本溪QA质量工程师

1. 新品开发质量风险管控
-水果制品源头质量控制，深入水果种植基地及代工厂，监督原料采收、加工全流程，了解产季半成品的理化等信息，确保符合食品安全标准（如HACCP、ISO22000）及企业内控要求；
-参与新品中试或首产跟产，协同研发部门完成新品类工艺验证，确保量产可行性。

2. 供应商生产现场过程监管与协作
-在受托加工厂（OEM）现场，依据良好生产规范（GMP）、HACCP等标准，对果汁、果酱等原料的生产全流程（从投料到灌装、包装）进行实时质量监督与巡检。对原辅材料、半成品及成品进行定期抽样与验证，确保产品质量符合标准；
-主导或参与生产偏差、不合格品及客户投诉的调查与分析，跟踪隔离品处理及纠正预防措施的有效落实；

3. 供应商质量能力帮扶和提升
- 跟踪供应商质量改善效果，持续推动供应商质量提升计划的有效落地；
- 定期协助工厂质量培训，提升一线操作规范性；
工作地点：长期驻代工厂（需适应产地差旅）

喜茶（深圳）企业管理有限责任公司

餐饮

Core Objective: Translate annual transportation goals into actionable monthly strategies, execute plans, conduct regular performance reviews, and lead the team to achieve core business KPIs.Resource & Vendor Management: Leverage local resources to mobilize vendor support and enhance operational collaboration.Fleet & Distribution Expertise: Possess deep understanding of urban distribution, with proven experience managing fleets of 100+ vehicles daily.Cost & Talent Optimization: Demonstrate expertise in transportation cost reduction, driver management, and professional training.

北京三快科技有限公司

System QA – DBW/底盘 方向
岗位职责：
参与L2+/L4车型线控/底盘软硬件研发验证；参与DBW/底盘车型线控功能的需求澄清，输出相关测试用例，执行测试并开发自动化测试；参与DBW控制设备控制功能逻辑的需求澄清，输出测试用例，执行测试并开发自动化测试；参与车辆相关SIL/HIL/VIL 需求澄清，输出测试用例，执行测试并开发自动化测试；岗位要求：
本科以上学历，电子、计算机、自动化、车辆等相关专业；掌握CAPL，Python，C/C++等编程语言；熟练掌握Matlab，Simulink软件，熟悉MBD建模思想。对嵌入式有一定了解。对整车线控原理及系统设计了解。熟练掌握CANOE软件，能通过CAPL编写自动化测试用例。了解自动驾驶软件框架及ROS中间件。熟悉ISO 15765，ISO 13400，ISO 14229等车载诊断，功能安全等协议者优先；有SIL，HIL，VIL开发验证经验者优先；较好的团队协作和沟通能力；有较强的主观能动性, 要能发现并解决问题，能适应敏捷开发工作的风格。

广州文远知行科技有限公司

互联网

【2027届】算法测试QA实习生（2027届-可转正）-环卫车事业部-广州
工作职责：

1、参与系统测试与验证：协助完成环卫车系统的功能测试、性能验证及场景评估，参与仿真测试与软件在环验证，学习并输出测试分析报告；

2、支持问题分析与优化：在指导下分析仿真及实车测试数据，协助定位系统问题，推动算法迭代优化；

3、参与测试工具开发：学习并使用自动化测试工具，辅助开发脚本提升测试与数据处理效率；

4、辅助标准与流程建设：参与自动驾驶相关评价体系的测试验证，支持系统合规性迭代。

任职要求：

1、本科及以上学历在校生，通信、电子工程、自动化、车辆工程、计算机等相关专业；

2、对智能驾驶、机器人或物流系统感兴趣，有相关项目或实习经验者优先；

3、具备以下一项或多项能力：
熟悉Python/C++等语言，有基础脚本编写能力；
了解Linux操作系统及常用命令，掌握Git基本使用；
对软件测试流程有基本认知，具备逻辑分析和问题定位意识；
具备良好的学习能力和团队协作精神，能快速适应技术环境。
能连续实习6个月以上优先

广州文远知行科技有限公司

互联网

- Responsible for product experience operations, including establishing product experience mechanism standards, building an experience metrics system, and enhancing experience operation capabilities.
- Monitor data trends and anomalies to proactively identify product quality issues, user experience gaps, or system inefficiencies.
- Establish a data monitoring mechanism, perform daily data extraction, analysis, and visualization using tools such as SQL to identify operational bottlenecks and risk points.
- Build strong collaborative working mechanisms with business teams and establish an effective closed-loop process with internal service teams to jointly improve operational outcomes.
任职资格
- Educational Background: Full-time bachelor's degree or higher.
- Work Experience: Over 3 years of experience in data analysis, data product management, or data engineering. Experience in SQL is needed.
- Professional Skills: Strong understanding of data architecture and quality assurance processes; excellent data mining, analysis, and visualization skills; experience in defining and managing KPIs for AI service or digital products.
- Soft Skills: Excellent communication, execution, and cross-team collaboration skills; strong problem-solving and logical thinking abilities.
- Language Skills: Proficiency in written and spoken English.
- Preferred Qualifications: Project management experience is a plus.

上海携程商务有限公司

互联网

- AI Quality Assessment Framework & Standards
- Establish and maintain quality evaluation criteria for LLMs, covering accuracy, safety, compliance, and instruction-following capabilities.
- Design evaluation workflows combining automation and human-in-the-loop assessment to quantify model performance regularly.
- End-to-End Quality Control & Risk Management
- Own regression testing and acceptance testing for model iterations, enforcing quality gates to prevent performance degradation before launch.
- Monitor online performance to mine for badcases, identifying model hallucinations, logic errors, or experience defects, and issue timely risk alerts.
- Issue-Driven Improvement & Closed-Loop Management
- Lead Root Cause Analysis for quality issues, precisely diagnosing whether failures stem from data, prompts, or model architecture.
- Drive algorithm, product, and operations teams to resolve quality defects, track the fix rate and conduct re-validation to ensure a closed-loop process.
- Cross-functional Collaboration
- Bridge the gap between business needs and technical implementation, ensuring the AI delivers real value to users.
任职资格
- Educational Background: Full-time bachelor's degree or higher.
- Work Experience: 3+ years of experience in internet product operations. Hands-on experience in LLM/AIGC product operations is highly preferred.
- Professional Skills:
- Mastery of AI evaluation methodologies (e.g., Golden Dataset construction, Human Evaluation SOPs).
- Sharp eye for detail ("bug hunting" mindset) with the ability to mine potential risks from massive data.
- Familiarity with Prompt Engineering to reproduce or verify issues (focus on validation rather than daily maintenance).
- Soft Skills: Strong cross-functional communication skills; ability to use data to influence and drive cross-functional partners to solve complex problems.
- Language Skills: Proficiency in written and spoken English.
- Preferred Qualifications: Project management experience is a plus.

上海携程商务有限公司

互联网

1

扬子江药业集团

Core Objective: Translate annual transportation goals into actionable monthly strategies, execute plans, conduct regular performance reviews, and lead the team to achieve core business KPIs.Resource & Vendor Management: Leverage local resources to mobilize vendor support and enhance operational collaboration.Fleet & Distribution Expertise: Possess deep understanding of urban distribution, with proven experience managing fleets of 100+ vehicles daily.Cost & Talent Optimization: Demonstrate expertise in transportation cost reduction, driver management, and professional training.

北京三快科技有限公司

从事实验室音响、功放、话筒、调音台、音频处理器等相关音频设备产品性能检测工作，音频设备检测标准方法研究工作。

中国机械工业集团有限公司

机械/制造

职位介绍
岗位职责：

1.落实各项研发体系质量管理制度，确保研发活动符合GLP/GMP/ICH等法规要求以及公司的研发质量管理规章制度;

2.起草和完善研发质量管理文件，完成培训并监督执行，包括但不限于变更、偏差、研发过程的风险评估、技术转移等;

3.负责对中试生产和研发各个环节开展必要的质量监控工作，确保产生的各项数据真实、完整、可追溯;

4.开展与研发实际需求相适应的验证、确认、校验校准管理工作；

5.审核产品质量标准和工艺规程类质量文件，监督临床试验用药品的生产和包装;

6.协助研发团队应对国内外监管机构的现场核查和注册申报(如NMPA、FDA、EMA)；

7.对研发外包服务（如CRO、CDMO）和物料供应商进行质量评估和审计，确保合作方符合质量要求。

岗位要求：

1.药学、化学、生物或医学相关专业，本科及以上学历;

2.具备临床QA经验、或两年及以上质量管理(QA)经验，或三年及以上药品研发工作经验；

3.然悉药品研发生产质量法规，具备一定的药物研发或检验经验者优先;

4.具备一定的英语读、写能力，熟练应用电脑及办公软件;

5.严谨细致，责任心强，具备优秀的沟通协调能力和团队合作精神。

职位介绍
岗位职责：

1.落实各项研发体系质量管理制度，确保研发活动符合GLP/GMP/ICH等法规要求以及公司的研发质量管理规章制度;

2.起草和完善研发质量管理文件，完成培训并监督执行，包括但不限于变更、偏差、研发过程的风险评估、技术转移等;

3.负责对中试生产和研发各个环节开展必要的质量监控工作，确保产生的各项数据真实、完整、可追溯;

4.开展与研发实际需求相适应的验证、确认、校验校准管理工作；

5.审核产品质量标准和工艺规程类质量文件，监督临床试验用药品的生产和包装;

6.协助研发团队应对国内外监管机构的现场核查和注册申报(如NMPA、FDA、EMA)；

7.对研发外包服务（如CRO、CDMO）和物料供应商进行质量评估和审计，确保合作方符合质量要求。

岗位要求：

1.药学、化学、生物或医学相关专业，本科及以上学历;

2.具备临床QA经验、或两年及以上质量管理(QA)经验，或三年及以上药品研发工作经验；

3.然悉药品研发生产质量法规，具备一定的药物研发或检验经验者优先;

4.具备一定的英语读、写能力，熟练应用电脑及办公软件;

5.严谨细致，责任心强，具备优秀的沟通协调能力和团队合作精神。

上海医药集团股份有限公司

Core Responsibilities
·      AI Quality Assessment Framework & Standards
o  Establish and maintain quality evaluation criteria for Large Language Models (LLMs), covering accuracy, safety, compliance, and instruction-following capabilities.
o  Design evaluation workflows combining automation and human-in-the-loop assessment to quantify model performance regularly.
·      End-to-End Quality Control & Risk Management
o  Own regression testing and acceptance testing for model iterations, enforcing quality gates to prevent performance degradation before launch.
o  Monitor online performance to mine for badcases, identifying model hallucinations, logic errors, or experience defects, and issue timely risk alerts.
·      Issue-Driven Improvement & Closed-Loop Management
o  Lead Root Cause Analysis (RCA) for quality issues, precisely diagnosing whether failures stem from data, prompts, or model architecture.
o  Drive algorithm, product, and operations teams to resolve quality defects, track the fix rate and conduct re-validation to ensure a closed-loop process.
·      Cross-functional Collaboration
o  Bridge the gap between business needs and technical implementation, ensuring the AI delivers real value to users.
Key Qualifications and Experience
·      Educational Background: Full-time bachelor's degree or higher.
·      Work Experience: 3+ years of experience in internet product operations. Hands-on experience in LLM/AIGC product
operations is highly preferred.
·      Professional Skills:
o  Mastery of AI evaluation methodologies (e.g., Golden Dataset construction, Human Evaluation SOPs).
o  Sharp eye for detail ("bug hunting" mindset) with the ability to mine potential risks from massive data.
o  Familiarity with Prompt Engineering to reproduce or verify issues (focus on validation rather than daily maintenance).
·      Soft Skills: Strong cross-functional communication skills; ability to use data to influence and drive cross-functional partners to solve complex problems.
·      Language Skills: Proficiency in written and spoken English.
·      Preferred Qualifications: Project management experience is a plus.

上海携程商务有限公司

互联网

1、负责编制小卡领域自制零部件/总成的产品质量检验规范（标准）、检验作业文件的会签；

2、负责小卡领域自制零部件/总成产品审核；

3、负责小卡领域过程审核推进和过程审核符合率提升工作；

4、负责协调、检查、指导分管小卡领域产品质量的控制与确认工作；

5、负责小卡领域过程产品一致性监督和对日常质量问题的协调处理；

6、负责小卡领域负责不合格品的确认、仲裁及质量问题的整改验证工作；

7、负责定期对小卡领域过程产品质量的统计、分析、报告和过程质量监察工作；

8、负责小卡领域新产品制造质量保证及自制新产品质量认可。

中国第一汽车集团有限公司

汽车