Construction estimating experts needed to create and evaluate visual document-based AI benchmark tasks with structured ground-truth outputs and evaluation rubrics.
Building Code Plans Examiner
Job description
micro1 is a leading AI data lab focused on training frontier models and evaluating AI agents. The company works with domain experts across finance, healthcare, STEM, engineering, and other fields to generate high-quality training data, evaluations, and feedback systems that improve AI reasoning and performance.
micro1’s platform connects verified experts through an AI-driven recruitment system, enabling large-scale expert contribution to frontier AI development.
Role Overview
micro1 is seeking Building Code Plans Examiners based in Florida to contribute specialized expertise to a high-impact AI training project.
In this role, you will apply your knowledge of Florida building codes and permitting standards to review architectural and construction documents, assess compliance, and provide structured evaluations that help train next-generation AI systems.
This role is focused on expert judgment and regulatory interpretation rather than AI experience.
Responsibilities
Review architectural, structural, and permit documents for compliance with Florida Building Code
Evaluate submissions across South Florida jurisdictions including:
- Palm Beach
- Broward
- Miami-Dade
Identify:
- Code compliance issues
- Regulatory risks
- Missing documentation or requirements
Provide clear, structured documentation of findings with references to applicable codes
Summarize whether plans meet local permitting requirements
Explain technical requirements in both technical and non-technical language
Contribute expert feedback to support AI model training in construction compliance
Collaborate with technical teams to ensure accuracy and consistency of outputs
Scope of Work
- Construction document review
- Building code compliance assessment
- Permit plan evaluation
- Risk identification in architectural and structural submissions
- Regulatory interpretation for Florida jurisdictions
- Data generation for AI training systems
Preferred Qualifications
Bachelor’s degree in Civil Engineering or Architecture
Active Florida license or certification such as:
- Standard Plans Examiner License
- Building Code Administrator License
- Provisional Plans Examiner License
- Florida Registered Architect (RA)
- Florida Professional Engineer (PE)
- Florida General Contractor (CGC)
Strong experience in building code plan review and permitting processes
Familiarity with Florida jurisdictions and South Florida permitting standards
Experience reviewing construction documents and identifying compliance risks
Ability to clearly communicate technical findings to diverse audiences
Strong attention to detail and documentation accuracy
Additional Requirements
- Must be based in Florida (South Florida preferred)
- Experience with Palm Beach, Broward, or Miami-Dade permitting systems is highly valued
- Strong analytical and regulatory interpretation skills
Compensation
- $80–$120/hour
- Referral bonus available for successful hires
Engagement Details
- Contractor role
- Remote work (Florida-based candidates only)
- Project-based engagement
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