LingoAce

算法专家

LingoAce  •  Shanghai, CN (Onsite)  •  4 months ago
Apply
AI can make mistakes so check important info. Chat history is never stored.

Job Description

岗位描述
  • 全面负责公司教育 AI Agent 的算法体系设计与落地
  • 从 L2(单节课内教学决策) 起步,逐步演进至 L3/L4(跨课规划与结果责任)
  • 设计并推进 决策型 AI 系统,包括策略选择、模型与规则协同、评估与闭环机制
  • 在当前阶段以 SFT + 策略决策 + 强规则约束 为核心,确保系统可控、可评估、可复盘
  • 随系统成熟,探索包括 强化学习(RL)在内的长期规划方法,用于跨课目标分配与节奏优化
  • 与教研、产品、工程深度协作,将教学目标转化为 可学习、可评估的算法系统
  • 负责算法方向的长期演进,并逐步搭建与带领算法团队
能力要求
  • 5–10 年算法相关经验,有真实在线系统(推荐 / 决策 / 对话 / Agent)落地经验
  • 主导或深度参与过 AI 系统从 0 到 1 或关键阶段建设
  • 有 SFT / 数据驱动模型训练实战经验,不止于 Prompt 调优
  • 具备 算法评估体系设计能力,不只关注 Accuracy / Loss
  • 能在模型能力、规则约束与业务目标之间做理性取舍,对结果负责
加分项:
  • 教育、对话系统、Agent、推荐系统背景
  • 有失败样本 / 风险样本 / 系统稳定性治理经验
  • 理解或实践过 强化学习 / Bandit / 长期决策建模,且清楚其适用边界
  • 有带算法团队经验,愿意长期负责体系建设
LingoAce

About LingoAce

LingoAce is a global edtech company on a mission to make learning for kids more engaging, effective, and accessible through technology. Through our award-winning online learning platform, learners can connect to passionate and professionally accredited teachers to learn Mandarin Chinese, English, math and music. Today, we have a roster of more than 4,000 professionally certified teachers and have taught more than 10 million classes to PreK-12 students in more than 100 countries.

Founded in 2017, the company is headquartered in Singapore and has global operations through the United States, Southeast Asia, Europe, and China. We are backed by the world’s top investors including Peak XV (formerly Sequoia India & Southeast Asia), Owl Ventures, Tiger Global, and Shunwei Capital.

In 2023, LingoAce was named to Fast Company’s World’s Most Innovative Companies list and to the GSV EdTech 150 list of the world’s most transformative edtech companies for the second year in the row.

Industry
Education & Training
Company Size
501-1,000 employees
Headquarters
Singapore, SG
Year Founded
2017
Social Media