Welsh-Fluent Coding and JSON Evaluation Expert
Listing checked October 11, 2026 · pay as published by Meridial
Overview
Independent contractors review AI-generated coding and technical customer service content for this project. The work pairs Welsh language quality checks with JSON structure reviews, plus audio material and virtual agent replies. Evaluators decide whether each output follows guidelines, reads as natural, and meets technical expectations. Reviewers also flag logic or syntax problems and explain what should change.
What You'll Do8
- 1Review AI-generated code and technical support responses for accuracy, clarity, and guideline fit.
- 2Inspect JSON files to validate syntax, structure, and formatting.
- 3Test virtual agent answers for natural tone and correct information.
- 4Listen to audio-related content and check language details.
- 5Follow project guidelines when scoring each response.
- 6Flag logic, syntax, or functionality errors in technical material.
- 7Write clear feedback that explains strengths and gaps.
- 8Submit entries without using LLMs, automation, or scripting tools.
Requirements7
- 1Native-level fluency in Welsh, with grasp of pronunciation, phrasing, tone, and conventions used in Wales.
- 2Ability to read, validate, and troubleshoot JSON, including spotting formatting or structural issues.
- 3Coding knowledge sufficient to identify basic logic, syntax, or functionality problems.
- 4Comfort following detailed guidelines and applying them to AI output reviews.
- 5Capacity to assess whether AI responses meet project requirements.
- 6Skill in giving thoughtful feedback that improves overall quality.
- 7No use of LLMs, automation, or scripting tools during tasks or submission.
Who Should Apply
The role suits a Welsh speaker who reads and writes the language at a native level and can judge pronunciation, phrasing, and tone used in Wales. A fit candidate also brings hands-on JSON skills and enough coding knowledge to catch syntax, logic, or functionality issues in AI-generated material. Hiring teams often reject applicants who use an LLM, script, or automation tool during the entry task, or who treat JSON review as simple formatting. Candidates without real Welsh fluency or without the patience to follow detailed review guidelines will struggle here. The project rewards reviewers who can explain their reasoning and submit work by hand.
Salary Insight
Compensation is $11.00/hr. For contract AI review work, that rate sits near entry-level evaluation pay, not senior engineering pay. Welsh language and JSON review projects often fall in this range when the work does not demand advanced coding.
Pay and demand for AI Training roles
AggregatedTypical pay
$70/hour
This role
$11/hr
Most AI Training roles pay $32–$95 per hour. This role's pay sits below that range.
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Compensation
$11/hr
Required Skills
Application Tip
In your application, show Welsh fluency with a short writing sample that uses natural Welsh phrasing and note any Wales-specific language conventions you know. Pair that with a concrete JSON issue you have found and fixed, such as malformed brackets or a type mismatch, and list coding languages where you can spot logic or syntax bugs. Complete the entry task by hand, with no LLM, script, or automation tool, because using one can disqualify you.
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