Sourcing & registration
Targeted recruitment by dialect, demographics, and localization profile.
MASNOOD
Contributor Network
Join a trusted network building high-quality Arabic AI data.
Native Speakers
Transcribers
Annotators
Linguistic Reviewers
Model Evaluators
Contributor onboarding flow
Screening & testing
A 1-minute audio sample or 2-minute transcription test to verify linguistic and technical accuracy.
Digital onboarding
Freelance agreement with data protection, privacy, and post-project file deletion clauses.
Task assignment
Project guidelines and technical requirements delivered via secure channels.
Quality control
Initial batches are audited immediately with early course corrections.
Payout
Compensation processed securely against approved deliverables within the agreed payment cycle.
Who can join
Arabic speakers, linguists, data specialists, students, and professionals with attention to detail.
Recording guidelines
Quiet room free from echo and appliance noise; external mic or modern smartphone; 10–15 cm from mouth; speak naturally in the assigned dialect without script changes.
Transcription guidelines
Verbatim transcription with standardized colloquial spelling; use tags [noise], [laughter], [overlap]; speaker turns, timestamps, and dialect notes.
Data security rules
Never upload project files to public AI engines or free transcription sites; delete all files immediately after project completion confirmation.
Apply to join
Complete the form below. Qualified applicants are invited to the qualification test.
Direct contact
hello@masnood.net+966578371351Office
Al-Barq St., Al-Rawabi Dist.
Riyadh, Saudi Arabia
Legal entity
Yourmart
We respond within 12–24 hours.
LinkedIn · masnood-aiMASNOOD is the Arabic AI data brand operated by Yourmart. Contracts, invoices, and legal agreements are issued by Yourmart.