Takeover Tracker

vs

57 shared · 7 different

core competencies

34%medium risk
Computer Programmers

Side-by-Side Comparison

MetricData Warehousing SpecialistsComputer Programmers
Risk Score40.5%34.4%
Risk TierMedium RiskMedium Risk
Risk Percentile82th64th
Tasks at Risk (>50%)8 / 158 / 15
Median SalaryN/AN/A
EmploymentN/AN/A

Skill Comparison

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Sorted by largest difference

ProgrammingAI-Vulnerable
Estimating the Quantifiable Characteristics of Products, Events, or Information
Quality Control Analysis
Computers and Electronics
Engineering and Technology
Monitor Processes, Materials, or Surroundings
Documenting/Recording Information

Protective Factors

Higher values indicate stronger protection against AI displacement

Data Warehousing Specialists

27%

total discount

Computer Programmers

29%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

Computer Programmers

8 of 15 at risk
85%Conduct trial runs of programs and software applications to be sure they will produce the desired information and that the instructions are correct.
71%Compile and write documentation of program development and subsequent revisions, inserting comments in the coded instructions so others can understand the program.
71%Write or contribute to instructions or manuals to guide end users.
57%Develop Web sites.
51%Correct errors by making appropriate changes and rechecking the program to ensure that the desired results are produced.

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