Skill & technology inventory
Canonical skills with the aliases that map to them. Aliases drive import cleanup and brief detection — "k8s", "EKS" and "Kubernetes" are one skill. Prefix an alias with = to match it case-sensitively in briefs (e.g. =Go).
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| Skill | Category | Aliases | Bench | Pipeline | Edit |
|---|---|---|---|---|---|
| Mulesoft new from an import — review |
Uncategorized | 0 | 1 | ||
| Computer Vision | AI | opencv | 0 | 0 | |
| LangChain | AI | langgraph | 0 | 1 | |
| LLMs | AI | large language models, llm, gpt, openai, generative ai, genai, gen ai | 0 | 1 | |
| NLP | AI | natural language processing | 0 | 0 | |
| Prompt Engineering | AI | 0 | 0 | ||
| RAG | AI | retrieval augmented generation, vector search, vector database | 0 | 1 | |
| Looker | Analytics | 0 | 0 | ||
| Power BI | Analytics | powerbi | 0 | 1 | |
| Tableau | Analytics | 0 | 0 | ||
| Event-driven architecture | Architecture | event driven, event sourcing, cqrs, Event-driven architecture | 0 | 0 | |
| Microservices | Architecture | microservice architecture, service oriented architecture, soa | 0 | 1 | |
| Solution Architecture | Architecture | solutions architect, solution architect, enterprise architecture | 1 | 0 | |
| .NET | Backend | dotnet, asp.net, .net core, asp.net core, .NET | 1 | 0 | |
| Django | Backend | 1 | 0 | ||
| Express | Backend | express.js, expressjs | 0 | 0 | |
| FastAPI | Backend | fast api | 1 | 0 | |
| Flask | Backend | 0 | 0 | ||
| GraphQL | Backend | apollo | 0 | 1 | |
| gRPC | Backend | 0 | 0 | ||
| Laravel | Backend | 0 | 0 | ||
| NestJS | Backend | nest.js | 0 | 0 | |
| Node.js | Backend | Node, nodejs, node js | 0 | 1 | |
| REST APIs | Backend | REST, restful, rest api, openapi, swagger | 0 | 0 | |
| Ruby on Rails | Backend | rails, ror | 0 | 0 | |
| Spring Boot | Backend | Spring, spring framework | 0 | 1 | |
| AWS | Cloud | amazon web services | 3 | 2 | |
| AWS Lambda | Cloud | lambda | 0 | 0 | |
| Azure | Cloud | microsoft azure | 1 | 0 | |
| Azure Functions | Cloud | 0 | 0 | ||
| GCP | Cloud | google cloud, google cloud platform | 0 | 0 | |
| Serverless | Cloud | 0 | 0 | ||
| Airflow | Data | apache airflow | 1 | 0 | |
| Apache Kafka | Data | kafka, confluent | 0 | 1 | |
| Apache Spark | Data | Spark, pyspark | 0 | 0 | |
| BigQuery | Data | 0 | 0 | ||
| Cassandra | Data | 0 | 0 | ||
| Databricks | Data | 0 | 0 | ||
| dbt | Data | data build tool | 1 | 0 | |
| DynamoDB | Data | 0 | 0 | ||
| Elasticsearch | Data | Elastic, opensearch, elk | 0 | 0 | |
| ETL | Data | elt, data pipelines, data pipeline | 0 | 0 | |
| MongoDB | Data | mongo | 0 | 0 | |
| MySQL | Data | mariadb | 0 | 0 | |
| Oracle Database | Data | oracle db, oracle | 0 | 0 | |
| PostgreSQL | Data | postgres, psql | 1 | 0 | |
| Redis | Data | 0 | 0 | ||
| Snowflake | Data | 1 | 1 | ||
| SQL Server | Data | mssql, ms sql, microsoft sql server | 0 | 0 | |
| Deep Learning | Data Science | neural networks | 0 | 0 | |
| Machine Learning | Data Science | ml, scikit-learn, sklearn | 0 | 0 | |
| pandas | Data Science | 0 | 0 | ||
| PyTorch | Data Science | torch | 0 | 0 | |
| TensorFlow | Data Science | keras | 0 | 0 | |
| Agile | Delivery | scrum, kanban, SAFe | 0 | 0 | |
| Business Analysis | Delivery | business analyst, requirements gathering | 0 | 0 | |
| Product Management | Delivery | product owner, product manager | 0 | 0 | |
| Project Management | Delivery | pmp, program management | 0 | 0 | |
| Technical Leadership | Delivery | tech lead, engineering manager | 0 | 0 | |
| Accessibility | Design | a11y, wcag | 0 | 0 | |
| Figma | Design | 1 | 0 | ||
| UI Design | Design | visual design | 0 | 0 | |
| User Research | Design | usability testing | 0 | 0 | |
| UX Design | Design | ux, user experience, ui/ux, ux/ui | 0 | 0 | |
| Ansible | DevOps | 0 | 0 | ||
| Azure DevOps | DevOps | ado, vsts | 0 | 0 | |
| CI/CD | DevOps | continuous integration, continuous delivery, continuous deployment, ci cd | 0 | 0 | |
| Docker | DevOps | containers, containerization | 1 | 0 | |
| GitHub Actions | DevOps | 1 | 0 | ||
| GitLab CI | DevOps | gitlab | 0 | 0 | |
| Helm | DevOps | 0 | 1 | ||
| Infrastructure as Code | DevOps | iac, cloudformation, bicep, pulumi | 0 | 0 | |
| Jenkins | DevOps | 0 | 0 | ||
| Kubernetes | DevOps | k8s, eks, aks, gke, openshift | 2 | 2 | |
| Linux | DevOps | 0 | 0 | ||
| Observability | DevOps | datadog, prometheus, grafana, new relic, splunk, monitoring | 0 | 1 | |
| Site Reliability Engineering | DevOps | sre | 0 | 0 | |
| Terraform | DevOps | hcl, opentofu | 1 | 1 | |
| Financial Services | Domain | fintech, banking, payments, pci | 0 | 0 | |
| Healthcare | Domain | hipaa, hl7, fhir, ehr | 0 | 0 | |
| Insurance | Domain | 0 | 0 | ||
| Public Sector | Domain | government, fedramp | 0 | 0 | |
| Retail/E-commerce | Domain | ecommerce, e-commerce, retail, Retail/E-commerce | 0 | 0 | |
| Angular | Frontend | angularjs, angular.js | 0 | 0 | |
| HTML/CSS | Frontend | html, css, html5, css3, sass, scss | 0 | 0 | |
| Next.js | Frontend | nextjs, next js | 1 | 0 | |
| React | Frontend | react.js, reactjs | 1 | 0 | |
| Redux | Frontend | 0 | 0 | ||
| Svelte | Frontend | sveltekit | 0 | 0 | |
| Tailwind CSS | Frontend | tailwind, tailwindcss | 1 | 0 | |
| Vue | Frontend | vue.js, vuejs, nuxt | 0 | 0 | |
| Bash | Language | shell scripting, zsh | 0 | 0 | |
| C# | Language | csharp, c sharp | 1 | 0 | |
| C++ | Language | cpp | 0 | 0 | |
| Dart | Language | 0 | 0 | ||
| Elixir | Language | 0 | 0 | ||
| Go | Language | golang | 0 | 1 | |
| Java | Language | 0 | 1 | ||
| JavaScript | Language | js, ecmascript, es6 | 0 | 0 | |
| Kotlin | Language | 0 | 0 | ||
| PHP | Language | 0 | 0 | ||
| PowerShell | Language | 0 | 0 | ||
| Python | Language | py, python3 | 3 | 1 | |
| R | Language | rlang, r language | 0 | 0 | |
| Ruby | Language | 0 | 0 | ||
| Rust | Language | 0 | 0 | ||
| Scala | Language | 0 | 0 | ||
| SQL | Language | t-sql, tsql, pl/sql, plsql | 1 | 1 | |
| Swift | Language | 0 | 0 | ||
| TypeScript | Language | ts | 2 | 1 | |
| Android | Mobile | jetpack compose | 0 | 0 | |
| Flutter | Mobile | 0 | 0 | ||
| iOS | Mobile | swiftui, uikit | 0 | 0 | |
| React Native | Mobile | 0 | 1 | ||
| Dynamics 365 | Platform | Dynamics, d365 | 0 | 0 | |
| HubSpot | Platform | 0 | 0 | ||
| Microsoft 365 | Platform | m365, office 365, o365, Microsoft 365 | 0 | 0 | |
| NetSuite | Platform | 0 | 0 | ||
| Power Platform | Platform | power apps, powerapps, power automate | 0 | 0 | |
| Salesforce | Platform | sfdc, apex | 0 | 0 | |
| SAP | Platform | 0 | 0 | ||
| ServiceNow | Platform | 0 | 0 | ||
| SharePoint | Platform | 0 | 0 | ||
| Shopify | Platform | 0 | 0 | ||
| Stripe | Platform | 0 | 0 | ||
| Cypress | Quality | 1 | 0 | ||
| Performance Testing | Quality | load testing, jmeter, k6 | 0 | 0 | |
| Playwright | Quality | 1 | 0 | ||
| QA Automation | Quality | test automation, automated testing | 0 | 0 | |
| Selenium | Quality | 0 | 0 | ||
| Identity (Entra ID) | Security | azure ad, entra, entra id, active directory, okta, auth0, Identity (Entra ID) | 1 | 0 | |
| OAuth/OIDC | Security | oauth, oauth2, oidc, openid connect, sso, saml | 0 | 0 | |
| Penetration Testing | Security | pen testing, pentest | 0 | 0 | |
| Security | Security | appsec, application security, cybersecurity | 0 | 0 |