| occupation | skills in this occupation | skills that match database developer | percentage match with database developer | skills not in database developer |
|---|---|---|---|---|
| database administrator | 25 | 10 | 0.555556 | 15 |
| big data archive librarian | 20 | 6 | 0.333333 | 14 |
| data warehouse designer | 26 | 5 | 0.277778 | 21 |
| database integrator | 16 | 5 | 0.277778 | 11 |
| database designer | 27 | 5 | 0.277778 | 22 |
| data entry supervisor | 22 | 4 | 0.222222 | 18 |
| data centre operator | 15 | 4 | 0.222222 | 11 |
| data scientist | 23 | 3 | 0.166667 | 20 |
| data quality specialist | 18 | 3 | 0.166667 | 15 |
| data analyst | 28 | 3 | 0.166667 | 25 |
| data entry clerk | 9 | 3 | 0.166667 | 6 |
| ICT network engineer | 18 | 2 | 0.111111 | 16 |
| system configurator | 14 | 2 | 0.111111 | 12 |
| ICT system administrator | 23 | 2 | 0.111111 | 21 |
| ICT system developer | 19 | 2 | 0.111111 | 17 |
| medical records clerk | 30 | 2 | 0.111111 | 28 |
| digital forensics expert | 20 | 2 | 0.111111 | 18 |
| web developer | 20 | 2 | 0.111111 | 18 |
| ICT security administrator | 19 | 2 | 0.111111 | 17 |
| ICT disaster recovery analyst | 20 | 2 | 0.111111 | 18 |
| ICT network administrator | 27 | 2 | 0.111111 | 25 |
| web content manager | 29 | 2 | 0.111111 | 27 |
| knowledge engineer | 21 | 2 | 0.111111 | 19 |
| ICT intelligent systems designer | 22 | 2 | 0.111111 | 20 |
| ICT system analyst | 25 | 2 | 0.111111 | 23 |
| ICT application developer | 18 | 2 | 0.111111 | 16 |
| ICT system architect | 19 | 2 | 0.111111 | 17 |
| research manager | 16 | 2 | 0.111111 | 14 |
| ICT information and knowledge manager | 24 | 2 | 0.111111 | 22 |
| chief data officer | 12 | 2 | 0.111111 | 10 |
| mobile application developer | 17 | 2 | 0.111111 | 15 |