AI Systems Architect

Bolt Farm Treehouse

. Map operational workflows and design maintainable integrations, automations, and AI-agent pipelines .

Posted 11/3/2026full-timeWhitwell • Tennessee • United StatesMid-LevelSenior💰 $110,000 - $135,000 per yearWebsite

Core Competencies

Role fit

Core Competencies

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Demonstrates expertise in building and deploying production automation systems and AI pipelines, with a strong focus on operational workflows, technical standards, and measurable business outcomes. Proficient in evaluating build-versus-buy decisions and documenting architecture for maintainability.

Highest-signal resume keywords

Production Automation Systems DevelopmentAI Pipeline ImplementationPython ProficiencyBuild-Versus-Buy EvaluationOperational Results Measurement

ATS Keywords

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Applicant Tracking System Keywords

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Hard Skills

Automation System DesignAI-Agent Pipeline DevelopmentTechnical Standards DefinitionWorkflow MappingReliability ImprovementDocumentation of Operating ProceduresError Reduction TechniquesPerformance MeasurementIntegration DevelopmentArchitecture Design

Soft Skills

CollaborationProblem-SolvingCommunication

Tools & Technologies

N8nMakeZapierCursorLangChainCrewAIClickUp Enterprise

Industry Keywords

Hospitality OperationsGuest ExperienceFrontline Service OperationsOpen-Source Contributions

Tech Stack

Tools & technologies

Python

About the role

Key responsibilities & impact

Map operational workflows and design maintainable integrations, automations, and AI-agent pipelines
Evaluate build-versus-buy choices against business need, complexity, cost, and ongoing support requirements
Build and deploy production systems reducing manual work across operations, guest experience, finance, and other functions
Define technical standards for testing, documentation, monitoring, and exception handling
Improve reliability and resolve recurring failures in deployed workflows
Measure time saved, errors reduced, and business value created by technical work
Document architecture and operating procedures for maintainability
Review other builders' work and share practical patterns for reliable automation
Shape technical decisions across departments while staying close to the operational problems systems solve

Requirements

What you’ll need

3+ years building production automation systems or AI pipelines
Hands-on proficiency with at least three tools or frameworks such as Python, n8n, Make, Zapier, Cursor, LangChain, CrewAI, or equivalent platforms
Portfolio showing architectures designed and systems implemented for real users
Experience evaluating and implementing build-versus-buy decisions
Experience measuring operational or financial results from deployed technical work
Ability to work on-site at the property in Whitwell, Tennessee as needed
Must answer whether employment visa sponsorship in the United States will be required
Nice to have: Experience building ClickUp Enterprise workflows, automations, and integrations at scale
Nice to have: Experience supporting hospitality, guest experience, or other frontline service operations
Nice to have: Experience as a technical founder, automation lead, or hands-on technical team lead
Nice to have: Contributions to open-source automation or AI projects