Architecture Expert

11/21/2025

You will annotate architectural floor plans to train computer vision models that recognize and segment building elements. This involves ensuring geometric accuracy and following strict annotation guidelines.

Working Hours

20 hours/week

Company Size

51-200 employees

Language

English

Visa Sponsorship

About The Company

HumanSignal enables data science teams to build AI models with their company DNA. With the emergence of generative AI, it’s more important than ever to build highly differentiated models by guiding foundation models with proprietary data and human feedback. Creators of Label Studio, the most popular open source data labeling platform, HumanSignal enables data scientists to develop high quality datasets and workflows for model training, fine tuning and continuous validation. Today, the Label Studio open source community has more than 250,000 users who have collectively annotated more than 100 million pieces of data. Label Studio Enterprise is available as a cloud service with enhanced security, automation, quality review workflows, and performance reporting, used by leading data science teams including Bombora, Geberit, Outreach, Wyze, and Zendesk.

About the Role

<div class="content-intro"><p><strong data-stringify-type="bold">The future of AI — whether in training or evaluation, classical ML or agentic workflows — starts with high-quality data.</strong></p> <p>At HumanSignal, we’re building the platform that powers the creation, curation, and evaluation of that data. From fine-tuning foundation models to validating agent behaviors in production, our tools are used by leading AI teams to ensure models are grounded in real-world signal, not noise.</p> <p>Our open-source product, <strong data-stringify-type="bold">Label Studio</strong>, has become the <strong data-stringify-type="bold">de facto standard</strong> for labeling and evaluating data across modalities — from text and images to time series and agents-in-environments. With over 250,000 users and hundreds of millions of labeled samples, it’s the most widely adopted OSS solution for teams working on building AI systems. </p> <p><strong data-stringify-type="bold">Label Studio Enterprise</strong> builds on that traction with the security, collaboration, and scalability features needed to support mission-critical AI pipelines — powering everything from model training datasets to eval test sets to continuous feedback loops.We started before foundation models were mainstream, and we’re doubling down now that AI is eating the world. If you're excited to help leading AI teams build smarter, more accurate systems — we’d love to talk.</p></div><div class="p-rich_text_section"> <div> <div class="standard-markdown grid-cols-1 grid gap-4 [&_>_*]:min-w-0"> <h2 class="text-text-100 mt-3 -mb-1 text-[1.125rem] font-bold">About the Role</h2> </div> </div> <div> <div class="standard-markdown grid-cols-1 grid gap-4 [&_>_*]:min-w-0"> <p class="font-claude-response-body break-words whitespace-normal leading-[1.7]">HumanSignal is seeking highly qualified architecture and design professionals to contribute to AI development projects. This role involves evaluating, annotating, and validating architectural design content, technical drawings, building systems, and design principles to improve AI model performance in architectural reasoning, design critique, and technical documentation.</p> </div> </div> <div> <div class="standard-markdown grid-cols-1 grid gap-4 [&_>_*]:min-w-0"> <h2 class="text-text-100 mt-3 -mb-1 text-[1.125rem] font-bold">Compensation</h2> </div> </div> <div> <div class="standard-markdown grid-cols-1 grid gap-4 [&_>_*]:min-w-0"> <p class="font-claude-response-body break-words whitespace-normal leading-[1.7]"><strong>Up to $130 USD/hour</strong><span class="Apple-converted-space"> </span>based on qualifications and project complexity</p> </div> </div> <div> <div class="standard-markdown grid-cols-1 grid gap-4 [&_>_*]:min-w-0"> <h2 class="text-text-100 mt-3 -mb-1 text-[1.125rem] font-bold">Required Qualifications</h2> </div> </div> <div> <div class="standard-markdown grid-cols-1 grid gap-4 [&_>_*]:min-w-0"> <h3 class="text-text-100 mt-2 -mb-1 text-base font-bold">Education</h3> <ul class="[li_&]:mb-0 [li_&]:mt-1.5 [li_&]:gap-1.5 [&:not(:last-child)_ul]:pb-1 [&:not(:last-child)_ol]:pb-1 list-disc flex flex-col gap-2 pl-8 mb-3"> <li class="whitespace-normal break-words pl-2"><strong>Master's degree required</strong><span class="Apple-converted-space"> </span>in architecture or related design field</li> <li class="whitespace-normal break-words pl-2"><strong>PhD strongly preferred</strong><span class="Apple-converted-space"> </span>in: <ul class="[li_&]:mb-0 [li_&]:mt-1.5 [li_&]:gap-1.5 [&:not(:last-child)_ul]:pb-1 [&:not(:last-child)_ol]:pb-1 list-disc flex flex-col gap-2 pl-8 mb-3"> <li class="whitespace-normal break-words pl-2">Architecture</li> <li class="whitespace-normal break-words pl-2">Urban Design</li> <li class="whitespace-normal break-words pl-2">Architectural History & Theory</li> <li class="whitespace-normal break-words pl-2">Building Science</li> <li class="whitespace-normal break-words pl-2">Landscape Architecture</li> <li class="whitespace-normal break-words pl-2">Or closely related design disciplines</li> </ul> </li> </ul> </div> </div> <div> <div class="standard-markdown grid-cols-1 grid gap-4 [&_>_*]:min-w-0"> <h3 class="text-text-100 mt-2 -mb-1 text-base font-bold">Degree Field Requirements</h3> <p class="font-claude-response-body break-words whitespace-normal leading-[1.7]">Candidates must hold degrees directly in architecture or design-related fields. Acceptable programs include:</p> <ul class="[li_&]:mb-0 [li_&]:mt-1.5 [li_&]:gap-1.5 [&:not(:last-child)_ul]:pb-1 [&:not(:last-child)_ol]:pb-1 list-disc flex flex-col gap-2 pl-8 mb-3"> <li class="whitespace-normal break-words pl-2">Architecture (M.Arch, D.Arch, PhD)</li> <li class="whitespace-normal break-words pl-2">Urban Design/Urban Planning</li> <li class="whitespace-normal break-words pl-2">Landscape Architecture</li> <li class="whitespace-normal break-words pl-2">Architectural Engineering</li> <li class="whitespace-normal break-words pl-2">Building Science/Building Technology</li> <li class="whitespace-normal break-words pl-2">Architectural History & Theory</li> <li class="whitespace-normal break-words pl-2">Interior Architecture</li> <li class="whitespace-normal break-words pl-2">Sustainable Design/Environmental Design</li> </ul> </div> </div> <div> <div class="standard-markdown grid-cols-1 grid gap-4 [&_>_*]:min-w-0"> <h3 class="text-text-100 mt-2 -mb-1 text-base font-bold">Professional Requirements</h3> <ul class="[li_&]:mb-0 [li_&]:mt-1.5 [li_&]:gap-1.5 [&:not(:last-child)_ul]:pb-1 [&:not(:last-child)_ol]:pb-1 list-disc flex flex-col gap-2 pl-8 mb-3"> <li class="whitespace-normal break-words pl-2"><strong>Professional licensure strongly preferred</strong><span class="Apple-converted-space"> </span>(AIA, RIBA, or equivalent)</li> <li class="whitespace-normal break-words pl-2">Demonstrated expertise in architectural design and building systems</li> <li class="whitespace-normal break-words pl-2">Strong understanding of building codes, regulations, and standards</li> </ul> </div> </div> <div> <div class="standard-markdown grid-cols-1 grid gap-4 [&_>_*]:min-w-0"> <h2 class="text-text-100 mt-3 -mb-1 text-[1.125rem] font-bold">Responsibilities</h2> </div> </div> <div> <div class="standard-markdown grid-cols-1 grid gap-4 [&_>_*]:min-w-0"> <ul class="[li_&]:mb-0 [li_&]:mt-1.5 [li_&]:gap-1.5 [&:not(:last-child)_ul]:pb-1 [&:not(:last-child)_ol]:pb-1 list-disc flex flex-col gap-2 pl-8 mb-3"> <li class="whitespace-normal break-words pl-2">Review and evaluate architectural designs for technical accuracy and design quality</li> <li class="whitespace-normal break-words pl-2">Assess AI-generated floor plans, elevations, sections, and construction documents</li> <li class="whitespace-normal break-words pl-2">Annotate design decisions, spatial relationships, and technical specifications</li> <li class="whitespace-normal break-words pl-2">Validate building code compliance and construction feasibility</li> <li class="whitespace-normal break-words pl-2">Identify errors in architectural drawings, details, and specifications</li> <li class="whitespace-normal break-words pl-2">Provide detailed feedback on design aesthetics, functionality, and sustainability</li> <li class="whitespace-normal break-words pl-2">Evaluate structural, mechanical, and environmental systems integration</li> <li class="whitespace-normal break-words pl-2">Review architectural language and technical terminology for accuracy</li> </ul> </div> </div> <div> <div class="standard-markdown grid-cols-1 grid gap-4 [&_>_*]:min-w-0"> <h2 class="text-text-100 mt-3 -mb-1 text-[1.125rem] font-bold">Qualifications</h2> </div> </div> <div> <div class="standard-markdown grid-cols-1 grid gap-4 [&_>_*]:min-w-0"> <ul class="[li_&]:mb-0 [li_&]:mt-1.5 [li_&]:gap-1.5 [&:not(:last-child)_ul]:pb-1 [&:not(:last-child)_ol]:pb-1 list-disc flex flex-col gap-2 pl-8 mb-3"> <li class="whitespace-normal break-words pl-2">Deep understanding of architectural design principles and building systems</li> <li class="whitespace-normal break-words pl-2">Proficiency in reading and creating architectural drawings and specifications</li> <li class="whitespace-normal break-words pl-2">Strong knowledge of building codes (IBC, local codes) and accessibility standards</li> <li class="whitespace-normal break-words pl-2">Experience with sustainable design and environmental performance</li> <li class="whitespace-normal break-words pl-2">Excellent spatial reasoning and visualization skills</li> <li class="whitespace-normal break-words pl-2">Familiarity with architectural software and design tools</li> <li class="whitespace-normal break-words pl-2">Understanding of construction methods, materials, and detailing</li> <li class="whitespace-normal break-words pl-2">Ability to critique design quality and technical execution</li> <li class="whitespace-normal break-words pl-2">Ability to work independently and meet deadlines</li> </ul> </div> </div> <div> <div class="standard-markdown grid-cols-1 grid gap-4 [&_>_*]:min-w-0"> <h2 class="text-text-100 mt-3 -mb-1 text-[1.125rem] font-bold">Work Details</h2> </div> </div> <div> <div class="standard-markdown grid-cols-1 grid gap-4 [&_>_*]:min-w-0"> <ul class="[li_&]:mb-0 [li_&]:mt-1.5 [li_&]:gap-1.5 [&:not(:last-child)_ul]:pb-1 [&:not(:last-child)_ol]:pb-1 list-disc flex flex-col gap-2 pl-8 mb-3"> <li class="whitespace-normal break-words pl-2"><strong>Flexible, project-based work</strong><span class="Apple-converted-space"> </span>- work on your own schedule</li> <li class="whitespace-normal break-words pl-2">Remote position - work from anywhere</li> <li class="whitespace-normal break-words pl-2">Variable hours based on project availability and your capacity</li> <li class="whitespace-normal break-words pl-2">Ongoing training and calibration provided</li> <li class="whitespace-normal break-words pl-2">Quality-focused environment with performance feedback</li> </ul> </div> </div> <div> <div class="standard-markdown grid-cols-1 grid gap-4 [&_>_*]:min-w-0"> <h2 class="text-text-100 mt-3 -mb-1 text-[1.125rem] font-bold">Ideal Candidate Profile</h2> </div> </div> <div> <div class="standard-markdown grid-cols-1 grid gap-4 [&_>_*]:min-w-0"> <ul class="[li_&]:mb-0 [li_&]:mt-1.5 [li_&]:gap-1.5 [&:not(:last-child)_ul]:pb-1 [&:not(:last-child)_ol]:pb-1 list-disc flex flex-col gap-2 pl-8 mb-3"> <li class="whitespace-normal break-words pl-2">Licensed architects, academic researchers, or recent architecture graduates</li> <li class="whitespace-normal break-words pl-2">Strong portfolio demonstrating design and technical expertise</li> <li class="whitespace-normal break-words pl-2">Experience in architectural practice, research, or teaching</li> <li class="whitespace-normal break-words pl-2">Published work or demonstrated excellence in architectural design</li> <li class="whitespace-normal break-words pl-2">Passion for advancing AI capabilities in architecture and design</li> </ul> </div> </div> <div> <div class="standard-markdown grid-cols-1 grid gap-4 [&_>_*]:min-w-0"> <h2 class="text-text-100 mt-3 -mb-1 text-[1.125rem] font-bold">How to Apply</h2> </div> </div> <div> <div class="standard-markdown grid-cols-1 grid gap-4 [&_>_*]:min-w-0"> <p class="font-claude-response-body break-words whitespace-normal leading-[1.7]">Interested candidates should be prepared to:</p> <ol class="[li_&]:mb-0 [li_&]:mt-1.5 [li_&]:gap-1.5 [&:not(:last-child)_ul]:pb-1 [&:not(:last-child)_ol]:pb-1 list-decimal flex flex-col gap-2 pl-8 mb-3"> <li class="whitespace-normal break-words pl-2">Submit CV/resume highlighting architectural qualifications</li> <li class="whitespace-normal break-words pl-2">Provide proof of advanced degree(s) and professional licensure (if applicable)</li> <li class="whitespace-normal break-words pl-2">Submit portfolio samples (optional but preferred)</li> <li class="whitespace-normal break-words pl-2">Complete a brief design evaluation assessment</li> <li class="whitespace-normal break-words pl-2">Participate in a qualification review</li> </ol> </div> </div> </div>

Key Skills

Architectural Floor PlansAttention to DetailVisual-Spatial ReasoningCommunication SkillsSelf-MotivatedProblem-SolvingBuilding CodesAccessibility StandardsCAD SoftwareData AnnotationMachine LearningComputer VisionMEP SystemsSpatial Data AnalysisPattern RecognitionQuality Control