Annotation

Multilingual Intent And Response Annotator

Label user requests and AI responses so language systems can interpret intent more accurately. Remote work for native speakers who can complete onboarding and contribute 30–50 hours per month.

Australia · Brazil Available in 29 countries Australia Brazil Canada Denmark Finland France Germany Hong Kong India Indonesia Israel Italy Japan Malaysia Mexico Netherlands Poland Portugal Russia South Korea Spain Sweden Taiwan Thailand Turkey United Arab Emirates United Kingdom United States Vietnam

About This Project

Natural Language (NL) Annotators will analyze and annotate user utterances by converting them into structured representations of intent.

Why This Work Matters

These annotations enable AI systems to accurately understand and respond to user requests, ultimately improving the system’s performance and reliability.

Requirements

  • Must be a native speaker of target language (see list)
  • Commitment to complete the onboarding and training process required to participate in this project, noting that the resource pool is limited due to confidentiality requirements.
  • Availability to contribute 30–50 hours per month, ensuring tasks are completed within the expected timelines.
  • Consistent delivery of work that meets predefined quality standards, metrics, and turnaround times (TPT).
  • Ability to identify, analyze, and escalate anomalies, trends, or recurring issues within assigned tasks.
  • Proactive and clear communication with the Project Manager regarding progress, priorities, and potential risks.
  • Strict adherence to all project guidelines, specifications, and procedures across assigned tasks.
  • Access to a macOS system (e.g., MacBook, iMac, Mac mini, or equivalent)

Additional Qualifications

  • Academic background in Linguistics, Philology, Translation, or related field.
  • At least 1 year of experience working on annotation or data labeling projects.
  • Strong technical curiosity and experience working across different technical tools or environments.
  • Proven ability to identify, troubleshoot, and resolve issues of varying complexity.

Similar Projects

AI/ML Training Annotation

E-Commerce Search Relevance Annotator

Review search queries and e-commerce products and judge how well they match. Remote annotation project, available in French, Spanish and Swedish.

Belgium · Canada Available in 8 countries Belgium Canada Colombia Mexico Morocco Sweden Tunisia United States Flexible freelance contract, with a minimum commitment of 3 hours of production work per day.
Languages Judging

Audio Transcription Quality Reviewer

Review long-form audio transcriptions for accuracy, check speaker labels, timestamps and segmentation, and flag audio issues against project guidelines. Remote, hourly work for native speakers across 31 locales.

Australia · Brazil Available in 31 countries Australia Brazil Canada China Denmark Finland France Germany Hong Kong India Indonesia Israel Italy Japan Malaysia Mexico Netherlands Norway Poland Portugal Saudi Arabia South Korea Spain Sweden Taiwan Thailand Turkey United Arab Emirates United Kingdom United States Vietnam Flexible; weekly task releases
Fixed rate per hour Apply
Annotation

Multilingual Search Relevance Contributor

Evaluate how well retrieved content matches a user's search intent and assign relevance scores against project guidelines. Remote annotation work supporting multilingual search across several European languages.

Remote

Equal Opportunity At OneForma

OneForma welcomes experts from every background. Eligibility and selection are based on the requirements of each project, without discrimination based on race, ethnicity, gender, religion, disability, age, sexual orientation, cultural background, or any other characteristic protected by applicable law.