How To Become An Analytical Data Miner: What It Is and Career Path

What is an analytical data miner and how to become one

Updated January 8, 2025

3 min read

Quoted Expert

Dr. Darek Nalle

This is not related to the mining of minerals, but the data you retrieve might be just as valuable. An analytical data miner analyses large volumes of data to formulate and derive patterns and trends. The derived trends can be used to make decisions in a variety of areas ranging from marketing to credit risk and fraud detection. In order to extract, analyze and derive trends from data, you would make use of statistical software. As an analytical data miner, you would also use the trends you have derived to determine the reasons for an organization's successes or failures. Therefore, you need to have advanced knowledge of computer programming and artificial intelligence.

To become an analytical data miner, you need to have obtained a bachelor's degree with coursework related to computer and data science, information systems, and statistics. After obtaining your degree, look out for a position as a data analyst in order to gain the necessary experience. Experience as a data analyst coupled with a Master's degree in your preferred niche will really pave your way into becoming a competitive analytical data miner.

What general advice would you give to an Analytical Data Miner?

Dr. Darek Nalle

Director, University of Oregon

AI and data analytics skills will be crucial for efficiency gains and competitive advantage.

ScoreAnalytical Data MinerUS Average

Salary

6.5

Avg. Salary $83,793

Avg. Salary $59,228

Stability Level

5.0

Growth Rate 21%

Growth Rate 0.3%

Diversity

4.1

Race

American Indian and Alaska Native 0.51%

Asian 11.99%

Black or African American 6.24%

Hispanic or Latino 8.82%

Unknown 4.70%

White 67.73%

Gender

female 39.58%

male 60.42%

Age - 43

Race

American Indian and Alaska Native 3.00%

Asian 7.00%

Black or African American 14.00%

Hispanic or Latino 19.00%

White 57.00%

Gender

female 47.00%

male 53.00%

Age - 43

Stress Level

5.0

Stress level is manageable

7.1 - high

Complexity Level

8.2

Complexity Level is challenging

7 - challenging

Work Life Balance

4.3

Work Life balance is poor

6.4 - fair

Key steps to become an analytical data miner

Explore analytical data miner education requirements

Most common analytical data miner degrees

Bachelor's

64.2 %

Master's

28.4 %

Associate

3.7 %

Start to develop specific analytical data miner skills

Skills	Percentages
Python	12.03%
Tableau	10.75%
Visualization	10.63%
Data Analysis	8.64%
Power Bi	6.63%

Complete relevant analytical data miner training and internships

Accountants spend an average of 6-12 months on post-employment, on-the-job training. New analytical data miners learn the skills and techniques required for their job and employer during this time. The chart below shows how long it takes to gain competency as an analytical data miner based on U.S. Bureau of Labor Statistics data and data from real analytical data miner resumes.

Research analytical data miner duties and responsibilities

Manage weapon system project websites via SharePoint, including troubleshooting technical issues and developing guidelines for public/private information and user permissions.
Produce population behavior GIS health risk assessments base demographics, income & medical data.
Work with carriers to resolve EDI data issues.
Develop SAS programs for demographic data process in UNIX.

Prepare your analytical data miner resume

When your background is strong enough, you can start writing your analytical data miner resume.

You can use Zippia's AI resume builder to make the resume writing process easier while also making sure that you include key information that hiring managers expect to see on an analytical data miner resume. You'll find resume tips and examples of skills, responsibilities, and summaries, all provided by Zippi, your career sidekick.

Choose From 10+ Customizable Analytical Data Miner Resume templates

Build a professional Analytical Data Miner resume in minutes. Browse through our resume examples to identify the best way to word your resume. Then choose from 10+ resume templates to create your Analytical Data Miner resume.

Apply for analytical data miner jobs

Now it's time to start searching for an analytical data miner job. Consider the tips below for a successful job search:

Browse job boards for relevant postings
Consult your professional network
Reach out to companies you're interested in working for directly
Watch out for job scams