Mathematical Technicians
Apply standardized mathematical formulas, principles, and methodology to technological problems in engineering and physical sciences in relation to specific industrial and research objectives, processes, equipment, and products.
How AI Impacts Each Task
6 tasks analyzed
Reduce raw data to meaningful terms, using the most practical and accurate combination and sequence of computational methods.
Confer with scientific or engineering personnel to plan projects.
Modify standard formulas so that they conform to project needs and data processing methods.
Translate data into numbers, equations, flow charts, graphs, or other forms.
Apply standardized mathematical formulas, principles, and methodology to the solution of technological problems involving engineering or physical science.
Process data for analysis, using computers.
| Task | AI Capability | Risk | Time % | |
|---|---|---|---|---|
| Reduce raw data to meaningful terms, using the most practical and accurate combination and sequence of computational methods. | 75Estimated | 57.0% | 20% | |
| Confer with scientific or engineering personnel to plan projects. | 30Estimated | 27.0% | 10% | |
| Modify standard formulas so that they conform to project needs and data processing methods. | 70Estimated | 55.0% | 15% | |
| Translate data into numbers, equations, flow charts, graphs, or other forms. | 43.38Observed | 66.6% | 15% | |
| Apply standardized mathematical formulas, principles, and methodology to the solution of technological problems involving engineering or physical science. | 47.42Observed | 68.2% | 20% | |
| Process data for analysis, using computers. | 38.4Observed | 64.6% | 20% |
Skill Impact Analysis
AI-Vulnerable Skills (6)
High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.
High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.
High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.
High reliance on Programming is a risk area. Consider developing complementary AI-resistant skills to maintain value.
Information Ordering is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
AI-Resistant Skills (9)
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
Coordination is AI-resistant — strengthening this skill provides durable career protection.
Persuasion is AI-resistant — strengthening this skill provides durable career protection.
Negotiation is AI-resistant — strengthening this skill provides durable career protection.
Manual Dexterity is AI-resistant — strengthening this skill provides durable career protection.
Instructing is AI-resistant — strengthening this skill provides durable career protection.
Service Orientation is AI-resistant — strengthening this skill provides durable career protection.
Equipment Maintenance is AI-resistant — strengthening this skill provides durable career protection.
Recommended Courses
Courses matched to Mathematical Technicians skill gaps, ranked by relevance to your displacement risk profile.
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Upskill to Reduce Risk
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Risk reduction and salary impact are estimates based on skill gap analysis, course relevance, and labor market data. Actual results vary by individual circumstance.
Score History
Risk score over 3 scoring runs
overall change
Last scored March 14, 2026 · Based on BLS employment data and O*NET task analysis