Data & AI Engineer - (Hybrid

Cruise Planners is the largest franchisor of home-based travel agencies across the country that independently book cruises, tour, and land vacations. Cruise Planners has achieved Top Producer status with virtually every cruise line, tour, and resort company. Cruise Planners has been named the No.1 Cruise Tour / Travel Agency by Entrepreneur Magazine for the past 10 years and recently featured in Entrepreneur as one of the top 30 franchise innovators in technology.

Cruise Planners positions franchise owners for success by providing them with innovative marketing, booking and lead-generating tools as well as professional development and hands‑on training with the industry’s top executives. Cruise Planners Home Office has won awards such as Coolest Offices and Top Places to Work in South Florida by Sun Sentinel and South Florida Business Journal.

The Data & AI Engineer designs, builds, and operates the data and AI systems behind Cruise Planners' analytics, advisor-facing products, and internal automation. The role combines production data engineering on AWS (Glue, Redshift, Step Functions, Lambda, S3) with applied generative‑AI work on Amazon Bedrock (Data Automation, Knowledge Bases, Agent Core) and the Strands Agents SDK.

Day-to-day development is conducted through agentic coding tooling — Claude Code with MCP — used as a primary engineering surface, not as autocomplete, with the pace and scope of delivery expected to exceed what traditional tooling supports. The team is small: engineers scope, build, deploy, document, and operate their own work end to end.

The items listed below are intended to provide an overview of the essential functions of the job. This is not an exhaustive list of all functions and responsibilities that the position may be required to perform.

• Design and operate data pipelines on AWS — Glue, Step Functions, Lambda, Event Bridge, S3 — feeding the Redshift data warehouse.
• Stand up and operate containerized production pipelines on AWS Fargate / ECS (scheduled ingest or scrape, enrich, deliver) with Cloud Watch alarms and health monitoring.
• Design dimensional data models — facts, conformed dimensions, and analytics marts — on Redshift over a zero‑ETL replica of the operational source.
• Implement document‑extraction pipelines using Amazon Bedrock Data Automation blueprints and deliver structured output to downstream consumers via webhook or queue.
• Build and operate Bedrock Knowledge Bases for retrieval‑augmented generation: source preparation, indexing, retrieval evaluation, and cost / latency tuning.
• Build agents using the Strands Agents SDK on Bedrock Agent Core — supervisor / sub‑agent topologies, tool definitions, and deployment hardening.
• Build applied‑LLM data products for reporting, search, and agentic operations.
• Deploy and operate services on AWS end to end, including internal web apps and demos.
• Build internal tooling and integrations, including MCP servers.
• Prototype and ship new AI‑powered applications for advisors and internal teams.
• Maintain operational quality — logs, alarms, runbooks, on‑call response, post‑incident notes — and continuously monitor quality and compliance with data‑privacy regulations.
• Conduct day-to-day development through Claude Code with project‑scoped MCP servers, document decisions and architectures in the team wiki.

• AWS data and serverless services.
• Amazon Bedrock and Agent Core Runtime.
• Data warehousing and dimensional modeling.
• Agent and LLM frameworks.
• Infrastructure‑as‑code.

• Claude Code as the primary development surface, including parallel sessions.
• Comfort treating the model as a collaborator — generating alternatives, having design conversations, validating choices before committing — rather than as autocomplete.
• Writes documentation a teammate can pick up and act on without a meeting.
• Explains trade‑offs in plain language to non‑engineers (Marketing, Operations, Finance).
• Strong problem‑solving, communication, and collaboration skills.

• Bachelor's degree in Computer Science, Data Science, Statistics, Engineering, or a related field. Master's…