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Evaluate AI model outputs, conduct audit-based reviews, identify patterns and failure modes, apply and improve evaluation guidelines, and document actionable findings. The role requires native-level Marathi, strong English, structured writing, GenAI safety knowledge, critical thinking, and comfort making judgment calls in ambiguous situations. Associates collaborate with leads and stakeholders, participate in calibrations, and help refine quality standards. This is a full-time, one-year, 100% onsite contract role in specified U.S. cities.

Evaluate AI model outputs, audit data and model behavior, identify edge cases and failure modes, apply and improve evaluation guidelines, communicate performance trends, participate in calibration discussions, and document actionable findings. The role requires native-level Tamil, strong English and writing skills, critical judgment, attention to detail, and familiarity with GenAI safety considerations. This is a full-time, one-year, 100% onsite contract position.

Join Welo Data’s Hungarian contributor network for flexible, remote AI data projects. Depending on project needs, contributors may annotate text, images, or audio; evaluate search results, advertisements, or chatbot responses; create and test prompts for large language models; and assess cultural and linguistic accuracy. Projects vary from several days to weeks, with scope, timelines, and compensation provided before participation.

Evaluate pre-release AI outputs in Marathi for accuracy, naturalness, and cultural appropriateness. Test Marathi product experiences on iOS and Android devices, identify localization and display defects, document reproducible issues in English, and verify fixes. The role is fully on-site in a secure environment and may support additional linguistic projects.

Evaluate pre-release AI output in Tagalog for accuracy, naturalness, and cultural appropriateness. Test localized user journeys across iOS and Android devices, identify functional, display, and localization defects, document reproducible issues, and retest fixes. The role is fully on-site in a secure office environment and requires native-level Tagalog, strong attention to detail, and the ability to communicate findings in English.

Evaluate pre-release AI model outputs in Mandarin Chinese and test localized experiences on smartphones and smart glasses across iOS and Android. Identify language, usability, display, and functional issues; document reproducible defects with device, operating system, locale, and build details; then retest fixes. Work independently on-site in a secure environment while following detailed scripts and collaborating with linguists and testers.

Evaluate pre-release AI model output in Korean for accuracy, naturalness, appropriateness, and factual correctness. Test Korean product experiences against English across iOS and Android devices, identifying localization, rendering, usability, and feature-parity issues. Document reproducible defects with device, operating system, locale, build ID, and evidence, then retest fixes. Work independently onsite in a secure environment and support additional linguistic projects as needed.

Evaluate pre-release AI model responses in Swahili for accuracy, naturalness, cultural appropriateness, and factual consistency. Test localized product experiences across iOS and Android devices, checking feature parity, user journeys, text rendering, localization, mixed-language input, and display issues. Document reproducible defects with device, operating system, locale, build, and evidence, then retest fixes. Work independently on-site in a secure environment and support additional linguistic projects.

Evaluate pre-release AI model output in Urdu for accuracy, naturalness, cultural appropriateness, and factual correctness. Test Urdu product experiences against English across iOS and Android devices, including right-to-left text, non-Latin scripts, localization, and display behavior. Document reproducible defects with device, operating system, locale, build, and evidence, then retest fixes. Work independently on-site in a secure environment and support additional linguistic projects.

Evaluate pre-release AI model outputs in Traditional Chinese and test localized functionality on smartphones and smart glasses. Assess accuracy, naturalness, feature parity, rendering, localization, and usability across iOS and Android. Document reproducible defects with device, operating system, locale, build, and evidence, then retest fixes. Work independently on-site in a secure environment and support additional linguistic projects as needed.