提示词工程师（Prompt Engineer）不是"会聊天的人"，而是懂得如何通过结构化指令设计，让AI持续、稳定、可复现地输出高质量内容的人。
第一，设计和优化提示词模板。建立适用于不同场景的提示词库，并持续根据输出质量迭代。
第二，评估AI输出质量。制定评估标准，用系统性方法判断AI输出是否达到上线标准。
第三，建立AI应用工作流。把提示词嵌入到产品流程中，与工程团队协作。
第四，研究AI能力边界。系统性地测试AI在各种边缘case的表现，为产品决策提供依据。
初级：$80K-$120K/年（美国）
中级：$120K-$180K/年
高级/Lead：$180K-$300K/年
纯提示词工程师需求在下降，"提示词+其他技能"（数据分析、产品设计、内容策略）的复合岗位需求在上升。
不需要编程基础，但需要：深入理解AI模型行为规律、有结构化表达能力、有基本的数据评估能力。入门路径：学提示词工程基础→建个人作品集→在upwork接单→跳槽或Freelance。
为什么这个 AI 新闻值得关注 Three weeks ago, I tested something that completely changed how I think about organic traffic. I opened ChatGPT and asked a simple question: "What's the best course on building SaaS with WordPress?" The answer that appeared stopped me cold. My course showed up
为什么这个 AI 新闻值得关注 Systems from Google, OpenAI, Anthropic, and xAI struggle with the Premier League. 最新进展 AI models from Google, OpenAI and Anthropic lost money betting on football matches over a Premier League season, in a new study suggesting even the most advanced systems struggle to analyse the ... According to
为什么这个 AI 新闻值得关注 LLM use is the most demoralizing problem I’ve faced as a college instructor. 最新进展 But since the appearance of ChatGPT, the instructor's job isn't just to teach the subject and frantically attempt to keep every student's plate
为什么这个 AI 新闻值得关注 Three weeks ago, I tested something that completely changed how I think about organic traffic. I opened ChatGPT and asked a simple question: "What's the best course on building SaaS with WordPress?" The answer that appeared stopped me cold. My course showed up