What does day-to-day look like: ● Design multi-turn conversations that simulate real interactions between users and AI assistants using apps like calendar, email, maps, and drive. ● Emulate both the user and the assistant, including the assistant's tool calls (only when corrections are needed). ● Carefully select when and how the assistant uses available tools, ensuring logical flow and proper usage of function calls. ● Craft dialogues that demonstrate natural language, intelligent behavior, and contextual understanding across multiple turns. ● Generate examples that showcase the assistant’s ability to gracefully complete feasible tasks, recognize infeasible ones, and maintain engaging general chat when tools aren’t required. ● Ensure all conversations adhere to defined formatting and quality guidelines, using an internal playbook. ● Iterate on conversation examples based on feedback to continuously improve realism, clarity, and value for training purposes. ● Collaborate with peers and reviewers to maintain consistency and high standards in deliverables. Requirements: ○ 3+ years of overall professional experience in a technical or analytical field. ○ Experience in any programming language or tech stack is acceptable; a strong grasp of APIs, data formats (e.g., JSON), and logical thinking is more critical than specific toolsets. ○ Strong general technical reasoning skills and the ability to model real-world assistant behavior using tool-based APIs. ○ Ability to break down complex tasks and simulate realistic dialogues that reflect user expectations and assistant limitations. ○ Excellent written communication skills in English, with a focus on clarity, tone, and instructional coherence. ○ Creativity and attention to detail in crafting realistic scenarios and responses. ○ Experience working with or around LLMs, virtual assistants, or function-calling frameworks is a plus. ○ Ability to follow detailed guidelines and formatting standards with high consistency. ○ Native or professional proficiency in at least one of the following 16 locales is required: ○ zh_HK – Chinese (Traditional, Hong Kong) ○ zh_TW – Chinese (Traditional, Taiwan) ○ ko_KR – Korean (South Korea) Perks of Freelancing : ● Work in a fully remote environment. ● Opportunity to work on cutting-edge AI projects with leading LLM companies. Offer Details: ● Commitments Required: At least 4 hours per day and minimum 20 hours per week with overlap of 4 hours with PST.