MSR Project – German Culture Expert
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Job Description
German Culture Expert testing AI search failures for Welo Data’s language evaluation project. Creating queries, documenting issues, and defining criteria for accurate localized answers.
Responsibilities:
- Identify realistic search-related failures where an AI model provides inadequate responses
- Create and test search queries
- Document what went wrong
- Write instructions and evaluation criteria for correct answers
- Evaluate local relevance, source quality, outdated information, language mismatches, incomplete answers, and region-specific inapplicability
- Test multiple queries before finding failures
Requirements:
- Research skills — ability to find and verify information from multiple sources; comfort navigating different websites, databases, and documentation
- Critical thinking — Can spot contradictions between sources, identify outdated information, and recognize when something doesn't apply to a specific locale/context
- Attention to detail — Can catch nuances in language, local variations (prices, regulations, requirements), and edge cases
- Problem-solving mindset — Comfortable iterating and testing when things don't work; doesn't get frustrated by trial-and-error
- Domain knowledge — Ideally someone with background in research, quality assurance, compliance, or similar work that requires precision and source verification
- Writing clarity — Can articulate instructions and rubrics clearly so others understand the logic behind their reasoning
- Locale knowledge — Deep familiarity with their specific locale (local regulations, business practices, cultural nuances) is valuable for spotting region-specific failures
- German-speaking expertise
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