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German Culture Expert

Role overview

Qualifications

  • Research skills: ability to find and verify information from multiple sources
  • Critical thinking: Can spot contradictions between sources and identify outdated information
  • Attention to detail: Can catch nuances in language and local variations
  • Domain knowledge: Background in research, quality assurance, compliance, or similar work

Responsibilities

  • Identify realistic search-related failures where an AI model provides inadequate responses
  • Create search queries, test them, document what went wrong, and write instructions
  • Test multiple queries before finding failures
  • Evaluate issues such as local relevance, source quality, and region-specific inapplicability

Key facts

Hard skills

Other skills

  • Analytical Skills
  • Critical Thinking
  • Detail Oriented
  • Problem Solving

About the company

Welo Data logo

Welo Data

IT Services & IT Consulting

Welo Data works with technology companies to provide datasets that are high-quality, ethically sourced, relevant, diverse, and scalable to supercharge their AI models. As a Welocalize brand, Welo Data leverages over 25 years of experience in partnering with the world’s most innovative companies and brings together a curated global community of over 500,000 AI training and domain experts to offer services that span: - Annotation and Labeling: Transcription, summarization, image and video classification and labeling. - Enhancing LLMs: Prompt engineering, SFT, RLHF, red teaming and adversarial model training, model output ranking. - Data Collection and Generation: From institutional languages to remote field audio collection. - Relevance and Intent: Authoritative relevance solutions across any discovery target, with mature operating models and a highly trained global workforce. - The Welo Data advisory team members bring practical, applied AI expertise to your projects. They have both strong academic experience and a deep working knowledge of state-of-the-art AI tools, frameworks, and best practices. Elevate your Data with Welo Data.

Company details

Company typeLarge
IndustryIT Services & IT Consulting
Company size1001 - 5000

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Job description

Overview

Are you passionate about languages, writing, and quality evaluation? We are launching an exciting language evaluation project and are looking for German-speaking experts to join our team.

Project Details:

- Job Title: MSR Project - German Culture Expert

- Start Date: ASAP

- Duration: Ongoing Project.

- Commitment: 20 hours per week.

- Job Type: Freelance contract.

- Location: Germany, Remote

- Rate: US$35 per hour.

What you will do:

Identify realistic search-related failures where an AI model provides inadequate responses.

Create search queries, test them, document what went wrong, and write instructions and evaluation criteria for correct answers.

Common issues: local relevance, source quality, outdated information, language mismatches, incomplete answers, and region-specific inapplicability. Testing multiple queries before finding failures is expected.

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

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MR

Marcus Rivera

Chief Revenue Officer

m.rivera@company.com
linkedin.com/in/marcusrivera
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