Takeover Tracker
vs

44 shared · 20 different

core competencies

Side-by-Side Comparison

MetricDatabase AdministratorsSoftware Developers, Systems Software
Risk Score34.6%35.4%
Risk TierMedium RiskMedium Risk
Risk Percentile65th67th
Tasks at Risk (>50%)7 / 156 / 15
Median SalaryN/AN/A
EmploymentN/AN/A

Skill Comparison

|

Sorted by largest difference

Engineering and Technology
Design
ProgrammingAI-Vulnerable
Computers and Electronics
Monitor Processes, Materials, or Surroundings
MathematicsAI-Vulnerable
Systems Evaluation
Documenting/Recording Information
Processing Information
Systems AnalysisAI-Augmented
Identifying Objects, Actions, and Events
Quality Control Analysis

Protective Factors

Higher values indicate stronger protection against AI displacement

Database Administrators

29%

total discount

Software Developers, Systems Software

28%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Database Administrators

7 of 15 at risk
72%Specify users and user access levels for each segment of database.
68%Review procedures in database management system manuals for making changes to database.
67%Revise company definition of data as defined in data dictionary.
66%Select and enter codes to monitor database performance and to create production database.
54%Develop methods for integrating different products so they work properly together such as customizing commercial databases to fit specific needs.

Software Developers, Systems Software

6 of 15 at risk
86%Monitor functioning of equipment to ensure system operates in conformance with specifications.
85%Coordinate installation of software system.
69%Prepare reports or correspondence concerning project specifications, activities, or status.
66%Store, retrieve, and manipulate data for analysis of system capabilities and requirements.
55%Design or develop software systems, using scientific analysis and mathematical models to predict and measure outcome and consequences of design.

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Database Administrators2028–2035
Software Developers, Systems Software2028–2035
20242030203520402045

Database Administrators has a longer runway before significant displacement, projected 0 years later than Software Developers, Systems Software.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Database

0

Unique to Software

Combined Protection Strategy

Regardless of which path you choose, focus on these protective factors

Fine Manipulation
Decision Complexity
Regulatory Barriers
Creativity
Database AdministratorsSoftware Developers, Systems Software
Database Administrators vs Software Developers, Systems Software AI Risk — Takeover Tracker