Cantonese Language Evaluator
micro1 is hiring a Cantonese Language Evaluator for a remote role. It pays $30-$40/hr and Level rates it ; you can apply on Level.
Level's read on this job
- On Level's scale, this role is Little AI ●○○○: aI is not part of the work.
- The posting lists this role as remote.
- Tools and skills the posting cites include AI data labeling and NLP.
- Level lists 119 other open roles at micro1.
AI in this role
Role Title: Cantonese Language Evaluator
Role Type: Contractor
Location: Remote
micro1 is engaging Cantonese Language Evaluators to contribute to a language-focused project supporting a valued customer. In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters. As a native Cantonese speaker, you will participate in internal evaluation tasks using micro1's proprietary system, directly impacting the quality and accuracy of language technologies.
Scope of Work
- Assess Cantonese text and speech data for linguistic accuracy, fluency, and contextual appropriateness using internal tools.
- Provide detailed feedback on model outputs to identify errors, ambiguities, and improvement opportunities.
- Participate in data annotation, labeling, and categorization assignments tailored to natural language processing development.
- Collaborate with project leads to refine tasks, clarify evaluation criteria, and escalate complex language cases as needed.
- Follow established project guidelines and maintain consistency and quality across all deliverables.
- Document insights and recommendations to support continuous improvement of evaluation processes and system outputs.
- Support ad hoc linguistic quality reviews based on evolving project needs and priorities.
Preferred Qualifications
- Native proficiency in Cantonese, with strong command of written and spoken forms.
- Demonstrated experience in language evaluation, translation, linguistic annotation, or related language technology projects.
- Exceptional written and verbal communication skills, with keen attention to detail.
- Familiarity with content moderation, transcription, or quality assessment tasks is advantageous.
- Analytical mindset and ability to apply consistent evaluation criteria to diverse language samples.
- Comfort using online platforms and digital evaluation tools for data review and submission.
- Ability to work independently, manage multiple assignments, and meet project deliverables efficiently.
How we rate this
Cantonese Language Evaluator at micro1 rates 10 out of 100 for how much of the daily work is AI. That makes it Little AI (AI Level 1 of 4). The level is about AI in the job, not seniority.
Little AI. AI is not part of the work.
- ●●●● Builds AI80 to 100
- ●●●○ Works on AI60 to 79
- ●●○○ Uses AI40 to 59
- ●○○○ Little AI0 to 39
Levels come from how often the tools, models and workflows of the role are named in the posting itself. Open the description and count.
Prepare for this job
Built from this posting and from similar jobs on Level.
Skills and AI tools this role asks for
Questions you could be asked
- How do you keep labeling instructions consistent across a large annotation team?
- What NLP problem have you worked on, and how did you measure whether it actually worked?
Adapt your resume
- List these exact terms on your resume: AI Data Labeling and NLP. An applicant tracking system matches the wording, not the idea.
- Attach one line of real, concrete experience to at least one of them. A tool named with nothing behind it rarely survives a human read.
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