What this work can involve
Work labeled for applicants in Singapore can involve many types of human review and content preparation that help train AI systems. Tasks you may see in postings include labeling images or video, transcribing or annotating audio, writing or rating model responses, evaluating search results, translating text, reviewing code snippets for correctness, or applying specialized subject knowledge to verify outputs. Each posting will specify the exact task mix, required skills, and how results are submitted, so read job descriptions carefully before applying.
- Annotation and labeling: mark objects, segments, or attributes in images, video, or text to teach models how to recognize patterns.
- Content evaluation: rate model outputs, review translations, or assess relevance and quality to improve system behavior.
- Transcription and tagging: convert speech to text, add timestamps, or tag semantic elements for training datasets.
How hiring works through OpenTrain
OpenTrain manages hiring for roles that accept applicants located in Singapore; candidates apply through OpenTrain and may be placed or referred to the client whose project they will support. Each live posting lists the role-specific rules you must meet, including eligibility, required language skills, and any client conditions. Review the full posting for details before you apply so you understand the responsibilities and any constraints that apply to that particular opportunity.
- Apply through OpenTrain, OpenTrain is the hiring organization and the application route for these roles.
- Placement or referral: successful candidates may be placed with or referred to the client project.
- Check each posting for eligibility, hours, qualifications, and pay details specific to that role.
Frequently asked questions
- What can this work involve?
- Work for roles accepting applicants located in Singapore can cover a broad set of human-in-the-loop tasks used to train or evaluate AI. Common activities include labeling images and video, transcribing and tagging audio, rating text or model responses for quality and relevance, validating translations, and applying domain knowledge to judge correctness. The specific duties, tools, and output formats depend on the individual posting; always read that posting to know exactly what a role requires.
- Where can I find role-specific details?
- Role-specific details such as eligibility, required qualifications, hours, schedule, pay, and any client-specific conditions are listed in the individual live posting. Because each posting controls these terms, inspect the job description carefully to confirm whether you meet the listed requirements and to understand what the work will ask of you before applying.
- How does hiring work through OpenTrain?
- OpenTrain is the hiring organization for these roles and the place where you submit your application; OpenTrain may place or refer successful candidates to the client whose project they will support. The live posting for each role contains the eligibility criteria and any other conditions that determine selection. Apply through OpenTrain and use the job description to confirm you meet the role's requirements.
