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Aced Talent Network

Official site

Related names: Exponent

Expert network for AI benchmarks, programming tasks, training examples and evaluation rubrics.

AI evaluationDomain expertiseCoding & technical+1 more
Pay
Category examples: training data $50–$120/hour; benchmarks/evaluations $60–$150/hour; model-in-the-loop data $80–$200/hour. Currency unspecified; rates vary.
Where & terms
Deep domain expertise required; prior AI experience unnecessary. Training in tools, data formats and rubric writing is provided before the first project.
Joining
Free application, then an approximately 45-minute work sample paid whether you pass or fail. Terms: at least 18 or locally emancipated.
Official sources only

Acolad AI Data Services

Official site

Related names: Acolad

Acolad’s freelance talent pool for AI data collection, annotation, language work and content validation, with contributors contacted for matching projects.

AI evaluationData annotationData collection+1 more
Pay
Rates and workload vary by project and client.
Where & terms
Freelance projects with flexible scheduling; timing and workload depend on the project.
More where & terms

Data rights: Linked consent assigns collected data to the customer for uses including AI training and testing; review project consent before participating.

Joining
English PDF résumé, language and skills profile, then a freelance talent pool. Acolad contacts contributors for matching projects.
2 worker sources2 undated worker sources

Alignerr

Official site

Related names: Labelbox

A platform powered by Labelbox for domain experts to code, write and evaluate AI responses.

AI evaluationDomain expertiseCoding & technical+1 more
Pay
Selected language/audio roles: $10–$35/hour. US English writing review: $30–$40/hour; other writing/evaluation examples: $40–$120/hour. Currency unspecified; role and location conditions differ.
Where & terms
Users must be at least 18.
Joining
All applicants must verify their identity.
3 worker sources3 undated worker sources

Atlas Capture

Official site

Related names: Atlas Capture LLC

Recording everyday activities, labelling text and reviewing AI responses through an iPhone app or browser-based projects.

AI evaluationData collectionData annotation
Pay
Per approved task; annotation listing also advertises up to US$10/hour without defining the hour basis. Rates vary by region.
Where & terms
Project/location-dependent; check app or assignment availability.
More where & terms

Data rights: Other people’s consent required; research footage may be retained indefinitely, subject to deletion rights. Policy permits specified disclosures.

Joining
Video: iPhone 11+ and in-app headstrap order; confirm cost. Annotation/review: browser; English required for listed annotation role.
1 worker sourceNewest dated source:

Braintrust AI Training

Official site

Related names: Braintrust

AI training network for expert feedback, annotation, writing, coding and model evaluation.

AI evaluationDomain expertiseCoding & technical+2 more
Pay
Advertised examples: data labelling $20–45/hour, RLHF rating $25–60/hour, expert evaluation $60–150/hour, code work $75–200/hour. Currency unspecified.
Where & terms
Not recorded
Joining
Complete a profile and AI skills interview, then browse available tasks matched to your expertise.
Official sources onlyNewest dated source:

Chegg AI Consultants

Official site

Related names: Chegg · Chegg India

Chegg's AI consultants create training tasks, annotate solutions and evaluate model outputs across specialist subjects.

AI evaluationDomain expertiseCoding & technical+1 more
Pay
Hourly, task-based or project-based rates set per assignment; work must be approved.
Where & terms
AI consultant hub for work from home in India; remote, non-exclusive independent services.
Joining
Vetting and background checks; government photo ID, tax and payment details required.
Official sources onlyNewest dated source:

Clickworker

Official site

Related names: LXT

Small online tasks including data collection, categorization, writing, surveys and search-result review.

AI evaluationData collectionData annotation+2 more
Pay
Paid per task, from cent amounts to two-digit euro sums; no fixed hourly rate.
Where & terms
Country registration can close when there are enough workers or little expected work.
Joining
UHRS: at least 80% on the assessment; no retake. Published help last updated June 2022. Other Clickworker projects can differ.
2 worker sources · 2 independent sourcesNewest dated source: 2 undated worker sources

CloudResearch Connect

Official site

Related names: Connect

Paid research participant platform that also supports AI annotation and evaluation tasks.

AI evaluationResearch & studiesData annotation
Pay
Study minimum $7.50/hour; encouraged baseline $10/hour, based on estimated completion time. Currency unspecified; failed attention checks can be unpaid.
Where & terms
Named study markets: US, Canada, New Zealand, Australia, Ireland and UK. Researchers can restrict by country and demographics; account approval is separate.
Joining
Government ID via Verisoul and a verification survey precede approval; review can take up to 30 days.
More joining

Screening: Signup non-approval is final. Reapplying with another email does not unlock studies; duplicate accounts are removed.

2 worker sources · 1 independent sourceNewest dated source: 2 undated worker sources

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