLUESKY)

    Data Engineer (BLUESKY)

    Geo Owl • Tampa, Florida, United States
    [job_card.full_time]
    We are seeking mission-driven and highly skilled Data Engineers at the Junior, Mid, and Senior levels to design, implement, and operate advanced data management systems that enable critical intelli...[show_more]
    [last_updated.last_updated_30] • [promoted]
    Software Engineer III

    Software Engineer III

    AEVEX • Tampa, FL, US
    [job_card.full_time]
    A software engineer is part of the software development team that creates software solutions for AEVEX.This person applies engineering principles and knowledge of programming languages to build the...[show_more]
    [last_updated.last_updated_30] • [promoted]
    AI / ML Engineer

    AI / ML Engineer

    Raft Company Website • Tampa, Florida, United States
    [job_card.full_time]
    All of the programs we support require.All work must be conducted within the continental U.Distributed Data Systems, Platforms at Scale, and Complex Application Development, with headquarters in Mc...[show_more]
    [last_updated.last_updated_30] • [promoted]
    Machine Learning Engineer

    Machine Learning Engineer

    Cti • Tampa, FL, United States
    [job_card.full_time]
    CTI, a Parsons Company is a high-tech software, systems engineering, and operational support corporation dedicated to providing cutting-edge engineering, and system development and support.We provi...[show_more]
    [last_updated.last_updated_30] • [promoted]
    AI / Machine Learning Junior / Senior / Lead

    AI / Machine Learning Junior / Senior / Lead

    Catalyst Labs • Tampa, FL, US
    [job_card.full_time]
    Catalyst Labs is a leading talent agency with a specialized vertical in Applied AI, Machine Learning, and Data Science.We stand out as an agency thats deeply embedded in our clients recruitment ope...[show_more]
    [last_updated.last_updated_variable_days] • [promoted]
    Founding Product Engineer

    Founding Product Engineer

    Catalyst Labs • Tampa, FL, US
    [job_card.full_time]
    A fast growing standards and insurance startup based in San Francisco, they have raised 15 million dollars in funding and are reinventing how enterprises adopt AI agents. Their two pronged model, wh...[show_more]
    [last_updated.last_updated_30] • [promoted]
    Staff Software Engineer

    Staff Software Engineer

    Inovalon, Inc. • Tampa, FL, United States
    [job_card.full_time]
    Inovalon was founded in 1998 on the belief that technology, and data specifically, would empower the transformation of the entire healthcare ecosystem for the better, improving both outcomes and ec...[show_more]
    [last_updated.last_updated_variable_days] • [promoted]
    Senior Software Engineer, Core Experiences - Tampa, USA

    Senior Software Engineer, Core Experiences - Tampa, USA

    Speechify • Tampa, FL, US
    [job_card.full_time]
    Speechify is the easiest way to listen to the world's information.Articles on the web, documents in the cloud, books on your phone. We absorb it all and let you listen to it at your desk, on the...[show_more]
    [last_updated.last_updated_30] • [promoted]
    Software Engineer II

    Software Engineer II

    AEVEX • Tampa, FL, US
    [job_card.full_time]
    A Software Engineer 2 is an experienced professional responsible for designing, developing, and maintaining software applications. This person serves as an independent contributor implementing softw...[show_more]
    [last_updated.last_updated_30] • [promoted]
    Data Engineer

    Data Engineer

    Dark Wolf Solutions • Tampa, Florida, United States
    [job_card.full_time]
    As a Data Engineer, you will be instrumental in building and maintaining the data infrastructure that powers our AI / ML models. This position requires on-site support at.Key responsibilities include,...[show_more]
    [last_updated.last_updated_30] • [promoted]
    Data Engineer

    Data Engineer

    Tmpc • Tampa, Florida, United States
    [job_card.full_time]
    Shift (United States of America).We look for people who have bold new ideas, courage and a pioneering spirit to join forces to invent the future, and have fun along the way.Our culture thrives on i...[show_more]
    [last_updated.last_updated_30] • [promoted]
    Data Engineer - (BLUESKY)

    Data Engineer - (BLUESKY)

    Geo Owl • Tampa, Florida, United States
    [job_card.full_time]
    We are seeking mission-driven and highly skilled Data Engineers at the Junior, Mid, and Senior levels to design, implement, and operate advanced data management systems that enable critical intelli...[show_more]
    [last_updated.last_updated_30] • [promoted]