8514d2e352
Gate: 139 -> 78 relevant ads (44% rejected, all logged). Rankings clean of designer artifacts; DACH regional section live; ai-skills 427 -> 73 tiered; SKILL.md with clean intro, full competences, market-driven hot-tech and regeneration-proof overlays. Before/after in docs/reference-diff-ai-engineer.md. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01PDKeXvpT6tENSvyQGLV1Uq
3.9 KiB
3.9 KiB
Tools & technology — biology technician
Source: O*NET 30.3 'Software Skills' for 19-1029.04.
| Software | Category | Hot technology |
|---|---|---|
| IBM SPSS Statistics | Analytical or scientific software | yes |
| The MathWorks MATLAB | Analytical or scientific software | yes |
| Microsoft Access | Data base user interface and query software | yes |
| Structured query language SQL | Data base user interface and query software | yes |
| ESRI ArcGIS software | Geographic information system | yes |
| Adobe Photoshop | Graphics or photo imaging software | yes |
| C++ | Object or component oriented development software | yes |
| Oracle Java | Object or component oriented development software | yes |
| Perl | Object or component oriented development software | yes |
| Python | Object or component oriented development software | yes |
| R | Object or component oriented development software | yes |
| Microsoft Office software | Office suite software | yes |
| Linux | Operating system software | yes |
| UNIX | Operating system software | yes |
| Microsoft PowerPoint | Presentation software | yes |
| Microsoft Excel | Spreadsheet software | yes |
| Microsoft Word | Word processing software | yes |
| Agilent Technologies GeneSpring GX | Analytical or scientific software | |
| Basic Local Alignment Search Tool BLAST | Analytical or scientific software | |
| BioKin PlateKi | Analytical or scientific software | |
| BLAT | Analytical or scientific software | |
| Blue Tractor Software DNADynamo | Analytical or scientific software | |
| CUBIC | Analytical or scientific software | |
| Deoxyribonucleic acid DNA sequence analysis software | Analytical or scientific software | |
| EMBOSS | Analytical or scientific software | |
| EnzymeX | Analytical or scientific software | |
| Excavator | Analytical or scientific software | |
| FASTA | Analytical or scientific software | |
| FoldX | Analytical or scientific software | |
| Gene Codes Sequencher | Analytical or scientific software | |
| Ingenuity Systems Ingenuity Pathways Analysis | Analytical or scientific software | |
| JaMBW | Analytical or scientific software | |
| Joint Prediction of Operons JPOP | Analytical or scientific software | |
| MacVector | Analytical or scientific software | |
| Meyer Instruments Optimas | Analytical or scientific software | |
| Minitab | Analytical or scientific software | |
| NAMD | Analytical or scientific software | |
| Partek Incorporated Partek Genomics Suite | Analytical or scientific software | |
| Phrap | Analytical or scientific software | |
| Phred | Analytical or scientific software | |
| Protein Explorer | Analytical or scientific software | |
| RepeatMasker | Analytical or scientific software | |
| SequentiX TreeMe | Analytical or scientific software | |
| sim4 | Analytical or scientific software | |
| SoftZymics VisualEnzymics | Analytical or scientific software | |
| SURFDriver Software WinSURF | Analytical or scientific software | |
| Textco BioSoftware Gene Inspector | Analytical or scientific software | |
| The Mathworks SimBiology | Analytical or scientific software | |
| VayTek VoxBlast | Analytical or scientific software | |
| Visual Molecular Dynamics VMD | Analytical or scientific software | |
| Wolfram Research Mathematica | Analytical or scientific software | |
| TIBCO Spotfire | Business intelligence and data analysis software | |
| National Instruments LabVIEW | Development environment software | |
| Software development tools | Development environment software | |
| Geographic information system GIS software | Geographic information system | |
| Web browser software | Internet browser software |
Market evidence (job-ad analysis, 25 ads, as of 2026-07-09)
Share of analyzed job ads mentioning the item (threshold ≥ 20 %). Source: JSearch/Adzuna APIs.
Tools
- Microsoft Excel — 20 %