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Crossing Hurdles • Thailand
Role & seniority: LLM – AI Quality Analyst (Personalization); short-term contract (2 months), immediate start; remote; 30–40 hours/week with 4-hour overlap with PST
Stack/tools: data annotation and AI quality evaluation; content moderation; creative prompt engineering; multi-turn prompt design; side-by-side (SxS) evaluation; extraction/verification of “Debug Info”; strict data hygiene; willingness to use a personal Google account with enabled data sources
Design multi-turn prompts (1–5 turns) using personal context; evaluate grounding, integration, and usefulness
Assess correct personal data usage; identify flawed inferences/hallucinations; review personalization realism and avoid over-narration
Conduct SxS comparisons; write clear, structured rationales referencing specific turns; extract/verify Debug Info; delete evaluation conversations to maintain data hygiene
Thai proficiency (reading/writing)
Experience in data annotation, AI quality evaluation, content moderation, or related roles
Strong analytical ability for nuanced AI outputs; attention to detail for SxS comparisons
Experience with creative prompt engineering and multi-turn conversations
Understanding of personalization concepts and AI response evaluation
Excellent written communication and feedback documentation
BS/BA or equivalent experience; self-motivated, able to work independently remotely
Reliable desktop/laptop and
Position: LLM – AI Quality Analyst (Personalization) – Thai
Type: Short-Term Contract
Location: Remote
Commitment: 30–40 hours/week, 4-hour overlap with PST
Engagement Length: 2 months
Start Date: Immediate
Role Responsibilities Design multi-turn conversational prompts (1–5 turns) using personal context Evaluate personalized AI responses for grounding, integration, and helpfulness Assess correct usage of personal data and identify flawed inferences or hallucinations Review integration quality to ensure personalization feels natural and not over-narrated Conduct side-by-side (SxS) evaluation and ranking of model responses Identify personalization errors, reasoning gaps, and grounding issues Write clear, structured rationales referencing specific conversation turns Extract and verify “Debug Info” to confirm correct data source utilization Maintain strict data hygiene by deleting evaluation conversations
Requirements Thai proficiency (reading and writing) Strong experience in data annotation, AI quality evaluation, content moderation, or related roles Strong analytical skills for evaluating nuanced and ambiguous AI outputs Experience with creative prompt engineering and multi-turn conversations Understanding of personalization concepts and AI response evaluation High attention to detail for SxS comparisons Excellent written communication and feedback documentation skills BS/BA degree or equivalent experience in a relevant field Willingness to use a primary personal Google account with enabled personal data sources Self-motivated and able to work independently in a remote setup Desktop/laptop with reliable internet connection
Application Process Fill out the application form Complete the ICF Complete the assessment