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HumanSignal · 1 month ago

Architecture Expert

United States

Full-time

Remote

New Grad, Entry Level

HumanSignal is building a platform that powers the creation, curation, and evaluation of high-quality data for AI applications. The Architecture Expert will annotate architectural floor plans to train computer vision models, ensuring geometric accuracy and adherence to strict guidelines while contributing to cutting-edge technology in the field.

Computer Software

H1B Sponsor Likely

Responsibilities

Annotate architectural floor plans using our Label Studio Enterprise platform to identify and segment:

Core infrastructure (elevators, stairs, shafts, mechanical rooms)

Doors (single, double, swing, emergency exits)

Restrooms and accessibility features

Structural elements (columns, walls)

Service areas (janitor closets, electrical rooms, AHU rooms)

Ensure geometric accuracy (closed polygons, continuous walls, proper right angles)

Follow strict annotation guidelines to maintain consistency across the dataset

Identify rare or missing elements across floor plans

Participate in weekly calibration sessions to review edge cases and maintain quality standards

Meet quality benchmarks for accuracy, completeness, and consistency

Qualification

Architectural floor plansCAD software proficiencyBuilding codes knowledgeAttention to detailPattern recognitionInterest in AI/MLCommunication skillsSelf-motivatedProblem-solving mindset

Required

Strong proficiency reading architectural floor plans (AutoCAD, Revit, or hand-drawn)

Understanding of architectural symbols and conventions

Knowledge of building systems and core building elements

Familiarity with building codes and accessibility standards (ADA compliance, fire exits, etc.)

Exceptional attention to detail and ability to maintain focus on precise work

Excellent visual-spatial reasoning

Consistency and reliability in work quality

Self-motivated with ability to work independently

Strong communication skills for flagging issues

Comfortable with feedback and iterative improvement

Minimum 10 hours per week availability for at least 3 months

Preferred

Formal education in architecture or related field (any level)

Experience with commercial/corporate office design

Familiarity with MEP systems (mechanical, electrical, plumbing)

Understanding of structural systems and load-bearing elements

CAD software proficiency (AutoCAD, Revit, ArchiCAD, SketchUp)

Experience with vector graphics or image editing tools

Prior data annotation or labeling experience

Exposure to machine learning or computer vision concepts

GIS or spatial data analysis experience

Pattern recognition skills - quickly identifying repeated elements

Systematic, methodical approach to reviewing work

Problem-solving mindset for handling ambiguous cases

Interest in AI/ML applications in architecture

Previous remote work experience

Company

HumanSignal

HumanSignal enables data science teams to build AI models with their company DNA.

Founded in 2019

San Francisco, California, US

51-200 employees

https://humansignal.com

H1B Sponsorship

HumanSignal has a track record of offering H1B sponsorships. Please note that this does not guarantee sponsorship for this specific role. Below presents additional info for your reference. (Data Powered by US Department of Labor)

Distribution of Different Job Fields Receiving Sponsorship

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Trends of Total Sponsorships

2025 (1)