Average salary: US$142,764
Increase since 2021: +8.4%
6. Service-oriented architecture (SOA)
Service-oriented architecture (SOA) is an architectural framework that focuses on software applications and systems as independent services. Each service is broken down and categorized by its own specific set of functions into a standardized interface that allows those services to interact and access one another. Breaking services down this way makes them easier to maintain, update, and monitor without impacting other parts of the system and creating unnecessary downtime. SOA gives companies the framework to organize software and services and to manage flexible, scalable, and reusable services across different applications throughout the organization.
Average salary: US$142,459
Increase since 2021: +1.6%
7. Teradata
Teradata is a company that offers several enterprise data warehousing and analytics tools that help organizations analyze and manage large and complex data sets. One of the company’s most notable products is the Teradata Database, a relational database management system designed for large-scale data warehousing and analytics. Teradata’s offerings focus on enabling organizations to integrate data from different sources, performing advanced analytics, creating business intelligence reports, and building data warehouses.
Average salary: US$141,515
Increase since 2021: +14.7%
8. Redis
Redis is an open-source data storage and management tool designed to be fast, efficient, and powerful. It enables users to cache and store data, making it quick and easy to access, while also keeping it backed up to a hard drive. As an IT tool, it’s known for being helpful for managing data structures, handling data in a distributed environment, and offering a high-performance and scalable solution for data storage and caching.
Average salary: US$140,290
Increase since 2021: +1.6%
9. PaaS
Platform as a service (PaaS) is a cloud computing model that provides users with an environment for developers to build, test, and deploy applications without impacting other systems and networks in the process. PaaS tools are typically third-party services that companies use to help improve the development process with a variety of development tools, scalability and resource management features, database and storage options, and tools for deployment and management. PaaS is touted as offering businesses reduced costs and a faster time-to-market, allowing for better efficiency and speed when releasing new products and services.
Average salary: US$139,858
Increase since 2021: +3.2%
10. Kubernetes
Kubernetes is an open-source automation tool that helps companies deploy, scale, and manage containerized applications. Originally developed by Google, but now maintained by the Cloud Native Computing Foundation (CNCF), Kubernetes helps companies automate the deployment and scale of containerized applications across a set of machines, with a focus on container and storage orchestration, automatic scaling, self-healing, and service discovery and load balancing. Features include the ability to automatically detect and recover from errors and failures, built-in load balancing to manage traffic, and the ability to automatically scale applications while accounting for demand, resources, and cost.
Average salary: US$139,167
Increase since 2021: N/A
The next 5
Other skills associated with IT pros earning higher annual salaries include:
11. Containers
Average salary: US$138,559
Increase since 2021: +9.5%
12. Amazon Route 53
Average salary: US$137,928
Increase since 2021: +3.4%
13. Rust
Average salary: US$137,153
Increase since 2021: N/A
14. RDBMS
Average salary: US$137,104
Increase since 2021: +8.5%
15. HANA
Average salary: US$136,789
Increase since 2021: +2.1%
