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Careerflow.ai

LLM - AI Quality Analyst (Personalization) - English (US)

Posted 21 hours ago
$21 per hour
0-2 years experience
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AI Summary

The role involves designing multi-turn conversational prompts to evaluate the quality, grounding, and integration of personalized AI responses. Analysts must perform side-by-side comparisons of model outputs and provide detailed, defensible rationales for their rankings.

Role Overview:

As an AI Quality Analyst, you will evaluate a new personalization feature for Gemini. You will assess how well the model uses information from your past Gemini conversations, Gmail, Google Search, and YouTube activity to make responses more relevant and helpful. This role requires a unique blend of creativity and analytical rigor. You will actively design prompts from the perspective of your own personal experiences. You will then use your analytical skills to assess the quality of the model's personalized responses, evaluating dimensions like Grounding, Integration, and Helpfulness.

Key Qualifications

  • English Proficiency: Ability to read and write in English with a high degree of competence, as English is the focus language for this project.

  • Personal Account Usage: Willingness to use your primary personal Google account (not a testing account) and enable personal data sources for a genuine assessment.

  • Schedule Flexibility: Full-time availability in your local time zone is required. We are staffing a global, 24-hour operations team.

  • Exceptional Analytical Thinking: Demonstrate ability to evaluate nuanced and ambiguous AI responses, specifically assessing personalization quality.

  • Creative Prompt Engineering: Experience in designing creative, multi-turn starting prompts based on personal context to thoroughly test the model's capabilities.

  • Strong Evaluation Acumen: Understanding of personalization concepts, including the ability to identify incorrect personalization, poor inferences, and forced connections.

  • Meticulous Attention to Detail: The ability to review Side-by-Side (SxS) model responses and spot subtle differences in naturalness and overnarrating.

  • Excellent Written Communication: Superior ability to write clear, concise, and structured rationales for model rankings, explicitly referencing specific turn numbers.

  • Feedback: Ability to provide constructive feedback and detailed annotations.

  • Communication: Excellent communication and collaboration skills.

  • Independence: Self-motivated and able to work independently in a remote setting.

  • Technical Setup: Desktop/Laptop setup with a good internet connection.

Description:

  • In this role, you will be part of a dynamic team focused on evaluating the quality of personalized AI interactions. Your day-to-day work will involve:

  • Designing and executing multi-turn conversational prompts (typically 1-5 turns) that require the AI to utilize your personal information and experiences.

  • Evaluating model responses based on your intent from the starting prompt, checking if the personalization was appropriately applied.

  • Analyzing responses for Grounding issues, ensuring claims about you are supported by evidence and not flawed inferences or hallucinations.

  • Assessing Integration quality to ensure personal data is woven naturally into the response without robotic "overnarrating".

  • Rigorously evaluating and stack-ranking two model responses side-by-side (SxS) to determine which is overall more helpful, easy to use, and enjoyable.

  • Writing clear, defensible rationales for your comparisons, explicitly referencing where issues or positive aspects occurred in the conversation.

  • Extracting and verifying "Debug Info" from the model to confirm that chat summaries and data sources were properly utilized.

  • Maintaining strict data hygiene by deleting evaluation conversations to prevent them from polluting your future chat history.

Education & Experience

  • BS/BA degree or equivalent experience in a relevant field (e.g., Policy, Law, Ethics, Linguistics, Journalism, Computer Science, or a related analytical field).

  • Experience in data annotation, AI quality evaluation, content moderation, or a related role is strongly preferred.

Offer Details:

Commitments Required: at least 4 hours per day and a minimum of 30 hours per week, with 4 hours of overlap with PST. (We have 2 options for time commitment: 30 hrs/week or 40 hrs/week)

Engagement type: Contractor

Evaluation Process:

  1. Shortlisted candidates will receive a Job Interest Form.

  2. Following the initial profile review, qualified candidates will receive an assessment that must be completed within 24 hours.

  3. Candidates who pass the assessment will be contacted to discuss the project’s pre-onboarding requirements.

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