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Bilingual Italian Generalist Evaluator Expert

Mercor Toronto
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Job Description

Mercor is seeking native Italian speakers with exceptional writing skills to contribute to a high-impact AI research project with a leading lab. Freelancers will author Italian/English prompt–golden answer pairs that train and evaluate advanced language models. This is a short-term, flexible opportunity for professionals who combine language mastery, strong critical thinking, and a knack for instructional clarity. Ideal for those who enjoy distilling complex concepts into well-crafted, culturally grounded Italian text while maintaining technical precision in English.


Job Details


Multilingual Prompt Design & Optimization: Create detailed prompts in Italian and/or English with multiple constraints and instructions, ensuring natural phrasing and real-world relevance for Italian-speaking users.


Define and Document Evaluation Standards: Establish high-level expectations for correct responses in Italian consumer contexts, and develop comprehensive rubrics that account for linguistic nuance, tone, and cultural conventions.


Model Testing and Grading (Bilingual): Run prompts through models and assess preliminary outputs for accuracy, fluency, and cultural fit in Italian, comparing results against English where needed.


Benchmarking & Quality Assurance: Collaborate in QA review processes to ensure prompt tasks and rubrics meet rigor—maintaining consistency and reliability across Italian-language benchmarks before integration into official evaluations.


Minimum Qualifications



  • Native-level fluency in Italian (written) with strong reading/writing ability in English.

  • BS or BA from a reputable institution (completed or in progress).

  • Strong writing and critical thinking skills.

  • Ability to work independently and meet deadlines.

  • Significant familiarity with ChatGPT or similar tools for personal decision-making, hobbies, or general interests.

  • Based in Italy (or able to reliably produce Italy-specific, culturally accurate Italian).


Preferred Qualifications



  • Experience in teaching, research, editing, or academic writing.

  • Experience creating evaluation criteria, rubrics, or grading guidelines.

  • Familiarity with LLMs, prompting, or model evaluation (helpful but not required).


Application & Onboarding Process



  • Complete an AI-led interview (about 15 minutes).

  • Complete a 45-minute written assessment focused on writing and rubric creation.

  • If selected, you will be invited to work on the project.


More Details About This Role



  • Expect to contribute at least 20 hours per week.

  • Expect a commitment of around 2+ months.

  • You’ll be working in a structured project environment with clear goals and tools.

  • We consider all qualified applicants without regard to legally protected characteristics and provide reasonable accommodations upon request.


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How to Apply

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This role is with Mercor in Toronto.

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This appears to be an on-site role in Toronto.

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