Job Description
Job Title: LLM Multi-Select Question Optimization Specialist
Job Description:
We are seeking a freelancer to review and optimize a set of multi-select and single-select survey questions intended for use with a LLM.
We will provide a document, which contains approximately 30 structured questions. Your task is to improve clarity, eliminate ambiguity, and ensure each question clearly specifies whether it requires a single selection or multiple selections. The goal is to make the questions highly deterministic and LLM-friendly, reducing misclassification and inconsistent outputs.
You will also suggest improvements to formatting, labeling, and structure to support reliable AI parsing and classification. A short explanation of your reasoning behind key changes is required.
This is a small task intended to evaluate attention to detail, prompt engineering understanding, and structured thinking. Additional AI-related work may follow based on performance.
Contract duration of 1...
Job Description:
We are seeking a freelancer to review and optimize a set of multi-select and single-select survey questions intended for use with a LLM.
We will provide a document, which contains approximately 30 structured questions. Your task is to improve clarity, eliminate ambiguity, and ensure each question clearly specifies whether it requires a single selection or multiple selections. The goal is to make the questions highly deterministic and LLM-friendly, reducing misclassification and inconsistent outputs.
You will also suggest improvements to formatting, labeling, and structure to support reliable AI parsing and classification. A short explanation of your reasoning behind key changes is required.
This is a small task intended to evaluate attention to detail, prompt engineering understanding, and structured thinking. Additional AI-related work may follow based on performance.
Contract duration of 1...
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