Work activity family
Analyze data to improve operations.
Mean exposed share across the 17 detailed activities in this family is 71.2%. computed
Activities in this family
judged| Detailed work activity | Capability (0-4) | Friction (0-15) | Exposed | Band |
|---|---|---|---|---|
| Calculate data to inform organizational operations. | 4 | 2 | 86.7% | exposed |
| Analyze traffic data. | 4 | 2 | 86.7% | exposed |
| Analyze energy usage data. | 4 | 2 | 86.7% | exposed |
| Analyze operational or research data. | 4 | 3 | 80.0% | exposed |
| Analyze operational data to evaluate operations, processes or products. | 4 | 3 | 80.0% | exposed |
| Evaluate energy production data. | 4 | 3 | 80.0% | exposed |
| Analyze logistics processes. | 4 | 3 | 80.0% | exposed |
| Analyze data to assess operational or project effectiveness. | 4 | 3 | 80.0% | exposed |
| Analyze data to identify or resolve operational problems. | 4 | 3 | 80.0% | exposed |
| Analyze shipping information to make routing decisions. | 4 | 3 | 80.0% | exposed |
| Model operational processes. | 4 | 4 | 73.3% | exposed |
| Analyze forecasting data to improve business decisions. | 4 | 4 | 73.3% | exposed |
| Analyze data to inform operational decisions or activities. | 4 | 4 | 73.3% | exposed |
| Interpret research or operational data. | 4 | 5 | 66.7% | exposed |
| Evaluate logistics methods to reduce environmental impact. | 3 | 5 | 50.0% | exposed |
| Analyze data to inform personnel decisions. | 3 | 9 | 30.0% | assisted |
| Analyze jobs using observation, survey, or interview techniques. | 2 | 8 | 23.3% | assisted |
Occupations that do this work
| Occupation | Exposed | Percentile |
|---|---|---|
| Statistical Assistants | 71.0% | 100th |
| Data Scientists | 69.1% | 99th |
| Document Management Specialists | 67.2% | 99th |
| Web and Digital Interface Designers | 65.3% | 98th |
| Logistics Analysts | 63.7% | 98th |
| Cargo and Freight Agents | 63.3% | 97th |
| Credit Analysts | 63.0% | 97th |
| Traffic Technicians | 62.4% | 96th |
| Freight Forwarders | 62.3% | 96th |
| Clinical Data Managers | 61.9% | 96th |
| Bioinformatics Technicians | 61.4% | 96th |
| Online Merchants | 60.7% | 96th |
| Software Quality Assurance Analysts and Testers | 60.2% | 95th |
| Logistics Engineers | 59.5% | 95th |
| Web Administrators | 59.5% | 95th |
| Operations Research Analysts | 57.8% | 94th |
| Computer Systems Analysts | 56.6% | 93th |
| Receptionists and Information Clerks | 56.4% | 93th |
| Energy Auditors | 56.2% | 93th |
| Management Analysts | 54.6% | 92th |
| Computer and Information Research Scientists | 53.0% | 91th |
| Network and Computer Systems Administrators | 52.5% | 90th |
| Climate Change Policy Analysts | 52.1% | 90th |
| Marketing Managers | 51.6% | 89th |
| Logisticians | 49.5% | 88th |