Language Data Quality Reviewer for English (Model Stumping Project)

Overview

Volga Partners, a U.S.-based company, specializes in Artificial Intelligence and machine learning, offering IT, business process outsourcing, advanced professional services, and crowd sourcing in established and emerging markets. Mandatory requirements

Must be able to read and write in

English . Mandatory Requirements : Must have

reliable high-speed internet

and a functioning

device

(laptop, desktop, etc.) to ensure seamless communication and productivity. Urgency :

Due to the nature of the role, it is essential that all candidates have these resources in place from day one to avoid delays in onboarding or task completion. Position

We are looking for a Language Data and Quality Reviewer with proficiency in

English

to join our team.

The Model Stumping Project

is designed to test the reasoning, multimodal understanding, and contextual accuracy of an advanced AI model. The goal is to “stump” the model — challenging it with complex, creative questions that the AI may find difficult to answer. Key Responsibilities

Review short video and audio clips carefully, noting contextual and visual details. Create challenging, high-quality questions that require the model to process and reason through both sound and visuals. Record the AI model’s responses and evaluate whether the question successfully “stumped” it. Ensure clarity, creativity, and originality in all question submissions. Participate in training sessions and follow detailed project guidelines. Track and report daily progress, including completed tasks and hours worked. Desired Qualifications

Prior experience in data annotation, linguistic evaluation, or content creation is a plus. Strong

analytical, observational , and

creative thinking skills . Ability to identify subtle contextual details and formulate precise, thought-provoking questions. Excellent command of English (reading, writing, and comprehension). Strong attention to detail and ability to follow structured workflows. Required Skills

Prior experience in data annotation, linguistic evaluation, or content creation is a plus. Strong analytical, observational, and creative thinking skills. Ability to identify subtle contextual details and formulate precise, thought-provoking questions. Excellent command of

English

(reading, writing, and comprehension). Strong attention to detail and ability to follow structured workflows. Location :

Pakistan (hiring limited to Pakistan-based candidates only). Rate :

PKR 650 per hour (~USD 2.31 / hour). MUST PASS THE ASSESSMENT Additional information

Must have own device (laptop / device). Having access to good Wi-Fi connection during working hour. This role is a 1099 independent contractor position. Please note that this classification may vary based on your location and local regulations. We encourage applicants outside of the US to familiarize themselves with their country\'s tax laws and regulations regarding independent contracting. For most candidates outside of the US, a W-8 BEN form is provided. Example Tasks

After watching a short video, you may create questions such as : “As the narrator’s deep voice declares, ‘It’s time now to begin phase two,’ how many buttons are visible on the girl’s shirt?” “As the teacher says, ‘Let’s take a short break,’ what word appears on the whiteboard behind her?” “What does the radio announcer say just before the screen cuts to the image of the empty street?” Assessment

All shortlisted candidates are required to

complete

and

pass a qualification assessment

prior to onboarding. Compensation :

PKR 650 per hour (~USD 2.31 / hour) This is an exciting opportunity for a remote freelance position! Please kindly note that hours are dependent on volume of tasks given by the client. Perfect for a supplemental income opportunity. We look forward to receiving your application!

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