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The differences between data modelers and data administrators can be seen in a few details. Each job has different responsibilities and duties. It typically takes 2-4 years to become both a data modeler and a data administrator. Additionally, a data modeler has an average salary of $100,495, which is higher than the $80,072 average annual salary of a data administrator.
The top three skills for a data modeler include ETL, data analysis and data architecture. The most important skills for a data administrator are data management, java, and profiling.
A data modeler is responsible for designing and creating network systems and applications for efficient and secured data storage solutions. Data modelers work closely with the data management team to identify business needs and execute data modeling techniques for comprehensive analysis. They also strategize in improving existing data systems, upgrading infrastructure, and configuring information for compatibility with every business unit. A data modeler must have excellent technical skills, as well as a strong command of programming languages to modify and optimize data models for smooth navigation and access.
As a data administrator, they support the marketing, sales, finance, and operations departments by providing accurate, complete, and current data to the customer, product, inventory, and vendor. It is the data administrator's responsibility to implement and execute data mining projects and makes reports to provide understanding into sales, marketing, and purchasing opportunities and business trends. The role would also include updating information to the company's database and official company website. Moreover, they also do reports about data analysis, forecasting, and other research activities that lead to decision making.
Data modelers and data administrators have different pay scales, as shown below.
| Data Modeler | Data Administrator | |
| Average salary | $100,495 | $80,072 |
| Salary range | Between $73,000 And $138,000 | Between $53,000 And $119,000 |
| Highest paying City | San Francisco, CA | Richmond, CA |
| Highest paying state | California | Louisiana |
| Best paying company | Meta | Southern California Edison |
| Best paying industry | Pharmaceutical | Finance |
There are a few differences between a data modeler and a data administrator in terms of educational background:
| Data Modeler | Data Administrator | |
| Most common degree | Bachelor's Degree, 70% | Bachelor's Degree, 58% |
| Most common major | Computer Science | Business |
| Most common college | - | Stanford University |
Here are the differences between data modelers' and data administrators' demographics:
| Data Modeler | Data Administrator | |
| Average age | 46 | 46 |
| Gender ratio | Male, 71.0% Female, 29.0% | Male, 41.9% Female, 58.1% |
| Race ratio | Black or African American, 6.2% Unknown, 5.1% Hispanic or Latino, 8.1% Asian, 28.6% White, 51.5% American Indian and Alaska Native, 0.5% | Black or African American, 8.0% Unknown, 5.2% Hispanic or Latino, 9.2% Asian, 17.7% White, 59.4% American Indian and Alaska Native, 0.5% |
| LGBT Percentage | 6% | 6% |