feat: software-analyst skill package v0.1.0
This commit is contained in:
skillfactor-pipeline
31
PROVENANCE.md
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PROVENANCE.md
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# Data provenance — software-analyst
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Where the content of this skill package comes from, counted by
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content items (tasks, competences, tools, evidence entries, curated
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knowledge). Rendered live by Gitea:
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```mermaid
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%%{init: {'theme':'base','themeVariables':{'pie1':'#f9a825','pie2':'#1e88e5','pie3':'#ff355e','pie4':'#d97757','pie5':'#8e24aa','pieOuterStrokeWidth':'0px','pieSectionTextColor':'#fff'}}}%%
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pie showData
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title Content sources — software-analyst
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"ESCO (occupation & competences)" : 102
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"O*NET (tasks & tools)" : 360
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"Job boards (market evidence)" : 40
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"Anthropic official Claude skills" : 10
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"External AI skill packs (mapped)" : 99
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```
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| Source | Items | Share | Files |
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|---|---|---|---|
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| ESCO (occupation & competences) | 102 | 16.7 % | references/profile.md, references/skills.md |
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| O*NET (tasks & tools) | 360 | 58.9 % | references/tasks.md, references/tools.md |
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| Job boards (market evidence) | 40 | 6.5 % | references/market.md (full report) + "Market evidence" headline sections |
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| Wikipedia & AI expert curation | 0 | 0.0 % | glossary, literature, usecases, intake, quality, evals/ |
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| Anthropic official Claude skills | 10 | 1.6 % | references/ai-skills.md, section "anthropics/skills" (official Claude Code skills) |
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| External AI skill packs (mapped) | 99 | 16.2 % | references/ai-skills.md (per-source attribution inside) |
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| Stack Exchange practitioner Q&A (CC-BY-SA) | 0 | 0.0 % | references/practitioner-qa.md (per-entry attribution inside) |
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Licensing: O*NET (USDOL/ETA, CC BY 4.0) · ESCO (© European Union) ·
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job-ad evidence via official APIs (JSearch/Adzuna) · Wikipedia content
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paraphrased with source URLs — never copied · external AI skills are
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linked, not copied (Apache-2.0/MIT/source-available, see ai-skills.md).
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61
SKILL.md
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SKILL.md
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---
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name: software-analyst
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description: "Occupational skill for the role 'software analyst' (also: software requirement analyst, programming analyst, software analysts, programmer analyst, application analyst, software requirements analyst). Use when the user asks for typical software analyst work such as: Troubleshoot program and system malfunctions to restore normal functioning.; Provide staff and users with assistance solving computer-related problems, such as malfunctions and program problems.; Test, maintain, and monitor computer programs and systems, including coordinating the installation of computer programs and systems."
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---
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# Software Analyst
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Software analysts elicit and prioritise user requirements, produce and document software specifications, test their application, and review them during software development. They act as the interface between the software users and the software development team.
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## Core workflow
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1. Troubleshoot program and system malfunctions to restore normal functioning.
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2. Provide staff and users with assistance solving computer-related problems, such as malfunctions and program problems.
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3. Test, maintain, and monitor computer programs and systems, including coordinating the installation of computer programs and systems.
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4. Use object-oriented programming languages, as well as client and server applications development processes and multimedia and Internet technology.
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5. Confer with clients regarding the nature of the information processing or computation needs a computer program is to address.
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6. Coordinate and link the computer systems within an organization to increase compatibility so that information can be shared.
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7. Consult with management to ensure agreement on system principles.
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8. Expand or modify system to serve new purposes or improve work flow.
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## How to use this skill
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- Read [references/profile.md](references/profile.md) for the occupation profile and scope.
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- Consult [references/tasks.md](references/tasks.md) for the full task and activity inventory.
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- Check [references/skills.md](references/skills.md) for essential vs. optional competences.
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- Check [references/tools.md](references/tools.md) for the software commonly used in this role.
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- See [references/ai-skills.md](references/ai-skills.md) — matched external AI agent skills (per-source attribution).
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## Key competences (essential)
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- analyse business processes
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- business requirements techniques
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- create data models
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- create software design
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- data models
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- define software architecture
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- define technical requirements
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- design information system
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- develop documentation in accordance with legal requirements
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- develop software prototype
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- execute feasibility study
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- ICT system user requirements
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- identify ICT user needs
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- interact with users to gather requirements
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- legal requirements of ICT products
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## Hot technologies
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- IBM SPSS Statistics
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- SAS
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- The MathWorks MATLAB
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- Docker
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- GitHub
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- Red Hat OpenShift
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- Spring Boot
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- Apache Spark
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- Microsoft Power BI
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- Tableau
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---
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*Sources: ESCO v1.2.1 (http://data.europa.eu/esco/occupation/04ba4d6c-957d-417f-bf63-5b9e015a9f86), O*NET 30.3 (15-1211.00). See manifest.json for licensing/attribution.*
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118
manifest.json
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manifest.json
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{
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"name": "software-analyst",
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"title": "software analyst",
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"version": "0.1.0",
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"layer": "core",
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"language": "en",
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"generated": "2026-07-07",
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"ids": {
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"esco_uri": "http://data.europa.eu/esco/occupation/04ba4d6c-957d-417f-bf63-5b9e015a9f86",
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"esco_code": "2512.2",
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"isco_group": "2512",
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"onet_soc": "15-1211.00",
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"crosswalk_match": "closeMatch"
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},
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"sources": [
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{
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"name": "ESCO",
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"version": "1.2.1",
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"url": "https://esco.ec.europa.eu/"
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},
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{
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"name": "O*NET",
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"version": "30.3",
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"url": "https://www.onetcenter.org/",
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"license": "CC BY 4.0"
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}
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],
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"attribution": "This package includes information from the O*NET Database (v30.3) by the U.S. Department of Labor, Employment and Training Administration (USDOL/ETA), CC BY 4.0. skillfactor is not endorsed by USDOL/ETA. ESCO data (v1.2.1) (c) European Union, used per the ESCO download conditions: https://esco.ec.europa.eu/en/use-esco/download",
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"counts": {
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"tasks": 22,
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"dwas": 26,
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"skills_essential": 19,
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"skills_optional": 82,
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"software": 311
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},
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"enrichment_ai_skills": {
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"generated": "2026-07-14",
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"method": "deterministic mapping (ISCO prefix + title/competence keywords)",
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"sources": {
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"anthropics/skills": {
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"repo": "https://github.com/anthropics/skills",
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"commit": "f6656c1",
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"license": "Apache-2.0; the document skills (docx/pdf/pptx/xlsx) are source-available \u2014 see the LICENSE.txt in the upstream skill folder",
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"skills": 7
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},
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"obra/superpowers": {
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"repo": "https://github.com/obra/superpowers",
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"commit": "d884ae0",
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"license": "MIT (c) Jesse Vincent",
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"skills": 12
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},
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"wshobson/agents": {
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"repo": "https://github.com/wshobson/agents",
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"commit": "6fd3247",
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"license": "MIT (c) Seth Hobson",
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"skills": 12
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},
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"NVIDIA/skills": {
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"repo": "https://github.com/NVIDIA/skills",
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"commit": "153b14b",
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"license": "CC-BY-4.0 (skills/docs), Apache-2.0 (code)",
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"skills": 12
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},
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"veniceai/skills": {
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"repo": "https://github.com/veniceai/skills",
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"commit": "de089fa",
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"license": "MIT",
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"skills": 9
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},
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"google/skills": {
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"repo": "https://github.com/google/skills",
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"commit": "b15f327",
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"license": "Apache-2.0",
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"skills": 12
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},
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"phuryn/pm-skills": {
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"repo": "https://github.com/phuryn/pm-skills",
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"commit": "18468a9",
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"license": "MIT",
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"skills": 9
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},
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"czlonkowski/n8n-skills": {
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"repo": "https://github.com/czlonkowski/n8n-skills",
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"commit": "9ea3aa5",
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"license": "MIT",
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"skills": 12
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}
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},
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"total_skills": 85,
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"tiers": {
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"core": 38,
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"adjacent": 47
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}
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},
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"provenance": {
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"items": {
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"esco": 102,
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"onet": 360,
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"jobads": 40,
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"wiki_ai": 0,
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"anthropic": 10,
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"ai_skills": 99,
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"stackx": 0
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},
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"share_percent": {
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"esco": 16.7,
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"onet": 58.9,
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"jobads": 6.5,
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"wiki_ai": 0.0,
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"anthropic": 1.6,
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"ai_skills": 16.2,
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"stackx": 0.0
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},
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"method": "content items per source category"
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},
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"collar": "white",
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"computer_work": true
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}
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references/ai-skills.md
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# External AI agent skills — software-analyst
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Proven, publicly available AI agent skills mapped to this occupation.
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Nothing is copied from the sources: every entry is a name, a one-line
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summary and a link to the upstream skill package. Each section names
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its source repository, commit, license and retrieval date.
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**Tiers:** `core` = the skill directly exercises a top market hard
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skill, tool or method (from gated job-ad evidence) or an essential
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ESCO competence of this occupation; `adjacent` =
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plausibly useful, secondary. Entries are capped at 12 per source
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and 80 in total per occupation (core first,
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strongest matches survive); everything beyond the caps is excluded
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and logged in the pipeline audit trail, not in this package.
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_Matched deterministically (ISCO group + title/competence keywords,
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tiered against market evidence + ESCO essentials) by
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`pipeline/p5_enrich_ai_skills.py` on 2026-07-14._
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## Source: anthropics/skills
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- Repository: [https://github.com/anthropics/skills](https://github.com/anthropics/skills) (commit `f6656c1`, retrieved 2026-07-14)
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- License: Apache-2.0; the document skills (docx/pdf/pptx/xlsx) are source-available — see the LICENSE.txt in the upstream skill folder
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| Skill | Tier | What it adds | Upstream |
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|---|---|---|---|
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| `docx` | adjacent | Use this skill whenever the user wants to create, read, edit, or manipulate Word documents (.docx files) or Word templates (.dotx files). Triggers include: any mention of 'Word doc', 'word document', '.docx', '.dotx', or requests to … | [source](https://github.com/anthropics/skills/tree/main/skills/docx) |
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| `pdf` | adjacent | Use this skill whenever the user wants to do anything with PDF files. This includes reading or extracting text/tables from PDFs, combining or merging multiple PDFs into one, splitting PDFs apart, rotating pages, adding watermarks, creating … | [source](https://github.com/anthropics/skills/tree/main/skills/pdf) |
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| `skill-creator` | adjacent | Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, edit, or optimize an existing skill, run evals to test a skill, benchmark skill performance with … | [source](https://github.com/anthropics/skills/tree/main/skills/skill-creator) |
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| `xlsx` | adjacent | Use this skill any time a spreadsheet file is the primary input or output. This means any task where the user wants to: open, read, edit, or fix an existing .xlsx, .xlsm, .xltx, .csv, or .tsv file (e.g., adding columns, computing formulas, … | [source](https://github.com/anthropics/skills/tree/main/skills/xlsx) |
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| `mcp-builder` | adjacent | Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python … | [source](https://github.com/anthropics/skills/tree/main/skills/mcp-builder) |
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| `claude-api` | adjacent | Reference for the Claude API / Anthropic SDK — model ids, pricing, params, streaming, tool use, MCP, agents, caching, token counting, model migration. TRIGGER — read BEFORE opening the target file; don't skip because it "looks like a … | [source](https://github.com/anthropics/skills/tree/main/skills/claude-api) |
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| `webapp-testing` | adjacent | Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browser logs. | [source](https://github.com/anthropics/skills/tree/main/skills/webapp-testing) |
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## Source: obra/superpowers
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- Repository: [https://github.com/obra/superpowers](https://github.com/obra/superpowers) (commit `d884ae0`, retrieved 2026-07-14)
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- License: MIT (c) Jesse Vincent
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| Skill | Tier | What it adds | Upstream |
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|---|---|---|---|
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| `brainstorming` | core | You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior. Explores user intent, requirements and design before implementation. | [source](https://github.com/obra/superpowers/tree/main/skills/brainstorming) |
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| `requesting-code-review` | adjacent | Use when completing tasks, implementing major features, or before merging to verify work meets requirements | [source](https://github.com/obra/superpowers/tree/main/skills/requesting-code-review) |
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| `writing-plans` | adjacent | Use when you have a spec or requirements for a multi-step task, before touching code | [source](https://github.com/obra/superpowers/tree/main/skills/writing-plans) |
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| `finishing-a-development-branch` | adjacent | Use when implementation is complete, all tests pass, and you need to decide how to integrate the work - guides completion of development work by presenting structured options for merge, PR, or cleanup | [source](https://github.com/obra/superpowers/tree/main/skills/finishing-a-development-branch) |
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| `receiving-code-review` | adjacent | Use when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable - requires technical rigor and verification, not performative agreement or blind implementation | [source](https://github.com/obra/superpowers/tree/main/skills/receiving-code-review) |
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| `subagent-driven-development` | adjacent | Use when executing implementation plans with independent tasks in the current session | [source](https://github.com/obra/superpowers/tree/main/skills/subagent-driven-development) |
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| `test-driven-development` | adjacent | Use when implementing any feature or bugfix, before writing implementation code | [source](https://github.com/obra/superpowers/tree/main/skills/test-driven-development) |
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| `executing-plans` | adjacent | Use when you have a written implementation plan to execute in a separate session with review checkpoints | [source](https://github.com/obra/superpowers/tree/main/skills/executing-plans) |
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| `using-git-worktrees` | adjacent | Use when starting feature work that needs isolation from current workspace or before executing implementation plans - ensures an isolated workspace exists via native tools or git worktree fallback | [source](https://github.com/obra/superpowers/tree/main/skills/using-git-worktrees) |
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| `dispatching-parallel-agents` | adjacent | Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies | [source](https://github.com/obra/superpowers/tree/main/skills/dispatching-parallel-agents) |
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| `systematic-debugging` | adjacent | Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes | [source](https://github.com/obra/superpowers/tree/main/skills/systematic-debugging) |
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| `verification-before-completion` | adjacent | Use when about to claim work is complete, fixed, or passing, before committing or creating PRs - requires running verification commands and confirming output before making any success claims; evidence before assertions always | [source](https://github.com/obra/superpowers/tree/main/skills/verification-before-completion) |
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## Source: wshobson/agents
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- Repository: [https://github.com/wshobson/agents](https://github.com/wshobson/agents) (commit `6fd3247`, retrieved 2026-07-14)
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- License: MIT (c) Seth Hobson
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| Skill | Tier | What it adds | Upstream |
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|---|---|---|---|
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| `haskell-pro (agent)` | core | Expert Haskell engineer specializing in advanced type systems, pure functional design, and high-reliability software. Use PROACTIVELY for type-level programming, concurrency, and architecture guidance. | [source](https://github.com/wshobson/agents/tree/main/plugins/functional-programming/agents/haskell-pro.md) |
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| `code-documentation-docs-architect (agent)` | core | Creates comprehensive technical documentation from existing codebases. Analyzes architecture, design patterns, and implementation details to produce long-form technical manuals and ebooks. Use PROACTIVELY for system documentation, … | [source](https://github.com/wshobson/agents/tree/main/plugins/code-documentation/agents/docs-architect.md) |
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| `comprehensive-review-architect-review (agent)` | core | Master software architect specializing in modern architecture patterns, clean architecture, microservices, event-driven systems, and DDD. Reviews system designs and code changes for architectural integrity, scalability, and … | [source](https://github.com/wshobson/agents/tree/main/plugins/comprehensive-review/agents/architect-review.md) |
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||||||
|
| `scala-pro (agent)` | core | Master enterprise-grade Scala development with functional programming, distributed systems, and big data processing. Expert in Apache Pekko, Akka, Spark, ZIO/Cats Effect, and reactive architectures. Use PROACTIVELY for Scala system design, … | [source](https://github.com/wshobson/agents/tree/main/plugins/jvm-languages/agents/scala-pro.md) |
|
||||||
|
| `code-documentation-code-reviewer (agent)` | core | Elite code review expert specializing in modern AI-powered code analysis, security vulnerabilities, performance optimization, and production reliability. Masters static analysis tools, security scanning, and configuration review with … | [source](https://github.com/wshobson/agents/tree/main/plugins/code-documentation/agents/code-reviewer.md) |
|
||||||
|
| `sql-optimization-patterns` | core | Master SQL query optimization, indexing strategies, and EXPLAIN analysis to dramatically improve database performance and eliminate slow queries. Use when debugging slow queries, designing database schemas, or optimizing application … | [source](https://github.com/wshobson/agents/tree/main/plugins/developer-essentials/skills/sql-optimization-patterns) |
|
||||||
|
| `debugging-strategies` | core | Master systematic debugging techniques, profiling tools, and root cause analysis to efficiently track down bugs across any codebase or technology stack. Use when investigating bugs, performance issues, or unexpected behavior. | [source](https://github.com/wshobson/agents/tree/main/plugins/developer-essentials/skills/debugging-strategies) |
|
||||||
|
| `uv-package-manager` | core | Master the uv package manager for fast Python dependency management, virtual environments, and modern Python project workflows. Use when setting up Python projects, managing dependencies, or optimizing Python development workflows with uv. | [source](https://github.com/wshobson/agents/tree/main/plugins/python-development/skills/uv-package-manager) |
|
||||||
|
| `code-refactoring-code-reviewer (agent)` | core | Elite code review expert specializing in modern AI-powered code analysis, security vulnerabilities, performance optimization, and production reliability. Masters static analysis tools, security scanning, and configuration review with … | [source](https://github.com/wshobson/agents/tree/main/plugins/code-refactoring/agents/code-reviewer.md) |
|
||||||
|
| `codebase-cleanup-code-reviewer (agent)` | core | Elite code review expert specializing in modern AI-powered code analysis, security vulnerabilities, performance optimization, and production reliability. Masters static analysis tools, security scanning, and configuration review with … | [source](https://github.com/wshobson/agents/tree/main/plugins/codebase-cleanup/agents/code-reviewer.md) |
|
||||||
|
| `comprehensive-review-code-reviewer (agent)` | core | Elite code review expert specializing in modern AI-powered code analysis, security vulnerabilities, performance optimization, and production reliability. Masters static analysis tools, security scanning, and configuration review with … | [source](https://github.com/wshobson/agents/tree/main/plugins/comprehensive-review/agents/code-reviewer.md) |
|
||||||
|
| `git-pr-workflows-code-reviewer (agent)` | core | Elite code review expert specializing in modern AI-powered code analysis, security vulnerabilities, performance optimization, and production reliability. Masters static analysis tools, security scanning, and configuration review with … | [source](https://github.com/wshobson/agents/tree/main/plugins/git-pr-workflows/agents/code-reviewer.md) |
|
||||||
|
|
||||||
|
## Source: google/skills
|
||||||
|
|
||||||
|
- Repository: [https://github.com/google/skills](https://github.com/google/skills) (commit `b15f327`, retrieved 2026-07-14)
|
||||||
|
- License: Apache-2.0
|
||||||
|
|
||||||
|
| Skill | Tier | What it adds | Upstream |
|
||||||
|
|---|---|---|---|
|
||||||
|
| `bigquery-basics` | core | Manages datasets, tables, and jobs in BigQuery. Use when you need to interact with BigQuery, run SQL queries, manage BigQuery resources (datasets, tables, views), or perform basic data ingestion and analysis. | [source](https://github.com/google/skills/tree/b15f327/skills/cloud/bigquery-basics) |
|
||||||
|
| `datalineage-bigquery-asset-impact-analysis` | core | Analyzes the downstream impact (blast radius) when a BigQuery table or view is broken, stale, or modified. Identifies all downstream tables, dashboards, and processes that will be affected. Use when: - Performing a blast radius or impact … | [source](https://github.com/google/skills/tree/b15f327/skills/cloud/datalineage-bigquery-asset-impact-analysis) |
|
||||||
|
| `agent-platform-eval-flywheel` | core | Measures and improves the quality of AI models and agents on Google Cloud using the Eval Quality Flywheel methodology. Use when evaluating an agent or model, building an eval dataset, picking or writing evaluation metrics, analyzing … | [source](https://github.com/google/skills/tree/b15f327/skills/cloud/agent-platform-eval-flywheel) |
|
||||||
|
| `google-analytics-data-api-basics` | core | Manages Google Analytics reporting data, enables the Analytics Data API via the Cloud CLI, and creates reports using the Google Analytics Data API (v1beta). Use when you need to interact with Google Analytics properties, run customized … | [source](https://github.com/google/skills/tree/b15f327/skills/analytics/google-analytics-data-api-basics) |
|
||||||
|
| `gke-observability` | core | Configures GKE observability, including Cloud Logging, Cloud Monitoring, and managed Prometheus. Use when configuring GKE monitoring, setting up GKE logging, or configuring Prometheus metrics collection. Don't use to configure local … | [source](https://github.com/google/skills/tree/b15f327/skills/cloud/gke-observability) |
|
||||||
|
| `cloud-sql-basics` | adjacent | This file generates or explains Cloud SQL resources. Use this file when the user asks to create a Cloud SQL instance or database for MySQL, PostgreSQL, or SQL Server. Cloud SQL manages third-party MySQL, PostgreSQL, and SQL Server … | [source](https://github.com/google/skills/tree/b15f327/skills/cloud/cloud-sql-basics) |
|
||||||
|
| `bigtable-basics` | adjacent | Assists in provisioning instances/tables, designing performant schemas, and querying data in Bigtable. Use when designing Bigtable row keys, configuring column families, writing SQL queries or client library code (Java, Go, Python) for … | [source](https://github.com/google/skills/tree/b15f327/skills/cloud/bigtable-basics) |
|
||||||
|
| `agent-platform-alert-configuration` | adjacent | Configures best-practice alerting policies for Google Cloud Vertex AI / Agent Platform agents on Agent Runtime. Use when analyzing, writing, or deploying alerting policies to monitor agent latency, error rates, and quality metrics … | [source](https://github.com/google/skills/tree/b15f327/skills/cloud/agent-platform-alert-configuration) |
|
||||||
|
| `alloydb-basics` | adjacent | Manages clusters, instances, and backups for AlloyDB for PostgreSQL, and integrates with AlloyDB model context protocol (MCP) tools for automated database operations. | [source](https://github.com/google/skills/tree/b15f327/skills/cloud/alloydb-basics) |
|
||||||
|
| `bigquery-ai-ml` | adjacent | Leverages BigQuery's built-in machine learning and GenAI capabilities for advanced data analytics. Use when you need to write SQL queries that perform time-series forecasting, detect outliers, find key drivers, or leverage generative AI … | [source](https://github.com/google/skills/tree/b15f327/skills/cloud/bigquery-ai-ml) |
|
||||||
|
| `google-analytics-admin-api-basics` | adjacent | Manages Google Analytics account and property settings, enables the Analytics Admin API via the Cloud CLI, lists accounts and properties, and manages data streams, custom dimensions, conversion events, and integrations. Use when you need … | [source](https://github.com/google/skills/tree/b15f327/skills/analytics/google-analytics-admin-api-basics) |
|
||||||
|
| `google-cloud-networking-observability` | adjacent | Investigates Google Cloud networking issues by analyzing logs, metrics, and diagnostics. Use when investigating VPC Flow Logs (including cost estimation), NAT, firewall, or threat logs, querying latency and throughput metrics, or running … | [source](https://github.com/google/skills/tree/b15f327/skills/cloud/google-cloud-networking-observability) |
|
||||||
|
|
||||||
|
## Source: czlonkowski/n8n-skills
|
||||||
|
|
||||||
|
- Repository: [https://github.com/czlonkowski/n8n-skills](https://github.com/czlonkowski/n8n-skills) (commit `9ea3aa5`, retrieved 2026-07-14)
|
||||||
|
- License: MIT
|
||||||
|
|
||||||
|
| Skill | Tier | What it adds | Upstream |
|
||||||
|
|---|---|---|---|
|
||||||
|
| `n8n-agents` | core | Design n8n AI agents the right way. Use when building or editing any @n8n/n8n-nodes-langchain.* AI node — an AI Agent, LLM chain, Text Classifier, or Information Extractor — and whenever the user mentions AI agents, LLM with tools, tool … | [source](https://github.com/czlonkowski/n8n-skills/tree/9ea3aa5/skills/n8n-agents) |
|
||||||
|
| `n8n-binary-and-data` | core | Handle files and binary data in n8n correctly. Use when working with files, images, PDFs, attachments, uploads or downloads, base64, vision/multimodal input, or when an AI agent needs a file as tool input or output — and whenever the user … | [source](https://github.com/czlonkowski/n8n-skills/tree/9ea3aa5/skills/n8n-binary-and-data) |
|
||||||
|
| `n8n-code-javascript` | core | Write JavaScript code in n8n Code nodes. Use when writing JavaScript in n8n, using $input/$json/$node syntax, making HTTP requests with this.helpers / the $helpers global, working with dates using DateTime, troubleshooting Code node … | [source](https://github.com/czlonkowski/n8n-skills/tree/9ea3aa5/skills/n8n-code-javascript) |
|
||||||
|
| `n8n-code-tool` | core | Write JavaScript or Python for the n8n Custom Code Tool (@n8n/n8n-nodes-langchain.toolCode) — the AI-agent-callable tool, NOT the workflow Code node. Use when building a Code Tool attached to an AI Agent, writing code that an LLM will … | [source](https://github.com/czlonkowski/n8n-skills/tree/9ea3aa5/skills/n8n-code-tool) |
|
||||||
|
| `n8n-expression-syntax` | core | Validate n8n expression syntax and fix common errors. Use when writing n8n expressions, using {{}} syntax, accessing $json/$node variables, troubleshooting expression errors, mapping data between nodes, or referencing webhook data in … | [source](https://github.com/czlonkowski/n8n-skills/tree/9ea3aa5/skills/n8n-expression-syntax) |
|
||||||
|
| `n8n-subworkflows` | adjacent | Build reusable, composable n8n sub-workflows. Use when extracting shared logic, building anything multi-step or reused across workflows, or any workflow over ~10 nodes — and whenever the user mentions sub-workflows, Execute Workflow, … | [source](https://github.com/czlonkowski/n8n-skills/tree/9ea3aa5/skills/n8n-subworkflows) |
|
||||||
|
| `n8n-code-python` | adjacent | Write Python code in n8n Code nodes. Use when writing Python in n8n, using _input/_json/_node syntax, working with standard library, or need to understand Python limitations in n8n Code nodes. Use this skill when the user specifically … | [source](https://github.com/czlonkowski/n8n-skills/tree/9ea3aa5/skills/n8n-code-python) |
|
||||||
|
| `n8n-error-handling` | adjacent | Wire n8n error handling so failures are loud, structured, and recoverable. Use when building any webhook/API workflow, a scheduled or unattended workflow, or any path where a silent failure would drop user-visible work — and whenever the … | [source](https://github.com/czlonkowski/n8n-skills/tree/9ea3aa5/skills/n8n-error-handling) |
|
||||||
|
| `n8n-multi-instance` | adjacent | Use when an n8n-mcp account targets more than one n8n instance — i.e. the `n8n_instances` tool is available, the user mentions multiple n8n instances or environments (prod vs staging, several teams or clients), a workflow / datatable / … | [source](https://github.com/czlonkowski/n8n-skills/tree/9ea3aa5/skills/n8n-multi-instance) |
|
||||||
|
| `n8n-self-hosting` | adjacent | Deploy a production self-hosted n8n end-to-end to a fresh Linux VM over SSH, using Docker Compose behind a Caddy reverse proxy with automatic HTTPS. Use whenever the user wants to self-host, install, set up, provision, or deploy n8n on … | [source](https://github.com/czlonkowski/n8n-skills/tree/9ea3aa5/skills/n8n-self-hosting) |
|
||||||
|
| `n8n-workflow-patterns` | adjacent | Proven workflow architectural patterns from real n8n workflows. Use when building new workflows, designing workflow structure, choosing workflow patterns, planning workflow architecture, or asking about webhook processing, HTTP API … | [source](https://github.com/czlonkowski/n8n-skills/tree/9ea3aa5/skills/n8n-workflow-patterns) |
|
||||||
|
| `using-n8n-mcp-skills` | adjacent | Use when building, editing, validating, testing, or debugging an n8n workflow through the n8n-mcp MCP server — designing a flow, configuring a node, writing an expression or Code node, wiring credentials, or fixing one that misbehaves. The … | [source](https://github.com/czlonkowski/n8n-skills/tree/9ea3aa5/skills/using-n8n-mcp-skills) |
|
||||||
|
|
||||||
|
## Source: NVIDIA/skills
|
||||||
|
|
||||||
|
- Repository: [https://github.com/NVIDIA/skills](https://github.com/NVIDIA/skills) (commit `153b14b`, retrieved 2026-07-14)
|
||||||
|
- License: CC-BY-4.0 (skills/docs), Apache-2.0 (code)
|
||||||
|
|
||||||
|
| Skill | Tier | What it adds | Upstream |
|
||||||
|
|---|---|---|---|
|
||||||
|
| `hsb-app` | core | Discover and run Holoscan Sensor Bridge example applications on a connected devkit. Filters available apps by the user's platform, HSB software version, board type, and sensors. Supports timed execution, failure analysis, code-edit … | [source](https://github.com/NVIDIA/skills/tree/153b14b/skills/hsb-app) |
|
||||||
|
| `cuopt-server-api-python` | core | cuOpt REST server — start server, endpoints, Python/curl client examples. Use when the user is deploying or calling the REST API. | [source](https://github.com/NVIDIA/skills/tree/153b14b/skills/cuopt-server-api-python) |
|
||||||
|
| `vss-generate-video-report` | core | Use this skill when producing a VSS analysis report — Mode A per-clip VLM, Mode B incident-range via video-analytics. Not for standalone video summarization, real-time alerts or ad-hoc Q&A. | [source](https://github.com/NVIDIA/skills/tree/153b14b/skills/vss-generate-video-report) |
|
||||||
|
| `nemo-retriever` | core | Use when the user wants to search, query, extract, transcribe, describe, quote, filter, or aggregate across documents — PDFs, scanned forms / images (`.jpg` `.png` `.tiff`), Office (`.docx` `.pptx`), text (`.html` `.txt`), audio (`.mp3` … | [source](https://github.com/NVIDIA/skills/tree/153b14b/skills/nemo-retriever) |
|
||||||
|
| `tilegym-monkey-patch-kernels-to-transformers` | core | Integrate TileGym kernels into Hugging Face `transformers` models by replacing the library's submodule(s) and certain class(es)' implementations, and patching certain class(es)' init/forward/load weight methods prior to instantiating … | [source](https://github.com/NVIDIA/skills/tree/153b14b/skills/tilegym-monkey-patch-kernels-to-transformers) |
|
||||||
|
| `earth2studio-discover` | core | Find Earth2Studio models, data sources, and examples for a weather/climate use case. Do NOT use for writing inference code, downloading data, or installation. | [source](https://github.com/NVIDIA/skills/tree/153b14b/skills/earth2studio-discover) |
|
||||||
|
| `earth2studio-install` | core | Guide installing Earth2Studio via uv or pip, selecting model extras, and configuring the environment. Do NOT use for writing inference code, choosing models, or PhysicsNeMo questions. | [source](https://github.com/NVIDIA/skills/tree/153b14b/skills/earth2studio-install) |
|
||||||
|
| `holoscan-install-source` | core | Build Holoscan SDK from source via the in-tree ./run script. Use only when published packages don't meet the user's needs. | [source](https://github.com/NVIDIA/skills/tree/153b14b/skills/holoscan-install-source) |
|
||||||
|
| `nemo-mbridge-multi-node-slurm` | core | Convert single-node scripts to multi-node Slurm sbatch jobs and debug common multi-node failures. Covers srun-native vs uv run torch.distributed approaches, container setup, NCCL timeouts, OOM sizing for MoE models, and interactive … | [source](https://github.com/NVIDIA/skills/tree/153b14b/skills/nemo-mbridge-multi-node-slurm) |
|
||||||
|
| `tao-finetune-cosmos-reason` | core | Cosmos3-Nano video QA supervised fine-tuning with FSDP parallelism. Use when training or evaluating video question-answering models, fine-tuning Cosmos3-Nano or compatible Cosmos Reason models with SFT/LoRA, or working with Cosmos-RL. … | [source](https://github.com/NVIDIA/skills/tree/153b14b/skills/tao-finetune-cosmos-reason) |
|
||||||
|
| `tao-run-automl-deft-pipeline` | core | Run the canonical NVIDIA AOI three-phase training pipeline — Phase 1 AutoML baseline (HPO), Phase 2 DEFT loop (RCA → SDG → mining → plain-train retrain), Phase 3 AutoML refinement on the DEFT-augmented dataset. Use when the user asks to … | [source](https://github.com/NVIDIA/skills/tree/153b14b/skills/tao-run-automl-deft-pipeline) |
|
||||||
|
| `nv-reason-cxr` | core | Used for command-shape or live NV-Reason-CXR chest X-ray reasoning smoke tests. Not for diagnosis or clinical reporting. | [source](https://github.com/NVIDIA/skills/tree/153b14b/skills/nv-reason-cxr) |
|
||||||
|
|
||||||
|
## Source: phuryn/pm-skills
|
||||||
|
|
||||||
|
- Repository: [https://github.com/phuryn/pm-skills](https://github.com/phuryn/pm-skills) (commit `18468a9`, retrieved 2026-07-14)
|
||||||
|
- License: MIT
|
||||||
|
|
||||||
|
| Skill | Tier | What it adds | Upstream |
|
||||||
|
|---|---|---|---|
|
||||||
|
| `cohort-analysis` | core | Perform cohort analysis on user engagement data — retention curves, feature adoption trends, and segment-level insights. Use when analyzing user retention by cohort, studying feature adoption over time, investigating churn patterns, or … | [source](https://github.com/phuryn/pm-skills/tree/18468a9/pm-data-analytics/skills/cohort-analysis) |
|
||||||
|
| `lean-canvas` | core | Generate a Lean Canvas with problem, solution, metrics, cost structure, UVP, unfair advantage, channels, segments, and revenue. Use when exploring a lean startup canvas, testing a business hypothesis, or modeling a new venture. | [source](https://github.com/phuryn/pm-skills/tree/18468a9/pm-product-strategy/skills/lean-canvas) |
|
||||||
|
| `ab-test-analysis` | core | Analyze A/B test results with statistical significance, sample size validation, confidence intervals, and ship/extend/stop recommendations. Use when evaluating experiment results, checking if a test reached significance, interpreting split … | [source](https://github.com/phuryn/pm-skills/tree/18468a9/pm-data-analytics/skills/ab-test-analysis) |
|
||||||
|
| `metrics-dashboard` | adjacent | Define and design a product metrics dashboard with key metrics, data sources, visualization types, and alert thresholds. Use when creating a metrics dashboard, defining KPIs, setting up product analytics, or building a data monitoring plan. | [source](https://github.com/phuryn/pm-skills/tree/18468a9/pm-product-discovery/skills/metrics-dashboard) |
|
||||||
|
| `north-star-metric` | adjacent | Define a North Star Metric and 3-5 supporting input metrics that form a metrics constellation. Classify the business game (Attention, Transaction, Productivity) and validate against 7 criteria for an effective North Star. Use when choosing … | [source](https://github.com/phuryn/pm-skills/tree/18468a9/pm-marketing-growth/skills/north-star-metric) |
|
||||||
|
| `gtm-strategy` | adjacent | Create a go-to-market strategy covering marketing channels, messaging, success metrics, and launch timeline. Use when planning a product launch, creating a GTM plan from scratch, or defining a launch strategy for a new market. | [source](https://github.com/phuryn/pm-skills/tree/18468a9/pm-go-to-market/skills/gtm-strategy) |
|
||||||
|
| `product-strategy` | adjacent | Create a comprehensive product strategy using the 9-section Product Strategy Canvas — vision, segments, costs, value propositions, trade-offs, metrics, growth, capabilities, and defensibility. Use when building a product strategy, creating … | [source](https://github.com/phuryn/pm-skills/tree/18468a9/pm-product-strategy/skills/product-strategy) |
|
||||||
|
| `dummy-dataset` | adjacent | Generate realistic dummy datasets for testing with customizable columns, constraints, and output formats (CSV, JSON, SQL, Python script). Use when creating test data, building mock datasets, or generating sample data for development and … | [source](https://github.com/phuryn/pm-skills/tree/18468a9/pm-execution/skills/dummy-dataset) |
|
||||||
|
| `sql-queries` | adjacent | Generate SQL queries from natural language descriptions. Supports BigQuery, PostgreSQL, MySQL, and other dialects. Reads database schemas from uploaded diagrams or documentation. Use when writing SQL, building data reports, exploring … | [source](https://github.com/phuryn/pm-skills/tree/18468a9/pm-data-analytics/skills/sql-queries) |
|
||||||
|
|
||||||
|
## Source: veniceai/skills
|
||||||
|
|
||||||
|
- Repository: [https://github.com/veniceai/skills](https://github.com/veniceai/skills) (commit `de089fa`, retrieved 2026-07-14)
|
||||||
|
- License: MIT
|
||||||
|
|
||||||
|
| Skill | Tier | What it adds | Upstream |
|
||||||
|
|---|---|---|---|
|
||||||
|
| `venice-characters` | adjacent | Discover and use Venice public characters (persona-driven system prompts with a bound model). Covers GET /characters (search/filter/sort), /characters/{slug}, /characters/{slug}/reviews, the Character schema, and how to apply a character … | [source](https://github.com/veniceai/skills/tree/de089fa/skills/venice-characters) |
|
||||||
|
| `venice-auth` | adjacent | Authenticate to the Venice API with a Bearer API key or with an x402 / SIWE wallet. Covers header formats, the SIWE message fields, TTL and nonce rules, the venice-x402-client SDK, and how to choose between the two modes. | [source](https://github.com/veniceai/skills/tree/de089fa/skills/venice-auth) |
|
||||||
|
| `venice-embeddings` | adjacent | Call POST /embeddings on Venice. Covers request shape (input, model, encoding_format, dimensions, user), OpenAI compatibility, response compression (gzip/br), and practical usage for retrieval, clustering, and RAG. | [source](https://github.com/veniceai/skills/tree/de089fa/skills/venice-embeddings) |
|
||||||
|
| `venice-api-keys` | adjacent | Manage Venice API keys. Covers GET/POST/PATCH/DELETE /api_keys, GET /api_keys/{id}, GET /api_keys/rate_limits, GET /api_keys/rate_limits/log, the two-step /api_keys/generate_web3_key wallet flow, INFERENCE vs ADMIN key types, and per-key … | [source](https://github.com/veniceai/skills/tree/de089fa/skills/venice-api-keys) |
|
||||||
|
| `venice-api-overview` | adjacent | High-level map of the Venice.ai API - base URL, authentication modes, endpoint categories, response headers, pricing model, error shape, and versioning. Load this first when starting any Venice integration. | [source](https://github.com/veniceai/skills/tree/de089fa/skills/venice-api-overview) |
|
||||||
|
| `venice-errors` | adjacent | Handle Venice API errors correctly. Covers the StandardError / DetailedError / ContentViolationError / X402InferencePaymentRequired body shapes, every meaningful status code (400, 401, 402, 403, 415, 422, 429, 500, 503, 504), the 402 … | [source](https://github.com/veniceai/skills/tree/de089fa/skills/venice-errors) |
|
||||||
|
| `venice-image-edit` | adjacent | Transform existing images with Venice. Covers POST /image/edit (prompt-driven single-image edit), /image/multi-edit (compose 1-3 images), /image/upscale (2-4x upscale + enhance), and /image/background-remove. Accepts base64, file upload, … | [source](https://github.com/veniceai/skills/tree/de089fa/skills/venice-image-edit) |
|
||||||
|
| `venice-image-generate` | adjacent | Generate images with Venice. Covers POST /image/generate (Venice-native), POST /images/generations (OpenAI-compatible), GET /image/styles (style presets), request fields (prompt, dimensions, cfg_scale, seed, variants, style_preset, … | [source](https://github.com/veniceai/skills/tree/de089fa/skills/venice-image-generate) |
|
||||||
|
| `venice-responses` | adjacent | Use Venice's Alpha POST /responses endpoint - an OpenAI-compatible Responses API with typed output blocks (reasoning, message, function_call, web_search_call). Covers request shape, streaming, differences from /chat/completions, supported … | [source](https://github.com/veniceai/skills/tree/de089fa/skills/venice-responses) |
|
||||||
87
references/market.md
Normal file
87
references/market.md
Normal file
@@ -0,0 +1,87 @@
|
|||||||
|
# Market evidence report — software-analyst
|
||||||
|
|
||||||
|
Source: **23 real job ads** (JSearch API, countries: us 23), extracted into the MSSQL evidence store; as of 2026-07-19.
|
||||||
|
This report contains extracted, aggregated facts only — no ad text is
|
||||||
|
reproduced (copyright / platform terms).
|
||||||
|
|
||||||
|
## Seniority distribution
|
||||||
|
|
||||||
|
| Seniority | Ads | Share |
|
||||||
|
|---|---|---|
|
||||||
|
| mid | 13 | 57 % |
|
||||||
|
| senior | 7 | 30 % |
|
||||||
|
| n/a | 2 | 9 % |
|
||||||
|
| lead | 1 | 4 % |
|
||||||
|
|
||||||
|
## Tools — full market ranking
|
||||||
|
|
||||||
|
| # | Item | Ads | Share |
|
||||||
|
|---|---|---|---|
|
||||||
|
| 1 | Oracle | 3 | 13 % |
|
||||||
|
|
||||||
|
## Hard skills — full market ranking
|
||||||
|
|
||||||
|
| # | Item | Ads | Share |
|
||||||
|
|---|---|---|---|
|
||||||
|
| 1 | systems analysis | 5 | 22 % |
|
||||||
|
| 2 | application development | 3 | 13 % |
|
||||||
|
| 3 | data analysis | 3 | 13 % |
|
||||||
|
| 4 | problem solving | 3 | 13 % |
|
||||||
|
| 5 | software design | 3 | 13 % |
|
||||||
|
| 6 | technical documentation | 3 | 13 % |
|
||||||
|
|
||||||
|
## Methods — full market ranking
|
||||||
|
|
||||||
|
| # | Item | Ads | Share |
|
||||||
|
|---|---|---|---|
|
||||||
|
|
||||||
|
## Responsibilities — full market ranking
|
||||||
|
|
||||||
|
| # | Item | Ads | Share |
|
||||||
|
|---|---|---|---|
|
||||||
|
|
||||||
|
## Regional breakdown
|
||||||
|
|
||||||
|
> **Corpus note:** 23 relevant ads in total — below the 100-ad target for a fully reliable ranking. Percentages above should be read as indicative.
|
||||||
|
|
||||||
|
### US (us)
|
||||||
|
|
||||||
|
**Insufficient evidence** — 23 ads (minimum for a regional ranking: 30). No ranking is reported for this region.
|
||||||
|
|
||||||
|
### UK (gb)
|
||||||
|
|
||||||
|
**Insufficient evidence** — 0 ads (minimum for a regional ranking: 30). No ranking is reported for this region.
|
||||||
|
|
||||||
|
### EU/DACH (de, at, ch, nl)
|
||||||
|
|
||||||
|
**Insufficient evidence** — 0 ads (minimum for a regional ranking: 30). No ranking is reported for this region.
|
||||||
|
|
||||||
|
|
||||||
|
## Job title variants in the market
|
||||||
|
|
||||||
|
| Title | Ads |
|
||||||
|
|---|---|
|
||||||
|
| Program Analyst | 2 |
|
||||||
|
| Computer Software/Integration Analyst (Senior) | 1 |
|
||||||
|
| Healthcare Systems Analyst | 1 |
|
||||||
|
| Jr Software Analyst | 1 |
|
||||||
|
| Program Analyst - Systems Engineering | 1 |
|
||||||
|
| Programmer Analyst 2 | 1 |
|
||||||
|
| Programmer/Analyst Advisor | 1 |
|
||||||
|
| Programming Analyst | 1 |
|
||||||
|
| Requirements Analyst - DoD Budget & Financial Systems - (Hybrid-Remote) - McLean, VA; position requi | 1 |
|
||||||
|
| Requirements Analyst Faculty Specialist 15 | 1 |
|
||||||
|
| Senior / Program Analyst (5419) | 1 |
|
||||||
|
| Senior Computer System Analyst | 1 |
|
||||||
|
| Senior Lead Software Analyst - Army Systems, Agile | 1 |
|
||||||
|
| Senior Principal Systems Analyst / Remote | 1 |
|
||||||
|
| Senior Programmer/Analyst | 1 |
|
||||||
|
| Senior Systems Analyst | 1 |
|
||||||
|
| Software Analyst - Design & Development, Relocation Support | 1 |
|
||||||
|
| Software Analyst - Expert | 1 |
|
||||||
|
| Software Analyst (C#) | 1 |
|
||||||
|
| Software Analysts | 1 |
|
||||||
|
| System Analyst Senior | 1 |
|
||||||
|
| Systems Analyst | 1 |
|
||||||
|
|
||||||
|
Methodology: entities extracted per ad ({hard_skills, tools, methods, responsibilities, seniority}), normalized, counted as DISTINCT ads per entity; report threshold ≥ 3 ads. Headline sections in skills.md/tools.md use the stricter ≥ 20 % threshold.
|
||||||
24
references/profile.md
Normal file
24
references/profile.md
Normal file
@@ -0,0 +1,24 @@
|
|||||||
|
# Occupation profile — software analyst
|
||||||
|
|
||||||
|
- **ESCO URI:** http://data.europa.eu/esco/occupation/04ba4d6c-957d-417f-bf63-5b9e015a9f86
|
||||||
|
- **ESCO code:** 2512.2
|
||||||
|
- **ISCO-08 group:** 2512 — Software developers
|
||||||
|
- **O*NET-SOC:** 15-1211.00 — Computer Systems Analysts (match: closeMatch)
|
||||||
|
|
||||||
|
## Description (ESCO)
|
||||||
|
|
||||||
|
Software analysts elicit and prioritise user requirements, produce and document software specifications, test their application, and review them during software development. They act as the interface between the software users and the software development team.
|
||||||
|
|
||||||
|
## Definition
|
||||||
|
|
||||||
|
nan
|
||||||
|
|
||||||
|
## Alternative labels
|
||||||
|
|
||||||
|
- software requirement analyst
|
||||||
|
- programming analyst
|
||||||
|
- software analysts
|
||||||
|
- programmer analyst
|
||||||
|
- application analyst
|
||||||
|
- software requirements analyst
|
||||||
|
- analyst of software
|
||||||
122
references/skills.md
Normal file
122
references/skills.md
Normal file
@@ -0,0 +1,122 @@
|
|||||||
|
# Competences — software analyst
|
||||||
|
|
||||||
|
Source: ESCO v1.2.1 occupation-skill relations (http://data.europa.eu/esco/occupation/04ba4d6c-957d-417f-bf63-5b9e015a9f86).
|
||||||
|
|
||||||
|
## Essential
|
||||||
|
|
||||||
|
- **analyse business processes** (skill/competence)
|
||||||
|
- **business requirements techniques** (knowledge)
|
||||||
|
- **create data models** (skill/competence)
|
||||||
|
- **create software design** (skill/competence)
|
||||||
|
- **data models** (knowledge)
|
||||||
|
- **define software architecture** (skill/competence)
|
||||||
|
- **define technical requirements** (skill/competence)
|
||||||
|
- **design information system** (skill/competence)
|
||||||
|
- **develop documentation in accordance with legal requirements** (skill/competence)
|
||||||
|
- **develop software prototype** (skill/competence)
|
||||||
|
- **execute feasibility study** (skill/competence)
|
||||||
|
- **ICT system user requirements** (knowledge)
|
||||||
|
- **identify ICT user needs** (skill/competence)
|
||||||
|
- **interact with users to gather requirements** (skill/competence)
|
||||||
|
- **legal requirements of ICT products** (knowledge)
|
||||||
|
- **manage ICT legacy implication** (skill/competence)
|
||||||
|
- **software architecture models** (knowledge)
|
||||||
|
- **software design methodologies** (knowledge)
|
||||||
|
- **translate requirements into visual design** (skill/competence)
|
||||||
|
|
||||||
|
## Optional
|
||||||
|
|
||||||
|
- ABAP (knowledge)
|
||||||
|
- Agile development (knowledge)
|
||||||
|
- Agile project management (knowledge)
|
||||||
|
- AJAX (knowledge)
|
||||||
|
- analyse ICT system (skill/competence)
|
||||||
|
- APL (knowledge)
|
||||||
|
- ASP.NET (knowledge)
|
||||||
|
- Assembly (computer programming) (knowledge)
|
||||||
|
- C# (knowledge)
|
||||||
|
- C++ (knowledge)
|
||||||
|
- COBOL (knowledge)
|
||||||
|
- CoffeeScript (knowledge)
|
||||||
|
- Common Lisp (knowledge)
|
||||||
|
- computer programming (knowledge)
|
||||||
|
- core banking software (knowledge)
|
||||||
|
- create project specifications (skill/competence)
|
||||||
|
- create prototype of user experience solutions (skill/competence)
|
||||||
|
- DevOps (knowledge)
|
||||||
|
- ensure compliance with company regulations (skill/competence)
|
||||||
|
- ensure compliance with legal requirements (skill/competence)
|
||||||
|
- Erlang (knowledge)
|
||||||
|
- Groovy (knowledge)
|
||||||
|
- Haskell (knowledge)
|
||||||
|
- hybrid model (knowledge)
|
||||||
|
- ICT problem management techniques (knowledge)
|
||||||
|
- ICT project management (knowledge)
|
||||||
|
- ICT project management methodologies (knowledge)
|
||||||
|
- identify ICT system weaknesses (skill/competence)
|
||||||
|
- incremental development (knowledge)
|
||||||
|
- inter-organisational middleware system (knowledge)
|
||||||
|
- iterative development (knowledge)
|
||||||
|
- Java (computer programming) (knowledge)
|
||||||
|
- JavaScript (knowledge)
|
||||||
|
- LDAP (knowledge)
|
||||||
|
- lean project management (knowledge)
|
||||||
|
- levels of software testing (knowledge)
|
||||||
|
- LINQ (knowledge)
|
||||||
|
- Lisp (knowledge)
|
||||||
|
- manage ICT project (skill/competence)
|
||||||
|
- manage system testing (skill/competence)
|
||||||
|
- MATLAB (knowledge)
|
||||||
|
- MDX (knowledge)
|
||||||
|
- ML (computer programming) (knowledge)
|
||||||
|
- monitor system performance (skill/competence)
|
||||||
|
- N1QL (knowledge)
|
||||||
|
- Objective-C (knowledge)
|
||||||
|
- object-oriented modelling (knowledge)
|
||||||
|
- Open source model (knowledge)
|
||||||
|
- OpenEdge Advanced Business Language (knowledge)
|
||||||
|
- Outsourcing model (knowledge)
|
||||||
|
- Pascal (computer programming) (knowledge)
|
||||||
|
- Perl (knowledge)
|
||||||
|
- PHP (knowledge)
|
||||||
|
- Process-based management (knowledge)
|
||||||
|
- Prolog (computer programming) (knowledge)
|
||||||
|
- Prototyping development (knowledge)
|
||||||
|
- provide ICT consulting advice (skill/competence)
|
||||||
|
- Python (computer programming) (knowledge)
|
||||||
|
- query languages (knowledge)
|
||||||
|
- R (knowledge)
|
||||||
|
- Rapid application development (knowledge)
|
||||||
|
- resource description framework query language (knowledge)
|
||||||
|
- Ruby (computer programming) (knowledge)
|
||||||
|
- SAP R3 (knowledge)
|
||||||
|
- SAS language (knowledge)
|
||||||
|
- Scala (knowledge)
|
||||||
|
- Scratch (computer programming) (knowledge)
|
||||||
|
- service-oriented modelling (knowledge)
|
||||||
|
- Smalltalk (computer programming) (knowledge)
|
||||||
|
- solve ICT system problems (skill/competence)
|
||||||
|
- SPARK (knowledge)
|
||||||
|
- SPARQL (knowledge)
|
||||||
|
- Spiral development (knowledge)
|
||||||
|
- Swift (computer programming) (knowledge)
|
||||||
|
- trading software (knowledge)
|
||||||
|
- TypeScript (knowledge)
|
||||||
|
- unified modelling language (knowledge)
|
||||||
|
- use an application-specific interface (skill/competence)
|
||||||
|
- VBScript (knowledge)
|
||||||
|
- Visual Basic (knowledge)
|
||||||
|
- Waterfall development (knowledge)
|
||||||
|
- XQuery (knowledge)
|
||||||
|
|
||||||
|
<!-- market-evidence -->
|
||||||
|
|
||||||
|
## Market evidence (job-ad analysis, 23 ads, as of 2026-07-19)
|
||||||
|
|
||||||
|
Share of analyzed job ads mentioning the item (threshold ≥ 20 %). Source: JSearch/Adzuna APIs.
|
||||||
|
|
||||||
|
### Hard skills
|
||||||
|
|
||||||
|
- systems analysis — **22 %**
|
||||||
|
|
||||||
|
<!-- market-evidence -->
|
||||||
57
references/tasks.md
Normal file
57
references/tasks.md
Normal file
@@ -0,0 +1,57 @@
|
|||||||
|
# Tasks & work activities — software analyst
|
||||||
|
|
||||||
|
Source: O*NET 30.3, occupation 15-1211.00 (Computer Systems Analysts).
|
||||||
|
|
||||||
|
## Task statements
|
||||||
|
|
||||||
|
- **[Core]** Troubleshoot program and system malfunctions to restore normal functioning.
|
||||||
|
- **[Core]** Provide staff and users with assistance solving computer-related problems, such as malfunctions and program problems.
|
||||||
|
- **[Core]** Test, maintain, and monitor computer programs and systems, including coordinating the installation of computer programs and systems.
|
||||||
|
- **[Core]** Use object-oriented programming languages, as well as client and server applications development processes and multimedia and Internet technology.
|
||||||
|
- **[Core]** Confer with clients regarding the nature of the information processing or computation needs a computer program is to address.
|
||||||
|
- **[Core]** Coordinate and link the computer systems within an organization to increase compatibility so that information can be shared.
|
||||||
|
- **[Core]** Consult with management to ensure agreement on system principles.
|
||||||
|
- **[Core]** Expand or modify system to serve new purposes or improve work flow.
|
||||||
|
- **[Core]** Determine computer software or hardware needed to set up or alter systems.
|
||||||
|
- **[Core]** Train staff and users to work with computer systems and programs.
|
||||||
|
- **[Core]** Analyze information processing or computation needs and plan and design computer systems, using techniques such as structured analysis, data modeling, and information engineering.
|
||||||
|
- **[Core]** Assess the usefulness of pre-developed application packages and adapt them to a user environment.
|
||||||
|
- **[Core]** Define the goals of the system and devise flow charts and diagrams describing logical operational steps of programs.
|
||||||
|
- **[Core]** Develop, document, and revise system design procedures, test procedures, and quality standards.
|
||||||
|
- **[Core]** Recommend new equipment or software packages.
|
||||||
|
- **[Core]** Read manuals, periodicals, and technical reports to learn how to develop programs that meet staff and user requirements.
|
||||||
|
- **[Core]** Use the computer in the analysis and solution of business problems, such as development of integrated production and inventory control and cost analysis systems.
|
||||||
|
- **[Core]** Specify inputs accessed by the system and plan the distribution and use of the results.
|
||||||
|
- **[Supplemental]** Interview or survey workers, observe job performance, or perform the job to determine what information is processed and how it is processed.
|
||||||
|
- **[Supplemental]** Review and analyze computer printouts and performance indicators to locate code problems, and correct errors by correcting codes.
|
||||||
|
- **[Supplemental]** Supervise computer programmers or other systems analysts or serve as project leaders for particular systems projects.
|
||||||
|
- **[Supplemental]** Prepare cost-benefit and return-on-investment analyses to aid in decisions on system implementation.
|
||||||
|
|
||||||
|
## Detailed work activities
|
||||||
|
|
||||||
|
- Analyze data to identify or resolve operational problems.
|
||||||
|
- Analyze project data to determine specifications or requirements.
|
||||||
|
- Apply information technology to solve business or other applied problems.
|
||||||
|
- Collaborate with others to determine design specifications or details.
|
||||||
|
- Collect data about customer needs.
|
||||||
|
- Configure computer networks.
|
||||||
|
- Coordinate software or hardware installation.
|
||||||
|
- Design integrated computer systems.
|
||||||
|
- Develop diagrams or flow charts of system operation.
|
||||||
|
- Develop testing routines or procedures.
|
||||||
|
- Document design or development procedures.
|
||||||
|
- Estimate time or monetary resources needed to complete projects.
|
||||||
|
- Evaluate utility of software or hardware technologies.
|
||||||
|
- Identify information technology project resource requirements.
|
||||||
|
- Manage information technology projects or system activities.
|
||||||
|
- Modify software programs to improve performance.
|
||||||
|
- Monitor computer system performance to ensure proper operation.
|
||||||
|
- Provide recommendations to others about computer hardware.
|
||||||
|
- Provide technical support for software maintenance or use.
|
||||||
|
- Read documents to gather technical information.
|
||||||
|
- Select production input materials.
|
||||||
|
- Supervise information technology personnel.
|
||||||
|
- Test software performance.
|
||||||
|
- Train others in computer interface or software use.
|
||||||
|
- Troubleshoot issues with computer applications or systems.
|
||||||
|
- Write computer programming code.
|
||||||
317
references/tools.md
Normal file
317
references/tools.md
Normal file
@@ -0,0 +1,317 @@
|
|||||||
|
# Tools & technology — software analyst
|
||||||
|
|
||||||
|
Source: O*NET 30.3 'Software Skills' for 15-1211.00.
|
||||||
|
|
||||||
|
| Software | Category | Hot technology |
|
||||||
|
|---|---|---|
|
||||||
|
| IBM SPSS Statistics | Analytical or scientific software | yes |
|
||||||
|
| SAS | Analytical or scientific software | yes |
|
||||||
|
| The MathWorks MATLAB | Analytical or scientific software | yes |
|
||||||
|
| Docker | Application server software | yes |
|
||||||
|
| GitHub | Application server software | yes |
|
||||||
|
| Red Hat OpenShift | Application server software | yes |
|
||||||
|
| Spring Boot | Application server software | yes |
|
||||||
|
| Apache Spark | Business intelligence and data analysis software | yes |
|
||||||
|
| Microsoft Power BI | Business intelligence and data analysis software | yes |
|
||||||
|
| Tableau | Business intelligence and data analysis software | yes |
|
||||||
|
| Slack | Cloud-based data access and sharing software | yes |
|
||||||
|
| Amazon Web Services AWS CloudFormation | Cloud-based management software | yes |
|
||||||
|
| Oracle Cloud software | Cloud-based management software | yes |
|
||||||
|
| Splunk Enterprise | Cloud-based management software | yes |
|
||||||
|
| Chef | Configuration management software | yes |
|
||||||
|
| Puppet | Configuration management software | yes |
|
||||||
|
| Atlassian JIRA | Content workflow software | yes |
|
||||||
|
| Salesforce software | Customer relationship management CRM software | yes |
|
||||||
|
| Amazon DynamoDB | Data base management system software | yes |
|
||||||
|
| Apache Cassandra | Data base management system software | yes |
|
||||||
|
| Apache Hadoop | Data base management system software | yes |
|
||||||
|
| Apache Hive | Data base management system software | yes |
|
||||||
|
| Elasticsearch | Data base management system software | yes |
|
||||||
|
| MongoDB | Data base management system software | yes |
|
||||||
|
| MySQL | Data base management system software | yes |
|
||||||
|
| NoSQL | Data base management system software | yes |
|
||||||
|
| Oracle Database | Data base management system software | yes |
|
||||||
|
| Oracle PL/SQL | Data base management system software | yes |
|
||||||
|
| Teradata Database | Data base management system software | yes |
|
||||||
|
| Microsoft SQL Server Reporting Services SSRS | Data base reporting software | yes |
|
||||||
|
| Amazon Elastic Compute Cloud EC2 | Data base user interface and query software | yes |
|
||||||
|
| Amazon Redshift | Data base user interface and query software | yes |
|
||||||
|
| Amazon Web Services AWS software | Data base user interface and query software | yes |
|
||||||
|
| IBM DB2 | Data base user interface and query software | yes |
|
||||||
|
| Microsoft Access | Data base user interface and query software | yes |
|
||||||
|
| Microsoft SQL Server | Data base user interface and query software | yes |
|
||||||
|
| ServiceNow | Data base user interface and query software | yes |
|
||||||
|
| Structured query language SQL | Data base user interface and query software | yes |
|
||||||
|
| Transact-SQL | Data base user interface and query software | yes |
|
||||||
|
| Google Analytics | Data mining software | yes |
|
||||||
|
| Apache Kafka | Development environment software | yes |
|
||||||
|
| Apache Maven | Development environment software | yes |
|
||||||
|
| C | Development environment software | yes |
|
||||||
|
| Eclipse IDE | Development environment software | yes |
|
||||||
|
| Go | Development environment software | yes |
|
||||||
|
| Microsoft .NET Framework | Development environment software | yes |
|
||||||
|
| Microsoft Azure software | Development environment software | yes |
|
||||||
|
| Microsoft PowerShell | Development environment software | yes |
|
||||||
|
| Microsoft Visual Basic | Development environment software | yes |
|
||||||
|
| Microsoft Visual Basic for Applications VBA | Development environment software | yes |
|
||||||
|
| Microsoft Visual Studio | Development environment software | yes |
|
||||||
|
| Oracle Java 2 Platform Enterprise Edition J2EE | Development environment software | yes |
|
||||||
|
| Oracle SQL Developer | Development environment software | yes |
|
||||||
|
| Ruby | Development environment software | yes |
|
||||||
|
| Adobe Acrobat | Document management software | yes |
|
||||||
|
| Microsoft SharePoint | Document management software | yes |
|
||||||
|
| Microsoft Outlook | Electronic mail software | yes |
|
||||||
|
| Extensible markup language XML | Enterprise application integration software | yes |
|
||||||
|
| Microsoft SQL Server Integration Services SSIS | Enterprise application integration software | yes |
|
||||||
|
| Oracle PeopleSoft | Enterprise resource planning ERP software | yes |
|
||||||
|
| SAP ERP | Enterprise resource planning ERP software | yes |
|
||||||
|
| SAP software | Enterprise resource planning ERP software | yes |
|
||||||
|
| Ansible software | Expert system software | yes |
|
||||||
|
| Apache Subversion SVN | File versioning software | yes |
|
||||||
|
| Git | File versioning software | yes |
|
||||||
|
| ESRI ArcGIS software | Geographic information system | yes |
|
||||||
|
| Adobe Illustrator | Graphics or photo imaging software | yes |
|
||||||
|
| Adobe Photoshop | Graphics or photo imaging software | yes |
|
||||||
|
| Epic Systems | Medical software | yes |
|
||||||
|
| MEDITECH software | Medical software | yes |
|
||||||
|
| C# | Object or component oriented development software | yes |
|
||||||
|
| C++ | Object or component oriented development software | yes |
|
||||||
|
| jQuery | 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 |
|
||||||
|
| Scala | Object or component oriented development software | yes |
|
||||||
|
| Swift | Object or component oriented development software | yes |
|
||||||
|
| Hibernate ORM | Object oriented data base management software | yes |
|
||||||
|
| PostgreSQL | Object oriented data base management software | yes |
|
||||||
|
| Microsoft Office software | Office suite software | yes |
|
||||||
|
| Apple macOS | Operating system software | yes |
|
||||||
|
| Bash | Operating system software | yes |
|
||||||
|
| Linux | Operating system software | yes |
|
||||||
|
| Microsoft Windows | Operating system software | yes |
|
||||||
|
| Microsoft Windows Server | Operating system software | yes |
|
||||||
|
| Red Hat Enterprise Linux | Operating system software | yes |
|
||||||
|
| Shell script | Operating system software | yes |
|
||||||
|
| UNIX | Operating system software | yes |
|
||||||
|
| UNIX Shell | Operating system software | yes |
|
||||||
|
| Microsoft PowerPoint | Presentation software | yes |
|
||||||
|
| Microsoft Visio | Process mapping and design software | yes |
|
||||||
|
| JUnit | Program testing software | yes |
|
||||||
|
| Selenium | Program testing software | yes |
|
||||||
|
| Atlassian Confluence | Project management software | yes |
|
||||||
|
| Microsoft Project | Project management software | yes |
|
||||||
|
| Microsoft Team Foundation Server | Project management software | yes |
|
||||||
|
| Microsoft Teams | Project management software | yes |
|
||||||
|
| Oracle Primavera Enterprise Project Portfolio Management | Project management software | yes |
|
||||||
|
| Marketo Marketing Automation | Sales and marketing software | yes |
|
||||||
|
| Microsoft Excel | Spreadsheet software | yes |
|
||||||
|
| Cisco Webex | Video conferencing software | yes |
|
||||||
|
| AJAX | Web platform development software | yes |
|
||||||
|
| Apache Tomcat | Web platform development software | yes |
|
||||||
|
| Cascading style sheets CSS | Web platform development software | yes |
|
||||||
|
| Django | Web platform development software | yes |
|
||||||
|
| Google Angular | Web platform development software | yes |
|
||||||
|
| Hypertext markup language HTML | Web platform development software | yes |
|
||||||
|
| JavaScript | Web platform development software | yes |
|
||||||
|
| JavaScript Object Notation JSON | Web platform development software | yes |
|
||||||
|
| Microsoft Active Server Pages ASP | Web platform development software | yes |
|
||||||
|
| Microsoft ASP.NET | Web platform development software | yes |
|
||||||
|
| Node.js | Web platform development software | yes |
|
||||||
|
| PHP | Web platform development software | yes |
|
||||||
|
| React | Web platform development software | yes |
|
||||||
|
| Spring Framework | Web platform development software | yes |
|
||||||
|
| Google Docs | Word processing software | yes |
|
||||||
|
| Microsoft Word | Word processing software | yes |
|
||||||
|
| Access management software | Access software | |
|
||||||
|
| Citrix cloud computing software | Access software | |
|
||||||
|
| Fund accounting software | Accounting software | |
|
||||||
|
| Tax software | Accounting software | |
|
||||||
|
| Cisco Systems CiscoWorks | Administration software | |
|
||||||
|
| Element management software | Administration software | |
|
||||||
|
| Hierarchical simulation program with integrated circuit emphasis HSPICE | Analytical or scientific software | |
|
||||||
|
| Minitab | Analytical or scientific software | |
|
||||||
|
| StataCorp Stata | Analytical or scientific software | |
|
||||||
|
| Structure prediction software | Analytical or scientific software | |
|
||||||
|
| Oracle Application Server | Application server software | |
|
||||||
|
| Oracle WebLogic Server | Application server software | |
|
||||||
|
| Red Hat WildFly | Application server software | |
|
||||||
|
| System and data disaster recovery software | Backup or archival software | |
|
||||||
|
| Veritas NetBackup | Backup or archival software | |
|
||||||
|
| Business intelligence system software | Business intelligence and data analysis software | |
|
||||||
|
| IBM Cognos Impromptu | Business intelligence and data analysis software | |
|
||||||
|
| MicroStrategy | Business intelligence and data analysis software | |
|
||||||
|
| Oracle Business Intelligence Enterprise Edition | Business intelligence and data analysis software | |
|
||||||
|
| Qlik Tech QlikView | Business intelligence and data analysis software | |
|
||||||
|
| IBM WebSphere | Cloud-based management software | |
|
||||||
|
| VMware | Clustering software | |
|
||||||
|
| IBM Domino | Communications server software | |
|
||||||
|
| Time sharing option TSO software | Compiler and decompiler software | |
|
||||||
|
| Computer aided design and drafting CADD software | Computer aided design CAD software | |
|
||||||
|
| Dassault Systemes CATIA | Computer aided design CAD software | |
|
||||||
|
| Electronic design automation EDA software | Computer aided design CAD software | |
|
||||||
|
| OrCAD Capture | Computer aided design CAD software | |
|
||||||
|
| SpectraQuest | Computer aided design CAD software | |
|
||||||
|
| Application management software | Configuration management software | |
|
||||||
|
| Automated installation software | Configuration management software | |
|
||||||
|
| HyperSpace | Configuration management software | |
|
||||||
|
| IBM Rational ClearCase | Configuration management software | |
|
||||||
|
| InstallShield | Configuration management software | |
|
||||||
|
| Patch and update management software | Configuration management software | |
|
||||||
|
| Perforce Helix software | Configuration management software | |
|
||||||
|
| Software distribution software | Configuration management software | |
|
||||||
|
| Systems and application deployment and migration software | Configuration management software | |
|
||||||
|
| Wise Solutions Wise for Windows Installer | Configuration management software | |
|
||||||
|
| Blackbaud The Raiser's Edge | Customer relationship management CRM software | |
|
||||||
|
| Oracle Eloqua | Customer relationship management CRM software | |
|
||||||
|
| Apache Pig | Data base management system software | |
|
||||||
|
| Apache Solr | Data base management system software | |
|
||||||
|
| Relational database management software | Data base management system software | |
|
||||||
|
| SAP Adaptive Server Enterprise | Data base management system software | |
|
||||||
|
| Oracle Business Intelligence Suite | Data base reporting software | |
|
||||||
|
| SAP Crystal Reports | Data base reporting software | |
|
||||||
|
| Blackboard software | Data base user interface and query software | |
|
||||||
|
| Database software | Data base user interface and query software | |
|
||||||
|
| FileMaker Pro | Data base user interface and query software | |
|
||||||
|
| Oracle JDBC | Data base user interface and query software | |
|
||||||
|
| SAP BusinessObjects Desktop Intelligence | Data base user interface and query software | |
|
||||||
|
| Software asset management SAM software | Data base user interface and query software | |
|
||||||
|
| CrossTec NetOp Remote Control | Desktop communications software | |
|
||||||
|
| Remote control software | Desktop communications software | |
|
||||||
|
| Skype | Desktop communications software | |
|
||||||
|
| Stac Software ReachOut | Desktop communications software | |
|
||||||
|
| Symantec pcAnywhere | Desktop communications software | |
|
||||||
|
| Microsoft Publisher | Desktop publishing software | |
|
||||||
|
| Ada | Development environment software | |
|
||||||
|
| Adobe ActionScript | Development environment software | |
|
||||||
|
| Apache Ant | Development environment software | |
|
||||||
|
| Common business oriented language COBOL | Development environment software | |
|
||||||
|
| Embarcadero JBuilder | Development environment software | |
|
||||||
|
| Formula translation/translator FORTRAN | Development environment software | |
|
||||||
|
| IBM Rational ClearQuest | Development environment software | |
|
||||||
|
| IBM Rational Rose XDE | Development environment software | |
|
||||||
|
| Integrated development environment IDE software | Development environment software | |
|
||||||
|
| J | Development environment software | |
|
||||||
|
| Microsoft Visual Basic Scripting Edition VBScript | Development environment software | |
|
||||||
|
| National Instruments LabVIEW | Development environment software | |
|
||||||
|
| OpenAI ChatGPT | Development environment software | |
|
||||||
|
| Symantec Visual Cafe | Development environment software | |
|
||||||
|
| Verilog | Development environment software | |
|
||||||
|
| IBM Notes | Electronic mail software | |
|
||||||
|
| Microsoft Exchange | Electronic mail software | |
|
||||||
|
| Atlassian Bamboo | Enterprise application integration software | |
|
||||||
|
| IBM InfoSphere DataStage | Enterprise application integration software | |
|
||||||
|
| Oracle Fusion Middleware | Enterprise application integration software | |
|
||||||
|
| SAP NetWeaver | Enterprise application integration software | |
|
||||||
|
| SAP NetWeaver BW | Enterprise application integration software | |
|
||||||
|
| WebFOCUS | Enterprise application integration software | |
|
||||||
|
| Microsoft Dynamics | Enterprise resource planning ERP software | |
|
||||||
|
| Microsoft Dynamics GP | Enterprise resource planning ERP software | |
|
||||||
|
| NetSuite ERP | Enterprise resource planning ERP software | |
|
||||||
|
| Oracle Fusion Applications | Enterprise resource planning ERP software | |
|
||||||
|
| Oracle Hyperion | Enterprise resource planning ERP software | |
|
||||||
|
| Oracle JD Edwards EnterpriseOne | Enterprise resource planning ERP software | |
|
||||||
|
| Oracle PeopleSoft Financials | Enterprise resource planning ERP software | |
|
||||||
|
| SAP Business Objects | Enterprise resource planning ERP software | |
|
||||||
|
| IBM Power Systems software | Enterprise system management software | |
|
||||||
|
| Version control software | File versioning software | |
|
||||||
|
| Cost estimating software | Financial analysis software | |
|
||||||
|
| Delphi Technology | Financial analysis software | |
|
||||||
|
| Oracle E-Business Suite Financials | Financial analysis software | |
|
||||||
|
| Geographic information system GIS software | Geographic information system | |
|
||||||
|
| Salesforce Visualforce | Graphical user interface development software | |
|
||||||
|
| Help desk software | Helpdesk or call center software | |
|
||||||
|
| ADP Workforce Now | Human resources software | |
|
||||||
|
| Human resource management software HRMS | Human resources software | |
|
||||||
|
| Oracle Taleo | Human resources software | |
|
||||||
|
| Supervisory control and data acquisition SCADA software | Industrial control software | |
|
||||||
|
| LexisNexis | Information retrieval or search software | |
|
||||||
|
| Blink | Instant messaging software | |
|
||||||
|
| Active directory software | Internet directory services software | |
|
||||||
|
| Voice over internet protocol VoIP system software | Internet protocol IP multimedia subsystem software | |
|
||||||
|
| Healthcare common procedure coding system HCPCS | Medical software | |
|
||||||
|
| Medical condition coding software | Medical software | |
|
||||||
|
| Medical procedure coding software | Medical software | |
|
||||||
|
| Informatica Corporation PowerCenter | Metadata management software | |
|
||||||
|
| Oracle Master Data Management MDM Suite | Metadata management software | |
|
||||||
|
| Quest Erwin Data Modeler | Metadata management software | |
|
||||||
|
| SAP Master Data Management MDM | Metadata management software | |
|
||||||
|
| Slido interaction software | Network conferencing software | |
|
||||||
|
| Nagios | Network monitoring software | |
|
||||||
|
| Network intrusion prevention systems NIPS | Network monitoring software | |
|
||||||
|
| Snort | Network monitoring software | |
|
||||||
|
| Wireshark | Network monitoring software | |
|
||||||
|
| Virtual private networking VPN software | Network security or virtual private network VPN management software | |
|
||||||
|
| Advanced business application programming ABAP | Object or component oriented development software | |
|
||||||
|
| Apache Groovy | Object or component oriented development software | |
|
||||||
|
| Component object model COM software | Object or component oriented development software | |
|
||||||
|
| Distributed component object model DCOM software | Object or component oriented development software | |
|
||||||
|
| Eiffel | Object or component oriented development software | |
|
||||||
|
| Jupyter Notebook | Object or component oriented development software | |
|
||||||
|
| Microsoft ActiveX | Object or component oriented development software | |
|
||||||
|
| Microsoft Visual Basic.NET | Object or component oriented development software | |
|
||||||
|
| Microsoft Visual C# .NET | Object or component oriented development software | |
|
||||||
|
| Objective C | Object or component oriented development software | |
|
||||||
|
| Rapide | Object or component oriented development software | |
|
||||||
|
| Smalltalk | Object or component oriented development software | |
|
||||||
|
| Microsoft Visual FoxPro | Object oriented data base management software | |
|
||||||
|
| Hewlett Packard HP-UX | Operating system software | |
|
||||||
|
| Job control language JCL | Operating system software | |
|
||||||
|
| KornShell | Operating system software | |
|
||||||
|
| Oracle Solaris | Operating system software | |
|
||||||
|
| Ubuntu | Operating system software | |
|
||||||
|
| Diagramming software | Pattern design software | |
|
||||||
|
| Omni Group OmniGraffle | Pattern design software | |
|
||||||
|
| Apache HTTP Server | Portal server software | |
|
||||||
|
| Flow chart software | Process mapping and design software | |
|
||||||
|
| Compatibility testing software | Program testing software | |
|
||||||
|
| Defect tracking software | Program testing software | |
|
||||||
|
| Dynamic analysis software | Program testing software | |
|
||||||
|
| Functional testing software | Program testing software | |
|
||||||
|
| Hewlett Packard LoadRunner | Program testing software | |
|
||||||
|
| IBM Rational PurifyPlus | Program testing software | |
|
||||||
|
| Integration testing software | Program testing software | |
|
||||||
|
| Interoperability testing software | Program testing software | |
|
||||||
|
| Load testing software | Program testing software | |
|
||||||
|
| Migration testing software | Program testing software | |
|
||||||
|
| Mutation testing software | Program testing software | |
|
||||||
|
| Personal computer diagnostic software | Program testing software | |
|
||||||
|
| Recovery testing software | Program testing software | |
|
||||||
|
| Regression testing software | Program testing software | |
|
||||||
|
| Security testing software | Program testing software | |
|
||||||
|
| Static analysis software | Program testing software | |
|
||||||
|
| Stress testing software | Program testing software | |
|
||||||
|
| System testing software | Program testing software | |
|
||||||
|
| Test design software | Program testing software | |
|
||||||
|
| Test implementation software | Program testing software | |
|
||||||
|
| Unit testing software | Program testing software | |
|
||||||
|
| Usability testing software | Program testing software | |
|
||||||
|
| AcmeStudio | Requirements analysis and system architecture software | |
|
||||||
|
| Architecture description language ADL | Requirements analysis and system architecture software | |
|
||||||
|
| Popkin System Architect | Requirements analysis and system architecture software | |
|
||||||
|
| Requirements management software | Requirements analysis and system architecture software | |
|
||||||
|
| Unified modeling language UML | Requirements analysis and system architecture software | |
|
||||||
|
| Amazon Simple Storage Service S3 | Storage networking software | |
|
||||||
|
| McAfee | Transaction security and virus protection software | |
|
||||||
|
| NortonLifeLock cybersecurity software | Transaction security and virus protection software | |
|
||||||
|
| Virus scanning software | Transaction security and virus protection software | |
|
||||||
|
| Customer information control system CICS | Transaction server software | |
|
||||||
|
| Microsoft Internet Information Services (IIS) | Transaction server software | |
|
||||||
|
| Sun Microsystems Sun ONE | Transaction server software | |
|
||||||
|
| Web server software | Transaction server software | |
|
||||||
|
| YouTube | Video creation and editing software | |
|
||||||
|
| Adobe Dreamweaver | Web page creation and editing software | |
|
||||||
|
| Adobe ColdFusion | Web platform development software | |
|
||||||
|
| Adobe Flex | Web platform development software | |
|
||||||
|
| Apache Struts | Web platform development software | |
|
||||||
|
| Backbone.js | Web platform development software | |
|
||||||
|
| Drupal | Web platform development software | |
|
||||||
|
| Dynamic hypertext markup language DHTML | Web platform development software | |
|
||||||
|
| Enterprise JavaBeans | Web platform development software | |
|
||||||
|
| Ext JS | Web platform development software | |
|
||||||
|
| Extensible hypertext markup language XHTML | Web platform development software | |
|
||||||
|
| LAMP Stack | Web platform development software | |
|
||||||
|
| Microsoft ASP.NET Core MVC | Web platform development software | |
|
||||||
|
| Oracle JavaServer Pages JSP | Web platform development software | |
|
||||||
|
| Ruby on Rails | Web platform development software | |
|
||||||
|
| 3M Post-it App | Word processing software | |
|
||||||
Reference in New Issue
Block a user