Skip to main content

Senior AI Software Engineer — Agentic AI, LangGraph & Azure

Coral Gables, Florida

Apply Now

The Information Technology (IT) department is a critical part of City National Bank of Florida and is responsible for developing, maintaining, and securing the company's technology infrastructure. Our IT department provides technological solutions to support business operations, enhance communication, and improve productivity. We employ a wide range of professionals, including software developers, network administrators, database administrators, and IT support specialists. These professionals work together to design, develop, deploy, and maintain various technological solutions.

  • Job Type: Full Time
  • Workplace Policy: Hybrid
  • Travel: Minimal (if any)

Success Profile

  • Achiever
  • Collaborative
  • Technologically Savvy
  • Multi-tasker
  • Digitally Savvy
  • Problem Solver

Culture

Our entrepreneurial, win-together team thinks boldly, looks to and learns from each other, and is focused on creating big client successes that lead to big career growth.

“One of the things I love most about being an IT professional at CNB is the sense of purpose and impact that it provides. In today's digital age, technology is at the heart of many businesses and organizations, and being a part of that means that I am helping to shape and improve the world around me. At CNB, we thrive on making this happen. Whether it’s developing new software applications, securing sensitive data, or managing complex systems, being a CNB IT professional allows me to make a meaningful contribution to the lives of our employees daily.”

End User Technology Support, City National Bank of Florida

Senior AI Software Engineer — Agentic AI, LangGraph & Azure

Workplace Policy Hybrid Job ID 2026-6234 Date posted 10/26/2026
Apply Now
About Us

Think BIG. Achieve More.

At City National Bank of Florida, we invest in our people and the communities we serve. Join a team where ambitious careers and meaningful relationships thrive together. We’re entrepreneurs at heart—growing fast, making an impact, and shaping the future of banking in Florida. To learn more about City National Bank of Florida visit About Us!


Overview:

City National Bank of Florida is seeking a highly experienced, hands-on Senior AI Software Engineer to architect, develop, and deploy secure, scalable, production-grade AI applications and agentic workflows.

This engineer will take technical ownership of critical AI application components, establish engineering standards, mentor other developers through code reviews and design collaboration, and turn business requirements into reliable software.

The role requires deep Python engineering capability alongside practical experience with LLM orchestration, RAG, APIs, Azure cloud services, testing, security, and production operations. The successful candidate must be comfortable designing the solution and implementing it personally.

What You'll Do:

  • Design and implement production-grade AI applications and backend services using Python, FastAPI, and modern software engineering practices.
  • Lead the technical implementation of stateful, multi-step agentic workflows using LangGraph and LangChain v1.
  • Implement graph state management, conditional routing, checkpointing, retries, recovery, idempotency, and controlled execution.
  • Build enterprise RAG architectures incorporating ingestion, chunking, embeddings, Azure AI Search, hybrid retrieval, reranking, metadata filtering, and source-grounded generation.
  • Integrate Azure OpenAI, enterprise APIs, document repositories, databases, and internal systems using secure API contracts.
  • Design and implement MCP servers and tools, with authentication, authorization, input validation, and appropriate access controls.
  • Build reusable application components, API interfaces, shared libraries, and common AI engineering patterns.
  • Implement human-in-the-loop approval gates, workflow state persistence, audit trails, and prevention of unauthorized downstream actions.
  • Establish automated quality gates for unit testing, integration testing, retrieval evaluation, agent behavior, security, and regression testing.
  • Engineer for reliability, scalability, latency, cost, observability, and maintainability.
  • Implement secure cloud application patterns using Azure identity, managed identities, Key Vault, network controls, and appropriate secrets management.
  • Containerize and deploy services through CI/CD pipelines to Azure Container Apps (ACA), with Azure Kubernetes Service (AKS) where workload requirements justify it.
  • Integrate Azure Monitor and application telemetry for logs, metrics, tracing, incident investigation, and operational support.
  • Review code, guide implementation decisions, troubleshoot complex production defects, and mentor other engineers while remaining an active developer.
  • Work with AI leadership, application teams, architecture, cybersecurity, model risk, legal, and business stakeholders to deliver governed banking AI solutions.

Qualifications:

Software engineering

  • Approximately 8 years of professional software engineering experience, including substantial hands-on Python development.
  • Strong understanding of software architecture, design patterns, SOLID principles, concurrency, asynchronous programming, API design, and distributed systems.
  • Experience with FastAPI or an equivalent backend framework, Pydantic, SQL, Git, pytest, and automated code-quality practices.
  • Demonstrated ability to design, implement, test, deploy, and troubleshoot production services.

Agentic AI and RAG

  • Hands-on experience delivering LLM-powered applications beyond proof-of-concept demonstrations.
  • Strong practical knowledge of LangGraph and LangChain or equivalent frameworks, with direct LangGraph experience strongly preferred.
  • Experience with stateful workflows, tool calling, conditional execution, structured outputs, retries, failure recovery, and human approval patterns.
  • Strong knowledge of end-to-end RAG, embeddings, vector and hybrid search, reranking, grounding, and retrieval evaluation.
  • Experience designing repeatable LLM evaluation and regression-testing strategies.
  • Ability to diagnose hallucinations, retrieval failures, prompt-injection risks, tool misuse, and inconsistent agent behavior.

Azure and production engineering

  • Hands-on experience with Azure OpenAI and preferably Azure AI Search.
  • Experience with Azure identity and security services, including managed identities and Key Vault.
  • Experience with Docker, CI/CD, cloud deployments, automated testing, monitoring, and production troubleshooting.
  • Experience building secure APIs and integrating enterprise systems.
  • Strong understanding of authentication, authorization, least privilege, data protection, and auditability.

Preferred qualifications

  • Production experience implementing MCP servers and secure enterprise tools.
  • Experience with Azure Container Apps and Azure Kubernetes Service.
  • Experience with PostgreSQL or Azure Database for PostgreSQL, persistent workflow state, and object storage.
  • Experience with enterprise document processing and financial data extraction.
  • Experience with OpenTelemetry, distributed tracing, AI observability, latency optimization, and token-cost management.
  • Banking or other regulated-industry experience, especially credit, lending, fraud, or risk workflows.
  • Experience with model governance, explainability, human oversight, and responsible AI practices.

Education:
  • Bachelor's or master's degree in Computer Science, Software Engineering, AI, or a related field, or equivalent practical experience. 

Benefits & Perks

We offer a competitive benefits package designed to support your success:

  • Health Coverage: Medical, dental, and vision plans with employer contributions.
  • Retirement Savings: 401(k) with matching.
  • Paid Time Off & Holidays: Generous PTO and paid holidays.
  • Wellness Support: Access to mental health and financial wellness resources.

Visit our benefits page to learn more Benefits!

Join City National Bank of Florida. The possibilities are endless.


Special information to candidates:

Equal Opportunity

City National Bank of Florida is an Equal Opportunity Employer. We do not discriminate based on race, color, religion, sex, national origin, age, disability, genetic information, protected veteran status, or any status protected by federal, state, or Florida law. We comply with the ADA and applicable Florida laws.

Interview Guidelines

To ensure a fair and consistent interview process, applicants are not permitted to use AI-enabled devices during interviews, including AI glasses or similar wearable technology that can record, transmit, or generate real-time information. 

Applicants who require a reasonable accommodation to participate in the interview process should contact talent.attraction@citynational.com in advance of the interview to submit an accommodation request. City National Bank of Florida will engage in the interactive process and provide reasonable accommodations in accordance with applicable law.


Apply Now

Explore this location

Learn More
The City National Bank logo on a wall

Community focus, global reach.

Our roots are in Florida’s communities, but our reach is far greater. Bci, our parent company, spans from Chile to China, connecting us to global resources and capabilities.

Learn More
Great Place To Work - Certified, July 2025 to July 2026

Great Place To
Work® Certified™

Benefits

  • Medical

    We are proud to offer you a choice of medical plans that provide comprehensive medical and prescription drug coverage. The plans also offer many resources and tools to help you maintain a healthy lifestyle.

  • 401(k)/Retirement Plans

    We don't just want you to have a great career, but a great life, so we provide a comprehensive 401(k) program that provides 100% match up to 5%.

  • Tuition Reimbursement

    We offer you the opportunity to make your educational dreams a reality. We provide financial assistance for undergraduate and graduate studies.

  • Holidays

    As if we don't have plenty of PTO, we also celebrate all national holidays. This perk just keeps on giving: see the list of holidays.

  • Awards & Recognition

    We believe that employee engagement doesn't just happen, you have to make it happen, and we do. Here you will have very strong awards and recognition programs that celebrate the true you.

  • Flex Time

    We are all-in on the office, but understand that working from home has some benefits, so, for some roles we offer the best of both worlds. We have a hybrid work schedule so you can too.