NIO

校招-大模型评估算法工程师

NIO  •  Onsite  •  3 hours ago
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Job Description

校招-大模型评估算法工程师

北京、上海

校招

正式

数字技术 - 算法

硕士及以上

2027届校园招聘-正式批

职位 ID:A170201

职位描述

  1. 评测体系搭建:负责大模型、多模态模型及Agent智能体全维度能力评测,覆盖推理、代码、对话、安全、RAG等核心场景,落地各类主流评测基准,搭建标准化评测体系。 2. 评测算法研发:设计自动化、智能化评测方案,研究落地LLM自动评测、事实校验、幻觉检测等核心算法,搭建量化指标体系,精准评估模型综合能力。 3. 评测工程落地:搭建自动化评测流程,完成评测数据构建、对抗测试、模型版本对比与回归验证,支撑模型微调、对齐迭代,输出专业的模型评测与诊断报告。 4. 模型迭代优化:复盘模型缺陷与失败案例,定位能力短板并输出优化建议,持续跟进行业前沿评测技术,迭代升级评测方法与工具。 5. 场景化评测落地:针对对话问答、智能Agent工具调用、任务规划等业务场景,定制专属评测方案,保障模型上线后的稳定性与落地效果。

职位要求

  1. 学历:硕士及以上学历,计算机、人工智能、NLP、自动化、数学、统计等相关专业 2 扎实的深度学习与大模型基础:理解Transformer架构、预训练、微调、SFT、RLHF对齐、Agent基础架构等核心原理; 3. 精通大模型评测核心知识:熟悉主流评测数据集、量化指标、自动化评测方案,了解模型幻觉、鲁棒性、安全性评测方法; 4. 工程实操能力:熟练使用Python,掌握Pytorch、Hugging Face、LangChain等主流工具,能够独立完成数据处理、实验设计、评测脚本开发与结果分析; 5. 具备良好的算法思维,擅长拆解评测任务、设计对照实验、复盘分析模型问题。 加分项: 1. 熟悉LLM-as-judge、自动化对抗评测、模型对齐评估等前沿技术; 2. 有顶会论文、开源项目贡献、AI算法竞赛获奖经历优先。

投递

NIO

About NIO

NIO is a pioneer and a leading company in the premium smart electric vehicle market. Founded in November 2014, NIO’s mission is to shape a sustainable and brighter future together. NIO aims to build a community starting with smart electric vehicles to share joy and grow together with users.

NIO designs, develops, jointly manufactures and sells premium smart electric vehicles, driving innovations in next-generation technologies in autonomous driving, digital technologies, electric powertrains and batteries. NIO differentiates itself through its continuous technological breakthroughs and innovations, such as its industry-leading battery swapping technologies, Battery as a Service, or BaaS, as well as its proprietary autonomous driving technologies and Autonomous Driving as a Service, or ADaaS.

NIO’s models for sale include the all-new smart electric flagship SUV ES8, the smart electric flagship coupe SUV EC7, the smart electric mid-large SUV ES7, the smart electric flagship sedan ET7, the all-new smart electric all-round SUV ES6, the all-new smart electric coupe SUV EC6, the smart electric mid-sized sedan ET5, and the smart electric tourer ET5T.

Industry
Unknown
Company Size
5,001-10,000 employees
Headquarters
Jiading, CN
Year Founded
Unknown
Website
nio.com
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