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Ara Zeta Project - AI Safety Evaluator - Malay (Singapore)

Role overview

Qualifications

  • Fluency in the target language and English
  • Deep cultural understanding of the target locale
  • Strong written English skills for documentation and rationales
  • Prior experience in safety evaluation, policy review, content moderation, or rubric-based assessment preferred

Responsibilities

  • Evaluate AI-generated responses using a structured safety rubric
  • Complete two independent evaluations per item
  • Provide concise, well-structured rationales in English
  • Participate in calibration sessions

Key facts

  • Remote from: Singapore
  • Full time
  • 54 - 54K yearly
  • English

Other skills

  • Analytical Skills
  • Detail Oriented
  • Reliability
  • Physical Flexibility

About the company

Welo Global logo

Welo Global

Welo Global is a leader in multilingual AI, technology, and content solutions serving over 2,000 clients in 300 languages. The company combines globally scaled multilingual infrastructure, including a network of over 500,000 linguists and domain experts, with advanced NLP, computational linguistics, and best-in-class compliance backed by seven ISO certifications. Welo Global’s five brands—Welocalize (multilingual content and localization solutions for localization and technology teams), Adapt (multilingual performance-led digital marketing agency), Park IP (patent translation, foreign filing, and legal solutions for law firms and corporate legal teams), Welo Life Sciences (multilingual content solutions for drug and medical device development for pharmaceutical, clinical contract research, and medical device organizations), and Welo Data (multilingual data generation, evaluation, and human data infrastructure for AI systems)—serve distinct customer segments with purpose-built expertise, fit-for-purpose solutions, and supporting technology. weloglobal.com

Company details

Company size1001 - 5000

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Job description

About Welo Data

Welo Data, a Welo Global brand, is the multilingual data and evaluation partner for foundation labs and enterprises deploying GenAI systems globally. They deliver the human judgment, data infrastructure, and evaluation systems that ensure AI models perform reliably across languages, cultures, and real-world contexts, at every stage from training through deployment.  Its global network of 500,000+ vetted experts spans 300+ languages and locales, enabling high-quality multilingual data creation and structured model evaluation across the full spectrum of modern AI applications — from large language models and voice and speech systems to agentic workflows and robotics and embodied AI. This breadth of linguistic, cultural, and domain expertise enables Welo Data to address critical AI development challenges, including safety, bias, inclusivity, and cross-lingual reliability. A unified global operating model, led by specialized program and quality experts and grounded in assessment-driven talent selection, localized rubrics, and continuous calibration, ensures consistent performance across languages, domains, and modalities. Underpinning all of this is NIMO™ (Network Identity Management and Operations), Welo Data's proprietary identity and fraud-prevention framework. Built to maintain data integrity and workforce trust across a global contributor base, NIMO combines advanced verification, continuous monitoring, and structured QA to ensure every dataset is accurate, traceable, and culturally grounded. welodata.ai   


Project Overview
We are seeking experienced bilingual evaluators to support a multilingual AI safety project focused on evaluating model responses across culturally specific prompt-image datasets.
 
This project involves applying a structured safety rubric to assess AI-generated responses for appropriateness, safety, and reliability within the target locale’s cultural context.
 
Each language stream will process approximately 1,000 prompt-image pairs. Every item will receive two independent evaluations, with arbitration applied in cases of disagreement. Evaluations will primarily be documented in English, with a defined in-language sample.
 
Project Details
Location: Remote – Singapore
Team: Welo Data – AI Services
Engagement Type: Freelance – Remote
Start Date: As soon as possible
Duration: 2-3 weeks
Weekly Commitment: 20–40 hours per week
Schedule Options:
• 4 hours per day, Monday–Friday
OR
• 2 hours per day, Monday–Friday + 10 weekend hours
Hourly rate: 28 USD
 
Responsibilities
- Evaluate AI-generated responses using a structured safety rubric
- Complete two independent evaluations per item
- Provide concise, well-structured rationales in English
- Participate in calibration sessions
- Support arbitration when evaluation discrepancies occur
- Maintain quality and throughput targets during the evaluation window
 
Qualifications
- Fluency in the target language and English
- Deep cultural understanding of the target locale
- Strong written English skills for documentation and rationales
- Prior experience in safety evaluation, policy review, content moderation, or rubric-based assessment preferred
- Ability to apply detailed guidelines consistently
- Strong analytical skills and attention to nuance
- Reliable availability during the production window
- Priority may be given to contributors who previously worked on prompt-image or similar evaluation projects to reduce onboarding time and maintain continuity.
 
Disclaimer: This role involves working with explicit and sensitive content.  Applicants should be comfortable working with adult material in a professional capacity. Please apply only if you fully understand and are prepared for the nature of this role.
Why Join Welo Data?  
✨ Limitless Flexibility  
Project-based opportunities that fit your availability. Choose when and how much you want to contribute—fully remote, with complete autonomy.   
🌱 Limitless Growth  
Optional access to AI and Large Language Model workshops designed specifically for professionals like you. No coding required—just your expertise.   
🌍 Limitless Support  
Be part of a global contributor community with responsive guidance and support.   
💡 Real Impact  
Apply your expertise in the Legal field to influence the AI systems shaping the future of your industry—while collaborating with data professionals and expanding your skills.  
 
How to Apply? 
Apply now by answering a few quick questions to join our database and become part of our growing community. 
 
About Welo Data 
Welo Data, part of Welocalize, is a global AI data company with 500,000+ contributors delivering high-quality, ethical data to train the world’s most advanced AI systems. We’re building smarter, more human AI with a diverse community in 100+ countries.  
At Welo Data, Limitless AI. Limitless You. isn’t just a slogan—it’s our promise. We build smarter AI through the power of human contribution, offering limitless opportunities for our global community to grow, contribute, and work on their terms. 

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Marcus Rivera

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