medium risk
Statisticiansvs
51 shared · 18 different
core competencies
medium risk
Computer Systems AnalystsSide-by-Side Comparison
Computer Systems Analysts leads 4–0| Metric | Statisticians | Computer Systems Analysts |
|---|---|---|
| Risk Score | 37.8% | 33.0% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 75th | 57th |
| Tasks at Risk (>50%) | 9 / 15 | 3 / 15 |
| Median Salary | $103,300 | N/A |
| Employment | 30K | N/A |
Skill Comparison
|
Sorted by largest difference
MathematicsAI-Vulnerable
MathematicsAI-Vulnerable
Mathematical Reasoning
Analyzing Data or Information
Interpreting the Meaning of Information for Others
Number Facility
Communicating with Persons Outside Organization
Science
Documenting/Recording Information
Processing Information
Estimating the Quantifiable Characteristics of Products, Events, or Information
Provide Consultation and Advice to Others
Protective Factors
Higher values indicate stronger protection against AI displacement
Statisticians
27%
total discount
Computer Systems Analysts
29%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
Statisticians
9 of 15 at risk71%Process large amounts of data for statistical modeling and graphic analysis, using computers.
70%Report results of statistical analyses, including information in the form of graphs, charts, and tables.
65%Prepare data for processing by organizing information, checking for inaccuracies, and adjusting and weighting the raw data.
53%Analyze and interpret statistical data to identify significant differences in relationships among sources of information.
52%Develop software applications or programming to use for statistical modeling and graphic analysis.
Computer Systems Analysts
3 of 15 at risk85%Develop, document and revise system design procedures, test procedures, and quality standards.
53%Define the goals of the system and devise flow charts and diagrams describing logical operational steps of programs.
51%Troubleshoot program and system malfunctions to restore normal functioning.
50%Use the computer in the analysis and solution of business problems, such as development of integrated production and inventory control and cost analysis systems.
49%Expand or modify system to serve new purposes or improve work flow.
Wage Comparison
StatisticiansComputer Systems Analysts
10th
$60,390N/A
25th
$79,210N/A
Median
$103,300N/A
75th
$137,610N/A
90th
$170,700N/A
Premium Head-to-Head Analysis
Displacement Timeline Comparison
Statisticians2028–2035
Computer Systems Analysts2028–2035
20242030203520402045
Computer Systems Analysts has a longer runway before significant displacement, projected 0 years later than Statisticians.
Transition Feasibility
1%
Skill Overlap
Low overlap — significant retraining needed for transition
0
Unique to Statisticians
0
Unique to Computer
Combined Protection Strategy
Regardless of which path you choose, focus on these protective factors
Fine Manipulation
Decision Complexity
Social Intelligence
Regulatory Barriers
StatisticiansComputer Systems Analysts