CARIAD人才荟
岗位信息
招聘岗位
Hefei_AI Test Intern_43012368
工作城市
合肥
是否笔试
未明确
招聘批次
校招
发布日期
2026-07-10
📋 岗位职责 / 任职要求
主要职责/Your Responsibilities (within 5 lines):
Technical key words (at least 3 words):
• Test data governance and organization: Participate in the collection, cleansing, annotation, and standardization of test data for cockpit large language models and intelligent agents; assist in building standardized test datasets for cockpit AI scenarios; and perform data quality checks and compliance verification (data security/privacy).
• Support for the development and testing of LLMs and Agent. Assist in designing and executing test cases for large models and chatbots; participate in testing and validating the inference performance of large models, as well as testing intent recognition and multi-turn interactions for chatbots in core AI scenarios such as data dashboards, AI automation, and intelligent Q&A; assist the algorithm team in validating performance following model tuning and track the resolution of defects.
• Automated Testing and Data Assetization: Develop automated testing scripts for large models and intelligent agents using Python; assist in creating AI testing analysis reports; consolidate testing data assets; and participate in closing the loop on AI testing issues and optimizing the in-cabin AI experience.
• Technical Learning and Documentation: Track technological advancements in large models and intelligent agents within the automotive sector; produce AI testing reports and data governance analysis documents.
岗位要求/Required Qualification:
• Bachelor’s degree or above in Computer Science and Technology, Data Science, Artificial Intelligence, Vehicle Engineering (Intelligent Connected Vehicle direction) or related majors.
• Proficient in Python programming; able to independently complete script development and automated testing tasks; familiar with the fundamental principles of large language models (pre-training/fine-tuning/inference); candidates with relevant coursework, projects, or practical experience are preferred; basic understanding of AI agent technical architectures; interest in in-vehicle AI scenarios.
• Basic understanding of core AI functional scenarios in smart cockpits (e.g., voice interaction, navigation, parking, etc.); strong data sensitivity; ability to understand the relationship between data quality and model performance.
• Understand the technical architecture and core features of AI agents. Able to conduct scenario-based testing of intent recognition, multi-turn interaction and cross-function collaboration for intelligent cockpit agents. Candidates with verification experience in agent adaptation to in-vehicle scenarios are preferred.
• Bonus Points:
• Experience with AI/large-scale model-related coursework, lab research, or personal projects;
• Familiarity with test data annotation tools and large-scale model fine-tuning tools;
• Strong interest in smart cockpits and in-vehicle AI scenarios;
• English: CET-4
📍 主要办公地点
投递方式
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🏢 公司文化与工作氛围
中有员工在脉脉上称上海分部“不加班,养老”,反映其团队氛围可能较为轻松;报道了2023年CARIAD管理层大规模变动(CEO及多名董事会成员被更换),说明公司内部战略与组织调整频繁,但仅说明酷睿程是大众CARIAD与地平线的合资企业,专注智驾研发
⏰ 加班情况与工作强度
- “工作强度给我的感觉整体不算高,但也不至于天天955”;
- 脉脉上一位上海分部员工称“不加班,养老”。
因此,整体工作强度中等偏下,不同部门/地区可能存在差异,但未发现“工作节奏较快”或“大小周”等明确信息。
📋 校招流程经验
- 有候选人于6月20几号面试,约2-3天出结果;
- 另一位候选人面试后等了一周无反馈。
为通用校招攻略,非针对CARIAD。
👥 员工口碑与离职率评价
报道了CARIAD在2023年的人事动荡:CEO Dirk Hilgenberg被解雇,多位董事会成员被替换,新任CEO Peter Bosch于6月1日上任。说明公司高层变动剧烈,可能影响员工稳定性,但材料未直接给出员工满意度、离职率数据或常见离职原因。员工对上海分部评价为“养老”,口碑偏向轻松,但仅代表个别观点。
📈 热门岗位方向与招聘趋势
显示,酷睿程(CARIAD与地平线的合资公司)专注于高级驾驶辅助系统(ADAS)和自动驾驶(AD)研发,基于地平线征程家族计算方案,未来将交付L4级别智驾方案,并搭载于大众集团在华纯电动车型。因此,热门岗位方向主要集中在智能驾驶软件/硬件研发、系统集成、算法、自动驾驶测试等领域。招聘趋势方面
ℹ️ 信息来源
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