What this work can involve
Work in this area supports the development and evaluation of machine learning systems. Tasks vary by project and can require careful, repeatable judgements about data or content. Typical activities draw on attention to detail, familiarity with the task language, and sometimes subject-matter knowledge; the exact responsibilities and required skills are listed on each posting.
- Annotating images, video, or text with labels, bounding boxes, or metadata to teach models to recognize objects and structure.
- Transcribing or recording audio, translating text, writing or rating model responses, and evaluating search results or recommendations.
- Reviewing code snippets or applying subject-matter expertise to label complex examples; postings will state any domain or language requirements.
How hiring works through OpenTrain
All applications for these roles are submitted through OpenTrain. OpenTrain is the hiring organization for the roles shown, and may place or refer successful candidates to the client whose project they will support. Individual postings determine who is eligible and outline the role’s qualifications, schedule, and pay.
- You apply through OpenTrain; follow the instructions on the individual posting for that role.
- OpenTrain hires and may refer or place successful candidates with a client project.
- Check each posting for location rules, required languages, qualifications, hours, and any other conditions.
Frequently asked questions
- What can this work involve?
- What the work involves depends on the project but generally centers on preparing, correcting, or judging data for machine learning. Examples include labeling images and video, transcribing or translating audio and text, rating model-generated answers, evaluating search relevance, and applying subject expertise to annotate complicated items. Projects will state the specific tasks, quality standards, and any language or domain knowledge needed, review the live posting to see what a particular role requires.
- Where can I find role-specific details?
- The individual live posting is the only source of truth for eligibility, qualifications, hours, pay, schedule, client rules, and any documentation or language requirements. Before applying, inspect that posting for the full role description, required skills, location restriction (applicants located in Malaysia), and any steps the listing specifies. Do not assume details from other listings; each project sets its own rules.
- How does hiring work through OpenTrain?
- Hiring for these roles is handled through OpenTrain: candidates apply through OpenTrain, which is the hiring organization and may place or refer successful candidates to the client supported by the project. The application and selection process, required qualifications, and any assessments are specified on each individual posting, so consult the listing you intend to apply to for exact instructions and conditions.
