What this work can involve
Job descriptions under this facet cover tasks used to create and review data for machine-learning systems. Expect to see roles that describe annotating images and video, transcribing or translating audio, rating model outputs, evaluating search results, or applying subject-matter judgment to content.
Specific responsibilities, tools, and subject areas vary by posting. Read each live job to understand the exact task list and any language or domain requirements.
- Annotating visual or audio content to generate labeled examples.
- Transcribing or translating speech and text for training datasets.
- Rating or scoring model-generated responses for relevance and correctness.
- Evaluating outputs that require domain knowledge, such as technical or industry-specific content.
Transferable skills to look for in postings
Postings may list skills and attributes that help candidates understand fit. Common items include careful attention to detail, clear written communication, consistency in following guidelines, and fluency in required languages.
Use the live posting to confirm which skills the client requires and how they expect those skills to apply to the specific task.
- Attention to detail and consistent application of instructions.
- Clear written communication for documenting work or following guidelines.
- Language proficiency in Arabic, English, or other languages specified by the posting.
- Subject-matter familiarity when a role requires domain-specific judgment.
What to confirm in each posting and OpenTrain's role
Every live posting controls eligibility rules, hours, pay, qualifications, and any client-specific participation requirements. Confirm that the posting explicitly accepts applicants located in the United Arab Emirates and review the listed details before applying.
OpenTrain is the hiring organization for the public roles represented on this facet page and may place or refer successful candidates to the client whose project they will support. Candidates apply through OpenTrain.
- Verify the posting explicitly accepts applicants located in the United Arab Emirates.
- Confirm required languages, task descriptions, and any subject-matter expectations listed by the client.
- Check the posting for information about hours, schedule, and pay.
Frequently asked questions
- Who can apply to roles listed under United Arab Emirates?
- This facet lists remote roles that explicitly accept applicants located in the United Arab Emirates. Eligibility and other requirements are set by each live posting; candidates apply through OpenTrain.
- Are these positions remote for applicants in the United Arab Emirates?
- The facet filters listings that describe a remote arrangement and that accept applicants located in the United Arab Emirates. Individual postings determine the working arrangement and any additional location or participation rules, so review each listing for those specifics.
- What should I check in a live job posting before applying?
- Confirm that the posting explicitly accepts applicants located in the United Arab Emirates, and review required languages, the task description, eligibility rules, hours, and pay as listed. Each live posting is the authoritative source for role-specific details.
- How does hiring through OpenTrain work for these roles?
- OpenTrain is the hiring organization for the public roles shown on this facet page, and candidates apply through OpenTrain. OpenTrain may place or refer successful candidates to the client whose project they will support; consult the individual posting for additional role details.