Takeover Tracker

vs

44 shared · 25 different

core competencies

Side-by-Side Comparison

MetricComputer and Information Research ScientistsData Warehousing Specialists
Risk Score32.4%40.5%
Risk TierMedium RiskMedium Risk
Risk Percentile53th82th
Tasks at Risk (>50%)5 / 158 / 15
Median SalaryN/AN/A
EmploymentN/AN/A

Skill Comparison

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Sorted by largest difference

Education and Training
Communicating with Persons Outside Organization
English Language
Telecommunications
Documenting/Recording Information
Analyzing Data or Information
MathematicsAI-Vulnerable
Management of Personnel Resources
Systems Evaluation
Judging the Qualities of Things, Services, or People
Active LearningAI-Augmented
Time Management

Protective Factors

Higher values indicate stronger protection against AI displacement

Computer and Information Research Scientists

33%

total discount

Data Warehousing Specialists

27%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Computer and Information Research Scientists

5 of 15 at risk
80%Maintain network hardware and software, direct network security measures, and monitor networks to ensure availability to system users.
78%Approve, prepare, monitor, and adjust operational budgets.
65%Assign or schedule tasks to meet work priorities and goals.
56%Apply theoretical expertise and innovation to create or apply new technology, such as adapting principles for applying computers to new uses.
51%Analyze problems to develop solutions involving computer hardware and software.

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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