Evolving

Last Update: 3/13/2026

Your role’s AI Resilience Score is

34.1%

Median Score

Changing Fast

Evolving

Stable

Our confidence in this score:
Medium-high

What does this resilience result mean?

These roles are shifting as AI becomes part of everyday workflows. Expect new responsibilities and new opportunities.

AI Resilience Report for

Database Administrators

They organize and manage data on computers, making sure everything is stored securely and can be accessed quickly when needed.

This role is evolving

The career of a Database Administrator is labeled as "Evolving" because AI is starting to take over some of the repetitive and technical tasks, like performance tuning and generating test data. However, many important tasks still need human skills, such as understanding business needs, planning projects, and ensuring data security.

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Learn more about how you can thrive in this position

View analysis
Chat with Coach
Latest news
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Analysis
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News
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This role is evolving

The career of a Database Administrator is labeled as "Evolving" because AI is starting to take over some of the repetitive and technical tasks, like performance tuning and generating test data. However, many important tasks still need human skills, such as understanding business needs, planning projects, and ensuring data security.

Read full analysis

Contributing Sources

We aggregate scores from multiple models and supplement with employment projections for a more accurate picture of this occupation’s resilience. Expand to view all sources.

AI Resilience

AI Resilience Model v1.0

AI Task Resilience

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Evolving iconEvolving

31.7%

31.7%

Microsoft's Working with AI

AI Applicability

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Changing fast iconChanging fast

14.6%

14.6%

Anthropic's Observed Exposure

AI Resilience

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Changing fast iconChanging fast

12.9%

12.9%

Will Robots Take My Job

Automation Resilience

Learn about this score
Evolving iconEvolving

36.8%

36.8%

Althoff & Reichardt

Economic Growth

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Stable iconStable

72.6%

72.6%

Low Demand

Labor Market Outlook

We use BLS employment projections to complement the AI-focused assessments from other sources.

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Growth Rate (2024-34):

-0.7%

Growth Percentile:

22.8%

Annual Openings:

3,800

Annual Openings Pct:

32.9%

Analysis of Current AI Resilience

Database Administrators

Updated Quarterly • Last Update: 2/17/2026

Analysis
Suggested Actions
State of Automation

What's changing and what's not

Right now, only parts of a DBA’s job are automated. Experts note that AI tools can help with routine technical tasks. For example, the U.S. Bureau of Labor Statistics reports that AI can handle things like writing code, running predictive analyses, or integrating systems [1].

In practice, some database products already use this. Amazon Redshift’s “autonomics” feature uses machine learning to automatically reorganize tables, sort data, and rebuild indexes during low-usage times, taking care of jobs that used to be done by DBAs [2]. Even companies like Microsoft have shown how AI (GPT-3) can quickly generate realistic test data for databases, saving time on testing and error checking [3].

However, many tasks still need human judgment. We didn’t find examples of AI fully taking over planning or training. Requests review, project scoping, team coordination, user training and answering questions, or deciding user access levels are usually still done by people.

Chatbots can answer simple FAQ-type questions, but teaching new users or setting security levels typically needs a real person who knows the company’s needs. In short, AI is starting to do repetitive “behind the scenes” work (like tuning performance or making test data) [1] [2], but tasks that require teamwork, understanding needs, or careful oversight remain human-led.

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AI Adoption

AI in the real world

AI and machine learning are already built into many database tools, which can speed adoption. For instance, cloud database services (Oracle, AWS, Azure, etc.) are adding more AI-based tuning features [2]. This means if a company uses those services, they get some AI benefits automatically.

On the other hand, buying or building new AI systems can cost a lot, and small teams may not have the budget or data to train those tools. Database Administrators tend to be highly paid (over $100K/year on average), so companies weigh whether an AI tool is worth its price.

Several factors may slow AI’s takeover of this role. One is trust and safety: the U.S. government noted that new tech (like self-driving cars) often meets delays due to safety or legal concerns [1]. Similarly, companies are cautious about letting AI control sensitive data or security settings.

Also, experts point out that many organizations first need better data infrastructure before AI can help [1]. If data is messy or scattered, DBAs are needed to fix that before AI tools work well. In fact, a BLS study found that setting up solid database systems is one of the biggest steps needed for businesses to use AI effectively [1].

Overall, AI is making some database tasks faster, but demand for skilled DBAs is still growing (an 8% job growth is projected over 2023–33 [1]). This suggests that AI will change the work more than replace it. Human skills – knowing the business needs, explaining changes to others, and ensuring systems stay secure – will stay important even as DBAs gain helpful AI tools.

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More Career Info

Career: Database Administrators

Employment & Wage Data

Median Wage

$104,620

Jobs (2024)

78,000

Growth (2024-34)

-0.7%

Annual Openings

3,800

Education

Bachelor's degree

Experience

None

Source: Bureau of Labor Statistics, Employment Projections 2024-2034

Task-Level AI Resilience Scores

AI-generated estimates of task resilience over the next 3 years

1

80% ResilienceCore Task

Specify users and user access levels for each segment of database.

2

75% ResilienceSupplemental

Revise company definition of data as defined in data dictionary.

3

70% ResilienceCore Task

Train users and answer questions.

4

70% ResilienceSupplemental

Review workflow charts developed by programmer analyst to understand tasks computer will perform, such as updating records.

5

65% ResilienceCore Task

Work as part of a project team to coordinate database development and determine project scope and limitations.

6

60% ResilienceCore Task

Plan, coordinate and implement security measures to safeguard information in computer files against accidental or unauthorized damage, modification or disclosure.

7

60% ResilienceSupplemental

Identify and evaluate industry trends in database systems to serve as a source of information and advice for upper management.

Tasks are ranked by their AI resilience, with the most resilient tasks shown first. Core tasks are essential functions of this occupation, while supplemental tasks provide additional context.

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