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Why this grade This listing scored 34/100, which is an F. It lost the most ground on pay transparency. See the breakdown
- Description depth 20 / 20 How much the posting actually says about the work, measured in characters of real text.
- Remote clarity 15 / 15 Whether "remote" means anywhere, or is quietly restricted to one country.
- Corroboration 5 / 10 Whether more than one source carries this listing.
- Freshness 4 / 15 How recently it was posted. Older postings are likelier to be filled or abandoned.
- Role specificity 0 / 10 Whether the listing is tagged well enough to tell what the role actually is.
- Pay transparency 0 / 25 A published salary range, worth more than any other single factor because it is what a candidate cannot find out without applying.
-10 Ghost-job penalty — Deducted for signals that this posting may not be a real, currently-open role — staleness, repeated relisting, or talent-pool language.
Every figure above is arithmetic over the posting itself — its salary field, its text, its age, its tags and how many sources carry it. How the grades work →
Role Title: Kiembu Bilingual Expert
Role Type: Contractor
Location: Remote
micro1 is engaging Kiembu Bilingual Experts to participate in a dynamic language project for a valued customer. In this role, you'll apply your expertise to help train next-generation AI systems. Your work will shape how models learn, reason, and perform through high-quality, real-world input. No prior experience in AI is required — your domain knowledge is what matters.
Scope of Work
Transcribe video and audio materials in Kiembu, clearly outlining precise timestamps for each segment.
Provide detailed analysis of speaker emotions and tone across multimedia content.
Evaluate and annotate grammar usage, sentence construction, and overall linguistic features in Kiembu communication.
Define and explain conceptual meanings and cultural nuances of selected Kiembu words and phrases.
Participate in complex language tasks, including contextual analysis and high-level translation or interpretation undertakings.
Deliver clear, concise written and verbal feedback to support the project’s linguistic objectives.
Ensure all deliverables meet specified quality standards and project guidelines.
Preferred Qualifications
Exceptional bilingual fluency in Kiembu and English, with advanced written and verbal communication skills.
In-depth understanding of Kiembu grammar, syntax, and cultural context.
Experience in transcription, linguistic annotation, or related language-based projects.
Strong analytical capabilities to assess emotion, tone, and speaker intent.
Meticulous attention to detail and a commitment to high-quality, accurate deliverables.
Ability to work independently and consistently on intricate language tasks.
Background or interest in linguistics, translation, or language technology is a plus.
Originally posted on Himalayas
Apply for this role Opens himalayas.app — the link as listed; we have not yet verified it is the employer's own page
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Where this listing came from
- 02 Aug 2026 Himalayas first sighting
Seen on 1 board over 0 days.