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 Administrators20282035
Software Developers, Systems Software20282035
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