From 3562e714d99f78c1cce5c2097136920172e41bd1 Mon Sep 17 00:00:00 2001 From: skillfactor-pipeline Date: Fri, 14 Aug 2026 17:32:02 +0200 Subject: [PATCH] feat: ict-disaster-recovery-analyst skill package v0.1.0 --- PROVENANCE.md | 31 +++++++ SKILL.md | 80 +++++++++++++++++ manifest.json | 130 +++++++++++++++++++++++++++ references/ai-skills.md | 194 ++++++++++++++++++++++++++++++++++++++++ references/market.md | 166 ++++++++++++++++++++++++++++++++++ references/profile.md | 23 +++++ references/skills.md | 74 +++++++++++++++ references/tasks.md | 50 +++++++++++ references/tools.md | 44 +++++++++ 9 files changed, 792 insertions(+) create mode 100644 PROVENANCE.md create mode 100644 SKILL.md create mode 100644 manifest.json create mode 100644 references/ai-skills.md create mode 100644 references/market.md create mode 100644 references/profile.md create mode 100644 references/skills.md create mode 100644 references/tasks.md create mode 100644 references/tools.md diff --git a/PROVENANCE.md b/PROVENANCE.md new file mode 100644 index 0000000..bdb17cc --- /dev/null +++ b/PROVENANCE.md @@ -0,0 +1,31 @@ +# Data provenance — ict-disaster-recovery-analyst + +Where the content of this skill package comes from, counted by +content items (tasks, competences, tools, evidence entries, curated +knowledge). Rendered live by Gitea: + +```mermaid +%%{init: {'theme':'base','themeVariables':{'pie1':'#f9a825','pie2':'#1e88e5','pie3':'#ff355e','pie4':'#d97757','pie5':'#8e24aa','pieOuterStrokeWidth':'0px','pieSectionTextColor':'#fff'}}}%% +pie showData + title Content sources — ict-disaster-recovery-analyst + "ESCO (occupation & competences)" : 46 + "O*NET (tasks & tools)" : 80 + "Job boards (market evidence)" : 116 + "Anthropic official Claude skills" : 10 + "External AI skill packs (mapped)" : 116 +``` + +| Source | Items | Share | Files | +|---|---|---|---| +| ESCO (occupation & competences) | 46 | 12.5 % | references/profile.md, references/skills.md | +| O*NET (tasks & tools) | 80 | 21.7 % | references/tasks.md, references/tools.md | +| Job boards (market evidence) | 116 | 31.5 % | references/market.md (full report) + "Market evidence" headline sections | +| Wikipedia & AI expert curation | 0 | 0.0 % | glossary, literature, usecases, intake, quality, evals/ | +| Anthropic official Claude skills | 10 | 2.7 % | references/ai-skills.md, section "anthropics/skills" (official Claude Code skills) | +| External AI skill packs (mapped) | 116 | 31.5 % | references/ai-skills.md (per-source attribution inside) | +| Stack Exchange practitioner Q&A (CC-BY-SA) | 0 | 0.0 % | references/practitioner-qa.md (per-entry attribution inside) | + +Licensing: O*NET (USDOL/ETA, CC BY 4.0) · ESCO (© European Union) · +job-ad evidence via official APIs (JSearch/Adzuna) · Wikipedia content +paraphrased with source URLs — never copied · external AI skills are +linked, not copied (Apache-2.0/MIT/source-available, see ai-skills.md). diff --git a/SKILL.md b/SKILL.md new file mode 100644 index 0000000..92bd247 --- /dev/null +++ b/SKILL.md @@ -0,0 +1,80 @@ +--- +name: ict-disaster-recovery-analyst +description: "Occupational skill for the role 'ICT disaster recovery analyst' (also: business continuity analyst, ICT resilience analysts, IT resilience analyst, IT disaster recovery analyst, business continuity strategist, disaster recovery officer). Use when the user asks for typical ICT disaster recovery analyst work such as: Write reports to summarize testing activities, including descriptions of goals, planning, scheduling, execution, results, analysis, conclusions, and recommendations.; Maintain and update organization information technology applications and network systems blueprints.; Interpret government regulations and applicable codes to ensure compliance." +--- + +# Ict Disaster Recovery Analyst + +ICT disaster recovery analysts develop, maintain, and implement ICT continuity and disaster recovery strategies and solutions. They support the technical teams, assess the risks, design and develop procedures, documentation and strategies for disaster recovery in order for business functions to continue and recover with a minimal loss of data. They also coordinate the system backups tests and validations. + +## Core workflow + +1. Write reports to summarize testing activities, including descriptions of goals, planning, scheduling, execution, results, analysis, conclusions, and recommendations. +2. Maintain and update organization information technology applications and network systems blueprints. +3. Interpret government regulations and applicable codes to ensure compliance. +4. Establish, maintain, or test call trees to ensure appropriate communication during disaster. +5. Design or implement products and services to mitigate risk or facilitate use of technology-based tools and methods. +6. Create business continuity and disaster recovery budgets. +7. Create or administer training and awareness presentations or materials. +8. Attend professional meetings, read literature, and participate in training or other educational offerings to keep abreast of new developments and technologies related to disaster recovery and business continuity. + +## How to use this skill + +- Read [references/profile.md](references/profile.md) for the occupation profile and scope. +- Consult [references/tasks.md](references/tasks.md) for the full task and activity inventory. +- Check [references/skills.md](references/skills.md) for essential vs. optional competences. +- Check [references/tools.md](references/tools.md) for the software commonly used in this role. +- See [references/ai-skills.md](references/ai-skills.md) — matched external AI agent skills (per-source attribution). + +## Key competences (essential) + +- apply company policies +- build business relationships +- conduct impact evaluation of ICT processes on business +- define security policies +- develop information security strategy +- ICT debugging tools +- ICT performance analysis methods +- ICT problem management techniques +- ICT recovery techniques +- identify ICT security risks +- implement ICT recovery system +- maintain plan for continuity of operations +- manage disaster recovery plans +- manage IT security compliances +- manage system security + +## Hot technologies + +- Atlassian JIRA +- Teradata Database +- Microsoft Access +- Microsoft SQL Server +- ServiceNow +- Structured query language SQL +- Adobe Acrobat +- Microsoft SharePoint +- Microsoft Outlook +- Microsoft Office software + + + + +## Hot technologies + +Top tools from 50 gated job ads (see references/market.md, as of 2026-07-12): + +- Microsoft Excel — 18 % +- Microsoft PowerPoint — 16 % +- Microsoft Word — 16 % +- Archer — 10 % +- Microsoft Office — 10 % +- ServiceNow — 10 % +- SharePoint — 10 % +- AWS — 6 % +- Power Automate — 6 % + + + +--- +*Sources: ESCO v1.2.1 (http://data.europa.eu/esco/occupation/102e75c8-3b47-4964-9b47-30a980aed25c), O*NET 30.3 (13-1199.04). See manifest.json for licensing/attribution.* diff --git a/manifest.json b/manifest.json new file mode 100644 index 0000000..64a7391 --- /dev/null +++ b/manifest.json @@ -0,0 +1,130 @@ +{ + "name": "ict-disaster-recovery-analyst", + "title": "ICT disaster recovery analyst", + "version": "0.1.0", + "layer": "core", + "language": "en", + "generated": "2026-07-07", + "ids": { + "esco_uri": "http://data.europa.eu/esco/occupation/102e75c8-3b47-4964-9b47-30a980aed25c", + "esco_code": "2519.4", + "isco_group": "2519", + "onet_soc": "13-1199.04", + "crosswalk_match": "exactMatch" + }, + "sources": [ + { + "name": "ESCO", + "version": "1.2.1", + "url": "https://esco.ec.europa.eu/" + }, + { + "name": "O*NET", + "version": "30.3", + "url": "https://www.onetcenter.org/", + "license": "CC BY 4.0" + } + ], + "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", + "counts": { + "tasks": 21, + "dwas": 20, + "skills_essential": 21, + "skills_optional": 24, + "software": 38 + }, + "enrichment_ai_skills": { + "generated": "2026-07-14", + "method": "deterministic mapping (ISCO prefix + title/competence keywords)", + "sources": { + "anthropics/skills": { + "repo": "https://github.com/anthropics/skills", + "commit": "f6656c1", + "license": "Apache-2.0; the document skills (docx/pdf/pptx/xlsx) are source-available \u2014 see the LICENSE.txt in the upstream skill folder", + "skills": 7 + }, + "obra/superpowers": { + "repo": "https://github.com/obra/superpowers", + "commit": "d884ae0", + "license": "MIT (c) Jesse Vincent", + "skills": 12 + }, + "wshobson/agents": { + "repo": "https://github.com/wshobson/agents", + "commit": "6fd3247", + "license": "MIT (c) Seth Hobson", + "skills": 12 + }, + "NVIDIA/skills": { + "repo": "https://github.com/NVIDIA/skills", + "commit": "153b14b", + "license": "CC-BY-4.0 (skills/docs), Apache-2.0 (code)", + "skills": 12 + }, + "veniceai/skills": { + "repo": "https://github.com/veniceai/skills", + "commit": "de089fa", + "license": "MIT", + "skills": 5 + }, + "LambdaTest/agent-skills": { + "repo": "https://github.com/LambdaTest/agent-skills", + "commit": "54824d6", + "license": "MIT", + "skills": 12 + }, + "cypress-io/ai-toolkit": { + "repo": "https://github.com/cypress-io/ai-toolkit", + "commit": "9c9038e", + "license": "MIT", + "skills": 3 + }, + "google/skills": { + "repo": "https://github.com/google/skills", + "commit": "b15f327", + "license": "Apache-2.0", + "skills": 12 + }, + "phuryn/pm-skills": { + "repo": "https://github.com/phuryn/pm-skills", + "commit": "18468a9", + "license": "MIT", + "skills": 9 + }, + "czlonkowski/n8n-skills": { + "repo": "https://github.com/czlonkowski/n8n-skills", + "commit": "9ea3aa5", + "license": "MIT", + "skills": 12 + } + }, + "total_skills": 96, + "tiers": { + "core": 20, + "adjacent": 76 + } + }, + "provenance": { + "items": { + "esco": 46, + "onet": 80, + "jobads": 116, + "wiki_ai": 0, + "anthropic": 10, + "ai_skills": 116, + "stackx": 0 + }, + "share_percent": { + "esco": 12.5, + "onet": 21.7, + "jobads": 31.5, + "wiki_ai": 0.0, + "anthropic": 2.7, + "ai_skills": 31.5, + "stackx": 0.0 + }, + "method": "content items per source category" + }, + "collar": "white", + "computer_work": true +} \ No newline at end of file diff --git a/references/ai-skills.md b/references/ai-skills.md new file mode 100644 index 0000000..a4b30c5 --- /dev/null +++ b/references/ai-skills.md @@ -0,0 +1,194 @@ +# External AI agent skills — ict-disaster-recovery-analyst + +Proven, publicly available AI agent skills mapped to this occupation. +Nothing is copied from the sources: every entry is a name, a one-line +summary and a link to the upstream skill package. Each section names +its source repository, commit, license and retrieval date. + +**Tiers:** `core` = the skill directly exercises a top market hard +skill, tool or method (from gated job-ad evidence) or an essential +ESCO competence of this occupation; `adjacent` = +plausibly useful, secondary. Entries are capped at 12 per source +and 80 in total per occupation (core first, +strongest matches survive); everything beyond the caps is excluded +and logged in the pipeline audit trail, not in this package. + +_Matched deterministically (ISCO group + title/competence keywords, +tiered against market evidence + ESCO essentials) by +`pipeline/p5_enrich_ai_skills.py` on 2026-07-14._ + +## Source: anthropics/skills + +- Repository: [https://github.com/anthropics/skills](https://github.com/anthropics/skills) (commit `f6656c1`, retrieved 2026-07-14) +- License: Apache-2.0; the document skills (docx/pdf/pptx/xlsx) are source-available — see the LICENSE.txt in the upstream skill folder + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `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) | +| `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) | +| `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) | +| `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) | +| `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) | +| `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) | +| `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) | + +## Source: obra/superpowers + +- Repository: [https://github.com/obra/superpowers](https://github.com/obra/superpowers) (commit `d884ae0`, retrieved 2026-07-14) +- License: MIT (c) Jesse Vincent + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `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) | +| `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) | +| `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) | +| `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) | +| `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) | +| `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) | +| `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) | +| `brainstorming` | adjacent | 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) | +| `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) | +| `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) | +| `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) | +| `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) | + +## Source: wshobson/agents + +- Repository: [https://github.com/wshobson/agents](https://github.com/wshobson/agents) (commit `6fd3247`, retrieved 2026-07-14) +- License: MIT (c) Seth Hobson + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `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) | +| `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) | +| `tdd-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/tdd-workflows/agents/code-reviewer.md) | +| `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) | +| `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) | +| `dependency-management-legacy-modernizer (agent)` | core | Refactor legacy codebases, migrate outdated frameworks, and implement gradual modernization. Handles technical debt, dependency updates, and backward compatibility. Use PROACTIVELY for legacy system updates, framework migrations, or … | [source](https://github.com/wshobson/agents/tree/main/plugins/dependency-management/agents/legacy-modernizer.md) | +| `shellcheck-configuration` | core | Master ShellCheck static analysis configuration and usage for shell script quality. Use when setting up linting infrastructure, fixing code issues, or ensuring script portability. | [source](https://github.com/wshobson/agents/tree/main/plugins/shell-scripting/skills/shellcheck-configuration) | +| `code-refactoring-legacy-modernizer (agent)` | core | Refactor legacy codebases, migrate outdated frameworks, and implement gradual modernization. Handles technical debt, dependency updates, and backward compatibility. Use PROACTIVELY for legacy system updates, framework migrations, or … | [source](https://github.com/wshobson/agents/tree/main/plugins/code-refactoring/agents/legacy-modernizer.md) | +| `auth-implementation-patterns` | adjacent | Master authentication and authorization patterns including JWT, OAuth2, session management, and RBAC to build secure, scalable access control systems. Use when implementing auth systems, securing APIs, or debugging security issues. | [source](https://github.com/wshobson/agents/tree/main/plugins/developer-essentials/skills/auth-implementation-patterns) | + +## Source: cypress-io/ai-toolkit + +- Repository: [https://github.com/cypress-io/ai-toolkit](https://github.com/cypress-io/ai-toolkit) (commit `9c9038e`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `cypress-author` | adjacent | Creates, updates, and fixes Cypress tests (E2E/end-to-end and component tests). Use when the user asks to create tests, add tests, write tests, update tests, test this file/component, new spec, or fix a failing or flaky test. Apply even … | [source](https://github.com/cypress-io/ai-toolkit/tree/9c9038e/skills/cypress-author) | +| `cypress-docs` | adjacent | Search and extract Cypress information from official documentation (docs.cypress.io, cypress.io); prefer LLM markdown under /llm/* and refuse unverified API or behavior claims. | [source](https://github.com/cypress-io/ai-toolkit/tree/9c9038e/skills/cypress-docs) | +| `cypress-explain` | adjacent | Explains Cypress tests (E2E and component tests), and answers questions about Cypress use and behavior. Use when the user asks to explain how a test works, explain how Cypress works, review or critique a test without writing code. Apply … | [source](https://github.com/cypress-io/ai-toolkit/tree/9c9038e/skills/cypress-explain) | + +## 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 | +|---|---|---|---| +| `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) | +| `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) | +| `agent-platform-alert-configuration` | core | 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) | +| `agent-platform-eval-flywheel` | adjacent | 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) | +| `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) | +| `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) | +| `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) | +| `gke-observability` | adjacent | 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) | +| `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-analytics-data-api-basics` | adjacent | 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) | +| `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: LambdaTest/agent-skills + +- Repository: [https://github.com/LambdaTest/agent-skills](https://github.com/LambdaTest/agent-skills) (commit `54824d6`, retrieved 2026-07-14) +- License: MIT + +| Skill | Tier | What it adds | Upstream | +|---|---|---|---| +| `newman-report-analyzer` | core | Analyze Newman test run output, JSON reports, and JUnit XML results to summarize failures, diagnose root causes, identify slow requests, and suggest fixes. Use this skill whenever the user shares Newman output (terminal logs, JSON export, … | [source](https://github.com/LambdaTest/agent-skills/tree/54824d6/api-skill/newman/newman-report-analyzer) | +| `cicd-pipeline-skill` | core | Generates CI/CD pipeline configurations for test automation with GitHub Actions, Jenkins, GitLab CI, and Azure DevOps. Includes TestMu AI cloud integration. Use when user mentions "CI/CD", "pipeline", "GitHub Actions", "Jenkins", "GitLab … | [source](https://github.com/LambdaTest/agent-skills/tree/54824d6/cicd-pipeline-skill) | +| `mstest-skill` | adjacent | Generates MSTest tests in C#. Microsoft's built-in testing framework for .NET. Use when user mentions "MSTest", "[TestMethod]", "[TestClass]", "Assert.AreEqual". Triggers on: "MSTest", "[TestMethod]", "[TestClass]", "Microsoft test … | [source](https://github.com/LambdaTest/agent-skills/tree/54824d6/mstest-skill) | +| `appium-skill` | adjacent | Generates production-grade Appium mobile automation scripts for Android and iOS in Java, Python, or JavaScript. Supports real device and emulator testing locally and on TestMu AI cloud with 100+ real devices. Use when the user asks to … | [source](https://github.com/LambdaTest/agent-skills/tree/54824d6/appium-skill) | +| `espresso-skill` | adjacent | Generates Espresso UI tests for Android apps in Kotlin or Java. Espresso runs inside the app process for fast, reliable UI testing. Supports local and TestMu AI cloud real devices. Use when user mentions "Espresso", "onView", … | [source](https://github.com/LambdaTest/agent-skills/tree/54824d6/espresso-skill) | +| `reqnroll-skill` | adjacent | Generates production-grade Reqnroll BDD automation scripts for web (Selenium 3/4) and mobile (Appium 2) testing in C#. Supports parallel NUnit execution locally and on TestMu AI cloud. Use when the user asks to write BDD tests, automate … | [source](https://github.com/LambdaTest/agent-skills/tree/54824d6/reqnroll-skill) | +| `testunit-skill` | adjacent | Generates Test::Unit tests in Ruby. Classic xUnit-style testing with assert methods and test case classes. Use when user mentions "Test::Unit", "assert_equal Ruby", "Ruby test-unit". Triggers on: "Test::Unit", "Ruby test-unit", … | [source](https://github.com/LambdaTest/agent-skills/tree/54824d6/testunit-skill) | +| `unittest-skill` | adjacent | Generates Python unittest tests. Built-in testing framework with TestCase, setUp/tearDown, and assertion methods. Use when user mentions "unittest", "TestCase", "self.assertEqual", "Python unittest". Triggers on: "unittest", "TestCase", … | [source](https://github.com/LambdaTest/agent-skills/tree/54824d6/unittest-skill) | +| `xcuitest-skill` | adjacent | Generates XCUITest UI tests for iOS/iPadOS apps in Swift. Apple's native testing framework for reliable, fast UI automation. Supports local simulators and TestMu AI cloud real devices. Use when user mentions "XCUITest", "XCTest", "iOS UI … | [source](https://github.com/LambdaTest/agent-skills/tree/54824d6/xcuitest-skill) | +| `api-to-testcase-generator` | adjacent | Automatically generate comprehensive test cases from API definitions, endpoint descriptions, OpenAPI/Swagger specs, Postman collections, or raw HTTP request/response examples. Use this skill whenever the user mentions generating tests from … | [source](https://github.com/LambdaTest/agent-skills/tree/54824d6/api-skill/api-to-testcase-generator) | +| `behat-skill` | adjacent | Generates Behat BDD tests for PHP with Gherkin feature files and MinkContext for browser testing. Use when user mentions "Behat", "PHP BDD", "Mink", "behat.yml". Triggers on: "Behat", "PHP BDD", "Mink", "behat.yml", "FeatureContext PHP". | [source](https://github.com/LambdaTest/agent-skills/tree/54824d6/behat-skill) | +| `capybara-skill` | adjacent | Generates Capybara E2E tests in Ruby with RSpec integration. Acceptance testing DSL for web apps. Use when user mentions "Capybara", "visit", "fill_in", "click_button", "Ruby E2E". Triggers on: "Capybara", "Ruby acceptance test", … | [source](https://github.com/LambdaTest/agent-skills/tree/54824d6/capybara-skill) | + +## 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-mcp-tools-expert` | adjacent | Expert guide for using n8n-mcp MCP tools effectively. Use when searching for nodes, validating configurations, accessing templates, managing workflows, managing credentials, auditing instance security, or using any n8n-mcp tool. Provides … | [source](https://github.com/czlonkowski/n8n-skills/tree/9ea3aa5/skills/n8n-mcp-tools-expert) | +| `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) | +| `n8n-agents` | adjacent | 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) | +| `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) | +| `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-validation-expert` | adjacent | Interpret validation errors and guide fixing them. Use when encountering validation errors, validation warnings, false positives, operator structure issues, or need help understanding validation results. Also use when asking about … | [source](https://github.com/czlonkowski/n8n-skills/tree/9ea3aa5/skills/n8n-validation-expert) | +| `n8n-binary-and-data` | adjacent | 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` | adjacent | 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-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-code-tool` | adjacent | 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-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-expression-syntax` | adjacent | 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) | + +## 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 | +|---|---|---|---| +| `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) | +| `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) | +| `nemotron-retrieval-recipes` | adjacent | Use when planning, debugging, tuning, evaluating, exporting, or deploying public Nemotron `embed`/`rerank` retrieval recipes. | [source](https://github.com/NVIDIA/skills/tree/153b14b/skills/nemotron-retrieval-recipes) | +| `vss-manage-alerts` | adjacent | Use for VSS alert workflows — real-time monitoring, Alert-Bridge subscriptions, Slack notifications, incident queries, camera onboarding. Not for non-alert analytics. | [source](https://github.com/NVIDIA/skills/tree/153b14b/skills/vss-manage-alerts) | +| `nemo-mbridge-perf-hierarchical-context-parallel` | adjacent | Operational guide for enabling hierarchical context parallelism in Megatron-Bridge, including config knobs, code anchors, pitfalls, and verification. | [source](https://github.com/NVIDIA/skills/tree/153b14b/skills/nemo-mbridge-perf-hierarchical-context-parallel) | +| `nemo-mbridge-perf-megatron-fsdp` | adjacent | Operational guide for enabling Megatron FSDP in Megatron-Bridge, including config knobs, code anchors, pitfalls, and verification. | [source](https://github.com/NVIDIA/skills/tree/153b14b/skills/nemo-mbridge-perf-megatron-fsdp) | +| `nemo-mbridge-perf-moe-optimization-workflow` | adjacent | Systematic workflow for MoE training optimization in Megatron Bridge, based on the Megatron-Core MoE paper. Covers the Three Walls framework, parallel folding, recompute strategy, dispatcher choice, and CUDA-graph bring-up. | [source](https://github.com/NVIDIA/skills/tree/153b14b/skills/nemo-mbridge-perf-moe-optimization-workflow) | +| `nemo-mbridge-perf-tp-dp-comm-overlap` | adjacent | Operational guide for enabling TP, DP, and PP communication overlap in Megatron-Bridge, including config knobs, code anchors, pitfalls, and verification. | [source](https://github.com/NVIDIA/skills/tree/153b14b/skills/nemo-mbridge-perf-tp-dp-comm-overlap) | +| `nemo-rl-session-memory` | adjacent | Manage durable working-session memory for coding agents. Use when a user asks to preserve or recover agent context across disconnects, VS Code restarts, long-running work, handoffs, or any session where important state should be written … | [source](https://github.com/NVIDIA/skills/tree/153b14b/skills/nemo-rl-session-memory) | +| `rag-blueprint` | adjacent | NVIDIA RAG Blueprint — deploy, configure, troubleshoot, and manage. Handles any RAG action: deploy, install, start, enable, disable, toggle, change, configure, troubleshoot, debug, fix, shutdown, stop, or tear down any RAG feature or … | [source](https://github.com/NVIDIA/skills/tree/153b14b/skills/rag-blueprint) | +| `tilegym-converting-cutile-to-julia` | adjacent | Converts cuTile Python GPU kernels (@ct.kernel) to cuTile.jl Julia equivalents. Handles kernel syntax translation, 0-indexed to 1-indexed conversion, broadcasting differences, memory layout (row-major to column-major), type system mapping, … | [source](https://github.com/NVIDIA/skills/tree/153b14b/skills/tilegym-converting-cutile-to-julia) | +| `vss-manage-video-io-storage` | adjacent | Use to call the VIOS REST API (sensor list, timelines, clip extraction, snapshots, add/delete sensors and streams). Not for VLM inference or search. | [source](https://github.com/NVIDIA/skills/tree/153b14b/skills/vss-manage-video-io-storage) | + +## 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 | +|---|---|---|---| +| `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) | +| `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` | adjacent | 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) | +| `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) | +| `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) | +| `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-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-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-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-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) | diff --git a/references/market.md b/references/market.md new file mode 100644 index 0000000..d3296f7 --- /dev/null +++ b/references/market.md @@ -0,0 +1,166 @@ +# Market evidence report — ict-disaster-recovery-analyst + +Source: **50 real job ads** (JSearch API, countries: us 50), extracted into the MSSQL evidence store; as of 2026-07-12. +This report contains extracted, aggregated facts only — no ad text is +reproduced (copyright / platform terms). + +## Seniority distribution + +| Seniority | Ads | Share | +|---|---|---| +| mid | 32 | 64 % | +| junior | 7 | 14 % | +| lead | 6 | 12 % | +| senior | 5 | 10 % | + +## Tools — full market ranking + +| # | Item | Ads | Share | +|---|---|---|---| +| 1 | Microsoft Excel | 9 | 18 % | +| 2 | Microsoft PowerPoint | 8 | 16 % | +| 3 | Microsoft Word | 8 | 16 % | +| 4 | Archer | 5 | 10 % | +| 5 | Microsoft Office | 5 | 10 % | +| 6 | ServiceNow | 5 | 10 % | +| 7 | SharePoint | 5 | 10 % | +| 8 | AWS | 3 | 6 % | +| 9 | Power Automate | 3 | 6 % | + +## Hard skills — full market ranking + +| # | Item | Ads | Share | +|---|---|---|---| +| 1 | risk assessment | 28 | 56 % | +| 2 | business impact analysis | 19 | 38 % | +| 3 | business continuity planning | 16 | 32 % | +| 4 | data analysis | 15 | 30 % | +| 5 | disaster recovery planning | 15 | 30 % | +| 6 | regulatory compliance | 9 | 18 % | +| 7 | crisis management | 7 | 14 % | +| 8 | risk management | 7 | 14 % | +| 9 | business continuity management | 6 | 12 % | +| 10 | disaster recovery | 5 | 10 % | +| 11 | program management | 5 | 10 % | +| 12 | recovery strategy development | 5 | 10 % | +| 13 | business continuity | 4 | 8 % | +| 14 | gap analysis | 4 | 8 % | +| 15 | application tiering | 3 | 6 % | +| 16 | continuity planning | 3 | 6 % | +| 17 | impact analysis | 3 | 6 % | +| 18 | incident response | 3 | 6 % | +| 19 | operational resilience | 3 | 6 % | +| 20 | problem solving | 3 | 6 % | +| 21 | project management | 3 | 6 % | +| 22 | risk mitigation | 3 | 6 % | + +## Methods — full market ranking + +| # | Item | Ads | Share | +|---|---|---|---| +| 1 | business continuity | 7 | 14 % | +| 2 | disaster recovery | 6 | 12 % | +| 3 | business continuity management | 5 | 10 % | +| 4 | business impact analysis | 5 | 10 % | +| 5 | tabletop exercises | 5 | 10 % | +| 6 | operational resilience | 4 | 8 % | +| 7 | disaster recovery testing | 3 | 6 % | +| 8 | operational resiliency | 3 | 6 % | +| 9 | site reliability engineering (SRE) | 3 | 6 % | + +## Responsibilities — full market ranking + +| # | Item | Ads | Share | +|---|---|---|---| +| 1 | plan development | 13 | 26 % | +| 2 | training delivery | 6 | 12 % | +| 3 | exercise facilitation | 5 | 10 % | +| 4 | risk identification | 5 | 10 % | +| 5 | report creation | 4 | 8 % | +| 6 | data analysis | 3 | 6 % | +| 7 | data reporting | 3 | 6 % | +| 8 | exercise coordination | 3 | 6 % | +| 9 | impact assessment | 3 | 6 % | +| 10 | incident response | 3 | 6 % | +| 11 | process improvement | 3 | 6 % | +| 12 | risk assessment | 3 | 6 % | +| 13 | risk remediation | 3 | 6 % | +| 14 | strategy execution | 3 | 6 % | +| 15 | testing coordination | 3 | 6 % | + +## Regional breakdown + +> **Corpus note:** 50 relevant ads in total — below the 100-ad target for a fully reliable ranking. Percentages above should be read as indicative. + +### US (us) + +50 ads. + +**Top hard skills:** + +- risk assessment — 56 % (28 ads) +- business impact analysis — 38 % (19 ads) +- business continuity planning — 32 % (16 ads) +- data analysis — 30 % (15 ads) +- disaster recovery planning — 30 % (15 ads) +- regulatory compliance — 18 % (9 ads) +- crisis management — 14 % (7 ads) +- risk management — 14 % (7 ads) +- business continuity management — 12 % (6 ads) +- disaster recovery — 10 % (5 ads) + +**Top tools:** + +- Microsoft Excel — 18 % (9 ads) +- Microsoft PowerPoint — 16 % (8 ads) +- Microsoft Word — 16 % (8 ads) +- Archer — 10 % (5 ads) +- Microsoft Office — 10 % (5 ads) +- ServiceNow — 10 % (5 ads) +- SharePoint — 10 % (5 ads) +- AWS — 6 % (3 ads) +- Power Automate — 6 % (3 ads) +- Azure — 4 % (2 ads) + +**Seniority:** mid 64 % · junior 14 % · lead 12 % · senior 10 % + +### 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 | +|---|---| +| Business Continuity Analyst | 7 | +| Business Continuity Analyst I - ERM | 2 | +| Lead Analyst, Business Continuity & Disaster Recovery (Governance, Risk and Compliance) | 2 | +| Principal Analyst - Technology Resilience | 2 | +| 6-Month Business Continuity Analyst - Americas | 1 | +| Army Resilience Management Mid-Level Analyst | 1 | +| AVP, Business Continuity, North America Lead | 1 | +| Business Continuity & Risk Analyst | 1 | +| Business Continuity Analyst (Embedded) | 1 | +| Business Continuity Analyst I - Resilience & Risk | 1 | +| Business Continuity Analyst Sr | 1 | +| Business Continuity Management (BCM) Advisor | 1 | +| Business Continuity Management Specialist | 1 | +| Business Continuity Manager at Control Risks Arlington, VA | 1 | +| Business Continuity Planning and Disaster Recovery Analyst | 1 | +| Business Continuity Specialist 6-month | 1 | +| Continuity Analyst | 1 | +| Crisis & Business Continuity Analyst | 1 | +| CRO - Business Continuity & Resilience Risk Lead | 1 | +| Cyber Resilience Lead — DR, BIAs & Risk | 1 | +| Disaster Recovery (DR) Lead | 1 | +| Disaster Recovery Manager / Lead | 1 | +| Disaster Recovery Specialist | 1 | +| Embedded Business Continuity Analyst — Global Program | 1 | +| Enterprise Resilience 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. diff --git a/references/profile.md b/references/profile.md new file mode 100644 index 0000000..c352500 --- /dev/null +++ b/references/profile.md @@ -0,0 +1,23 @@ +# Occupation profile — ICT disaster recovery analyst + +- **ESCO URI:** http://data.europa.eu/esco/occupation/102e75c8-3b47-4964-9b47-30a980aed25c +- **ESCO code:** 2519.4 +- **ISCO-08 group:** 2519 — Software and applications developers and analysts not elsewhere classified +- **O*NET-SOC:** 13-1199.04 — Business Continuity Planners (match: exactMatch) + +## Description (ESCO) + +ICT disaster recovery analysts develop, maintain, and implement ICT continuity and disaster recovery strategies and solutions. They support the technical teams, assess the risks, design and develop procedures, documentation and strategies for disaster recovery in order for business functions to continue and recover with a minimal loss of data. They also coordinate the system backups tests and validations. + +## Definition + +nan + +## Alternative labels + +- business continuity analyst +- ICT resilience analysts +- IT resilience analyst +- IT disaster recovery analyst +- business continuity strategist +- disaster recovery officer diff --git a/references/skills.md b/references/skills.md new file mode 100644 index 0000000..f42e119 --- /dev/null +++ b/references/skills.md @@ -0,0 +1,74 @@ +# Competences — ICT disaster recovery analyst + +Source: ESCO v1.2.1 occupation-skill relations (http://data.europa.eu/esco/occupation/102e75c8-3b47-4964-9b47-30a980aed25c). + +## Essential + +- **apply company policies** (skill/competence) +- **build business relationships** (skill/competence) +- **conduct impact evaluation of ICT processes on business** (skill/competence) +- **define security policies** (skill/competence) +- **develop information security strategy** (skill/competence) +- **ICT debugging tools** (knowledge) +- **ICT performance analysis methods** (knowledge) +- **ICT problem management techniques** (knowledge) +- **ICT recovery techniques** (knowledge) +- **identify ICT security risks** (skill/competence) +- **implement ICT recovery system** (skill/competence) +- **maintain plan for continuity of operations** (skill/competence) +- **manage disaster recovery plans** (skill/competence) +- **manage IT security compliances** (skill/competence) +- **manage system security** (skill/competence) +- **optimise choice of ICT solution** (skill/competence) +- **perform backups** (skill/competence) +- **product usage risks analysis** (knowledge) +- **protect ICT devices** (skill/competence) +- **report analysis results** (skill/competence) +- **system backup best practice** (knowledge) + +## Optional + +- Android (mobile operating systems) (knowledge) +- BlackBerry (knowledge) +- cyber attack counter-measures (knowledge) +- cyber security (knowledge) +- develop strategy to solve problems (skill/competence) +- give live presentation (skill/competence) +- hardware architectures (knowledge) +- ICT communications protocols (knowledge) +- ICT infrastructure (knowledge) +- ICT network security risks (knowledge) +- ICT power consumption (knowledge) +- ICT process quality models (knowledge) +- implement a virtual private network (skill/competence) +- information security strategy (knowledge) +- internal risk management policy (knowledge) +- iOS (knowledge) +- levels of software testing (knowledge) +- manage staff (skill/competence) +- mobile operating systems (knowledge) +- network management system tools (knowledge) +- organisational resilience (knowledge) +- respond to incidents in cloud (skill/competence) +- software anomalies (knowledge) +- unstructured data (knowledge) + + + +## Market evidence (job-ad analysis, 50 ads, as of 2026-07-12) + +Share of analyzed job ads mentioning the item (threshold ≥ 20 %). Source: JSearch/Adzuna APIs. + +### Hard skills + +- risk assessment — **56 %** +- business impact analysis — **38 %** +- business continuity planning — **32 %** +- data analysis — **30 %** +- disaster recovery planning — **30 %** + +### Responsibilities + +- plan development — **26 %** + + diff --git a/references/tasks.md b/references/tasks.md new file mode 100644 index 0000000..cb1bd36 --- /dev/null +++ b/references/tasks.md @@ -0,0 +1,50 @@ +# Tasks & work activities — ICT disaster recovery analyst + +Source: O*NET 30.3, occupation 13-1199.04 (Business Continuity Planners). + +## Task statements + +- **[Core]** Write reports to summarize testing activities, including descriptions of goals, planning, scheduling, execution, results, analysis, conclusions, and recommendations. +- **[Core]** Maintain and update organization information technology applications and network systems blueprints. +- **[Core]** Interpret government regulations and applicable codes to ensure compliance. +- **[Core]** Establish, maintain, or test call trees to ensure appropriate communication during disaster. +- **[Core]** Design or implement products and services to mitigate risk or facilitate use of technology-based tools and methods. +- **[Core]** Create business continuity and disaster recovery budgets. +- **[Core]** Create or administer training and awareness presentations or materials. +- **[Core]** Attend professional meetings, read literature, and participate in training or other educational offerings to keep abreast of new developments and technologies related to disaster recovery and business continuity. +- **[Core]** Test documented disaster recovery strategies and plans. +- **[Core]** Review existing disaster recovery, crisis management, or business continuity plans. +- **[Core]** Recommend or implement methods to monitor, evaluate, or enable resolution of safety, operations, or compliance interruptions. +- **[Core]** Prepare reports summarizing operational results, financial performance, or accomplishments of specified objectives, goals, or plans. +- **[Core]** Analyze impact on, and risk to, essential business functions or information systems to identify acceptable recovery time periods and resource requirements. +- **[Core]** Identify opportunities for strategic improvement or mitigation of business interruption and other risks caused by business, regulatory, or industry-specific change initiatives. +- **[Core]** Develop disaster recovery plans for physical locations with critical assets, such as data centers. +- **[Core]** Create scenarios to reestablish operations from various types of business disruptions. +- **[Core]** Conduct or oversee contingency plan integration and operation. +- **[Core]** Develop emergency management plans for recovery decision making and communications, continuity of critical departmental processes, or temporary shut-down of non-critical departments to ensure continuity of operation and governance. +- **[Core]** Analyze corporate intelligence data to identify trends, patterns, or warnings indicating threats to security of people, assets, information, or infrastructure. +- **[Supplemental]** Identify individual or transaction targets to direct intelligence collection. +- **[Supplemental]** Conduct or oversee collection of corporate intelligence to avoid fraud, financial crime, cyber attack, terrorism, and infrastructure failure. + +## Detailed work activities + +- Advise others on analytical techniques. +- Analyze budgetary or accounting data. +- Analyze business or financial data. +- Apply mathematical models of financial or business conditions. +- Assess risks to business operations. +- Develop business or financial information systems. +- Develop contingency plans to deal with organizational emergencies. +- Develop emergency response plans or procedures. +- Develop training materials. +- Evaluate applicable laws and regulations to determine impact on organizational activities. +- Gather organizational performance information. +- Identify strategic business investment opportunities. +- Investigate legal issues. +- Maintain data in information systems or databases. +- Monitor organizational compliance with regulations. +- Oversee business processes. +- Prepare operational reports. +- Prepare research reports. +- Train personnel in organizational or compliance procedures. +- Update professional knowledge. diff --git a/references/tools.md b/references/tools.md new file mode 100644 index 0000000..433a20a --- /dev/null +++ b/references/tools.md @@ -0,0 +1,44 @@ +# Tools & technology — ICT disaster recovery analyst + +Source: O*NET 30.3 'Software Skills' for 13-1199.04. + +| Software | Category | Hot technology | +|---|---|---| +| Atlassian JIRA | Content workflow software | yes | +| Teradata Database | Data base management system 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 | +| Adobe Acrobat | Document management software | yes | +| Microsoft SharePoint | Document management software | yes | +| Microsoft Outlook | Electronic mail software | yes | +| Microsoft Office software | Office suite software | yes | +| Microsoft PowerPoint | Presentation software | yes | +| Microsoft Visio | Process mapping and design software | yes | +| Atlassian Confluence | Project management software | yes | +| Microsoft Project | Project management software | yes | +| Oracle Primavera Enterprise Project Portfolio Management | Project management software | yes | +| Microsoft Excel | Spreadsheet software | yes | +| Microsoft Word | Word processing software | yes | +| Enterprise backup systems | Backup or archival software | | +| Actuate BIRT | Business intelligence and data analysis software | | +| Jaspersoft Business Intelligence Suite | Business intelligence and data analysis software | | +| Emergency notification system software | Communications server software | | +| MIR3 Intelligent Notification | Communications server software | | +| SAP Crystal Reports | Data base reporting software | | +| Microsoft SharePoint Server | Document management software | | +| Business continuity software | Enterprise resource planning ERP software | | +| CA Clarity PPM | Enterprise resource planning ERP software | | +| COOP Systems myCOOP | Enterprise resource planning ERP software | | +| EMC RSA Archer Business Continuity Management | Enterprise resource planning ERP software | | +| Oracle JD Edwards EnterpriseOne | Enterprise resource planning ERP software | | +| RecoveryPlanner RPX | Enterprise resource planning ERP software | | +| Strategic BCP ResilienceONE | Enterprise resource planning ERP software | | +| Sungard Assurance | Enterprise resource planning ERP software | | +| Virtual Corporation Sustainable Planner | Enterprise resource planning ERP software | | +| Web browser software | Internet browser software | | +| Local area network LAN software | LAN software | | +| SunGard NotiFind | Network operation system software | | +| Computer operating systems | Operating system software | | +| Mentimeter | Presentation software | |