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. Finance & Accounting
2.1. Accounting & Bookkeeping
2.1.1. Core Accounting
2.1.1.1. Core Accounting Skills
2.1.1.1.1. Accounting
2.1.1.1.2. Bookkeeping
2.1.1.1.3. Generally Accepted Accounting Principles (GAAP)
2.1.1.1.4. Nonprofit Accounting
2.1.1.1.5. Lease Accounting
2.1.2. Tools & Software
2.1.2.1. Tools & Software Skills
2.1.2.1.1. QuickBooks
2.1.2.1.2. Tally
2.1.2.1.3. Zoho Books
2.1.2.1.4. Oracle NetSuite
2.2. Corporate Finance & Analysis
2.2.1. Financial Management
2.2.1.1. Financial Management Skills
2.2.1.1.1. Finance Management and Reporting
2.2.1.1.2. Finance Analysis
2.2.1.1.3. Financial Acumen
2.2.1.1.4. Corporate Finance
2.2.1.1.5. Financial Statement Analysis
2.2.2. Budgeting & Forecasting
2.2.2.1. Budgeting & Forecasting Skills
2.2.2.1.1. Budget Analysis
2.2.2.1.2. Financial Budgeting
2.2.2.1.3. Financial Forecasting
2.2.2.1.4. Budget and Forecasting
2.2.2.1.5. Cost-Volume-Profit (CVP) Analysis
2.2.2.1.6. Standard Deviation
2.3. Taxation & Compliance
2.3.1. Global Tax Regulations
2.3.1.1. Global Tax Regulations Skills
2.3.1.1.1. US Tax Preparation
2.3.1.1.2. Australian Taxation
2.3.1.1.3. GST (India)
2.3.1.1.4. Finland Finance and Taxation
2.3.1.1.5. Puerto Rico Tax Regulations
2.3.1.1.6. Denmark Tax Regulation
2.3.2. India-Specific Taxes
2.3.2.1. India-Specific Taxes Skills
2.3.2.1.1. Tax Deducted at Source (TDS)
2.3.2.1.2. Payroll (India)
2.3.3. Compliance Standards
2.3.3.1. Compliance Standards Skills
2.3.3.1.1. IFRS
2.3.3.1.2. Anti-money Laundering (AML)
2.3.3.1.3. KYC Compliance
2.4. Investment & Trading
2.4.1. Financial Markets
2.4.1.1. Financial Markets Skills
2.4.1.1.1. Day Trading
2.4.1.1.2. Currency Trading
2.4.1.1.3. Option Valuation
2.4.1.1.4. Covered Call
2.4.1.1.5. Bloomberg Terminal
2.4.2. Risk Management
2.4.2.1. Risk Management Skills
2.4.2.1.1. Value At Risk (VaR)
2.4.2.1.2. Risk Analysis
2.4.2.1.3. Cash Flow Analysis
2.4.2.1.4. FICO Falcon Fraud Manager
2.4.2.1.5. Credit Risk
2.5. Banking & Lending
2.5.1. Corporate & Transaction Banking
2.5.1.1. Corporate & Transaction Banking Skills
2.5.1.1.1. Corporate Banking
2.5.1.1.2. Transaction Banking
2.5.1.1.3. Non-Banking Financial Companies (NBFC) Operations
2.5.2. Loans & Mortgages
2.5.2.1. Loans & Mortgages Skills
2.5.2.1.1. Mortgage and Loan Processing
2.5.2.1.2. Fannie Mae Loans
2.5.2.1.3. Freddie Mac Loan
2.5.2.1.4. Jumbo Loan
2.5.2.1.5. Federal Housing Administration (FHA) Loan
2.5.2.1.6. VA Loan
2.5.2.1.7. Mortgage Documentation
2.6. Other Finance Topics
2.6.1. Advanced Analysis
2.6.1.1. Advanced Analysis Skills
2.6.1.1.1. Break-Even Analysis
2.6.1.1.2. Net Present Value
2.6.1.1.3. Project Finance
2.6.1.1.4. Portfolio Management
2.6.2. Accounting Processes
2.6.2.1. Accounting Processes Skills
2.6.2.1.1. Accounts Payable (AP)
2.6.2.1.2. Accounts Receivable (AR)
2.6.2.1.3. Cashflow and Working Capital Management
3. Functional IT
3.1. Programming & Scripting
3.1.1. Languages & Frameworks
3.1.1.1. Languages & Frameworks Skills
3.1.1.1.1. ANTLR
3.1.1.1.2. VHSIC Hardware Description Language (VHDL)
3.1.1.1.3. High-Level Shader Language (HLSL)
3.1.1.1.4. Tkinter
3.1.1.1.5. SAS (Software)
3.1.2. Data-Oriented
3.1.2.1. Data-Oriented Skills
3.1.2.1.1. Naive Bayes Classifier
3.1.2.1.2. Scilab
3.1.2.1.3. Independent Component Analysis
3.1.2.1.4. Softmax
3.2. Software & Tools
3.2.1. Enterprise & Cloud
3.2.1.1. Enterprise & Cloud Skills
3.2.1.1.1. Oracle HRMS
3.2.1.1.2. Microsoft Dynamics CRM
3.2.1.1.3. IBM Sterling B2B Integrator
3.2.1.1.4. Kinaxis
3.2.2. Development Tools
3.2.2.1. Development Tools Skills
3.2.2.1.1. Filemaker
3.2.2.1.2. Axure RP
3.2.2.1.3. Ab Initio (Software)
3.2.2.1.4. LabVIEW
3.2.2.1.5. Certified LabVIEW Developer (CLD)
3.2.2.1.6. JasperReports
3.2.2.1.7. iReport Designer
3.2.3. Other IT Platforms
3.2.3.1. Other IT Platforms Skills
3.2.3.1.1. DocuSign (Software)
3.2.3.1.2. Mailchimp
3.2.3.1.3. Chart.js (Javascript Library)
3.2.3.1.4. OpenCart
3.2.3.1.5. Oprofile
3.3. Data & Analytics
3.3.1. Databases & BI
3.3.1.1. Databases & BI Skills
3.3.1.1.1. Microsoft Access
3.3.1.1.2. Microsoft Query
3.3.1.1.3. Peoplesoft Application Engine
3.3.1.1.4. Powerpivot
3.3.1.1.5. Powerquery
3.3.2. Statistical & AI Tools
3.3.2.1. Statistical & AI Tools Skills
3.3.2.1.1. Apache Flink
3.3.2.1.2. IBM Query Management Facility
3.3.2.1.3. SAS Macros
3.3.2.1.4. Excel Macros
3.3.2.1.5. Excel Solver
3.3.2.1.6. Correspondence Analysis
3.3.2.1.7. Chi-Squared Tests
3.4. Networking & Security
3.4.1. Network Administration
3.4.1.1. Network Administration Skills
3.4.1.1.1. FCC GMDSS Radio Operator's License
3.4.1.1.2. Zigbee
3.4.2. Access Control & CCTV
3.4.2.1. Access Control & CCTV Skills
3.4.2.1.1. LenelS2 (Access Control System)
3.4.2.1.2. OnSSI (IP Video Management Software)
3.5. Other IT Skills
3.5.1. Operating Systems & Admin
3.5.1.1. Operating Systems & Admin Skills
3.5.1.1.1. Certified Linux Engineer
3.5.1.1.2. Unified Messaging
3.5.1.1.3. Siebel Escript
3.5.2. Misc. Tools & Concepts
3.5.2.1. Misc. Tools & Concepts Skills
3.5.2.1.1. CRM Fundamentals
3.5.2.1.2. Microsoft Dynamics CRM Customization
4. Human Resources
4.1. HR Generalist & Operations
4.1.1. Core HR
4.1.1.1. Core HR Skills
4.1.1.1.1. HR General
4.1.1.1.2. HR Operations
4.1.1.1.3. Employee Relations
4.1.1.1.4. Conflict Management
4.1.2. HR Compliance
4.1.2.1. HR Compliance Skills
4.1.2.1.1. Family and Medical Leave Act (FMLA)
4.1.2.1.2. Equal Employment Opportunity Laws (EEO)
4.1.2.1.3. Fair Labor Standards Act (FLSA)
4.2. Recruitment & Talent Acquisition
4.2.1. Recruiting Skills
4.2.1.1. Recruiting Skills Sub
4.2.1.1.1. Talent Acquisition
4.2.1.1.2. Boolean Search
4.2.2. Selection & Assessment
4.2.2.1. Selection & Assessment Skills
4.2.2.1.1. Placeholder skill 1
4.2.2.1.2. Placeholder skill 2
4.3. Compensation & Payroll
4.3.1. Benefits & Payroll
4.3.1.1. Benefits & Payroll Skills
4.3.1.1.1. Compensation and Benefits
4.3.1.1.2. Payroll
4.3.2. HRIS & Tools
4.3.2.1. HRIS & Tools Skills
4.3.2.1.1. HRIS fundamentals
4.3.2.1.2. Paylocity
4.4. HR Analytics & Reporting
4.4.1. Metrics & Analysis
4.4.1.1. Metrics & Analysis Skills
4.4.1.1.1. HR Analytics
5. Legal & Compliance
5.1. Legal Writing & Transcription
5.1.1. Drafting & Editing
5.1.1.1. Drafting & Editing Skills
5.1.1.1.1. Contract Drafting
5.1.1.1.2. Legal Writing
5.1.1.1.3. Copy Editing
5.1.1.1.4. Transcribing
5.1.1.1.5. Legal Transcription
5.2. Corporate & Regulatory
5.2.1. Corporate Law
5.2.1.1. Corporate Law Skills
5.2.1.1.1. Regulations & Standards
5.2.1.1.2. Sarbanes-Oxley Act (SOX)
5.2.1.1.3. Indian Auditing Standards and Attestation
5.2.1.1.4. Auditing and attestation
5.2.2. Other Compliance
5.2.2.1. Other Compliance Skills
5.2.2.1.1. GDPR
5.2.2.1.2. SOC Compliance
6. Language & Communication
6.1. Foreign Languages
6.1.1. African & Middle-Eastern
6.1.1.1. African & Middle-Eastern Skills
6.1.1.1.1. Swahili Language
6.1.1.1.2. Afrikaans Language
6.1.1.1.3. Arabic Language
6.1.2. Asian & Pacific
6.1.2.1. Asian & Pacific Skills
6.1.2.1.1. Armenian Language
6.1.2.1.2. Taishanese
6.1.2.1.3. Cambodian Language
6.1.2.1.4. Tongan Language
6.1.3. European
6.1.3.1. European Skills
6.1.3.1.1. Latin
6.1.3.1.2. Bulgarian Language
6.2. Writing & Editing
6.2.1. Professional Writing
6.2.1.1. Professional Writing Skills
6.2.1.1.1. Copywriting
6.2.1.1.2. Debating
6.2.1.1.3. Notetaking
6.2.2. Transcription & Stenography
6.2.2.1. Transcription & Stenography Skills
6.2.2.1.1. Shorthand
6.2.2.1.2. Stenography
6.2.2.1.3. Stenotype
6.3. Other Communication
6.3.1. Verbal & Presentation
6.3.1.1. Verbal & Presentation Skills
6.3.1.1.1. Public Speaking
6.3.1.1.2. Persuasive Communication
6.3.2. Typing
6.3.2.1. Typing Skills
6.3.2.1.1. Copy Typing
6.3.2.1.2. Touch Typing
7. General & Administrative
7.1. Office Management & Clerical
7.1.1. Administration
7.1.1.1. Administration Skills
7.1.1.1.1. Office Management
7.1.1.1.2. Time Management
7.1.1.1.3. Attention to Detail
7.1.2. Data Entry
7.1.2.1. Data Entry & Recordkeeping Skills
7.1.2.1.1. Clerical & Data Entry
7.1.2.1.2. Numeric Data Entry
7.1.2.1.3. Alphanumeric Data Entry
7.2. Project & Process Management
7.2.1. Project Management
7.2.1.1. Project Management Skills
7.2.1.1.1. Project Recovery
7.2.1.1.2. Process Management
7.2.1.1.3. ITIL
7.2.2. Operations
7.2.2.1. Operations Skills
7.2.2.1.1. L1 Customer Support
7.2.2.1.2. Sales Order Management
7.3. Business Acumen & Misc.
7.3.1. General Awareness
7.3.1.1. General Awareness Skills
7.3.1.1.1. Internet Search
7.3.1.1.2. General Awareness
7.3.2. Professional Skills
7.3.2.1. Professional Skills Subcategory
7.3.2.1.1. Business Acumen
7.3.2.1.2. Decision Making
8. Miscellaneous or Cross-Industry
8.1. Licenses & Certificates
8.1.1. Driving & Operating
8.1.1.1. Driving & Operating Skills
8.1.1.1.1. Defensive Driving
8.1.1.1.2. Emergency Vehicle Operation
8.1.1.1.3. Certified Flight Instructor
8.1.1.1.4. Locomotive (Operation)
8.1.2. Other Certifications
8.1.2.1. Other Certifications Skills
8.1.2.1.1. Certified Basketball Official
8.1.2.1.2. Certified Television Operator
8.1.2.1.3. Certified AM Directional Specialist
8.2. Safety & Security
8.2.1. Law Enforcement & Security
8.2.1.1. Law Enforcement & Security Skills
8.2.1.1.1. Baton (Law Enforcement)
8.2.1.1.2. Riot Control
8.2.1.1.3. Taser
8.2.2. Occupational Safety
8.2.2.1. Occupational Safety Skills
8.2.2.1.1. Safety Audits
8.3. Other Specialized Skills
8.3.1. Unique Trades & Hobbies
8.3.1.1. Unique Trades & Hobbies Skills
8.3.1.1.1. Beekeeping
8.3.1.1.2. Hairstyling
8.3.1.1.3. Hair Care
8.3.1.1.4. Chair Massage
9. Engineering & Manufacturing
9.1. Mechanical Engineering
9.1.1. Machining & Fabrication
9.1.1.1. Milling & CNC
9.1.1.1.1. CNC Milling
9.1.1.1.2. Milling
9.1.1.1.3. AlphaCAM
9.1.1.1.4. CNC Router
9.1.1.2. Welding & Cutting
9.1.1.2.1. Structural Welding
9.1.1.2.2. Groove Welding
9.1.1.2.3. Shielded Metal Arc Welding
9.1.1.2.4. Submerged Arc Welding
9.1.1.2.5. Plasma Arc Welding
9.1.1.2.6. Gas Tungsten Arc Welding
9.1.1.2.7. Gas Metal Arc Welding
9.1.1.2.8. Arc Welding
9.1.1.2.9. Robot Welding
9.1.1.2.10. Oxy-Fuel Welding And Cutting
9.1.1.2.11. Air Carbon Arc Cutting
9.1.1.2.12. Air Carbon Arc
9.1.1.2.13. Brazing (Metal Work)
9.1.1.2.14. Beveling
9.1.1.2.15. Fusion Welding
9.1.1.2.16. Stud Welding
9.1.1.2.17. Ultrasonic Welding
9.1.1.2.18. Flame Cutting
9.1.1.3. Other Machining Skills
9.1.1.3.1. Surface Grinding
9.1.1.3.2. Tube Bending
9.1.1.3.3. Contour Milling
9.1.1.3.4. Cold Saw
9.1.1.3.5. Jackhammers
9.1.1.3.6. Hand Welding
9.1.2. Mechanical Tools & Processes
9.1.2.1. Maintenance & Operation
9.1.2.1.1. Tracked Loader
9.1.2.1.2. Gantry Crane
9.1.2.1.3. Dropping And Hooking
9.1.2.2. Testing & Measurements
9.1.2.2.1. Coordinate Measuring Machine (CMM)
9.1.2.2.2. Vibration Analysis
9.2. Electrical & Electronics Engineering
9.2.1. Circuits & Components
9.2.1.1. Circuit Skills
9.2.1.1.1. Circuit Assembly
9.2.1.1.2. Circuit Testing
9.2.1.1.3. Boundary Scan
9.2.1.1.4. Mixed-Signal Integrated Circuits
9.2.1.1.5. VLSI Design
9.2.1.1.6. Electric Circuits
9.2.1.1.7. Field-Programmable Gate Array (FPGA)
9.2.1.2. Soldering & Reflow
9.2.1.2.1. Soldering
9.2.1.2.2. Selective Soldering
9.2.1.2.3. Reflow Soldering
9.2.1.2.4. PCB Assembly Services
9.2.2. Automation & PLCs
9.2.2.1. Controllers & Robotics
9.2.2.1.1. Fanuc Controllers
9.2.2.1.2. Siemens PLC
9.2.2.1.3. Teach Pendant Programming
9.2.2.1.4. Controller Development System (CoDeSys)
9.2.2.2. Other Automation Tools
9.2.2.2.1. GE Cimplicity
9.2.2.2.2. Polarion ALM (Software)
9.2.2.2.3. Veloce (Siemens EDA)
9.2.3. Electrical Power & Testing
9.2.3.1. Power Systems
9.2.3.1.1. Power Electronics
9.2.3.1.2. Switched-Mode Power Supply
9.2.3.1.3. Pulse-Width Modulation
9.2.3.1.4. Electricity Transmission and Distribution
9.2.3.2. Testing & Inspection
9.2.3.2.1. Electromagnetic Testing
9.2.3.2.2. Fluorescent Penetrant Inspection
9.2.3.2.3. Ultrasonic Testing
9.2.3.2.4. Spark Testing
9.3. Chemical Engineering
9.3.1. Core Chemical Engineering
9.3.1.1. Fundamental Processes
9.3.1.1.1. Heat and Mass Transfer
9.3.1.1.2. Mass Transfer
9.3.1.1.3. Chemical Process Calculation
9.3.1.1.4. Catalytic Reactors
9.3.1.1.5. Stoichiometry
9.3.1.2. Operations
9.3.1.2.1. Titration
9.3.1.2.2. Anodizing
9.3.1.2.3. Polymer Technology
9.3.1.2.4. Hydroponics
9.3.2. Specialized Areas
9.3.2.1. Petroleum & Chemical
9.3.2.1.1. Petroleum Production Operations
9.3.2.1.2. Directional Drilling
9.3.2.2. Lab & Testing
9.3.2.2.1. Core Sampling
9.3.2.2.2. Cone Penetration Testing
9.3.2.2.3. Flow Cytometry
9.3.2.2.4. DNA Electrophoresis
9.3.2.2.5. Pulsed-Field Gel Electrophoresis
9.4. Civil & Structural Engineering
9.4.1. Construction & Materials
9.4.1.1. Structural & Architectural
9.4.1.1.1. RCC Structure and Design
9.4.1.1.2. Design of Steel Structures
9.4.1.1.3. Building Materials
9.4.1.2. Drafting & BIM
9.4.1.2.1. Tekla (BIM Software)
9.4.1.2.2. DraftSight
9.4.1.2.3. AutoCAD
9.4.1.2.4. Autodesk Inventor Certified User
9.4.2. Construction Processes & Equipment
9.4.2.1. Concrete & Masonry
9.4.2.1.1. Concrete Finishing
9.4.2.1.2. Plastering
9.4.2.1.3. Stonemasonry
9.4.2.1.4. Tuckpointing
9.4.3. Highways & Infrastructure
9.4.3.1. Highways & Infrastructure Skills
9.4.3.1.1. Highway Engineering
9.4.3.1.2. Highway Capacity Software
9.4.3.1.3. Flagging Operations
9.4.3.1.4. Damage Assessments
9.5. Mechatronics & Automation
9.5.1. CAD/CAM & 3D Modeling
9.5.1.1. CAD/CAM & 3D Modeling Skills
9.5.1.1.1. Parametric Modeling
9.5.1.1.2. 4D Modeling (Construction)
9.6. Industrial & Production
9.6.1. Process Engineering
9.6.1.1. Process Engineering Skills
9.6.1.1.1. Production Management
9.6.1.1.2. Root cause analysis (RCA)
9.6.1.1.3. Failure Mode Effects And Criticality Analysis (FMECA)
9.6.1.1.4. Design Failure Mode and Effect Analysis (DFMEA)
9.6.1.1.5. Quality Function Deployment (QFD)
9.6.2. Manufacturing Tools & Equipment
9.6.2.1. Manufacturing Tools & Equipment Skills
9.6.2.1.1. Packaging Machine Operation
9.6.2.1.2. Boiler Operator
9.6.3. Safety & Standards
9.6.3.1. Safety & Standards Skills
9.6.3.1.1. Good Manufacturing Practices (GMP)
9.6.3.1.2. Fireproofing
9.6.3.1.3. Asbestos Abatement
9.7. Quality & Testing
9.7.1. Inspection & Evaluation
9.7.1.1. Inspection & Evaluation Skills
9.7.1.1.1. Non-Destructive Testing (NDT)
9.7.1.1.2. Radon Measurement Technician
9.7.1.1.3. Portable Appliance Testing
9.7.1.1.4. Maintenance Testing
9.7.2. Statistical & Analytical
9.7.2.1. Statistical & Analytical Skills
9.7.2.1.1. Six sigma black belt
9.7.2.1.2. Six Sigma White Belt
9.7.2.1.3. Six Sigma Yellow Belt
9.7.2.1.4. Stochastic Optimization
9.7.2.1.5. Engineering Optimization
9.8. Other Engineering Tools & Skills
9.8.1. Software
9.8.1.1. Software Tools
9.8.1.1.1. Siemens NX
9.8.1.1.2. Form-Z
9.8.1.1.3. MicroStation (CAD Design Software)
9.8.1.1.4. CLO3D
9.8.2. Misc. Equipment & Operations
9.8.2.1. Misc. Equipment & Operations Skills
9.8.2.1.1. Hydraulics and Fluid Mechanics
9.8.2.1.2. Theory of Machines
9.8.2.1.3. Machine Design
9.8.2.1.4. Workshop Technology and Manufacturing Process
10. Healthcare & Medical
10.1. Emergency Medical Services
10.1.1. EMT Certifications
10.1.1.1. EMT Certifications Skills
10.1.1.1.1. Emergency Medical Technician - Basic (EMT-B)
10.1.1.1.2. Emergency Medical Technician - Intermediate (EMT-I)
10.1.1.1.3. Advanced Emergency Medical Technician (AEMT)
10.1.1.1.4. Wilderness Emergency Medical Technician (WEMT)
10.1.2. Emergency Procedures
10.1.2.1. Emergency Procedures Skills
10.1.2.1.1. Adult Cardiopulmonary Resuscitation (CPR)
10.1.2.1.2. Child Cardiopulmonary Resuscitation (CPR)
10.1.2.1.3. Bag-Valve Mask Resuscitation
10.1.2.1.4. External Cardiac Massage
10.1.2.1.5. Heimlich Maneuver
10.1.2.1.6. Administering Emergency Oxygen
10.1.2.1.7. Basic First Aid
10.2. Clinical & Nursing Skills
10.2.1. Phlebotomy & Injections
10.2.1.1. Phlebotomy & Injections Skills
10.2.1.1.1. Venipuncture
10.2.1.1.2. Phlebotomy
10.2.1.1.3. Venous Catheterization
10.2.1.1.4. Intramuscular Injection
10.2.1.1.5. Intraperitoneal Injection
10.2.2. Patient Care
10.2.2.1. Patient Care Skills
10.2.2.1.1. Vital Signs Monitoring (Auscultation, etc.)
10.2.2.1.2. Pediatric First Aid
10.2.2.1.3. Pet First Aid
10.2.2.1.4. Mechanical Ventilation
10.2.2.1.5. Oxygen Therapy
10.3. Lab & Diagnostic Procedures
10.3.1. Sample Collection & Testing
10.3.1.1. Sample Collection & Testing Skills
10.3.1.1.1. Specimen Labeling
10.3.1.1.2. Tissue Culture
10.3.1.1.3. Cell Cultures
10.3.2. Medical Lab Technologies
10.3.2.1. Medical Lab Technologies Skills
10.3.2.1.1. Cytotechnology
10.3.2.1.2. Scanning Electron Microscopy
10.3.2.1.3. Photolithography
10.3.2.1.4. Polymerase Chain Reaction
10.3.2.1.5. RNA Extraction
10.4. Medical Procedures & Specialties
10.4.1. Imaging & Radiography
10.4.1.1. Imaging & Radiography Skills
10.4.1.1.1. Computed Radiography
10.4.1.1.2. Mammography
10.4.1.1.3. Registered Diagnostic Medical Sonographer (RDMS)
10.4.2. Other Procedures
10.4.2.1. Other Procedures Skills
10.4.2.1.1. Dosage Calculation
10.4.2.1.2. Postmortem Examination
10.5. Certifications & Other Skills
10.5.1. Professional Certifications
10.5.1.1. Professional Certifications Skills
10.5.1.1.1. Phlebotomy Technician (PBT-ASCP)
10.5.1.1.2. Assistant Laboratory Animal Technician
10.5.2. Medical Administration
10.5.2.1. Medical Administration Skills
10.5.2.1.1. Medical Transcription
10.5.2.1.2. Medidata Rave
11. Construction & Skilled Trades
11.1. Carpentry & Masonry
11.1.1. Woodworking & Finishing
11.1.1.1. Woodworking & Finishing Skills
11.1.1.1.1. Carpentry
11.1.1.1.2. Drywall (Installation And Repair)
11.1.1.1.3. Tiling
11.1.1.1.4. Rebar Tying
11.2. Welding & Metal Trades
11.2.1. Metal Joining
11.2.1.1. Metal Joining Skills
11.2.1.1.1. Spot Welding
11.2.2. Pipe & Tube
11.2.2.1. Pipe & Tube Skills
11.2.2.1.1. Pipe Threading
11.3. Roofing & Flooring
11.3.1. Roofing
11.3.1.1. Roofing Skills
11.3.1.1.1. Single-Ply Roofing
11.3.1.1.2. Shingling
11.3.2. Flooring
11.3.2.1. Flooring Skills
11.3.2.1.1. Carpet Installation
11.3.2.1.2. Carpet Cleaning
11.3.2.1.3. Vinyl Flooring
11.3.2.1.4. Laminate Flooring
11.4. Painting & Surface Finishing
11.4.1. Exterior & Interior Painting
11.4.1.1. Exterior & Interior Painting Skills
11.4.1.1.1. Exterior Painting
11.4.1.1.2. Floor Sanding
11.4.2. Surface Coating
11.4.2.1. Surface Coating Skills
11.4.2.1.1. Powder Coating
11.4.2.1.2. Glazing
11.5. Heavy Equipment Operation
11.5.1. Vehicles & Machinery
11.5.1.1. Vehicles & Machinery Skills
11.5.1.1.1. All Terrain Vehicle (ATV) Certification
11.5.1.1.2. NCCER HEO Dozer
11.5.1.1.3. NCCER HEO Scraper
11.5.1.1.4. NCCER Mobile Crane Operator
11.5.1.1.5. Overhead Crane Operation
11.5.2. Cranes & Rigging
11.5.2.1. Cranes & Rigging Skills
11.5.2.1.1. NCCER Rigger
11.5.2.1.2. NCCER Mobile Crane Operator
11.5.2.1.3. Overhead Crane Operation
12. Marketing & Sales
12.1. Digital Marketing
12.1.1. Search & SEO
12.1.1.1. Search & SEO Skills
12.1.1.1.1. Search Engine Marketing (SEM)
12.1.1.1.2. On-Page SEO
12.1.1.1.3. Off-Page SEO
12.1.1.1.4. Keyword Research and Analysis
12.1.2. Ads & PPC
12.1.2.1. Ads & PPC Skills
12.1.2.1.1. Google Adwords
12.1.2.1.2. Facebook Ads
12.1.2.1.3. TikTok Ads
12.1.2.1.4. LinkedIn Ads
12.1.2.1.5. Twitter Ads
12.1.2.1.6. Pay-Per-Click Advertising (PPC)
12.2. Marketing Fundamentals
12.2.1. Traditional & Experiential
12.2.1.1. Traditional & Experiential Skills
12.2.1.1.1. BTL Marketing
12.2.1.1.2. ATL Marketing
12.2.1.1.3. Experiential Marketing
12.2.1.1.4. Location-Based Marketing
12.2.2. Strategy & Analysis
12.2.2.1. Strategy & Analysis Skills
12.2.2.1.1. Market Research and Analysis
12.2.2.1.2. Content Marketing Strategy
12.2.2.1.3. Campaign Management
12.2.2.1.4. Storytelling
12.3. Sales Skills
12.3.1. Core Sales
12.3.1.1. Core Sales Skills
12.3.1.1.1. Sales
12.3.1.1.2. Sales Prospecting
12.3.1.1.3. Sales Negotiation
12.3.1.1.4. Advertising Sales
12.3.2. Customer-Focused
12.3.2.1. Customer-Focused Skills
12.3.2.1.1. Customer Success
12.3.2.1.2. Customer Service
12.4. Marketing Tools & CRMs
12.4.1. Marketing Automation
12.4.1.1. Marketing Automation Skills
12.4.1.1.1. Hootsuite
12.4.1.1.2. HubSpot
12.4.1.1.3. Marketo
12.4.2. Email & Affiliate
12.4.2.1. Email & Affiliate Skills
12.4.2.1.1. Email Campaigns
12.4.2.1.2. Affiliate Marketing
12.4.2.1.3. Affiliate Marketing Tools
12.4.3. Analytics & Management
12.4.3.1. Analytics & Management Skills
12.4.3.1.1. Google Analytics
12.4.3.1.2. SEO
13. Creative & Design
13.1. Graphic Design & Illustration
13.1.1. 2D & Digital Art
13.1.1.1. 2D & Digital Art Skills
13.1.1.1.1. Affinity Designer
13.1.1.1.2. Procreate (Software)
13.1.1.1.3. Adobe Experience Platform Launch
13.1.1.1.4. Articulate Storyline
13.1.2. Embroidery & Fashion
13.1.2.1. Embroidery & Fashion Skills
13.1.2.1.1. Embroidery Software
13.1.2.1.2. Fashion Design
13.1.2.1.3. Flat Sketching
13.2. Photography & Videography
13.2.1. Camera & Shooting
13.2.1.1. Camera & Shooting Skills
13.2.1.1.1. HDR Photography
13.2.1.1.2. Aerial Photography
13.2.1.1.3. Forensic Photography
13.2.2. Video & Motion
13.2.2.1. Video & Motion Skills
13.2.2.1.1. Stop Motion
13.2.2.1.2. Video Encoding
13.2.2.1.3. Apple Certified Pro - Final Cut Pro
13.3. 3D Modeling & Animation
13.3.1. Tools & Software
13.3.1.1. Tools & Software Skills
13.3.1.1.1. Autodesk Maya Certified User
13.3.1.1.2. FumeFX
13.3.1.1.3. Substance Designer (3D Graphics Software)
13.3.1.1.4. MARI
13.3.1.1.5. Ray Tracing
13.3.2. CAD/Design Overlap
13.3.2.1. CAD/Design Overlap Skills
13.3.2.1.1. Grasshopper (Design Software)
13.3.2.1.2. Freeform (Design Tool)
13.4. Performing Arts & Music
13.4.1. Music
13.4.1.1. Music Skills
13.4.1.1.1. Acoustic Guitar
13.4.1.1.2. Electric Bass Guitars
13.4.1.1.3. Ensemble Conducting
13.4.1.1.4. Live Sound Mixing
13.4.1.1.5. Audio Mixing
13.4.2. Performing Skills
13.4.2.1. Performing Skills Sub
13.4.2.1.1. Stage Combat
13.4.2.1.2. Tap Dance
13.4.2.1.3. Voice Acting
13.4.2.1.4. Theatrical Makeup
14. Operations & Logistics
14.1. Supply Chain & Procurement
14.1.1. Logistics Management
14.1.1.1. Logistics Management Skills
14.1.1.1.1. Supply chain Management
14.1.1.1.2. Logistics Management
14.1.1.1.3. Logistics Distribution
14.1.2. Purchasing & Inventory
14.1.2.1. Purchasing & Inventory Skills
14.1.2.1.1. Procurement
14.1.2.1.2. Purchase Management
14.1.2.1.3. Inventory Management
14.1.2.1.4. Inventory Valuation
14.2. Transportation & Shipping
14.2.1. Vehicle Operation
14.2.1.1. Vehicle Operation Skills
14.2.1.1.1. Forklift Truck
14.2.1.1.2. Large Goods Vehicle
14.2.1.1.3. Flatbed Truck Operation
14.2.2. Marine & Air Navigation
14.2.2.1. Marine & Air Navigation Skills
14.2.2.1.1. Marine Navigation
14.2.2.1.2. Celestial Navigation
14.2.2.1.3. Air Navigation
14.2.2.1.4. Flight Planning
14.3. Production & Maintenance
14.3.1. Equipment & Tools
14.3.1.1. Equipment & Tools Skills
14.3.1.1.1. Hydraulic Jacks
14.3.1.1.2. Pressure Washer
14.3.2. Facility Maintenance
14.3.2.1. Facility Maintenance Skills
14.3.2.1.1. Swimming Pool Maintenance
14.3.2.1.2. Mold Setting
15. Aptitude
15.1. Numerical Ability
15.1.1. Basic Math & Arithmetic
15.1.1.1. Basic Math & Arithmetic Skills
15.1.1.1.1. Basic Arithmetic
15.1.1.1.2. Basic Mathematics
15.1.1.1.3. Data Interpretation
15.1.2. Advanced Math
15.1.2.1. Advanced Math Skills
15.1.2.1.1. Advanced Numeric Ability
15.1.2.1.2. Multivariable Calculus
15.1.2.1.3. Geometry and Mensuration
15.2. Verbal Ability
15.2.1. Basic English
15.2.1.1. Basic English Skills
15.2.1.1.1. Vocabulary, Antonym, Synonym
15.2.1.1.2. Fill in the Blanks
15.2.1.1.3. Sentence Correction
15.2.2. Reading & Comprehension
15.2.2.1. Reading & Comprehension Skills
15.2.2.1.1. Reading Comprehension
15.2.2.1.2. Parajumble
15.2.2.1.3. Listening Comprehension
15.3. Reasoning & Logic
15.3.1. Visual & Spatial
15.3.1.1. Visual & Spatial Skills
15.3.1.1.1. Diagrammatic and Spatial Reasoning
15.3.1.1.2. Patterns
15.3.1.1.3. Number Series
15.3.2. Logical Thinking
15.3.2.1. Logical Thinking Skills
15.3.2.1.1. Critical Reasoning
15.3.2.1.2. Decision Analysis
15.3.2.1.3. Directional Puzzles
15.3.2.1.4. Blood Relations