Specialist assignments
Work matched to demonstrated skills—not an open bidding marketplace.
ScaleWorkAgencyFor freelance specialists
Put your expertise to work training better AI.
Join a selective network for paid evaluation, annotation and expert-content assignments—managed with clear instructions, support and quality standards.
Assignments are not guaranteed and depend on project demand and qualification.
Flexible projects
Availability and expected workload are explained before you accept.
Clear payment terms
Rates, measurement and payment timing are provided per assignment.
Managed support
Guidance, calibration, feedback and a route for questions.
Types of work
Assignments for different forms of expertise.
Available categories change with client demand. You will only be invited to work that matches your profile and assessment results.
Coding & technical
Evaluate code, debug solutions, write tests and review technical responses.
Language & writing
Assess fluency, relevance, tone, translation and instruction following.
Evaluation & annotation
Rank outputs, apply structured labels and document clear judgments.
Safety & user context
Test edge cases, policy behaviour and responses in realistic settings.
Selection process
Qualified first. Matched second.
ScaleWorkAgency is a managed contributor network. The process protects clients, contributors and the quality of the work.
- 01Submit your profile
- 02Complete relevant assessments
- 03Pass project-specific calibration
- 04Review and accept assignment terms
- 05Begin monitored production
Before you apply
What good contributors bring.
Accurate, honest profile information Strong written communication Reliable equipment and connectivity A private, secure working environment Ability to follow detailed instructions Respect for confidentiality and data rules Availability for calibration and feedback Consistent, independently produced work
Ready to be considered?
Tell us where your expertise is strongest.
Your application enters a vetting workflow. It is not a promise of immediate work.
Start your applicationQuestions, answered
What to know before applying.
If your question is project-specific, include it in your consultation request and we’ll address it directly.
Does applying guarantee paid work?
No. Assignments depend on client demand, skill fit, location or language requirements, assessment results and successful project onboarding.
What equipment do I need?
You generally need a reliable computer, stable internet connection, a secure and private working environment and the software specified for an assignment.
How are contributors selected?
Selection may include profile review, identity checks, practical skill assessments, language checks, project-specific calibration and agreement to the relevant terms.
How does payment work?
Payment terms, basis and timing are disclosed for each assignment before you accept it. Never begin work without written assignment terms.
Is this employment?
Opportunities are generally structured as independent freelance assignments. The exact relationship and applicable terms are provided before onboarding and may vary by location.