58 lines
2.5 KiB
Markdown
58 lines
2.5 KiB
Markdown
# Tools & technology — research and development manager
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Source: O*NET 30.3 'Software Skills' for 11-9121.00.
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| Software | Category | Hot technology |
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| IBM SPSS Statistics | Analytical or scientific software | yes |
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| SAS | Analytical or scientific software | yes |
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| The MathWorks MATLAB | Analytical or scientific software | yes |
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| Oracle Database | Data base management system software | yes |
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| Microsoft Access | Data base user interface and query software | yes |
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| Structured query language SQL | Data base user interface and query software | yes |
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| Adobe Acrobat | Document management software | yes |
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| Microsoft SharePoint | Document management software | yes |
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| Microsoft Outlook | Electronic mail software | yes |
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| SAP software | Enterprise resource planning ERP software | yes |
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| ESRI ArcGIS software | Geographic information system | yes |
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| Adobe Photoshop | Graphics or photo imaging software | yes |
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| R | Object or component oriented development software | yes |
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| Microsoft Office software | Office suite software | yes |
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| Microsoft PowerPoint | Presentation software | yes |
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| Microsoft Visio | Process mapping and design software | yes |
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| Microsoft Project | Project management software | yes |
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| Microsoft Excel | Spreadsheet software | yes |
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| Microsoft Word | Word processing software | yes |
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| Laboratory information management system LIMS | Analytical or scientific software | |
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| StataCorp Stata | Analytical or scientific software | |
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| STATISTICA | Analytical or scientific software | |
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| SAP Business Objects | Data base reporting software | |
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| Clinical trial management software | Data base user interface and query software | |
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| Integrated development environment IDE software | Development environment software | |
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| Graphics software | Graphics or photo imaging software | |
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| Web browser software | Internet browser software | |
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| IBM Lotus 1-2-3 | Spreadsheet software | |
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<!-- market-evidence -->
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## Market evidence (job-ad analysis, 8 ads, as of 2026-07-19)
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Share of analyzed job ads mentioning the item (threshold ≥ 20 %). Source: JSearch/Adzuna APIs.
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### Tools
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- Microsoft Excel — **25 %**
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- Microsoft Outlook — **12 %**
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- Microsoft PowerPoint — **12 %**
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- Microsoft Word — **12 %**
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- PLM system — **12 %**
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- Microsoft Access — **12 %**
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- Microsoft Dynamics GP — **12 %**
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- R (optional) — **12 %**
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- Python (optional) — **12 %**
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- SAGE X3 — **12 %**
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- SAP PLM — **12 %**
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- SQL — **12 %**
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<!-- market-evidence -->
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