Architecture Expert
About the role
The future of AI — whether in training or evaluation, classical ML or agentic workflows — starts with high-quality data.
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.
Our open-source product, Label Studio, has become the de facto standard 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.
Label Studio Enterprise 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.
About the Role
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.
Compensation
Up to $130 USD/hour based on qualifications and project complexity
Required Qualifications
Education
Master's degree required in architecture or related design field
PhD strongly preferred in:
Architecture
Urban Design
Architectural History & Theory
Building Science
Landscape Architecture
Or closely related design disciplines
Degree Field Requirements
Candidates must hold degrees directly in architecture or design-related fields. Acceptable programs include:
Architecture (M.Arch, D.Arch, PhD)
Urban Design/Urban Planning
Landscape Architecture
Architectural Engineering
Building Science/Building Technology
Architectural History & Theory
Interior Architecture
Sustainable Design/Environmental Design
Professional Requirements
Professional licensure strongly preferred (AIA, RIBA, or equivalent)
Demonstrated expertise in architectural design and building systems
Strong understanding of building codes, regulations, and standards
Responsibilities
Review and evaluate architectural designs for technical accuracy and design quality
Assess AI-generated floor plans, elevations, sections, and construction documents
Annotate design decisions, spatial relationships, and technical specifications
Validate building code compliance and construction feasibility
Identify errors in architectural drawings, details, and specifications
Provide detailed feedback on design aesthetics, functionality, and sustainability
Evaluate structural, mechanical, and environmental systems integration
Review architectural language and technical terminology for accuracy
Qualifications
Deep understanding of architectural design principles and building systems
Proficiency in reading and creating architectural drawings and specifications
Strong knowledge of building codes (IBC, local codes) and accessibility standards
Experience with sustainable design and environmental performance
Excellent spatial reasoning and visualization skills
Familiarity with architectural software and design tools
Understanding of construction methods, materials, and detailing
Ability to critique design quality and technical execution
Ability to work independently and meet deadlines
Work Details
Flexible, project-based work - work on your own schedule
Remote position - work from anywhere
Variable hours based on project availability and your capacity
Ongoing training and calibration provided
Quality-focused environment with performance feedback
Ideal Candidate Profile
Licensed architects, academic researchers, or recent architecture graduates
Strong portfolio demonstrating design and technical expertise
Experience in architectural practice, research, or teaching
Published work or demonstrated excellence in architectural design
Passion for advancing AI capabilities in architecture and design
How to Apply
Interested candidates should be prepared to:
Submit CV/resume highlighting architectural qualifications
Provide proof of advanced degree(s) and professional licensure (if applicable)
Submit portfolio samples (optional but preferred)
Complete a brief design evaluation assessment
Participate in a qualification review
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