Software Engineer
通用软件工程师栈做 AI 平台 / 产品——前后端全干（React + TypeScript + Go + Python + K8s + AWS），AI 是应用域不是研究域。
809 条岗位是海外最大的非 other 簇，top 公司 OpenAI、Anthropic、Cohere、xAI 加 Deloitte 这种咨询大厂。技能信号清晰：Python + SQL + React + TypeScript + Go + K8s + 分布式系统——典型的全栈或基础设施工程师栈。这条线的本质是「AI 公司的常规软件工程岗」，写 model 训练 / inference 平台、API 服务、内部工具、客户端 SDK。中位月薪约 68k CNY/月（汇率换算后），5 年经验中位，是海外 AI 公司里需求量最大、入口最宽的一条线。
JD 明确写出来的卡控项（学历 / 专业方向）+ 实际工作内容（职责短语原文）
学历分布
809 条样本高频专业 top 5
71 / 809 条 JD 提到（9%）仅 8.8% JD 写明专业要求 — 大多数 JD 不卡专业，这岗对专业相对宽松
CN/EN 同义词已合并（如「计算机」/「Computer Science」/「计算机科学」 → Computer Science）
高频职责短语 top 5
582 / 809 条 JD 写出职责（72%）- ×10Serve as the technical advocate for products, ensuring code integrity, feasibility, and alignment with business and customer goals. Lead requirement analysis, component design, development, unit testing, integrations, and support.
- ×9Embrace and drive a culture of accountability for customer and business outcomes. Develop engineering solutions that solve complex problems with valuable outcomes, ensuring high-quality, lean designs and implementations.
- ×9Develop lean engineering solutions through rapid, inexpensive experimentation to solve customer needs. Engage with customers and product teams before, during, and after delivery to ensure the right solution is delivered at the right time.
- ×9Adopt a mindset that favors action and evidence over extensive planning. Utilize a leaning-forward approach to navigate complexity and uncertainty, delivering lean, supportable, and maintainable solutions.
- ×9Work collaboratively with empowered, cross-functional teams including product management, experience, and delivery. Integrate diverse perspectives to make well-informed decisions that balance feasibility, viability, usability, and value. Foster a collaborative environment that enhances team synergy and innovation.
直接取 JD 中职责描述原文做简单计数，重复频次反映这岗位日常做什么
精选核心技能（手挑信号清晰的 5 项，不完全按计数排序）
完整技能分布 — Required（在 JD 中作为硬性要求） vs Preferred（加分项），按 JD 出现次数
全栈 / 后端 / 平台工程背景、英语能写代码注释和 PR review、有过分布式系统实战的人。
只会单一技能栈（比如纯前端不写后端）的人——海外 AI 公司同事少，期望工程师跨度更大。
写产品 / 写基础设施 vs 调模型 / 跑 inference——OpenAI 同时招两类，SDE 这边还要写 React 前端。
- ·Software Engineer, Human Data Interface
- ·Engineer I (Multiple Openings)
- ·Model Quality Software Engineer, Claude Code
- ·Senior/Staff Backend Engineer
- ·Staff / Senior Software Engineer, Inference
- ·Software Engineer - Applied ML
- ·Full Stack Engineer
- ·Agentic AI FW developer
薪资 = 月薪人民币口径（海外岗已用各币种汇率换算 ÷12 月化）。样本量小于 30 的分位值参考性弱。