Takeover Tracker
vs

50 shared · 16 different

core competencies

Side-by-Side Comparison

MetricSoftware Developers, ApplicationsSoftware Quality Assurance Engineers and Testers
Risk Score35.6%40.9%
Risk TierMedium RiskMedium Risk
Risk Percentile67th83th
Tasks at Risk (>50%)7 / 1512 / 15
Median SalaryN/AN/A
EmploymentN/AN/A

Skill Comparison

|

Sorted by largest difference

Computers and Electronics
Engineering and Technology
Design
Documenting/Recording Information
Systems AnalysisAI-Augmented
MathematicsAI-Vulnerable
Provide Consultation and Advice to Others
ProgrammingAI-Vulnerable
Evaluating Information to Determine Compliance with Standards
Systems Evaluation
Mathematical Reasoning
Interacting With Computers

Protective Factors

Higher values indicate stronger protection against AI displacement

Software Developers, Applications

28%

total discount

Software Quality Assurance Engineers and Testers

28%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Software Developers, Applications

7 of 15 at risk
84%Recommend purchase of equipment to control dust, temperature, and humidity in area of system installation.
83%Coordinate software system installation and monitor equipment functioning to ensure specifications are met.
75%Specify power supply requirements and configuration.
72%Obtain and evaluate information on factors such as reporting formats required, costs, and security needs to determine hardware configuration.
66%Store, retrieve, and manipulate data for analysis of system capabilities and requirements.

Software Quality Assurance Engineers and Testers

12 of 15 at risk
85%Document test procedures to ensure replicability and compliance with standards.
85%Create or maintain databases of known test defects.
83%Conduct software compatibility tests with programs, hardware, operating systems, or network environments.
81%Install, maintain, or use software testing programs.
72%Update automated test scripts to ensure currency.

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Software Developers, Applications20282035
Software Quality Assurance Engineers and Testers20282035
20242030203520402045

Software Developers, Applications has a longer runway before significant displacement, projected 0 years later than Software Quality Assurance Engineers and Testers.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Software

0

Unique to Software

Combined Protection Strategy

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

Creativity
Fine Manipulation
Decision Complexity
Social Intelligence
Software Developers, ApplicationsSoftware Quality Assurance Engineers and Testers