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The differences between business & data analysts and data modelers can be seen in a few details. Each job has different responsibilities and duties. It typically takes 2-4 years to become both a business & data analyst and a data modeler. Additionally, a data modeler has an average salary of $100,495, which is higher than the $75,461 average annual salary of a business & data analyst.
The top three skills for a business & data analyst include data analysis, power bi and visualization. The most important skills for a data modeler are ETL, data analysis, and data architecture.
A business and data analyst is an individual who specializes in utilizing different data-centered strategies in providing analytical services to a company or an organization. Their duties focus on conducting extensive market research and assessments, organizing studies using various techniques and approaches, gathering and analyzing data, performing risk assessments, and spearheading activities such as interviews and surveys. They use their research findings to create plans, establish business forecasts and models, and recommend solutions to optimize business operations.
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.
Business & data analysts and data modelers have different pay scales, as shown below.
| Business & Data Analyst | Data Modeler | |
| Average salary | $75,461 | $100,495 |
| Salary range | Between $55,000 And $101,000 | Between $73,000 And $138,000 |
| Highest paying City | Jersey City, NJ | San Francisco, CA |
| Highest paying state | New Jersey | California |
| Best paying company | Meta | Meta |
| Best paying industry | Finance | Pharmaceutical |
There are a few differences between a business & data analyst and a data modeler in terms of educational background:
| Business & Data Analyst | Data Modeler | |
| Most common degree | Bachelor's Degree, 66% | Bachelor's Degree, 70% |
| Most common major | Business | Computer Science |
| Most common college | Northwestern University | - |
Here are the differences between business & data analysts' and data modelers' demographics:
| Business & Data Analyst | Data Modeler | |
| Average age | 44 | 46 |
| Gender ratio | Male, 54.9% Female, 45.1% | Male, 71.0% Female, 29.0% |
| Race ratio | Black or African American, 7.5% Unknown, 4.5% Hispanic or Latino, 8.5% Asian, 14.6% White, 64.8% American Indian and Alaska Native, 0.2% | 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% |
| LGBT Percentage | 12% | 6% |