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Architecture Expert
HumanSignal
- Austin, Texas, United States
- Austin, Texas, United States
Über
Remote
Type:
Part‑Time Contract (10‑20 hrs/week, flexible scheduling)
Duration:
3–6 months (potential for ongoing work)
Compensation:
Commensurate with experience
Project Overview At HumanSignal, we develop an AI platform that relies on high‑quality data. As an Architecture Expert, you will annotate architectural floor plans to train computer‑vision models that automatically recognize and segment building elements.
What You'll Do
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
Basic Qualifications
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
Skills & Attributes
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
Nice‑to‑Haves
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
Technical Experience
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
Work Style
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
What Makes Someone Successful in This Role You're highly detail‑oriented
– you notice when walls don't align or when accessibility features are missing. Small inconsistencies don’t escape your attention.
You understand spatial relationships
– you can mentally visualize 3‑D spaces from 2‑D drawings and understand why buildings are organized the way they are.
You're consistent
– you find satisfaction in doing precise work to a high standard and take pride in quality craftsmanship.
You're a clear communicator
– you flag problems early, ask clarifying questions, and aren't afraid to say “I'm not sure about this element.”
You're curious about technology
– you’re genuinely interested in how AI learns from annotated data and see value in the intersection of architecture and machine learning.
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Sprachkenntnisse
- English
Hinweis für Nutzer
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