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Umbundu Language Specialist - Freelance AI Trainer Project

Jobgether

Contractor
2-5 years experience
Remote Only

$8 - $65 per hour

Key Skills

Umbundu Language Proficiency
Linguistic Annotation
AI Training
Data Evaluation
Grammar Analysis
Syntax Analysis
Semantics
Cultural Context
Proofreading
Editing
Critical Thinking
Analytical Skills
Written Communication
Attention To Detail

Job Description

This position is listed on behalf of a partner company, who manages all applications and next steps. Our partner is looking for an Umbundu Language Specialist – Freelance AI Trainer Project based remotely in Netherlands.

Help shape the future of artificial intelligence by bringing your Umbundu language expertise and cultural knowledge to the development of advanced AI systems. In this freelance project, you will evaluate and refine AI-generated Umbundu content to improve its linguistic accuracy, fluency, and naturalness. Your work will help ensure that AI models understand the language’s grammar, syntax, semantics, stylistic nuances, and cultural context. You will identify recurring errors, provide detailed linguistic feedback, and contribute to improving prompts and evaluation methods. By helping create more reliable language resources, you will support AI applications in education, accessibility, and communication. This remote opportunity is ideal for language professionals who are passionate about linguistic quality, cultural representation, and the responsible development of AI.

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Accountabilities:

As an Umbundu Language Specialist, you will evaluate AI-generated content, provide expert linguistic guidance, and help improve the quality and cultural relevance of language models.

  • Review, annotate, and refine Umbundu text generated by AI systems.

  • Evaluate linguistic accuracy, grammar, syntax, semantics, fluency, style, and overall readability.

  • Assess whether AI-generated content reflects authentic Umbundu usage and appropriate cultural context.

  • Identify, document, and categorize recurring linguistic errors, inconsistencies, and unnatural expressions.

  • Provide clear, actionable feedback to improve the quality and reliability of AI-generated Umbundu content.

  • Contribute to the refinement of prompts, evaluation methods, and linguistic guidelines.

  • Apply your understanding of Umbundu language conventions and cultural nuances to ensure outputs are natural and contextually appropriate.

  • Collaborate with project stakeholders to support consistent language quality and continuous improvement of AI systems.

Requirements:

The ideal candidate has excellent Umbundu language proficiency, a strong understanding of linguistic and cultural nuances, and experience working with language-related content. You should be detail-oriented, analytical, and able to communicate feedback clearly and constructively.

  • Fluency in Umbundu is required, with a strong understanding of grammar, syntax, vocabulary, semantics, and cultural context.

  • Demonstrated professional experience in translation, linguistics, language teaching, editing, proofreading, or a related field.

  • Experience in linguistic annotation, language-data evaluation, training, or coaching is an advantage.

  • Ability to evaluate written content for accuracy, fluency, consistency, and cultural appropriateness.

  • Strong written communication skills and the ability to provide structured, actionable feedback.

  • Excellent attention to detail, particularly when identifying subtle linguistic errors and unnatural phrasing.

  • Strong analytical and critical-thinking skills, with the ability to recognize patterns and recommend improvements.

  • Ability to work independently, follow detailed guidelines, and maintain consistent quality standards.

  • A secure computer and a stable internet connection suitable for remote work.

Benefits:

  • Hourly compensation: $8–$65 per hour, depending on experience, expertise, and geographic location. Final compensation may vary from the advertised range.

  • Remote work: Work remotely.

  • Freelance flexibility: Contribute as an independent contractor in a contract-based role.

  • Meaningful impact: Help improve AI systems’ ability to understand and generate natural, accurate Umbundu content.

  • Language and cultural contribution: Support better representation of Umbundu language and cultural nuances in AI applications.

  • Specialized experience: Apply your linguistic expertise to AI training, language evaluation, and data quality improvement.

  • Independent work environment: Use your own secure computer and stable internet connection.

  • Contractor benefits: Company-sponsored health insurance, paid time off, and other employee benefits are not provided.


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How Jobgether works:

We use an AI-powered matching process to ensure your application is reviewed quickly, objectively, and fairly against the role's core requirements. Our system identifies the top-fitting candidates, and this shortlist is then shared directly with the hiring company. The final decision and next steps (interviews, assessments) are managed by their internal team.

We appreciate your interest and wish you the best!

 Why Apply Through Jobgether? 

 

Data Privacy Notice: By submitting your application, you acknowledge that Jobgether will process your personal data to evaluate your candidacy and share relevant information with the hiring employer. This processing is based on legitimate interest and pre-contractual measures under applicable data protection laws (including GDPR). You may exercise your rights (access, rectification, erasure, objection) at any time.

 

 

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Core Responsibilities

The specialist will evaluate and refine AI-generated Umbundu content to ensure linguistic accuracy, cultural relevance, and naturalness. They will also identify recurring linguistic errors and provide actionable feedback to improve the quality of AI language models.

Requirements

Candidates must have excellent Umbundu language proficiency and a strong understanding of linguistic and cultural nuances. Professional experience in translation, linguistics, editing, or a related field is required.

About Jobgether

Industry: Internet Marketplace Platforms

Company size: 11-50 employees

Jobgether helps experienced professionals get hired for remote roles. Your experience should help you focus your job search, not get you filtered out. Jobgether helps you find relevant remote opportunities, show what you bring to each role and start conversations with people at the companies you want to join. Find the right opportunities. Explore remote roles with clear information about where you can work from. Match scores and feedback show how your profile fits the requirements, so you decide which opportunities to pursue. Apply strategically. Review your CV, adapt how you present your experience to each role and prepare for interviews. Use Auto-Apply on supported applications to save time. Every improvement keeps your voice and the experience you actually have. Create opportunities. Explore companies that fit your profile, identify the right people to contact and prepare a targeted approach. Build connections around your experience and interests, beyond the roles you have already applied for. Jobgether specializes in remote work and is based in Brussels, Belgium. Free to start, with Premium features for a more supported search.

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