Malayalam Language Specialist — AI Content Reviewer

About OpenTrain

OpenTrain is the #1 platform for finding and building careers in AI training and data labeling. We connect skilled contributors with high-impact tasks that teach AI systems how to understand and produce human language, and we act as the hiring and contracting organization for this role.

Why AI training work matters

AI training (data labeling/annotation) is the human side of building intelligent systems: people create, review, and rate examples that shape how models respond. This work is often remote and flexible, accessible without traditional tech backgrounds, and gives you direct influence on how state-of-the-art models behave—especially in underrepresented languages like Malayalam.

The role at a glance

You will evaluate and improve AI-generated Malayalam content across general knowledge, customer support, education, and conversational writing. Tasks include producing gold-standard reference answers, rewriting model outputs for fluency and cultural appropriateness, fact-checking claims when needed, and comparing multiple AI responses for correctness and safety.

• Pay: USD 20 per hour.
• Time: 20+ hours per week.
• Employment: Contractor, part-time.
• Eligible locations: United Arab Emirates (AE), Saudi Arabia (SA), Qatar (QA), India (IN).
• Work type: Remote, text-based annotation and evaluation (RLHF, evaluation rating, text generation).

What you'll do day-to-day

Your core responsibilities involve fine-grained quality control of Malayalam text produced by AI, writing model answers, and documenting evaluation decisions. You will follow rubrics to grade outputs and produce clear written feedback that helps improve model behavior.

• Review and improve AI-generated Malayalam for accuracy, fluency, grammar, spelling, tone, and cultural fit.
• Identify meaning shifts, mistranslations, ambiguity, logical inconsistencies, and prompt non-adherence.
• Fact-check claims when needed and flag unsafe, misleading, biased, or policy-risk language.
• Write high-quality Malayalam rewrites and gold-standard model answers that demonstrate best practices.
• Create prompts and reference answers across multiple content domains.
• Compare and rank multiple AI responses on correctness, structure, safety, tone, and overall quality.

Requirements

We need contributors who can reliably judge subtle language issues and produce polished Malayalam text. Preserve these requirements exactly when applying.

• Native or near-native Malayalam reading and writing ability (required).
• Strong professional English writing for clear, detailed feedback (required).
• Background in linguistics, Malayalam or English literature, communications, journalism, translation, or equivalent professional experience.
• Deep understanding of Malayalam grammar, spelling, punctuation, style, register, and dialect variation.
• Ability to distinguish natural Malayalam from literal or awkward translations and evaluate meaning preservation.
• Comfort fact-checking claims and rewriting unsafe or misleading content.
• Prior AI training, translation QA, or rubric-based evaluation experience is strongly preferred.

Helpful background and strengths

Successful contributors are detail-oriented, enjoy explaining decisions in writing, and can adapt language for different audiences and regional variations. Experience producing clear, structured rationale for quality judgments will be an advantage.

• Experience adapting writing for different audiences and regional Malayalam variations.
• Comfort producing structured written explanations for quality decisions and evaluations.

How this work is organized

Tasks are text-based and performed through OpenTrain's project workflows. You will follow provided rubrics and examples to ensure consistency. Work is remote and scheduled flexibly, but the role expects a commitment of 20+ hours per week.

• Labeling types: RLHF, evaluation rating, text generation.
• Data type: Text.
• You will submit written evaluations, rewrites, and gold-standard answers as deliverables.

How to apply

If you meet the requirements, apply through OpenTrain to create your contributor profile and submit samples demonstrating Malayalam writing and editing. Applications should show your Malayalam and English proficiency and any relevant evaluation or QA experience.

• Prepare examples of Malayalam rewrites, translation reviews, or editorial work.
• Be ready to complete a short evaluation or qualification task that demonstrates your judging and rewrite skills.