1. Technology
1.1. Software Development
1.1.1. Programming Languages
1.1.1.1. C-Family
1.1.1.1.1. C
1.1.1.1.2. C++
1.1.1.1.3. Embedded C
1.1.1.1.4. C#
1.1.1.1.5. Objective C
1.1.1.2. Java Platform
1.1.1.2.1. Java
1.1.1.2.2. Java 8
1.1.1.2.3. Java 11
1.1.1.2.4. Java 17
1.1.1.2.5. Java 21
1.1.1.2.6. Core Java
1.1.1.2.7. Advanced Java
1.1.1.2.8. Java EE
1.1.1.2.9. Java Web Component
1.1.1.2.10. Java Persistence API (JPA)
1.1.1.3. Microsoft .NET Languages
1.1.1.3.1. VB.NET
1.1.1.3.2. C#
1.1.1.3.3. Delphi (Embarcadero)
1.1.1.3.4. F#
1.1.1.3.5. Visual Basic
1.1.1.4. Scripting & Other Languages
1.1.1.4.1. Python
1.1.1.4.2. Ruby
1.1.1.4.3. Perl
1.1.1.4.4. Go
1.1.1.4.5. PHP
1.1.1.4.6. R
1.1.1.4.7. Rust
1.1.1.4.8. Scala
1.1.1.4.9. Lua
1.1.1.4.10. Groovy
1.1.1.4.11. Haskell
1.1.1.4.12. Kotlin
1.1.1.4.13. Erlang
1.1.1.4.14. Elixir
1.1.1.4.15. Ada
1.1.1.4.16. Clojure
1.1.1.4.17. Lisp
1.1.1.4.18. Fortran
1.1.1.4.19. Pascal
1.1.1.4.20. Prolog
1.1.1.4.21. OCaml
1.1.1.4.22. Smalltalk
1.1.1.4.23. Crystal
1.1.1.5. Legacy and Mainframe
1.1.1.5.1. COBOL
1.1.1.5.2. JCL
1.1.1.5.3. IBM RPG
1.1.1.5.4. IBM High Level Assembler
1.1.1.5.5. Assembly language
1.1.2. Front-End Web Development
1.1.2.1. Markup & Styling
1.1.2.1.1. HTML
1.1.2.1.2. HTML5
1.1.2.1.3. XML
1.1.2.1.4. CSS
1.1.2.1.5. Tailwind CSS
1.1.2.1.6. Bootstrap
1.1.2.1.7. SCSS (Sassy CSS)
1.1.2.2. JavaScript & TypeScript
1.1.2.2.1. JavaScript
1.1.2.2.2. TypeScript
1.1.2.2.3. ES6 (ECMAScript 2015+)
1.1.2.2.4. JQuery
1.1.2.2.5. NodeJS
1.1.2.3. Front-End Frameworks/Libraries
1.1.2.3.1. AngularJS
1.1.2.3.2. Angular 2
1.1.2.3.3. Angular 7
1.1.2.3.4. Angular 13
1.1.2.3.5. Angular 16
1.1.2.3.6. Angular 17
1.1.2.3.7. Angular 18
1.1.2.3.8. ReactJS
1.1.2.3.9. React Native
1.1.2.3.10. Vue.js
1.1.2.3.11. Vue 3.0
1.1.2.3.12. Svelte
1.1.2.3.13. Ember.js
1.1.2.3.14. Backbone.js
1.1.2.3.15. Next.js
1.1.2.3.16. Nuxt (Vue SSR)
1.1.2.3.17. Gatsby.js
1.1.2.3.18. Preact
1.1.2.3.19. Mithril.js
1.1.3. Back-End Web Development
1.1.3.1. Java-based Frameworks
1.1.3.1.1. Spring
1.1.3.1.2. Spring Boot
1.1.3.1.3. Spring MVC
1.1.3.1.4. Spring Data
1.1.3.1.5. Hibernate
1.1.3.1.6. Struts
1.1.3.1.7. JavaServer Faces (JSF)
1.1.3.1.8. Apache Maven
1.1.3.1.9. Apache Ant
1.1.3.1.10. Apache Tomcat Admin
1.1.3.2. .NET Frameworks
1.1.3.2.1. .NET 3.5
1.1.3.2.2. .NET 4.5
1.1.3.2.3. .NET 6.0
1.1.3.2.4. .NET 7.0
1.1.3.2.5. .NET 8.0
1.1.3.2.6. .NET Core
1.1.3.2.7. .NET Core 5.0
1.1.3.2.8. .NET Framework 4.6
1.1.3.2.9. ASP.NET
1.1.3.2.10. ASP.NET Core
1.1.3.2.11. ASP.NET MVC 2.0
1.1.3.2.12. ASP.NET MVC 3.0
1.1.3.2.13. ASP.NET MVC 4.0
1.1.3.2.14. ASP.NET Core MVC
1.1.3.2.15. ASP.NET Web API
1.1.3.2.16. ASP.NET Core Web API
1.1.3.2.17. ADO.NET
1.1.3.3. Python Frameworks
1.1.3.3.1. Django
1.1.3.3.2. Flask
1.1.3.3.3. FastAPI
1.1.3.3.4. Pyramid
1.1.3.3.5. Tornado
1.1.3.3.6. Bottle
1.1.3.4. PHP Frameworks
1.1.3.4.1. Zend
1.1.3.4.2. Magento
1.1.3.4.3. Magento 2
1.1.3.4.4. Laravel
1.1.3.4.5. Symfony
1.1.3.4.6. Cake PHP
1.1.3.4.7. Codeignitor
1.1.3.4.8. Phalcon
1.1.3.4.9. Yii
1.1.3.5. Node.js Frameworks
1.1.3.5.1. Express
1.1.3.5.2. NestJS
1.1.3.5.3. Hapi.js
1.1.3.5.4. Koa.js
1.1.3.5.5. Sails.js
1.1.3.6. Ruby Frameworks
1.1.3.6.1. Ruby on Rails
1.1.3.6.2. Sinatra
1.1.3.6.3. Capybara
1.1.3.7. Other Back-End Skills
1.1.3.7.1. JSP
1.1.3.7.2. Servlets
1.1.3.7.3. Java Web Services
1.1.3.7.4. Active Server Pages (Classic ASP)
1.1.3.7.5. Groovy on Grails
1.1.3.7.6. Elixir Phoenix
1.1.4. Mobile & Cross-Platform Development
1.1.4.1. Android
1.1.4.1.1. Android
1.1.4.1.2. Android SDK
1.1.4.1.3. Android Testing
1.1.4.1.4. Jetpack Compose
1.1.4.1.5. Android Debug Bridge
1.1.4.1.6. Android Automotive Operating System
1.1.4.1.7. Build Variants - Android
1.1.4.1.8. Product Flavors - Android
1.1.4.2. iOS
1.1.4.2.1. iOS Development
1.1.4.2.2. Objective C
1.1.4.2.3. Swift
1.1.4.2.4. XCUITest
1.1.4.2.5. iOS Core Data
1.1.4.2.6. iOS Core Animation
1.1.4.2.7. iOS Core Location
1.1.4.3. Cross-Platform & Hybrid
1.1.4.3.1. React Native
1.1.4.3.2. Ionic
1.1.4.3.3. Google Flutter
1.1.4.3.4. Dart
1.1.4.3.5. Xamarin
1.1.4.3.6. Cordova
1.1.4.3.7. PhoneGap
1.1.4.3.8. Kotlin Multiplatform
1.1.5. Game Development
1.1.5.1. Game Engines
1.1.5.1.1. Unity 3D
1.1.5.1.2. Unreal Engine 4
1.1.5.1.3. jMonkeyEngine
1.1.5.1.4. Godot Engine
1.1.5.2. Gaming Libraries & Tools
1.1.5.2.1. C++ for Game Development
1.1.5.2.2. Python for Game Development
1.1.5.2.3. Blender (3D Design)
1.1.5.2.4. 3ds Max
1.1.5.2.5. Cinema 4D
1.1.5.2.6. Pixar RenderMan
1.1.5.2.7. Autodesk Maya
1.1.5.2.8. Autodesk Arnold
1.2. Data, AI, and Analytics
1.2.1. Databases
1.2.1.1. Relational Databases
1.2.1.1.1. MySQL
1.2.1.1.2. SQL Server
1.2.1.1.3. Oracle SQL
1.2.1.1.4. IBM DB2
1.2.1.1.5. PostgreSQL
1.2.1.1.6. Maria DB
1.2.1.1.7. SQLite
1.2.1.1.8. Sybase ASE / ASA
1.2.1.1.9. SQL Server 2017
1.2.1.1.10. SQL Server DBA
1.2.1.1.11. Oracle Database 19c
1.2.1.2. NoSQL Databases
1.2.1.2.1. MongoDB
1.2.1.2.2. Cassandra
1.2.1.2.3. Neo4J
1.2.1.2.4. DynamoDB (AWS)
1.2.1.2.5. CouchDB
1.2.1.2.6. HBase
1.2.1.2.7. Amazon DocumentDB
1.2.1.2.8. ArangoDB
1.2.1.2.9. RocksDB
1.2.1.3. Data Warehousing & Analytics Databases
1.2.1.3.1. Teradata DBA
1.2.1.3.2. Snowflake Data Warehouse
1.2.1.3.3. Amazon Redshift
1.2.1.3.4. Amazon Aurora
1.2.1.3.5. PrestoDB
1.2.1.3.6. ClickHouse DBMS
1.2.1.3.7. Google BigQuery
1.2.2. Big Data Ecosystem
1.2.2.1. Frameworks & Tools
1.2.2.1.1. Apache Hadoop
1.2.2.1.2. MapReduce
1.2.2.1.3. Hive
1.2.2.1.4. Spark
1.2.2.1.5. Kafka
1.2.2.1.6. Storm
1.2.2.1.7. Flink
1.2.2.1.8. Apache Beam
1.2.2.2. Platforms & Services
1.2.2.2.1. Google Cloud Dataproc
1.2.2.2.2. Google Cloud Dataflow
1.2.2.2.3. Databricks (Azure)
1.2.2.2.4. AWS EMR (Elastic MapReduce)
1.2.2.2.5. Delta Lake
1.2.2.3. Related Tools
1.2.2.3.1. Apache HBase
1.2.2.3.2. Apache ZooKeeper
1.2.2.3.3. Apache NiFi
1.2.2.3.4. Apache Sqoop
1.2.2.3.5. Apache Flume
1.2.2.3.6. Apache Drill
1.2.2.3.7. Apache Mahout
1.2.2.3.8. Apache Druid
1.2.3. Data Analysis & BI
1.2.3.1. Tools & Platforms
1.2.3.1.1. Tableau
1.2.3.1.2. MS Excel
1.2.3.1.3. Power BI
1.2.3.1.4. Microsoft BI
1.2.3.1.5. QlikView
1.2.3.1.6. Qlik Sense
1.2.3.1.7. Looker
1.2.3.1.8. SAP Analytics Cloud
1.2.3.1.9. SAP Analytics
1.2.3.2. Processes & Concepts
1.2.3.2.1. Data Warehousing
1.2.3.2.2. Data Mining
1.2.3.2.3. Data Modeling
1.2.3.2.4. Data Governance
1.2.3.2.5. Data Integration
1.2.3.2.6. ETL (Extract Transform Load)
1.2.3.2.7. Data Security
1.2.3.2.8. Data Lifecycle Management
1.2.3.2.9. Data Cleaning Techniques
1.2.4. Data Science & Machine Learning
1.2.4.1. Python Data Stack
1.2.4.1.1. Pandas
1.2.4.1.2. Numpy
1.2.4.1.3. Scikit
1.2.4.1.4. PyTorch
1.2.4.1.5. TensorFlow
1.2.4.1.6. Keras
1.2.4.1.7. Matplotlib
1.2.4.1.8. Seaborn
1.2.4.1.9. PySpark
1.2.4.2. ML Frameworks & Tools
1.2.4.2.1. MLlib (Spark)
1.2.4.2.2. Amazon SageMaker
1.2.4.2.3. Azure ML (Machine Learning)
1.2.4.2.4. OpenCV
1.2.4.2.5. H2O.ai
1.2.4.3. Concepts & Algorithms
1.2.4.3.1. Artificial Intelligence and Machine Learning
1.2.4.3.2. Natural language processing
1.2.4.3.3. Deep Learning
1.2.4.3.4. Neural Network
1.2.4.3.5. Computer Vision
1.2.4.3.6. Reinforcement Learning (RL)
1.2.4.3.7. Support Vector Machines (SVM)
1.2.4.3.8. Random Forest Algorithm
1.2.4.3.9. Decision Trees
1.2.4.3.10. Xgboost
1.2.4.3.11. AdaBoost (Adaptive Boosting)
1.3. Cloud & DevOps
1.3.1. DevOps Tools & Practices
1.3.1.1. Containerization & Orchestration
1.3.1.1.1. Docker
1.3.1.1.2. Kubernetes
1.3.1.1.3. Docker Compose
1.3.1.1.4. AWS Elastic Kubernetes Service (EKS)
1.3.1.1.5. Azure Kubernetes Service (AKS)
1.3.1.2. CI/CD & Automation
1.3.1.2.1. Jenkins
1.3.1.2.2. GitHub Actions
1.3.1.2.3. GitLab CI/CD
1.3.1.2.4. TeamCity
1.3.1.2.5. Bamboo
1.3.1.2.6. Atlassian Bamboo
1.3.1.2.7. Azure DevOps (Pipelines)
1.3.1.2.8. AWS CodePipeline
1.3.1.2.9. AWS CodeBuild
1.3.1.2.10. AWS CodeDeploy
1.3.1.2.11. Chef
1.3.1.2.12. Puppet
1.3.1.2.13. Ansible
1.3.1.2.14. SaltStack
1.3.1.2.15. AutomationEdge
1.3.1.2.16. Blue Prism
1.3.1.3. Infrastructure as Code (IaC)
1.3.1.3.1. Terraform
1.3.1.3.2. AWS CloudFormation
1.3.1.3.3. Azure Resource Manager (ARM)
1.3.1.3.4. Azure Bicep
1.3.1.3.5. Pulumi
1.3.1.4. Monitoring & Logging
1.3.1.4.1. Nagios
1.3.1.4.2. Datadog
1.3.1.4.3. Grafana
1.3.1.4.4. Splunk
1.3.1.4.5. Elastic Stack (Elasticsearch, Logstash, Kibana)
1.3.1.4.6. New Relic
1.3.1.4.7. AppDynamics
1.3.1.4.8. Azure Monitor
1.3.1.4.9. Azure Application Insights
1.3.1.4.10. Amazon CloudWatch
1.3.2. Cloud Platforms & Services
1.3.2.1. AWS
1.3.2.1.1. AWS
1.3.2.1.2. AWS EC2
1.3.2.1.3. AWS S3
1.3.2.1.4. AWS Lambda
1.3.2.1.5. AWS VPC
1.3.2.1.6. AWS IAM
1.3.2.1.7. AWS ELB
1.3.2.1.8. AWS RDS
1.3.2.1.9. AWS Glue
1.3.2.1.10. AWS Organizations
1.3.2.1.11. AWS Config
1.3.2.1.12. Amazon GuardDuty
1.3.2.1.13. AWS CloudTrail
1.3.2.1.14. Amazon EMR
1.3.2.1.15. Amazon ECS
1.3.2.1.16. AWS Fargate
1.3.2.1.17. Amazon API Gateway
1.3.2.1.18. AWS AppSync
1.3.2.1.19. AWS X-Ray
1.3.2.2. Azure
1.3.2.2.1. Microsoft Azure
1.3.2.2.2. Azure DevOps
1.3.2.2.3. Azure Data Factory
1.3.2.2.4. Azure Synapse Analytics
1.3.2.2.5. Azure SQL Database
1.3.2.2.6. Azure Blob Storage
1.3.2.2.7. Azure Functions
1.3.2.2.8. Azure Stream Analytics
1.3.2.2.9. Azure Service Bus
1.3.2.2.10. Azure Active Directory (Azure AD / MS Entra ID)
1.3.2.2.11. Azure Key Vault
1.3.2.2.12. Azure Firewall Standard/Premium
1.3.2.2.13. Azure Application Gateway
1.3.2.2.14. Azure WAF
1.3.2.3. Google Cloud
1.3.2.3.1. Google Cloud Platform
1.3.2.3.2. Google BigQuery
1.3.2.3.3. Apigee X
1.3.2.3.4. Apigee Hybrid
1.3.2.3.5. Google Cloud Monitoring
1.3.2.3.6. Google Cloud Data Catalog
1.3.2.3.7. Google Cloud Data Fusion
1.3.2.3.8. Google Cloud Functions
1.3.2.3.9. Firebase
1.3.2.4. Oracle Cloud
1.3.2.4.1. Oracle Cloud Infrastructure
1.3.2.4.2. Oracle Compute Cloud
1.3.2.4.3. Oracle Exadata Database Machine
1.3.2.4.4. Oracle Exadata Cloud Service
1.3.2.5. Other Cloud Tools
1.3.2.5.1. IBM Cloud (Watson Studio)
1.3.2.5.2. Heroku
1.3.2.5.3. VMware Aria Automation
1.3.2.5.4. VMware vSphere
1.3.2.5.5. Azure VMware
1.4. Networking & Infrastructure
1.4.1. Networking Concepts & Protocols
1.4.1.1. Fundamentals
1.4.1.1.1. Networks
1.4.1.1.2. Routing and Switching
1.4.1.1.3. TCP/IP
1.4.1.1.4. UDP
1.4.1.1.5. DNS
1.4.1.1.6. DHCP
1.4.1.1.7. LAN, WAN, MAN
1.4.1.1.8. VPN
1.4.1.2. Cisco Certifications & Tools
1.4.1.2.1. CCNA
1.4.1.2.2. CCNP
1.4.1.2.3. Cisco IOS XR
1.4.1.2.4. Cisco DNAC
1.4.1.2.5. Cisco SD-WAN
1.4.1.2.6. Cisco ASR Series
1.4.1.2.7. Cisco Catalyst Series
1.4.1.2.8. Cisco ISR Series
1.4.1.2.9. Cisco UCS
1.4.1.3. Firewall & Security
1.4.1.3.1. Cisco ASA
1.4.1.3.2. Palo Alto Networks Firewall
1.4.1.3.3. Juniper Secure Connect
1.4.1.3.4. Fortinet
1.4.1.3.5. FortiClient VPN
1.4.1.3.6. Network Security Solutions
1.4.2. Systems & OS Administration
1.4.2.1. Operating Systems
1.4.2.1.1. Windows System Admin
1.4.2.1.2. Linux Administration
1.4.2.1.3. Unix
1.4.2.1.4. Ubuntu
1.4.2.1.5. SUSE Linux
1.4.2.1.6. IBM AIX
1.4.2.1.7. macOS Setup and Troubleshooting
1.4.2.1.8. Windows OS Setup and Troubleshooting
1.4.2.2. Server Administration
1.4.2.2.1. Windows Server Administrator
1.4.2.2.2. Windows Server 2012
1.4.2.2.3. Windows Server 2016
1.4.2.2.4. Active Directory
1.4.2.2.5. Powershell
1.4.2.2.6. IIS (Internet Information Services)
1.4.2.3. Virtualization
1.4.2.3.1. Vmware
1.4.2.3.2. Microsoft Hyper-V
1.4.2.3.3. Oracle VM
1.4.2.3.4. Nutanix AHV
1.4.2.3.5. Docker Engine
1.4.2.3.6. Docker Swarm
1.4.3. Infrastructure Tools & Services
1.4.3.1. Monitoring & Management
1.4.3.1.1. Nagios
1.4.3.1.2. ManageEngine OpManager
1.4.3.1.3. SolarWinds
1.4.3.1.4. Sensu
1.4.3.1.5. Zabbix
1.4.3.1.6. Dynatrace
1.4.3.1.7. Datacenter Management
1.4.3.2. Configuration & Automation
1.4.3.2.1. Ansible
1.4.3.2.2. Puppet
1.4.3.2.3. Chef
1.4.3.2.4. Terraform
1.4.3.2.5. AWS CLI
1.4.3.2.6. Azure CLI
1.4.3.2.7. GCP CLI
1.5. Testing & Quality Assurance
1.5.1. Automation Testing
1.5.1.1. Selenium & Variants
1.5.1.1.1. Selenium
1.5.1.1.2. Selenium with Java
1.5.1.1.3. Selenium with Python
1.5.1.1.4. Selenium with C#
1.5.1.1.5. Selenium Grid
1.5.1.2. Other Automation Frameworks
1.5.1.2.1. JUnit
1.5.1.2.2. JUnit 5
1.5.1.2.3. NUnit
1.5.1.2.4. xUnit.net
1.5.1.2.5. TestNG
1.5.1.2.6. Pytest
1.5.1.2.7. Cucumber
1.5.1.2.8. Cucumber.js
1.5.1.2.9. SpecFlow
1.5.1.2.10. Serenity BDD
1.5.1.2.11. Robot Framework
1.5.1.2.12. Karate
1.5.1.2.13. Playwright
1.5.1.2.14. Puppeteer
1.5.1.2.15. Nightwatch.js
1.5.1.2.16. WebdriverIO
1.5.1.3. RPA & Tools
1.5.1.3.1. UiPath RPA
1.5.1.3.2. Automation Anywhere RPA
1.5.1.3.3. Blue Prism
1.5.2. Performance & Security Testing
1.5.2.1. Performance Testing
1.5.2.1.1. LoadRunner
1.5.2.1.2. JMeter
1.5.2.1.3. Gatling
1.5.2.1.4. BlazeMeter
1.5.2.1.5. Locust
1.5.2.2. Security Testing
1.5.2.2.1. OWASP ZAP
1.5.2.2.2. Burp Suite
1.5.2.2.3. Fortify Static Code Analysis (SCA)
1.5.2.2.4. Nessus
1.5.2.2.5. Metasploit
1.5.3. Test Management & QA Processes
1.5.3.1. Manual Testing & Processes
1.5.3.1.1. Manual Testing
1.5.3.1.2. Test Planning
1.5.3.1.3. Test Case Design
1.5.3.1.4. Regression Testing
1.5.3.1.5. Integration Testing
1.5.3.1.6. Boundary-Value Analysis
1.5.3.2. Test Management Tools
1.5.3.2.1. JIRA
1.5.3.2.2. Confluence
1.5.3.2.3. HP ALM / Quality Center
1.5.3.2.4. Zephyr
1.5.3.2.5. TestComplete
1.6. SAP & Other ERP/CRM
1.6.1. SAP Technologies
1.6.1.1. Core SAP
1.6.1.1.1. SAP ECC
1.6.1.1.2. SAP S/4HANA
1.6.1.1.3. SAP Business Suite
1.6.1.1.4. SAP Cloud Platform
1.6.1.1.5. SAP UI5
1.6.1.1.6. SAP Fiori
1.6.1.2. SAP Modules & Functional
1.6.1.2.1. SAP PP
1.6.1.2.2. SAP QM
1.6.1.2.3. SAP MM
1.6.1.2.4. SAP HCM
1.6.1.2.5. SAP SD
1.6.1.2.6. SAP PM
1.6.1.2.7. SAP WMS
1.6.1.2.8. SAP BPC
1.6.1.3. SAP Specialized
1.6.1.3.1. ABAP
1.6.1.3.2. SAP ABAP Cloud
1.6.1.3.3. SAP Basis Administrator
1.6.1.3.4. SAP Security and Administration
1.6.1.3.5. SAP Master Data Governance
1.6.1.3.6. SAP Data Services
1.6.1.3.7. SAP SuccessFactors
1.6.1.3.8. SAP Ariba
1.6.1.3.9. SAP EWM
1.6.2. Other ERP & CRM
1.6.2.1. Microsoft Dynamics
1.6.2.1.1. Microsoft Dynamics 365
1.6.2.1.2. Microsoft Dynamics AX
1.6.2.1.3. Microsoft Dynamics NAV
1.6.2.1.4. Microsoft 365 Dynamics Developer
1.6.2.1.5. Microsoft Dynamics 365 CRM Developer
1.6.2.1.6. Microsoft Dynamics 365 ERP
1.6.2.1.7. Microsoft Dynamics FO
1.6.2.2. Oracle E-Business Suite & Tools
1.6.2.2.1. Oracle E-Business Suite (EBS)
1.6.2.2.2. Oracle EBS Financials
1.6.2.2.3. Oracle Order Management
1.6.2.2.4. Oracle ADF
1.6.2.2.5. Oracle SOA Suite 12c
1.6.2.2.6. Oracle Service Bus
1.6.2.3. Salesforce
1.6.2.3.1. Salesforce Platform Developer
1.6.2.3.2. Salesforce Apex
1.6.2.3.3. Salesforce Lightning
1.6.2.3.4. VisualForce
1.6.2.3.5. Force
1.6.2.3.6. Salesforce Admin
1.6.2.3.7. Salesforce Service Cloud
1.6.2.3.8. Salesforce Sales Cloud
1.6.2.3.9. Salesforce CPQ
1.6.2.3.10. Salesforce Financial Services Cloud
1.7. Project & Program Management
1.7.1. Methodologies & Frameworks
1.7.1.1. Traditional & Agile
1.7.1.1.1. Project Management
1.7.1.1.2. Agile Project Management
1.7.1.1.3. Scrum Master
1.7.1.1.4. Kanban
1.7.1.1.5. Waterfall Methodology
1.7.1.1.6. Scaled Agile Framework (SAFe)
1.7.1.2. Certifications & Standards
1.7.1.2.1. Prince2
1.7.1.2.2. PMP (Project Management Professional)
1.7.1.2.3. ITIL v3
1.7.1.2.4. ITIL 4
1.7.1.2.5. TOGAF
1.7.1.2.6. SABSA
1.7.1.2.7. Zachman Framework
1.7.2. Tools & Techniques
1.7.2.1. Software Tools
1.7.2.1.1. Microsoft Visio
1.7.2.1.2. Microsoft Project
1.7.2.1.3. JIRA
1.7.2.1.4. Confluence
1.7.2.1.5. ManageEngine ServiceDesk
1.7.2.1.6. ServiceNow ITSM
1.7.2.1.7. BMC Helix
1.7.2.2. Management Techniques
1.7.2.2.1. Project Planning and Execution
1.7.2.2.2. Project Coordination and Resource Management
1.7.2.2.3. Project Risk Management
1.7.2.2.4. Project Budgeting
1.7.2.2.5. Business Analysis - IT
1.7.2.2.6. Stakeholder Management
1.7.2.2.7. Business Process Modeling
1.8. Security & Compliance
1.8.1. Security Fundamentals
1.8.1.1. Concepts & Best Practices
1.8.1.1.1. Security and Cloud
1.8.1.1.2. Enterprise Security Fundamentals
1.8.1.1.3. DevSecOps
1.8.1.1.4. Penetration Testing
1.8.1.1.5. API Security Principles
1.8.1.1.6. Web Security
1.8.1.1.7. Secure Coding Practices
1.8.1.2. Identity & Access Management
1.8.1.2.1. AWS IAM
1.8.1.2.2. Azure AD MFA
1.8.1.2.3. Oracle Identity Manager
1.8.1.2.4. Oracle Access Manager
1.8.1.2.5. Oracle Identity Governance
1.8.1.2.6. LDAP / OpenLDAP
1.8.1.2.7. Active Directory Federation Services (ADFS)
1.8.2. Security Tools & Testing
1.8.2.1. Vulnerability & Threat Analysis
1.8.2.1.1. Vulnerability Identification
1.8.2.1.2. Vulnerability Scanning
1.8.2.1.3. Incident Triage and Analysis
1.8.2.1.4. Nmap
1.8.2.1.5. Wireshark
1.8.2.1.6. Metasploit
1.8.2.2. Specialized Tools
1.8.2.2.1. Burp Suite
1.8.2.2.2. OWASP ZAP
1.8.2.2.3. Fortify
1.8.2.2.4. AppScan
1.8.2.2.5. Aircrack-ng
1.8.2.2.6. Snort
1.8.2.2.7. Syslog
1.9. Miscellaneous & Other Specialized Skills
1.9.1. Operating Systems & Legacy
1.9.1.1. Mainframe & IBM
1.9.1.1.1. IBM Mainframe zOS
1.9.1.1.2. CICS
1.9.1.1.3. IMS DB
1.9.1.1.4. IMS DC
1.9.1.1.5. Rexx
1.9.1.2. Unix Shell & Scripting
1.9.1.2.1. Shell/Bash Scripting
1.9.1.2.2. Korn Shell
1.9.1.2.3. AWK Programming Language
1.9.1.2.4. Sed (Programming)
1.9.2. Engineering Disciplines
1.9.2.1. Core Engineering
1.9.2.1.1. Chemical and Process Engineering
1.9.2.1.2. Electronics Engineering
1.9.2.1.3. Mechanical Engineering
1.9.2.1.4. Aerospace Engineering
1.9.2.1.5. Electrical Engineering
1.9.2.2. CAD & Modeling
1.9.2.2.1. AutoCAD
1.9.2.2.2. Solidworks
1.9.2.2.3. CATIA V5
1.9.2.2.4. 3DEXPERIENCE CATIA
1.9.2.2.5. SketchUp
1.9.3. Design & Multimedia
1.9.3.1. Adobe Suite & Related
1.9.3.1.1. Adobe Photoshop
1.9.3.1.2. Adobe Illustrator
1.9.3.1.3. Adobe Premiere Pro
1.9.3.1.4. Adobe After Effects
1.9.3.1.5. Adobe XD
1.9.3.1.6. Adobe Dream Weaver
1.9.3.1.7. Adobe Flash
1.9.3.2. Other Design Tools
1.9.3.2.1. GIMP
1.9.3.2.2. Figma
1.9.3.2.3. Canva
1.9.3.2.4. Infographic Design
1.9.3.2.5. Typography
1.9.3.2.6. Colour Theory and Visual Communication
1.9.4. Misc Tools & Skills
1.9.4.1. Office & Productivity
1.9.4.1.1. Microsoft Office Specialist (MOS)
1.9.4.1.2. MS Word
1.9.4.1.3. MS PowerPoint
1.9.4.1.4. Office 365
1.9.4.1.5. Outlook Configuration
1.9.4.2. Version Control & Collaboration
1.9.4.2.1. Git
1.9.4.2.2. GitHub
1.9.4.2.3. GitLab
1.9.4.2.4. Bitbucket
1.9.4.2.5. SVN (Subversion)
1.9.4.2.6. TortoiseSVN
1.9.4.2.7. VisualSVN
1.9.4.3. CMS & Web Platforms
1.9.4.3.1. Wordpress
1.9.4.3.2. Drupal
1.9.4.3.3. Joomla
1.9.4.3.4. SharePoint
1.9.4.3.5. Microsoft Share Point
2. Engineering & Manufacturing
2.1. Mechanical Engineering
2.1.1. Machining & Fabrication
2.1.1.1. Milling & CNC
2.1.1.1.1. CNC Milling
2.1.1.1.2. Milling
2.1.1.1.3. AlphaCAM
2.1.1.1.4. CNC Router
2.1.1.2. Welding & Cutting
2.1.1.2.1. Structural Welding
2.1.1.2.2. Groove Welding
2.1.1.2.3. Shielded Metal Arc Welding
2.1.1.2.4. Submerged Arc Welding
2.1.1.2.5. Plasma Arc Welding
2.1.1.2.6. Gas Tungsten Arc Welding
2.1.1.2.7. Gas Metal Arc Welding
2.1.1.2.8. Arc Welding
2.1.1.2.9. Robot Welding
2.1.1.2.10. Oxy-Fuel Welding And Cutting
2.1.1.2.11. Air Carbon Arc Cutting
2.1.1.2.12. Air Carbon Arc
2.1.1.2.13. Brazing (Metal Work)
2.1.1.2.14. Beveling
2.1.1.2.15. Fusion Welding
2.1.1.2.16. Stud Welding
2.1.1.2.17. Ultrasonic Welding
2.1.1.2.18. Flame Cutting
2.1.1.3. Other Machining Skills
2.1.1.3.1. Surface Grinding
2.1.1.3.2. Tube Bending
2.1.1.3.3. Contour Milling
2.1.1.3.4. Cold Saw
2.1.1.3.5. Jackhammers
2.1.1.3.6. Hand Welding
2.1.2. Mechanical Tools & Processes
2.1.2.1. Maintenance & Operation
2.1.2.1.1. Tracked Loader
2.1.2.1.2. Gantry Crane
2.1.2.1.3. Dropping And Hooking
2.1.2.2. Testing & Measurements
2.1.2.2.1. Coordinate Measuring Machine (CMM)
2.1.2.2.2. Vibration Analysis
2.2. Electrical & Electronics Engineering
2.2.1. Circuits & Components
2.2.1.1. Circuit Skills
2.2.1.1.1. Circuit Assembly
2.2.1.1.2. Circuit Testing
2.2.1.1.3. Boundary Scan
2.2.1.1.4. Mixed-Signal Integrated Circuits
2.2.1.1.5. VLSI Design
2.2.1.1.6. Electric Circuits
2.2.1.1.7. Field-Programmable Gate Array (FPGA)
2.2.1.2. Soldering & Reflow
2.2.1.2.1. Soldering
2.2.1.2.2. Selective Soldering
2.2.1.2.3. Reflow Soldering
2.2.1.2.4. PCB Assembly Services
2.2.2. Automation & PLCs
2.2.2.1. Controllers & Robotics
2.2.2.1.1. Fanuc Controllers
2.2.2.1.2. Siemens PLC
2.2.2.1.3. Teach Pendant Programming
2.2.2.1.4. Controller Development System (CoDeSys)
2.2.2.2. Other Automation Tools
2.2.2.2.1. GE Cimplicity
2.2.2.2.2. Polarion ALM (Software)
2.2.2.2.3. Veloce (Siemens EDA)
2.2.3. Electrical Power & Testing
2.2.3.1. Power Systems
2.2.3.1.1. Power Electronics
2.2.3.1.2. Switched-Mode Power Supply
2.2.3.1.3. Pulse-Width Modulation
2.2.3.1.4. Electricity Transmission and Distribution
2.2.3.2. Testing & Inspection
2.2.3.2.1. Electromagnetic Testing
2.2.3.2.2. Fluorescent Penetrant Inspection
2.2.3.2.3. Ultrasonic Testing
2.2.3.2.4. Spark Testing
2.3. Chemical Engineering
2.3.1. Core Chemical Engineering
2.3.1.1. Fundamental Processes
2.3.1.1.1. Heat and Mass Transfer
2.3.1.1.2. Mass Transfer
2.3.1.1.3. Chemical Process Calculation
2.3.1.1.4. Catalytic Reactors
2.3.1.1.5. Stoichiometry
2.3.1.2. Operations
2.3.1.2.1. Titration
2.3.1.2.2. Anodizing
2.3.1.2.3. Polymer Technology
2.3.1.2.4. Hydroponics
2.3.2. Specialized Areas
2.3.2.1. Petroleum & Chemical
2.3.2.1.1. Petroleum Production Operations
2.3.2.1.2. Directional Drilling
2.3.2.2. Lab & Testing
2.3.2.2.1. Core Sampling
2.3.2.2.2. Cone Penetration Testing
2.3.2.2.3. Flow Cytometry
2.3.2.2.4. DNA Electrophoresis
2.3.2.2.5. Pulsed-Field Gel Electrophoresis
2.4. Civil & Structural Engineering
2.4.1. Construction & Materials
2.4.1.1. Structural & Architectural
2.4.1.1.1. RCC Structure and Design
2.4.1.1.2. Design of Steel Structures
2.4.1.1.3. Building Materials
2.4.1.2. Drafting & BIM
2.4.1.2.1. Tekla (BIM Software)
2.4.1.2.2. DraftSight
2.4.1.2.3. AutoCAD
2.4.1.2.4. Autodesk Inventor Certified User
2.4.2. Construction Processes & Equipment
2.4.2.1. Concrete & Masonry
2.4.2.1.1. Concrete Finishing
2.4.2.1.2. Plastering
2.4.2.1.3. Stonemasonry
2.4.2.1.4. Tuckpointing
2.4.3. Highways & Infrastructure
2.4.3.1. Highways & Infrastructure Skills
2.4.3.1.1. Highway Engineering
2.4.3.1.2. Highway Capacity Software
2.4.3.1.3. Flagging Operations
2.4.3.1.4. Damage Assessments
2.5. Mechatronics & Automation
2.5.1. CAD/CAM & 3D Modeling
2.5.1.1. CAD/CAM & 3D Modeling Skills
2.5.1.1.1. Parametric Modeling
2.5.1.1.2. 4D Modeling (Construction)
2.6. Industrial & Production
2.6.1. Process Engineering
2.6.1.1. Process Engineering Skills
2.6.1.1.1. Production Management
2.6.1.1.2. Root cause analysis (RCA)
2.6.1.1.3. Failure Mode Effects And Criticality Analysis (FMECA)
2.6.1.1.4. Design Failure Mode and Effect Analysis (DFMEA)
2.6.1.1.5. Quality Function Deployment (QFD)
2.6.2. Manufacturing Tools & Equipment
2.6.2.1. Manufacturing Tools & Equipment Skills
2.6.2.1.1. Packaging Machine Operation
2.6.2.1.2. Boiler Operator
2.6.3. Safety & Standards
2.6.3.1. Safety & Standards Skills
2.6.3.1.1. Good Manufacturing Practices (GMP)
2.6.3.1.2. Fireproofing
2.6.3.1.3. Asbestos Abatement
2.7. Quality & Testing
2.7.1. Inspection & Evaluation
2.7.1.1. Inspection & Evaluation Skills
2.7.1.1.1. Non-Destructive Testing (NDT)
2.7.1.1.2. Radon Measurement Technician
2.7.1.1.3. Portable Appliance Testing
2.7.1.1.4. Maintenance Testing
2.7.2. Statistical & Analytical
2.7.2.1. Statistical & Analytical Skills
2.7.2.1.1. Six sigma black belt
2.7.2.1.2. Six Sigma White Belt
2.7.2.1.3. Six Sigma Yellow Belt
2.7.2.1.4. Stochastic Optimization
2.7.2.1.5. Engineering Optimization
2.8. Other Engineering Tools & Skills
2.8.1. Software
2.8.1.1. Software Tools
2.8.1.1.1. Siemens NX
2.8.1.1.2. Form-Z
2.8.1.1.3. MicroStation (CAD Design Software)
2.8.1.1.4. CLO3D
2.8.2. Misc. Equipment & Operations
2.8.2.1. Misc. Equipment & Operations Skills
2.8.2.1.1. Hydraulics and Fluid Mechanics
2.8.2.1.2. Theory of Machines
2.8.2.1.3. Machine Design
2.8.2.1.4. Workshop Technology and Manufacturing Process
3. Finance & Accounting
3.1. Accounting & Bookkeeping
3.1.1. Core Accounting
3.1.1.1. Core Accounting Skills
3.1.1.1.1. Accounting
3.1.1.1.2. Bookkeeping
3.1.1.1.3. Generally Accepted Accounting Principles (GAAP)
3.1.1.1.4. Nonprofit Accounting
3.1.1.1.5. Lease Accounting
3.1.2. Tools & Software
3.1.2.1. Tools & Software Skills
3.1.2.1.1. QuickBooks
3.1.2.1.2. Tally
3.1.2.1.3. Zoho Books
3.1.2.1.4. Oracle NetSuite
3.2. Corporate Finance & Analysis
3.2.1. Financial Management
3.2.1.1. Financial Management Skills
3.2.1.1.1. Finance Management and Reporting
3.2.1.1.2. Finance Analysis
3.2.1.1.3. Financial Acumen
3.2.1.1.4. Corporate Finance
3.2.1.1.5. Financial Statement Analysis
3.2.2. Budgeting & Forecasting
3.2.2.1. Budgeting & Forecasting Skills
3.2.2.1.1. Budget Analysis
3.2.2.1.2. Financial Budgeting
3.2.2.1.3. Financial Forecasting
3.2.2.1.4. Budget and Forecasting
3.2.2.1.5. Cost-Volume-Profit (CVP) Analysis
3.2.2.1.6. Standard Deviation
3.3. Taxation & Compliance
3.3.1. Global Tax Regulations
3.3.1.1. Global Tax Regulations Skills
3.3.1.1.1. US Tax Preparation
3.3.1.1.2. Australian Taxation
3.3.1.1.3. GST (India)
3.3.1.1.4. Finland Finance and Taxation
3.3.1.1.5. Puerto Rico Tax Regulations
3.3.1.1.6. Denmark Tax Regulation
3.3.2. India-Specific Taxes
3.3.2.1. India-Specific Taxes Skills
3.3.2.1.1. Tax Deducted at Source (TDS)
3.3.2.1.2. Payroll (India)
3.3.3. Compliance Standards
3.3.3.1. Compliance Standards Skills
3.3.3.1.1. IFRS
3.3.3.1.2. Anti-money Laundering (AML)
3.3.3.1.3. KYC Compliance
3.4. Investment & Trading
3.4.1. Financial Markets
3.4.1.1. Financial Markets Skills
3.4.1.1.1. Day Trading
3.4.1.1.2. Currency Trading
3.4.1.1.3. Option Valuation
3.4.1.1.4. Covered Call
3.4.1.1.5. Bloomberg Terminal
3.4.2. Risk Management
3.4.2.1. Risk Management Skills
3.4.2.1.1. Value At Risk (VaR)
3.4.2.1.2. Risk Analysis
3.4.2.1.3. Cash Flow Analysis
3.4.2.1.4. FICO Falcon Fraud Manager
3.4.2.1.5. Credit Risk
3.5. Banking & Lending
3.5.1. Corporate & Transaction Banking
3.5.1.1. Corporate & Transaction Banking Skills
3.5.1.1.1. Corporate Banking
3.5.1.1.2. Transaction Banking
3.5.1.1.3. Non-Banking Financial Companies (NBFC) Operations
3.5.2. Loans & Mortgages
3.5.2.1. Loans & Mortgages Skills
3.5.2.1.1. Mortgage and Loan Processing
3.5.2.1.2. Fannie Mae Loans
3.5.2.1.3. Freddie Mac Loan
3.5.2.1.4. Jumbo Loan
3.5.2.1.5. Federal Housing Administration (FHA) Loan
3.5.2.1.6. VA Loan
3.5.2.1.7. Mortgage Documentation
3.6. Other Finance Topics
3.6.1. Advanced Analysis
3.6.1.1. Advanced Analysis Skills
3.6.1.1.1. Break-Even Analysis
3.6.1.1.2. Net Present Value
3.6.1.1.3. Project Finance
3.6.1.1.4. Portfolio Management
3.6.2. Accounting Processes
3.6.2.1. Accounting Processes Skills
3.6.2.1.1. Accounts Payable (AP)
3.6.2.1.2. Accounts Receivable (AR)
3.6.2.1.3. Cashflow and Working Capital Management
4. Healthcare & Medical
4.1. Emergency Medical Services
4.1.1. EMT Certifications
4.1.1.1. EMT Certifications Skills
4.1.1.1.1. Emergency Medical Technician - Basic (EMT-B)
4.1.1.1.2. Emergency Medical Technician - Intermediate (EMT-I)
4.1.1.1.3. Advanced Emergency Medical Technician (AEMT)
4.1.1.1.4. Wilderness Emergency Medical Technician (WEMT)
4.1.2. Emergency Procedures
4.1.2.1. Emergency Procedures Skills
4.1.2.1.1. Adult Cardiopulmonary Resuscitation (CPR)
4.1.2.1.2. Child Cardiopulmonary Resuscitation (CPR)
4.1.2.1.3. Bag-Valve Mask Resuscitation
4.1.2.1.4. External Cardiac Massage
4.1.2.1.5. Heimlich Maneuver
4.1.2.1.6. Administering Emergency Oxygen
4.1.2.1.7. Basic First Aid
4.2. Clinical & Nursing Skills
4.2.1. Phlebotomy & Injections
4.2.1.1. Phlebotomy & Injections Skills
4.2.1.1.1. Venipuncture
4.2.1.1.2. Phlebotomy
4.2.1.1.3. Venous Catheterization
4.2.1.1.4. Intramuscular Injection
4.2.1.1.5. Intraperitoneal Injection
4.2.2. Patient Care
4.2.2.1. Patient Care Skills
4.2.2.1.1. Vital Signs Monitoring (Auscultation, etc.)
4.2.2.1.2. Pediatric First Aid
4.2.2.1.3. Pet First Aid
4.2.2.1.4. Mechanical Ventilation
4.2.2.1.5. Oxygen Therapy
4.3. Lab & Diagnostic Procedures
4.3.1. Sample Collection & Testing
4.3.1.1. Sample Collection & Testing Skills
4.3.1.1.1. Specimen Labeling
4.3.1.1.2. Tissue Culture
4.3.1.1.3. Cell Cultures
4.3.2. Medical Lab Technologies
4.3.2.1. Medical Lab Technologies Skills
4.3.2.1.1. Cytotechnology
4.3.2.1.2. Scanning Electron Microscopy
4.3.2.1.3. Photolithography
4.3.2.1.4. Polymerase Chain Reaction
4.3.2.1.5. RNA Extraction
4.4. Medical Procedures & Specialties
4.4.1. Imaging & Radiography
4.4.1.1. Imaging & Radiography Skills
4.4.1.1.1. Computed Radiography
4.4.1.1.2. Mammography
4.4.1.1.3. Registered Diagnostic Medical Sonographer (RDMS)
4.4.2. Other Procedures
4.4.2.1. Other Procedures Skills
4.4.2.1.1. Dosage Calculation
4.4.2.1.2. Postmortem Examination
4.5. Certifications & Other Skills
4.5.1. Professional Certifications
4.5.1.1. Professional Certifications Skills
4.5.1.1.1. Phlebotomy Technician (PBT-ASCP)
4.5.1.1.2. Assistant Laboratory Animal Technician
4.5.2. Medical Administration
4.5.2.1. Medical Administration Skills
4.5.2.1.1. Medical Transcription
4.5.2.1.2. Medidata Rave
5. Functional IT
5.1. Programming & Scripting
5.1.1. Languages & Frameworks
5.1.1.1. Languages & Frameworks Skills
5.1.1.1.1. ANTLR
5.1.1.1.2. VHSIC Hardware Description Language (VHDL)
5.1.1.1.3. High-Level Shader Language (HLSL)
5.1.1.1.4. Tkinter
5.1.1.1.5. SAS (Software)
5.1.2. Data-Oriented
5.1.2.1. Data-Oriented Skills
5.1.2.1.1. Naive Bayes Classifier
5.1.2.1.2. Scilab
5.1.2.1.3. Independent Component Analysis
5.1.2.1.4. Softmax
5.2. Software & Tools
5.2.1. Enterprise & Cloud
5.2.1.1. Enterprise & Cloud Skills
5.2.1.1.1. Oracle HRMS
5.2.1.1.2. Microsoft Dynamics CRM
5.2.1.1.3. IBM Sterling B2B Integrator
5.2.1.1.4. Kinaxis
5.2.2. Development Tools
5.2.2.1. Development Tools Skills
5.2.2.1.1. Filemaker
5.2.2.1.2. Axure RP
5.2.2.1.3. Ab Initio (Software)
5.2.2.1.4. LabVIEW
5.2.2.1.5. Certified LabVIEW Developer (CLD)
5.2.2.1.6. JasperReports
5.2.2.1.7. iReport Designer
5.2.3. Other IT Platforms
5.2.3.1. Other IT Platforms Skills
5.2.3.1.1. DocuSign (Software)
5.2.3.1.2. Mailchimp
5.2.3.1.3. Chart.js (Javascript Library)
5.2.3.1.4. OpenCart
5.2.3.1.5. Oprofile
5.3. Data & Analytics
5.3.1. Databases & BI
5.3.1.1. Databases & BI Skills
5.3.1.1.1. Microsoft Access
5.3.1.1.2. Microsoft Query
5.3.1.1.3. Peoplesoft Application Engine
5.3.1.1.4. Powerpivot
5.3.1.1.5. Powerquery
5.3.2. Statistical & AI Tools
5.3.2.1. Statistical & AI Tools Skills
5.3.2.1.1. Apache Flink
5.3.2.1.2. IBM Query Management Facility
5.3.2.1.3. SAS Macros
5.3.2.1.4. Excel Macros
5.3.2.1.5. Excel Solver
5.3.2.1.6. Correspondence Analysis
5.3.2.1.7. Chi-Squared Tests
5.4. Networking & Security
5.4.1. Network Administration
5.4.1.1. Network Administration Skills
5.4.1.1.1. FCC GMDSS Radio Operator's License
5.4.1.1.2. Zigbee
5.4.2. Access Control & CCTV
5.4.2.1. Access Control & CCTV Skills
5.4.2.1.1. LenelS2 (Access Control System)
5.4.2.1.2. OnSSI (IP Video Management Software)
5.5. Other IT Skills
5.5.1. Operating Systems & Admin
5.5.1.1. Operating Systems & Admin Skills
5.5.1.1.1. Certified Linux Engineer
5.5.1.1.2. Unified Messaging
5.5.1.1.3. Siebel Escript
5.5.2. Misc. Tools & Concepts
5.5.2.1. Misc. Tools & Concepts Skills
5.5.2.1.1. CRM Fundamentals
5.5.2.1.2. Microsoft Dynamics CRM Customization
6. Construction & Skilled Trades
6.1. Carpentry & Masonry
6.1.1. Woodworking & Finishing
6.1.1.1. Woodworking & Finishing Skills
6.1.1.1.1. Carpentry
6.1.1.1.2. Drywall (Installation And Repair)
6.1.1.1.3. Tiling
6.1.1.1.4. Rebar Tying
6.2. Welding & Metal Trades
6.2.1. Metal Joining
6.2.1.1. Metal Joining Skills
6.2.1.1.1. Spot Welding
6.2.2. Pipe & Tube
6.2.2.1. Pipe & Tube Skills
6.2.2.1.1. Pipe Threading
6.3. Roofing & Flooring
6.3.1. Roofing
6.3.1.1. Roofing Skills
6.3.1.1.1. Single-Ply Roofing
6.3.1.1.2. Shingling
6.3.2. Flooring
6.3.2.1. Flooring Skills
6.3.2.1.1. Carpet Installation
6.3.2.1.2. Carpet Cleaning
6.3.2.1.3. Vinyl Flooring
6.3.2.1.4. Laminate Flooring
6.4. Painting & Surface Finishing
6.4.1. Exterior & Interior Painting
6.4.1.1. Exterior & Interior Painting Skills
6.4.1.1.1. Exterior Painting
6.4.1.1.2. Floor Sanding
6.4.2. Surface Coating
6.4.2.1. Surface Coating Skills
6.4.2.1.1. Powder Coating
6.4.2.1.2. Glazing
6.5. Heavy Equipment Operation
6.5.1. Vehicles & Machinery
6.5.1.1. Vehicles & Machinery Skills
6.5.1.1.1. All Terrain Vehicle (ATV) Certification
6.5.1.1.2. NCCER HEO Dozer
6.5.1.1.3. NCCER HEO Scraper
6.5.1.1.4. NCCER Mobile Crane Operator
6.5.1.1.5. Overhead Crane Operation
6.5.2. Cranes & Rigging
6.5.2.1. Cranes & Rigging Skills
6.5.2.1.1. NCCER Rigger
6.5.2.1.2. NCCER Mobile Crane Operator
6.5.2.1.3. Overhead Crane Operation
7. Human Resources
7.1. HR Generalist & Operations
7.1.1. Core HR
7.1.1.1. Core HR Skills
7.1.1.1.1. HR General
7.1.1.1.2. HR Operations
7.1.1.1.3. Employee Relations
7.1.1.1.4. Conflict Management
7.1.2. HR Compliance
7.1.2.1. HR Compliance Skills
7.1.2.1.1. Family and Medical Leave Act (FMLA)
7.1.2.1.2. Equal Employment Opportunity Laws (EEO)
7.1.2.1.3. Fair Labor Standards Act (FLSA)
7.2. Recruitment & Talent Acquisition
7.2.1. Recruiting Skills
7.2.1.1. Recruiting Skills Sub
7.2.1.1.1. Talent Acquisition
7.2.1.1.2. Boolean Search
7.2.2. Selection & Assessment
7.2.2.1. Selection & Assessment Skills
7.2.2.1.1. Placeholder skill 1
7.2.2.1.2. Placeholder skill 2
7.3. Compensation & Payroll
7.3.1. Benefits & Payroll
7.3.1.1. Benefits & Payroll Skills
7.3.1.1.1. Compensation and Benefits
7.3.1.1.2. Payroll
7.3.2. HRIS & Tools
7.3.2.1. HRIS & Tools Skills
7.3.2.1.1. HRIS fundamentals
7.3.2.1.2. Paylocity
7.4. HR Analytics & Reporting
7.4.1. Metrics & Analysis
7.4.1.1. Metrics & Analysis Skills
7.4.1.1.1. HR Analytics
8. Marketing & Sales
8.1. Digital Marketing
8.1.1. Search & SEO
8.1.1.1. Search & SEO Skills
8.1.1.1.1. Search Engine Marketing (SEM)
8.1.1.1.2. On-Page SEO
8.1.1.1.3. Off-Page SEO
8.1.1.1.4. Keyword Research and Analysis
8.1.2. Ads & PPC
8.1.2.1. Ads & PPC Skills
8.1.2.1.1. Google Adwords
8.1.2.1.2. Facebook Ads
8.1.2.1.3. TikTok Ads
8.1.2.1.4. LinkedIn Ads
8.1.2.1.5. Twitter Ads
8.1.2.1.6. Pay-Per-Click Advertising (PPC)
8.2. Marketing Fundamentals
8.2.1. Traditional & Experiential
8.2.1.1. Traditional & Experiential Skills
8.2.1.1.1. BTL Marketing
8.2.1.1.2. ATL Marketing
8.2.1.1.3. Experiential Marketing
8.2.1.1.4. Location-Based Marketing
8.2.2. Strategy & Analysis
8.2.2.1. Strategy & Analysis Skills
8.2.2.1.1. Market Research and Analysis
8.2.2.1.2. Content Marketing Strategy
8.2.2.1.3. Campaign Management
8.2.2.1.4. Storytelling
8.3. Sales Skills
8.3.1. Core Sales
8.3.1.1. Core Sales Skills
8.3.1.1.1. Sales
8.3.1.1.2. Sales Prospecting
8.3.1.1.3. Sales Negotiation
8.3.1.1.4. Advertising Sales
8.3.2. Customer-Focused
8.3.2.1. Customer-Focused Skills
8.3.2.1.1. Customer Success
8.3.2.1.2. Customer Service
8.4. Marketing Tools & CRMs
8.4.1. Marketing Automation
8.4.1.1. Marketing Automation Skills
8.4.1.1.1. Hootsuite
8.4.1.1.2. HubSpot
8.4.1.1.3. Marketo
8.4.2. Email & Affiliate
8.4.2.1. Email & Affiliate Skills
8.4.2.1.1. Email Campaigns
8.4.2.1.2. Affiliate Marketing
8.4.2.1.3. Affiliate Marketing Tools
8.4.3. Analytics & Management
8.4.3.1. Analytics & Management Skills
8.4.3.1.1. Google Analytics
8.4.3.1.2. SEO
9. Legal & Compliance
9.1. Legal Writing & Transcription
9.1.1. Drafting & Editing
9.1.1.1. Drafting & Editing Skills
9.1.1.1.1. Contract Drafting
9.1.1.1.2. Legal Writing
9.1.1.1.3. Copy Editing
9.1.1.1.4. Transcribing
9.1.1.1.5. Legal Transcription
9.2. Corporate & Regulatory
9.2.1. Corporate Law
9.2.1.1. Corporate Law Skills
9.2.1.1.1. Regulations & Standards
9.2.1.1.2. Sarbanes-Oxley Act (SOX)
9.2.1.1.3. Indian Auditing Standards and Attestation
9.2.1.1.4. Auditing and attestation
9.2.2. Other Compliance
9.2.2.1. Other Compliance Skills
9.2.2.1.1. GDPR
9.2.2.1.2. SOC Compliance
10. Creative & Design
10.1. Graphic Design & Illustration
10.1.1. 2D & Digital Art
10.1.1.1. 2D & Digital Art Skills
10.1.1.1.1. Affinity Designer
10.1.1.1.2. Procreate (Software)
10.1.1.1.3. Adobe Experience Platform Launch
10.1.1.1.4. Articulate Storyline
10.1.2. Embroidery & Fashion
10.1.2.1. Embroidery & Fashion Skills
10.1.2.1.1. Embroidery Software
10.1.2.1.2. Fashion Design
10.1.2.1.3. Flat Sketching
10.2. Photography & Videography
10.2.1. Camera & Shooting
10.2.1.1. Camera & Shooting Skills
10.2.1.1.1. HDR Photography
10.2.1.1.2. Aerial Photography
10.2.1.1.3. Forensic Photography
10.2.2. Video & Motion
10.2.2.1. Video & Motion Skills
10.2.2.1.1. Stop Motion
10.2.2.1.2. Video Encoding
10.2.2.1.3. Apple Certified Pro - Final Cut Pro
10.3. 3D Modeling & Animation
10.3.1. Tools & Software
10.3.1.1. Tools & Software Skills
10.3.1.1.1. Autodesk Maya Certified User
10.3.1.1.2. FumeFX
10.3.1.1.3. Substance Designer (3D Graphics Software)
10.3.1.1.4. MARI
10.3.1.1.5. Ray Tracing
10.3.2. CAD/Design Overlap
10.3.2.1. CAD/Design Overlap Skills
10.3.2.1.1. Grasshopper (Design Software)
10.3.2.1.2. Freeform (Design Tool)
10.4. Performing Arts & Music
10.4.1. Music
10.4.1.1. Music Skills
10.4.1.1.1. Acoustic Guitar
10.4.1.1.2. Electric Bass Guitars
10.4.1.1.3. Ensemble Conducting
10.4.1.1.4. Live Sound Mixing
10.4.1.1.5. Audio Mixing
10.4.2. Performing Skills
10.4.2.1. Performing Skills Sub
10.4.2.1.1. Stage Combat
10.4.2.1.2. Tap Dance
10.4.2.1.3. Voice Acting
10.4.2.1.4. Theatrical Makeup
11. Language & Communication
11.1. Foreign Languages
11.1.1. African & Middle-Eastern
11.1.1.1. African & Middle-Eastern Skills
11.1.1.1.1. Swahili Language
11.1.1.1.2. Afrikaans Language
11.1.1.1.3. Arabic Language
11.1.2. Asian & Pacific
11.1.2.1. Asian & Pacific Skills
11.1.2.1.1. Armenian Language
11.1.2.1.2. Taishanese
11.1.2.1.3. Cambodian Language
11.1.2.1.4. Tongan Language
11.1.3. European
11.1.3.1. European Skills
11.1.3.1.1. Latin
11.1.3.1.2. Bulgarian Language
11.2. Writing & Editing
11.2.1. Professional Writing
11.2.1.1. Professional Writing Skills
11.2.1.1.1. Copywriting
11.2.1.1.2. Debating
11.2.1.1.3. Notetaking
11.2.2. Transcription & Stenography
11.2.2.1. Transcription & Stenography Skills
11.2.2.1.1. Shorthand
11.2.2.1.2. Stenography
11.2.2.1.3. Stenotype
11.3. Other Communication
11.3.1. Verbal & Presentation
11.3.1.1. Verbal & Presentation Skills
11.3.1.1.1. Public Speaking
11.3.1.1.2. Persuasive Communication
11.3.2. Typing
11.3.2.1. Typing Skills
11.3.2.1.1. Copy Typing
11.3.2.1.2. Touch Typing
12. Operations & Logistics
12.1. Supply Chain & Procurement
12.1.1. Logistics Management
12.1.1.1. Logistics Management Skills
12.1.1.1.1. Supply chain Management
12.1.1.1.2. Logistics Management
12.1.1.1.3. Logistics Distribution
12.1.2. Purchasing & Inventory
12.1.2.1. Purchasing & Inventory Skills
12.1.2.1.1. Procurement
12.1.2.1.2. Purchase Management
12.1.2.1.3. Inventory Management
12.1.2.1.4. Inventory Valuation
12.2. Transportation & Shipping
12.2.1. Vehicle Operation
12.2.1.1. Vehicle Operation Skills
12.2.1.1.1. Forklift Truck
12.2.1.1.2. Large Goods Vehicle
12.2.1.1.3. Flatbed Truck Operation
12.2.2. Marine & Air Navigation
12.2.2.1. Marine & Air Navigation Skills
12.2.2.1.1. Marine Navigation
12.2.2.1.2. Celestial Navigation
12.2.2.1.3. Air Navigation
12.2.2.1.4. Flight Planning
12.3. Production & Maintenance
12.3.1. Equipment & Tools
12.3.1.1. Equipment & Tools Skills
12.3.1.1.1. Hydraulic Jacks
12.3.1.1.2. Pressure Washer
12.3.2. Facility Maintenance
12.3.2.1. Facility Maintenance Skills
12.3.2.1.1. Swimming Pool Maintenance
12.3.2.1.2. Mold Setting
13. General & Administrative
13.1. Office Management & Clerical
13.1.1. Administration
13.1.1.1. Administration Skills
13.1.1.1.1. Office Management
13.1.1.1.2. Time Management
13.1.1.1.3. Attention to Detail
13.1.2. Data Entry
13.1.2.1. Data Entry & Recordkeeping Skills
13.1.2.1.1. Clerical & Data Entry
13.1.2.1.2. Numeric Data Entry
13.1.2.1.3. Alphanumeric Data Entry
13.2. Project & Process Management
13.2.1. Project Management
13.2.1.1. Project Management Skills
13.2.1.1.1. Project Recovery
13.2.1.1.2. Process Management
13.2.1.1.3. ITIL
13.2.2. Operations
13.2.2.1. Operations Skills
13.2.2.1.1. L1 Customer Support
13.2.2.1.2. Sales Order Management
13.3. Business Acumen & Misc.
13.3.1. General Awareness
13.3.1.1. General Awareness Skills
13.3.1.1.1. Internet Search
13.3.1.1.2. General Awareness
13.3.2. Professional Skills
13.3.2.1. Professional Skills Subcategory
13.3.2.1.1. Business Acumen
13.3.2.1.2. Decision Making
14. Aptitude
14.1. Numerical Ability
14.1.1. Basic Math & Arithmetic
14.1.1.1. Basic Math & Arithmetic Skills
14.1.1.1.1. Basic Arithmetic
14.1.1.1.2. Basic Mathematics
14.1.1.1.3. Data Interpretation
14.1.2. Advanced Math
14.1.2.1. Advanced Math Skills
14.1.2.1.1. Advanced Numeric Ability
14.1.2.1.2. Multivariable Calculus
14.1.2.1.3. Geometry and Mensuration
14.2. Verbal Ability
14.2.1. Basic English
14.2.1.1. Basic English Skills
14.2.1.1.1. Vocabulary, Antonym, Synonym
14.2.1.1.2. Fill in the Blanks
14.2.1.1.3. Sentence Correction
14.2.2. Reading & Comprehension
14.2.2.1. Reading & Comprehension Skills
14.2.2.1.1. Reading Comprehension
14.2.2.1.2. Parajumble
14.2.2.1.3. Listening Comprehension
14.3. Reasoning & Logic
14.3.1. Visual & Spatial
14.3.1.1. Visual & Spatial Skills
14.3.1.1.1. Diagrammatic and Spatial Reasoning
14.3.1.1.2. Patterns
14.3.1.1.3. Number Series
14.3.2. Logical Thinking
14.3.2.1. Logical Thinking Skills
14.3.2.1.1. Critical Reasoning
14.3.2.1.2. Decision Analysis
14.3.2.1.3. Directional Puzzles
14.3.2.1.4. Blood Relations
15. Miscellaneous or Cross-Industry
15.1. Licenses & Certificates
15.1.1. Driving & Operating
15.1.1.1. Driving & Operating Skills
15.1.1.1.1. Defensive Driving
15.1.1.1.2. Emergency Vehicle Operation
15.1.1.1.3. Certified Flight Instructor
15.1.1.1.4. Locomotive (Operation)
15.1.2. Other Certifications
15.1.2.1. Other Certifications Skills
15.1.2.1.1. Certified Basketball Official
15.1.2.1.2. Certified Television Operator
15.1.2.1.3. Certified AM Directional Specialist
15.2. Safety & Security
15.2.1. Law Enforcement & Security
15.2.1.1. Law Enforcement & Security Skills
15.2.1.1.1. Baton (Law Enforcement)
15.2.1.1.2. Riot Control
15.2.1.1.3. Taser
15.2.2. Occupational Safety
15.2.2.1. Occupational Safety Skills
15.2.2.1.1. Safety Audits
15.3. Other Specialized Skills
15.3.1. Unique Trades & Hobbies
15.3.1.1. Unique Trades & Hobbies Skills
15.3.1.1.1. Beekeeping
15.3.1.1.2. Hairstyling
15.3.1.1.3. Hair Care
15.3.1.1.4. Chair Massage