AI应用软件工程师 (工业AI方向)_BMG
Bosch Group
AI应用软件工程师 (工业AI方向)_BMG
Job Description
Description
1.了解博世生产--深入博世全自动生产线，了解精益生产过程，专注产品工艺和设备性能，挖掘生产效率和质量的影响因子。
2.设备数据采集--针对影响因子，采用相应的物联网传感器，根据不同的工业通信协议，实时采集数据并存储。
3.生产数据分析--数据清洗，特征工程，采用合适的模型和算法，参数调优，建立数据和生产效率/质量缺陷的关联
4.AI系统集成--将算法模块嵌入MES/SCADA/PLC等工业系统，实现可视化，决策，预警和调优。
Qualifications
1.教育背景：硕士及以上学历，计算机、AI应用，物联网、软件、电气自动化及相关专业;
2.英文：出色的英文书写及口语能力;
3.软件技能：
•有AI相关经验，熟悉大模型框架 Ollama, Xinfernce, LLM开发平台 Dify, FastGPT, RAGFlow， Embedding 和 Rerank模型，向量数据库，模型微调
•有工业背景，熟悉生产数据和自动化设备，有把AI应用于工业场景经验的优先考虑
•熟悉C/C++, C#, Python, Javascript, Node.js 至少一种并有实际软件项目经验
•熟悉Pandas，PySpark, TensorFlow 等技术和框架
•熟练使用常见数据库InfluxDB，PostgreSQL, MongoDB等
•具备数学建模能力（全国大学生数学建模竞赛获奖者优先）
•了解常用工业物联网通信平台及协议，例如Node-Red，MQTT, OPC-UA, EtherCAT, ModBus等
•熟悉Linux系统, Docker技术
•了解MS-Azure Cloud云平台
Additional Info
Company Description
Do you want beneficial technologies being shaped by your ideas? Whether in the areas of mobility solutions, consumer goods, industrial technology or energy and building technology - with us, you will have the chance to improve quality of life all across the globe. Welcome to Bosch.
Locations
- Suzhou, China
Salary
60,000 - 100,000 CNY / yearly
Source: ai estimated
* This is an estimated range based on market data and may vary based on experience and qualifications.
Skills Required
- AI/ML frameworks (Ollama, Xinference, Dify, FastGPT, RAGFlow)intermediate
- Large Language Models, Embedding, Rerank models, Vector databasesintermediate
- Model fine-tuningintermediate
- C/C++, C#, Python, Javascript, Node.jsintermediate
- Pandas, PySpark, TensorFlowintermediate
- InfluxDB, PostgreSQL, MongoDBintermediate
- Industrial IoT protocols (MQTT, OPC-UA, EtherCAT, ModBus)intermediate
- Node-Red, Linux, Dockerintermediate
- MS Azure Cloudintermediate
- Mathematical modelingintermediate
Required Qualifications
- Master’s degree or above in Computer, AI, IoT, Software, Electrical Automation or related fields (experience)
- Excellent English writing and speaking skills (experience)
- AI experience, preferably industrial applications (experience)
- Actual software project experience with listed languages (experience)
Responsibilities
- Understand Bosch production lines, lean processes, product processes, equipment performance, identify efficiency and quality factors
- Equipment data acquisition using IoT sensors and industrial communication protocols, real-time data collection and storage
- Production data analysis: data cleaning, feature engineering, model/algorithm selection, parameter tuning, establish data-efficiency/quality correlations
- AI system integration: embed algorithms into MES/SCADA/PLC systems for visualization, decision-making, alerts, and optimization
Answer 10 quick questions to check your fit for AI应用软件工程师 (工业AI方向)_BMG @ Bosch Group.
AI应用软件工程师 (工业AI方向)_BMG
Bosch Group
AI应用软件工程师 (工业AI方向)_BMG
Job Description
Description
1.了解博世生产--深入博世全自动生产线，了解精益生产过程，专注产品工艺和设备性能，挖掘生产效率和质量的影响因子。
2.设备数据采集--针对影响因子，采用相应的物联网传感器，根据不同的工业通信协议，实时采集数据并存储。
3.生产数据分析--数据清洗，特征工程，采用合适的模型和算法，参数调优，建立数据和生产效率/质量缺陷的关联
4.AI系统集成--将算法模块嵌入MES/SCADA/PLC等工业系统，实现可视化，决策，预警和调优。
Qualifications
1.教育背景：硕士及以上学历，计算机、AI应用，物联网、软件、电气自动化及相关专业;
2.英文：出色的英文书写及口语能力;
3.软件技能：
•有AI相关经验，熟悉大模型框架 Ollama, Xinfernce, LLM开发平台 Dify, FastGPT, RAGFlow， Embedding 和 Rerank模型，向量数据库，模型微调
•有工业背景，熟悉生产数据和自动化设备，有把AI应用于工业场景经验的优先考虑
•熟悉C/C++, C#, Python, Javascript, Node.js 至少一种并有实际软件项目经验
•熟悉Pandas，PySpark, TensorFlow 等技术和框架
•熟练使用常见数据库InfluxDB，PostgreSQL, MongoDB等
•具备数学建模能力（全国大学生数学建模竞赛获奖者优先）
•了解常用工业物联网通信平台及协议，例如Node-Red，MQTT, OPC-UA, EtherCAT, ModBus等
•熟悉Linux系统, Docker技术
•了解MS-Azure Cloud云平台
Additional Info
Company Description
Do you want beneficial technologies being shaped by your ideas? Whether in the areas of mobility solutions, consumer goods, industrial technology or energy and building technology - with us, you will have the chance to improve quality of life all across the globe. Welcome to Bosch.
Locations
- Suzhou, China
Salary
60,000 - 100,000 CNY / yearly
Source: ai estimated
* This is an estimated range based on market data and may vary based on experience and qualifications.
Skills Required
- AI/ML frameworks (Ollama, Xinference, Dify, FastGPT, RAGFlow)intermediate
- Large Language Models, Embedding, Rerank models, Vector databasesintermediate
- Model fine-tuningintermediate
- C/C++, C#, Python, Javascript, Node.jsintermediate
- Pandas, PySpark, TensorFlowintermediate
- InfluxDB, PostgreSQL, MongoDBintermediate
- Industrial IoT protocols (MQTT, OPC-UA, EtherCAT, ModBus)intermediate
- Node-Red, Linux, Dockerintermediate
- MS Azure Cloudintermediate
- Mathematical modelingintermediate
Required Qualifications
- Master’s degree or above in Computer, AI, IoT, Software, Electrical Automation or related fields (experience)
- Excellent English writing and speaking skills (experience)
- AI experience, preferably industrial applications (experience)
- Actual software project experience with listed languages (experience)
Responsibilities
- Understand Bosch production lines, lean processes, product processes, equipment performance, identify efficiency and quality factors
- Equipment data acquisition using IoT sensors and industrial communication protocols, real-time data collection and storage
- Production data analysis: data cleaning, feature engineering, model/algorithm selection, parameter tuning, establish data-efficiency/quality correlations
- AI system integration: embed algorithms into MES/SCADA/PLC systems for visualization, decision-making, alerts, and optimization
Answer 10 quick questions to check your fit for AI应用软件工程师 (工业AI方向)_BMG @ Bosch Group.