Job Vacancy Trend Salary Trend Salary Histogram Skill Sets
Period
to

The table below provides summary statistics for permanent job vacancies with an option to work from home (WFH) and a requirement for Cloud Computing skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Cloud Computing over the 6 months to 3 July 2022 with a comparison to the same period in the previous 2 years.

Cloud Computing
UK > Work from Home
6 months to
3 Jul 2022		 Same period 2021 Same period 2020
Rank 239 294 203
Rank change year-on-year +55 -91 +7
Permanent jobs citing Cloud Computing 1,298 376 105
As % of all permanent jobs with a WFH option 1.64% 1.00% 1.17%
As % of the Cloud Services category 3.35% 2.08% 2.69%
Number of salaries quoted 354 254 96
10th Percentile £45,000 £38,750 £41,250
25th Percentile £55,000 £47,500 £47,500
Median annual salary (50th Percentile) £78,000 £66,000 £58,750
Median % change year-on-year +18.18% +12.34% -6.00%
75th Percentile £96,250 £80,000 £75,000
90th Percentile £119,250 £93,750 £81,250
UK median annual salary £74,000 £65,000 £57,500
% change year-on-year +13.85% +13.04% -4.17%

Cloud Computing is in the Cloud Services category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies with a WFH option and a requirement for cloud computing skills.

All Cloud Skills
Work from Home
Permanent vacancies with a requirement for cloud computing skills 38,757 18,041 3,907
As % of all permanent jobs with a WFH option 48.89% 48.00% 43.59%
Number of salaries quoted 20,704 14,292 3,389
10th Percentile £36,250 £35,000 £35,000
25th Percentile £46,250 £42,500 £43,750
Median annual salary (50th Percentile) £62,500 £60,000 £57,500
Median % change year-on-year +4.17% +4.35% -8.00%
75th Percentile £82,500 £77,500 £75,000
90th Percentile £96,250 £91,250 £90,000
UK median annual salary £60,000 £58,000 £57,500
% change year-on-year +3.45% +0.87% +4.55%

Cloud Computing
Trend for Jobs with a WFH Option

Job vacancies with a work from home option citing Cloud Computing as a proportion of all IT jobs advertised.

Cloud Computing trend for jobs with a WFH option

Cloud Computing
Salary Trend for Jobs with a WFH Option

3-month moving average salary quoted in job vacancies with a work from home option citing Cloud Computing.

Cloud Computing salary trend for jobs with a WFH option

Cloud Computing
Salary Histogram for Jobs with a WFH Option

Salary distribution for jobs with a work from home option citing Cloud Computing over the 6 months to 3 July 2022.

Cloud Computing salary histogram for jobs with a WFH option

For the 6 months to 3 July 2022, Cloud Computing job roles required the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent jobs with a WFH option and a requirement for Cloud Computing.

1 850 (65.49%) AWS
2 729 (56.16%) Agile
3 574 (44.22%) DevOps
4 569 (43.84%) Software Engineering
5 487 (37.52%) Finance
6 458 (35.29%) Kubernetes
7 441 (33.98%) Social Skills
8 440 (33.90%) Java
9 424 (32.67%) Azure
10 412 (31.74%) Docker
11 411 (31.66%) Python
12 386 (29.74%) GCP
13 373 (28.74%) CI/CD
14 369 (28.43%) Microservices
15 337 (25.96%) JavaScript
16 323 (24.88%) Terraform
17 272 (20.96%) SQL
18 268 (20.65%) Scrum
18 268 (20.65%) Git (software)
19 259 (19.95%) Mentoring
20 247 (19.03%) Problem-Solving
21 223 (17.18%) Coaching
22 215 (16.56%) TDD
23 210 (16.18%) TypeScript
24 207 (15.95%) Serverless
25 196 (15.10%) Computer Science
26 195 (15.02%) Google
27 194 (14.95%) Microsoft
28 193 (14.87%) Degree
29 190 (14.64%) Infrastructure as Code

Cloud Computing
Co-occurring IT Skills with a WFH Option by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 58 (4.47%) Apache Spark
2 46 (3.54%) Apache Airflow
3 38 (2.93%) Confluence
4 36 (2.77%) Cloud Foundry
5 28 (2.16%) Apache
6 15 (1.16%) CMS
7 14 (1.08%) Hyperledger
8 12 (0.92%) Luigi
9 10 (0.77%) SharePoint
10 6 (0.46%) IIS
10 6 (0.46%) nginx
11 5 (0.39%) Tomcat
12 4 (0.31%) Jupyter
12 4 (0.31%) OpenStack
12 4 (0.31%) SAS
13 3 (0.23%) Ethereum
13 3 (0.23%) WordPress
14 2 (0.15%) ArcGIS
14 2 (0.15%) Exchange Server 2010
14 2 (0.15%) MS Exchange
Applications
1 14 (1.08%) Microsoft Office
2 9 (0.69%) Microsoft PowerPoint
3 8 (0.62%) Campfire
4 4 (0.31%) MS Visio
4 4 (0.31%) SPSS
5 3 (0.23%) Microsoft Excel
6 2 (0.15%) AutoCAD
6 2 (0.15%) MicroStation
7 1 (0.077%) Adobe Creative Suite
7 1 (0.077%) Photoshop
7 1 (0.077%) Sketch
Business Applications
1 32 (2.47%) Payment Gateway
2 14 (1.08%) Distributed Ledger
2 14 (1.08%) R3 Corda
3 9 (0.69%) Dynamics NAV
3 9 (0.69%) NetSuite
4 7 (0.54%) Dynamics AX
4 7 (0.54%) MFGPRO
4 7 (0.54%) Oracle Assets
4 7 (0.54%) Oracle Payables
4 7 (0.54%) Oracle Receivables
5 5 (0.39%) Shopify
6 2 (0.15%) Oracle BPM
6 2 (0.15%) Oracle General Ledger
6 2 (0.15%) Oracle Subledger Accounting
7 1 (0.077%) SAP ERP
7 1 (0.077%) SAP Hybris
Cloud Services
1 850 (65.49%) AWS
2 424 (32.67%) Azure
3 386 (29.74%) GCP
4 207 (15.95%) Serverless
5 189 (14.56%) SaaS
6 185 (14.25%) AWS CloudFormation
7 141 (10.86%) AWS Lambda
8 97 (7.47%) Amazon EC2
9 95 (7.32%) Amazon ECS
9 95 (7.32%) GitHub
10 93 (7.16%) Amazon S3
11 75 (5.78%) PaaS
12 66 (5.08%) IaaS
13 58 (4.47%) Amazon SQS
14 57 (4.39%) Azure DevOps
15 53 (4.08%) Datadog
16 52 (4.01%) Amazon EKS
17 50 (3.85%) CloudFront
18 43 (3.31%) Heroku
19 41 (3.16%) Virtual Private Cloud
Communications & Networking
1 50 (3.85%) Internet
2 40 (3.08%) Network Security
3 26 (2.00%) Firewall
4 16 (1.23%) VPN
5 15 (1.16%) HTTP
5 15 (1.16%) LAN
6 13 (1.00%) WAN
7 12 (0.92%) SMS
8 11 (0.85%) DNS
8 11 (0.85%) FIX Connectivity
8 11 (0.85%) WLAN
9 10 (0.77%) Wireless
10 9 (0.69%) DHCP
11 7 (0.54%) SSH
12 6 (0.46%) Broadband
12 6 (0.46%) SD-WAN
12 6 (0.46%) VoIP
13 5 (0.39%) NetScaler
13 5 (0.39%) Unified Communications
13 5 (0.39%) VLAN
Database & Business Intelligence
1 159 (12.25%) NoSQL
2 102 (7.86%) Relational Database
3 76 (5.86%) MySQL
4 68 (5.24%) Amazon RDS
5 65 (5.01%) PostgreSQL
6 61 (4.70%) Big Data
7 55 (4.24%) MongoDB
8 54 (4.16%) Data Warehouse
9 52 (4.01%) Redis
10 50 (3.85%) Amazon Athena
10 50 (3.85%) SQL Server
11 46 (3.54%) DynamoDB
12 39 (3.00%) Elasticsearch
12 39 (3.00%) Spark SQL
13 35 (2.70%) RDBMS
14 33 (2.54%) Electronic Patient Records
15 31 (2.39%) Amazon Redshift
16 23 (1.77%) Hadoop
17 20 (1.54%) Data Lake
18 19 (1.46%) Power BI
Development Applications
1 268 (20.65%) Git (software)
2 167 (12.87%) Jenkins
3 59 (4.55%) SonarQube
4 49 (3.78%) JIRA
5 44 (3.39%) GitLab
6 43 (3.31%) Maven
7 40 (3.08%) Bitbucket
8 37 (2.85%) TeamCity
9 22 (1.69%) Atlassian Bamboo
9 22 (1.69%) Cypress.io
10 21 (1.62%) Mercurial
11 16 (1.23%) CircleCI
11 16 (1.23%) Terragrunt
12 13 (1.00%) webpack
13 12 (0.92%) MLflow
14 10 (0.77%) Android Studio
14 10 (0.77%) Xcode
15 8 (0.62%) Octopus Deploy
16 7 (0.54%) Team Foundation Server
16 7 (0.54%) Visual Studio
General
1 487 (37.52%) Finance
2 441 (33.98%) Social Skills
3 124 (9.55%) Public Sector
4 122 (9.40%) Retail
5 113 (8.71%) Analytical Skills
6 98 (7.55%) Banking
7 92 (7.09%) Inclusion and Diversity
8 82 (6.32%) Games
9 76 (5.86%) Legal
10 64 (4.93%) Marketing
11 53 (4.08%) Presentation Skills
12 34 (2.62%) Back Office
13 26 (2.00%) Financial Institution
13 26 (2.00%) Law
14 20 (1.54%) Organisational Skills
15 19 (1.46%) Influencing Skills
16 18 (1.39%) Esports
17 16 (1.23%) Automotive
17 16 (1.23%) Local Government
18 14 (1.08%) Pharmaceutical
Job Titles
1 302 (23.27%) Software Engineer
2 179 (13.79%) Developer
3 151 (11.63%) Architect
4 121 (9.32%) DevOps Engineer
5 103 (7.94%) Cloud Engineer
6 76 (5.86%) Principal Engineer
7 65 (5.01%) Solutions Architect
8 64 (4.93%) Senior Software Engineer
9 60 (4.62%) Java Engineer
10 53 (4.08%) Infrastructure Engineer
11 50 (3.85%) Data Engineer
11 50 (3.85%) Senior Cloud Engineer
12 47 (3.62%) Graduate
12 47 (3.62%) Senior DevOps
13 46 (3.54%) Graduate Software Engineer
13 46 (3.54%) Senior DevOps Engineer
13 46 (3.54%) Senior Manager
14 44 (3.39%) Security Engineer
15 38 (2.93%) Senior Developer
16 36 (2.77%) Principal Software Engineer
Libraries, Frameworks & Software Standards
1 177 (13.64%) .NET
2 176 (13.56%) Node.js
3 174 (13.41%) React
4 155 (11.94%) Kafka
5 119 (9.17%) AngularJS
6 83 (6.39%) REST
7 80 (6.16%) Spring
8 79 (6.09%) CSS
9 73 (5.62%) Spring Boot
10 68 (5.24%) GraphQL
10 68 (5.24%) RabbitMQ
11 60 (4.62%) .NET Core
11 60 (4.62%) HTML
11 60 (4.62%) RESTful
12 57 (4.39%) Vue.js
13 56 (4.31%) Laravel
14 46 (3.54%) JSON
15 45 (3.47%) OpenCV
15 45 (3.47%) Qt
15 45 (3.47%) ZeroMQ
Miscellaneous
1 185 (14.25%) Cloud Native
2 151 (11.63%) Algorithms
3 114 (8.78%) Public Cloud
4 110 (8.47%) User Experience
5 82 (6.32%) Data Centre
6 81 (6.24%) Blockchain
7 76 (5.86%) Self-Motivation
8 73 (5.62%) Legacy Systems
9 65 (5.01%) Mobile App
10 64 (4.93%) Virtual Team
11 56 (4.31%) Blog
12 47 (3.62%) Mobile Computing
13 46 (3.54%) Enterprise Software
14 45 (3.47%) Management Information System
15 44 (3.39%) IoT
16 39 (3.00%) Data Structures
17 37 (2.85%) iPhone
18 29 (2.23%) Greenfield Project
19 28 (2.16%) Cyberattack
19 28 (2.16%) Mobile Banking
Operating Systems
1 185 (14.25%) Linux
2 88 (6.78%) Windows
3 53 (4.08%) Apple iOS
4 34 (2.62%) Android
5 26 (2.00%) CentOS
6 24 (1.85%) Windows Server
7 17 (1.31%) Unix
8 15 (1.16%) Ubuntu
8 15 (1.16%) Windows 10
8 15 (1.16%) Windows Server 2012
9 5 (0.39%) Amazon Linux
10 4 (0.31%) Mac OS
11 3 (0.23%) FreeBSD
12 2 (0.15%) Windows Server 2016
13 1 (0.077%) Windows Server 2019
Processes & Methodologies
1 729 (56.16%) Agile
2 574 (44.22%) DevOps
3 569 (43.84%) Software Engineering
4 373 (28.74%) CI/CD
5 369 (28.43%) Microservices
6 268 (20.65%) Scrum
7 259 (19.95%) Mentoring
8 247 (19.03%) Problem-Solving
9 223 (17.18%) Coaching
10 215 (16.56%) TDD
11 196 (15.10%) Computer Science
12 190 (14.64%) Infrastructure as Code
13 189 (14.56%) Machine Learning
14 169 (13.02%) Analytics
15 162 (12.48%) Kanban
16 139 (10.71%) Data Science
17 138 (10.63%) Full Stack Development
18 136 (10.48%) Artificial Intelligence
19 132 (10.17%) Test Automation
20 126 (9.71%) Product Roadmap
Programming Languages
1 440 (33.90%) Java
2 411 (31.66%) Python
3 337 (25.96%) JavaScript
4 272 (20.96%) SQL
5 210 (16.18%) TypeScript
6 147 (11.33%) C#
7 109 (8.40%) Kotlin
8 96 (7.40%) Bash
9 87 (6.70%) PHP
10 84 (6.47%) Go
11 82 (6.32%) Scala
12 81 (6.24%) Ruby
13 53 (4.08%) PowerShell
14 44 (3.39%) C++
15 37 (2.85%) Apple Swift
16 30 (2.31%) Objective-C
17 26 (2.00%) R
18 17 (1.31%) ES6
19 16 (1.23%) Groovy
19 16 (1.23%) VB
Qualifications
1 193 (14.87%) Degree
2 73 (5.62%) AWS Certification
3 72 (5.55%) Security Cleared
4 50 (3.85%) PhD
5 46 (3.54%) Microsoft Certification
6 41 (3.16%) Computer Science Degree
7 33 (2.54%) Master's Degree
8 27 (2.08%) SC Cleared
9 25 (1.93%) CISSP
10 17 (1.31%) CISM
10 17 (1.31%) Numerate Degree
11 15 (1.16%) PMI Certification
12 12 (0.92%) Cisco Certification
13 11 (0.85%) CCNA
13 11 (0.85%) CRISC
13 11 (0.85%) MCSE
14 9 (0.69%) DV Cleared
15 6 (0.46%) ISEB
15 6 (0.46%) ISTQB
16 5 (0.39%) RHCE
Quality Assurance & Compliance
1 41 (3.16%) QA
2 39 (3.00%) GDPR
3 27 (2.08%) ISO/IEC 27001
4 24 (1.85%) Data Quality
5 11 (0.85%) Cyber Essentials
5 11 (0.85%) PCI DSS
6 9 (0.69%) SOC 2
7 7 (0.54%) GRC
7 7 (0.54%) SLA
7 7 (0.54%) SOC 1
8 5 (0.39%) Accessibility
8 5 (0.39%) Cyber Essentials PLUS
8 5 (0.39%) WCAG
9 4 (0.31%) HL7
10 3 (0.23%) NCSC
11 2 (0.15%) GxP
11 2 (0.15%) ISO/IEC 27005
11 2 (0.15%) NIST
11 2 (0.15%) RMADS
12 1 (0.077%) HIPAA
System Software
1 412 (31.74%) Docker
2 31 (2.39%) Active Directory
3 22 (1.69%) VMware ESXi
4 15 (1.16%) XenApp
5 14 (1.08%) VMware Infrastructure
6 8 (0.62%) Hyper-V
7 7 (0.54%) Virtual Desktop
8 6 (0.46%) vSphere
9 5 (0.39%) Virtual Machines
10 4 (0.31%) Slurm Workload Manager
11 2 (0.15%) KVM
12 1 (0.077%) Apache ZooKeeper
Systems Management
1 458 (35.29%) Kubernetes
2 323 (24.88%) Terraform
3 135 (10.40%) Ansible
4 58 (4.47%) Docker Swarm
5 39 (3.00%) Prometheus
6 33 (2.54%) Opscode Chef
7 25 (1.93%) Grafana
8 22 (1.69%) Puppet
9 19 (1.46%) Rancher
10 14 (1.08%) IBM BigFix
10 14 (1.08%) Istio
10 14 (1.08%) SCCM
11 12 (0.92%) Kubeflow
12 11 (0.85%) Packer
13 10 (0.77%) Kibana
13 10 (0.77%) WebSphere Cast Iron
14 5 (0.39%) HAProxy
14 5 (0.39%) Nagios
14 5 (0.39%) vCenter Server
14 5 (0.39%) yum
Vendors
1 195 (15.02%) Google
2 194 (14.95%) Microsoft
3 71 (5.47%) Oracle
4 51 (3.93%) Sony
5 47 (3.62%) VMware
6 41 (3.16%) Confluent
7 32 (2.47%) IBM
8 24 (1.85%) Cisco
9 20 (1.54%) Perforce
10 19 (1.46%) SAP
11 18 (1.39%) Citrix
12 16 (1.23%) Red Hat
12 16 (1.23%) Salesforce.com
13 15 (1.16%) Alibaba
13 15 (1.16%) Zend
14 14 (1.08%) ServiceNow
14 14 (1.08%) Trend Micro
15 12 (0.92%) PagerDuty
16 10 (0.77%) Sophos
17 9 (0.69%) JD Edwards