Machine Translation Evaluation - English to Hebrew; Project Vistula

About the role

Appen is currently seeking independent contractors to join Project Vistula, where your primary responsibility will be to evaluate the accuracy and fluency of automated translations from English into Hebrew. In this role, you will act as a linguistic analyst, applying your expertise to dissect and understand the nuances of machine-generated output. You will own the entire evaluation cycle for assigned translation files, from initial assessment through to the delivery of structured feedback that directly informs improvements in the translation engine. This position grants you direct influence over the quality metrics of a major translation system, as your judgments are used to refine algorithms and enhance overall performance. You will work autonomously, managing your schedule within project parameters to ensure timely delivery of high-standard reviews. Your work will contribute to the development of more natural and contextually appropriate Hebrew translations, impacting how end users interact with automated language tools. By focusing on subtle errors, tone, and appropriateness, you will help bridge the gap between raw machine output and professional human translation. This is an opportunity to shape the future of machine translation quality from the ground up through meticulous, expert-level linguistic review.

Key facts

What you'll do

• Examine machine-translated Hebrew text line by line to identify grammatical inaccuracies, awkward phrasing, and semantic deviations from the original English source.
• Assign a quality score to each translation segment based on a detailed set of criteria related to fluency, adequacy, and overall readability.
• Determine whether specific translation outputs meet professional standards for use in real-world applications or require revision.
• Document specific errors and strengths within the evaluation interface, providing clear justifications for each rating you assign.
• Analyze recurring patterns of mistranslation to highlight systemic issues within the automated translation pipeline.
• Collaborate indirectly with engineering teams by supplying meticulously annotated data that guides algorithmic adjustments and model retraining.
• Assess the adequacy of translated content for its intended purpose, ensuring that meaning is preserved across linguistic and cultural contexts.
• Verify that terminology is used consistently throughout files to maintain coherence and prevent confusion for end users.
• Flag instances where cultural adaptation is necessary to ensure the Hebrew output resonates appropriately with local audiences.
• Contribute to the overall calibration of the translation model by providing reliable, consistent, and high-quality human judgments over the duration of the project.

Requirements

• You must be a native speaker of Hebrew to ensure you can accurately judge the nuances and subtleties of the language.
• You must possess high proficiency in English to fully comprehend the source text and evaluate the correctness of the translation.
• You must have professional experience in a language-focused field such as translation, linguistics, or education to demonstrate your analytical capabilities.
• You must be able to work independently and manage your time effectively to meet project deadlines without direct supervision.
• You must have a keen eye for detail to spot even minor errors in grammar, syntax, and vocabulary usage.
• You must be comfortable working with digital tools and interfaces designed for text evaluation and data submission.
• You must be able to understand and apply specific evaluation criteria consistently throughout the assessment process.
• You must be reliable and committed to maintaining a high standard of work over the duration of your involvement with the project.

Nice to have

The SOURCE does not specify any preferred qualifications, skills, or experience beyond the core requirements listed in the Requirements section.

Practical notes

• You must select both Hebrew and English as your primary or additional languages during the application process to avoid automatic rejection of your candidacy.
• Compensation is set at $18.00 per file, with each file typically requiring 15 to 20 minutes of your time, which translates to an estimated hourly rate ranging from $54.00 to $72.00 depending on your pace.
• If your application is successful, you will receive a direct email from the CrowdGen team to guide you through account setup and onboarding procedures.
• This is a project-based engagement, meaning the duration and volume of work are tied to the specific objectives of Project Vistula.
• The role is fully remote and does not require travel, making it accessible from your location within Israel.
• No specific visa requirements apply as the engagement is structured as an independent contractor project based on deliverables.
• You will need a stable internet connection and a computer or device capable of accessing the evaluation platform to perform your duties effectively.