The Work
You will evaluate and improve Punjabi-language material used to train AI systems. The work combines prompt writing, answer creation, response rating, language review, fact-checking, and careful written feedback.
You will work across general knowledge, customer support, education, and conversational writing. Strong judgment is needed to assess meaning, cultural context, instructions, reasoning, and the reliability of model responses.
- Create prompts and high-quality Punjabi reference answers.
- Review AI-generated content for accuracy, fluency, grammar, spelling, tone, cultural fit, and instruction-following.
- Compare and rank responses for correctness and overall quality.
- Identify mistranslations, ambiguity, register mismatches, and logical consistency issues.
- Fact-check claims and write polished rewrites or model answers.
- Detect unsafe or misleading content, factual hallucinations, bias, and policy-risk language.
- Assess how reliably responses perform across different use cases.
What It Pays and Takes
This is a remote, part-time contractor role for someone who can work independently and deliver consistent quality across time zones.
- Pay: $15 per hour.
- Time: 20 or more hours per week.
- Location: Open to candidates in Canada, India, and Pakistan.
- Education: Bachelor's degree or higher in Mathematics.
- Language: Fluent Punjabi reading and writing, with strong grammar, spelling, punctuation, and style.
- English: Professional proficiency at C1 level or higher for following guidelines and writing detailed feedback.
- Experience: At least three years in writing, editing, localization, translation, content quality, journalism, education, or a related language-focused field.
- Language skills: Ability to assess formal and informal registers, dialect variation, audience fit, cultural appropriateness, and subtle shifts in meaning.
- Scripts: The work may require reading and writing Gurmukhi and/or Shahmukhi.
- Preferred: Experience with AI data training or annotation, translation quality review, editorial quality review, or rubric-based evaluation.
How It Works
Apply on OpenTrain with your resume, then complete the application on the hiring site. OpenTrain is a platform where people find AI training and data-labeling projects, build a profile, and apply to opportunities.
About AI Training Work
AI training is the human work behind modern AI systems, including writing examples, reviewing model answers, rating responses, and checking language and reasoning. People with strong subject or language expertise help make these systems more accurate, useful, and safe.