Takeover Tracker

vs

41 shared · 38 different

core competencies

Side-by-Side Comparison

MetricComputer Systems Engineers/ArchitectsData Warehousing Specialists
Risk Score33.5%40.5%
Risk TierMedium RiskMedium Risk
Risk Percentile60th82th
Tasks at Risk (>50%)7 / 158 / 15
Median SalaryN/AN/A
EmploymentN/AN/A

Skill Comparison

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Sorted by largest difference

Engineering and Technology
Guiding, Directing, and Motivating Subordinates
Judging the Qualities of Things, Services, or People
Documenting/Recording Information
Telecommunications
Coordinating the Work and Activities of Others
Provide Consultation and Advice to Others
Communicating with Persons Outside Organization
Operations Analysis
Computers and Electronics
English Language
Scheduling Work and Activities

Protective Factors

Higher values indicate stronger protection against AI displacement

Computer Systems Engineers/Architects

32%

total discount

Data Warehousing Specialists

27%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Computer Systems Engineers/Architects

7 of 15 at risk
86%Monitor system operation to detect potential problems.
72%Document design specifications, installation instructions, and other system-related information.
55%Develop system engineering, software engineering, system integration, or distributed system architectures.
53%Research, test, or verify proper functioning of software patches and fixes.
53%Evaluate current or emerging technologies to consider factors such as cost, portability, compatibility, or usability.

Data Warehousing Specialists

8 of 15 at risk
87%Verify the structure, accuracy, or quality of warehouse data.
86%Create plans, test files, and scripts for data warehouse testing, ranging from unit to integration testing.
71%Create supporting documentation, such as metadata and diagrams of entity relationships, business processes, and process flow.
55%Review designs, codes, test plans, or documentation to ensure quality.
54%Design, implement, or operate comprehensive data warehouse systems to balance optimization of data access with batch loading and resource utilization factors, according to customer requirements.

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