Cdga | how can we do well in data governance?

In recent years, many enterprises are doing data governance because they need digital transformation , But it did not achieve the desired effect , Even many have failed , So how can we do well in data governance ？
Actually , Data governance is a system level project for enterprises , In the implementation process, all departments and all employees of the enterprise will be involved , You need to have sufficient permissions 、 High level attention 、 Experienced technology and strong execution .

The specific power points of data governance are reflected in the following points ：
1、 Build a data governance team , Give actual administrative authority
Senior managers of enterprises should set up a team with sufficient knowledge of data governance , Have enough working experience in the enterprise , Data governance team with sufficient management experience , And continue to pay attention behind the scenes , Give sufficient authority , Ensure the cooperation of employees in all departments .
2、 Evaluate data quality , Determine data governance tasks
Before starting the data governance task , The data governance team should focus on data integrity 、 accuracy 、 timeliness 、 Uniformity 、 Uniqueness as a standard , Evaluate the current data quality of enterprises from the perspective of data analysis , Determine data governance tasks based on feedback .
3、 Standardize business process , Create rule documents
The data governance team can choose from the business process , That is, the source of data generation , Standardize it 、 Process 、 Standardized treatment , And establish relevant business rule documents , Ensure that the business department can maintain the awareness of data governance in the flow of personnel .
4、 Confirm business indicators , Data hierarchy
In data governance , Index the data 、 Label classification is very important , The data governance team can communicate and coordinate with business personnel , And require cooperation to establish a corresponding index system for business data , Divide core data indicators , To classify .
5、 Carry out information construction , Optimize data mechanism
The data management team can carry out information construction for enterprises , Install business information system , So that the business data can be automatically transmitted to the corresponding database , Further more , And deploy business intelligence BI, Let the data in different databases pass through ETL Handle , Automatically store to data warehouse .
6、 Establish monitoring and early warning mechanism , Focus on abnormal data
After completing the information construction , Data governance teams can leverage business intelligence BI, Coordinate the analysis and technical personnel to make the visual monitoring page of enterprise core data , according to KPI Develop chart contents for indicators and key business nodes , View the abnormal conditions of the enterprise in real time .
7、 Improve the business data closed loop , Promote the sustainable and healthy development of data
The data governance team can integrate the whole data governance cycle process , Form a complete set of “ Business - data - Handle - Storage - Transfer - utilize - analysis - visualization - early warning - Decision making - Business ” Closed loop process , Let the data be continuously optimized in the process , Continuously improve data quality .
The most indispensable thing to do well in data governance is the data governance talents , Only enough data governance people are involved , The road of enterprise data governance will be smooth , To achieve final success .
In order to solve the urgent demand of society for data management talents , Standardize the digital factor market , Promote the opening and sharing of government data 、 Enhance the value of social data resources 、 Strengthen data resource integration and security protection ,DAMA China has decided to establish a long-term “ Data talent ” Growth plan , Training and certification for individuals .
In order to facilitate domestic data practitioners to learn relevant certification ,DAMA China is represented by the International Data Management Association ( abbreviation “DAMA The international ”) DAMA Based on the knowledge system of data management , Combined with the actual domestic demand , Yes DAMA International data management professional certification ( CDMP ) Test language 、 Examination form 、 Examination content 、 The certificate type is properly localized and reconstructed .

After reconstruction, the certification examination is divided into data management engineers ( CDGA ) And data governance experts ( CDGP ),DAMA China undertakes the proposition work of certification examination , And regularly organize Chinese examinations , Those who pass the exam are DAMA Certificate issued by China . The certificate is valid for three years , get CDGA To apply for certification CDGP Certification examination .

Registration requirements
CDGA： College degree or above ;
CDGP：（* Get it first CDGA Certificate before you can apply for CDGP）
· Doctoral degree holder ;
· After a master's degree , be engaged in IT Related work 1 More than years ;
· After graduation , be engaged in IT Related work 3 More than years ;
· After graduation from junior college , be engaged in IT Related work 5 More than years .