Data modeling specialist vs data analyst

The differences between data modeling specialists and data analysts 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 modeling specialist and a data analyst. Additionally, a data modeling specialist has an average salary of $82,130, which is higher than the $74,342 average annual salary of a data analyst.

The top three skills for a data modeling specialist include CAD, GIS and sql server. The most important skills for a data analyst are data analysis, python, and power bi.

Data modeling specialist vs data analyst overview

	Data Modeling Specialist	Data Analyst
Yearly salary	$82,130	$74,342
Hourly rate	$39.49	$35.74
Growth rate	9%	11%
Number of jobs	69,230	167,520
Job satisfaction	-	-
Most common degree	Bachelor's Degree, 61%	Bachelor's Degree, 65%
Average age	46	44
Years of experience	4	4

Data modeling specialist vs data analyst salary

Data modeling specialists and data analysts have different pay scales, as shown below.

	Data Modeling Specialist	Data Analyst
Average salary	$82,130	$74,342
Salary range	Between $61,000 And $110,000	Between $53,000 And $103,000
Highest paying City	Annapolis, MD	Richmond, CA
Highest paying state	Maryland	New Jersey
Best paying company	Chevron	The Citadel
Best paying industry	-	Finance

Differences between data modeling specialist and data analyst education

There are a few differences between a data modeling specialist and a data analyst in terms of educational background:

	Data Modeling Specialist	Data Analyst
Most common degree	Bachelor's Degree, 61%	Bachelor's Degree, 65%
Most common major	Computer Science	Business
Most common college	Carnegie Mellon University	Northwestern University

Data modeling specialist vs data analyst demographics

Here are the differences between data modeling specialists' and data analysts' demographics:

	Data Modeling Specialist	Data Analyst
Average age	46	44
Gender ratio	Male, 64.0% Female, 36.0%	Male, 50.2% Female, 49.8%
Race ratio	Black or African American, 8.4% Unknown, 5.2% Hispanic or Latino, 9.4% Asian, 17.6% White, 58.8% American Indian and Alaska Native, 0.5%	Black or African American, 7.5% Unknown, 4.4% Hispanic or Latino, 8.5% Asian, 14.5% White, 64.9% American Indian and Alaska Native, 0.2%
LGBT Percentage	6%	12%

Differences between data modeling specialist and data analyst duties and responsibilities

Data modeling specialist example responsibilities.

Lead efforts to analyze data for source/target mappings, create T-SQL scripts for data processing.
Assist in the development and maintenance of monthly corporate catastrophe reports for portfolio and accumulation management using RMS's RiskLink application.
Perform validation of SAS programs using various sophisticate techniques and communicate findings to the programmer /data manager/statistician.

Data analyst example responsibilities.

Manage patient s data in UNIX system.
Manage loan performance in Hyperion Financials using SQL and PL/SQL tools.
Manage and contribute to EDI processes ensuring HIPAA compliance and access to clearing house review on individual case status.
Develop Java application to automate reformatting of text files for an internal application.
Execute deterministic modeling and Monte Carlo simulations in MATLAB to achieve greater mathematical confidence in results obtain from analysis.
Manage weapon system project websites via SharePoint, including troubleshooting technical issues and developing guidelines for public/private information and user permissions.

Data modeling specialist vs data analyst skills

Common data modeling specialist skills

CAD, 31%
GIS, 11%
SQL Server, 10%
Analytical Tools, 7%
Physical Data Models, 7%
Statistical Analysis, 6%

Common data analyst skills

Data Analysis, 10%
Python, 7%
Power Bi, 6%
Data Management, 6%
Visualization, 5%
Data Quality, 4%

Data Modeling Specialist vs. similar jobs

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Data Modeling Specialist
Data Modeling Specialist vs Data Analyst

Updated January 8, 2025

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