Data modeler vs developer analyst

The differences between data modelers and developer analysts can be seen in a few details. Each job has different responsibilities and duties. While it typically takes 2-4 years to become a data modeler, becoming a developer analyst takes usually requires 4-6 years. Additionally, a data modeler has an average salary of $100,495, which is higher than the $85,279 average annual salary of a developer analyst.

The top three skills for a data modeler include ETL, data analysis and data architecture. The most important skills for a developer analyst are java, C++, and eclipse.

Data modeler vs developer analyst overview

	Data Modeler	Developer Analyst
Yearly salary	$100,495	$85,279
Hourly rate	$48.31	$41.00
Growth rate	9%	9%
Number of jobs	81,645	219,524
Job satisfaction	-	-
Most common degree	Bachelor's Degree, 70%	Bachelor's Degree, 72%
Average age	46	43
Years of experience	4	6

What does a data modeler do?

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.

What does a developer analyst do?

A developer analyst is an individual who is responsible for building application requirements and develops database solutions that allow operational efficiency and user-friendly tools. Developer analysts are required to develop a detailed definition of business solutions that can include database design, data flow, and transaction processing requirements. They work with other teams to design and implement a web application that manages internal processes and can result in increased productivity. Developer analysts are also required to perform integration tests for various vendors for services that are according to business requirements and testing processes.

Data modeler vs developer analyst salary

Data modelers and developer analysts have different pay scales, as shown below.

	Data Modeler	Developer Analyst
Average salary	$100,495	$85,279
Salary range	Between $73,000 And $138,000	Between $64,000 And $113,000
Highest paying City	San Francisco, CA	Seattle, WA
Highest paying state	California	Delaware
Best paying company	Meta	Meta
Best paying industry	Pharmaceutical	Finance

Differences between data modeler and developer analyst education

There are a few differences between a data modeler and a developer analyst in terms of educational background:

	Data Modeler	Developer Analyst
Most common degree	Bachelor's Degree, 70%	Bachelor's Degree, 72%
Most common major	Computer Science	Computer Science
Most common college	-	Stanford University

Data modeler vs developer analyst demographics

Here are the differences between data modelers' and developer analysts' demographics:

	Data Modeler	Developer Analyst
Average age	46	43
Gender ratio	Male, 71.0% Female, 29.0%	Male, 63.0% Female, 37.0%
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, 9.8% Unknown, 5.0% Hispanic or Latino, 11.0% Asian, 17.8% White, 56.3% American Indian and Alaska Native, 0.2%
LGBT Percentage	6%	8%

Differences between data modeler and developer analyst duties and responsibilities

Data modeler example responsibilities.

Lead efforts to analyze data for source/target mappings, create T-SQL scripts for data processing.
Involve in data governance processes relate to data quality and information management, managing the metadata repository etc.
Accomplish at designing dashboards and data summaries for technical and non-technical audiences and facilitating implementation of business strategies and missions.
Design the data marts in dimensional data modeling using star and snowflake schemas.
Develop data architecture prototypes and data models including ETL staging models, audit control models and traditional data warehouse dimension/fact models.
Work extensively with XML schema generation.

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Developer analyst example responsibilities.

Manage API interfaces with third party platforms.
Implement the third party vendor's API to accomplish this effort.
Manage project requirements gathering, analysis, scope, design, development, QA, UAT resolution and providing ongoing support.
Create a completely automate and fully manage desktop management solution.
Manage communications- newsletter, SharePoint, calendars, meetings, executive presentations.
Administer and manage the document output solution and modernize ERP electronic documents.

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Data modeler vs developer analyst skills

Common data modeler skills

ETL, 6%
Data Analysis, 6%
Data Architecture, 6%
Physical Data Models, 5%
Data Warehouse, 5%
Tableau, 5%

Common developer analyst skills

Java, 11%
C++, 7%
Eclipse, 5%
HTML, 4%
SQL Server, 4%
Architecture, 4%

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Updated January 8, 2025

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