Period
to 17 January 2022

The following table provides summary statistics for permanent job vacancies advertised in London with 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 17 January 2022 with a comparison to the same period in the previous 2 years.

Cloud Computing
England > London
6 months to
17 Jan 2022
Same period 2021 Same period 2020
Rank 274 286 262
Rank change year-on-year +12 -24 +45
Permanent jobs citing Cloud Computing 678 234 674
As % of all permanent jobs advertised in London 1.36% 1.00% 1.32%
As % of the Cloud Services category 2.80% 2.24% 3.43%
Number of salaries quoted 321 186 535
10th Percentile £50,000 £50,000 £45,000
25th Percentile £65,000 £52,500 £56,250
Median annual salary (50th Percentile) £85,000 £72,500 £73,750
Median % change year-on-year +17.24% -1.69% +5.36%
75th Percentile £105,000 £82,500 £91,250
90th Percentile £112,500 £100,000 £107,500
England median annual salary £70,000 £60,000 £62,500
% change year-on-year +16.67% -4.00% -

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 advertised in London with a requirement for cloud computing skills.

All Cloud Skills
London
Permanent vacancies with a requirement for cloud computing skills 24,172 10,464 19,648
As % of all permanent IT jobs advertised in London 48.36% 44.84% 38.35%
Number of salaries quoted 16,192 9,014 16,215
10th Percentile £41,250 £42,500 £35,000
25th Percentile £53,750 £53,750 £47,500
Median annual salary (50th Percentile) £72,500 £70,000 £65,000
Median % change year-on-year +3.57% +7.69% -
75th Percentile £92,500 £85,000 £85,000
90th Percentile £112,500 £105,000 £104,500
England median annual salary £60,000 £57,500 £55,000
% change year-on-year +4.35% +4.55% -

Cloud Computing
Job Vacancy Trend in London

Job postings citing Cloud Computing as a proportion of all IT jobs advertised in London.

Job vacancy trend for Cloud Computing in London

Cloud Computing
Salary Trend in London

3-month moving average salary quoted in jobs citing Cloud Computing in London.

Salary trend for Cloud Computing in London

Cloud Computing
Salary Histogram in London

Salary distribution for jobs citing Cloud Computing in London over the 6 months to 17 January 2022.

Salary histogram for Cloud Computing in London

Cloud Computing
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Cloud Computing within the London region over the 6 months to 17 January 2022. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Central London -51 65 £70,000 -3.45% 29
South London -1 29 £75,000 +44.23% 1
West London -56 20 £51,321 +6.92% 5
East London -38 3 £72,500 -3.33% 1
North London - 2 £45,750 - 2
Cloud Computing
England

For the 6 months to 17 January 2022, IT jobs citing Cloud Computing also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the London region with a requirement for Cloud Computing.

1 379 (55.90%) AWS
2 284 (41.89%) Agile Software Development
3 272 (40.12%) DevOps
4 249 (36.73%) Azure
5 241 (35.55%) Python
6 213 (31.42%) Java
7 203 (29.94%) Software Engineering
8 192 (28.32%) Finance
9 191 (28.17%) Microservices
10 185 (27.29%) React
11 184 (27.14%) Kubernetes
12 182 (26.84%) GCP
13 178 (26.25%) JavaScript
14 177 (26.11%) Docker
15 156 (23.01%) Serverless
16 149 (21.98%) Problem-Solving
17 136 (20.06%) Continuous Integration
18 131 (19.32%) Computer Science
19 126 (18.58%) Terraform
20 125 (18.44%) TypeScript
21 124 (18.29%) Machine Learning
21 124 (18.29%) Degree
22 119 (17.55%) Social Skills
23 117 (17.26%) SQL
24 111 (16.37%) Node.js
25 109 (16.08%) Full Stack Development
26 103 (15.19%) Artificial Intelligence
27 102 (15.04%) AngularJS
28 101 (14.90%) Microsoft
29 100 (14.75%) Linux

Cloud Computing
Co-occurring IT Skills in London 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 19 (2.80%) CMS
2 17 (2.51%) Elasticsearch
3 9 (1.33%) Apache Airflow
4 8 (1.18%) Confluence
4 8 (1.18%) Drupal
4 8 (1.18%) SharePoint
5 7 (1.03%) Apache Spark
5 7 (1.03%) IIS
5 7 (1.03%) Sitecore CMS
6 5 (0.74%) Oracle Workflow
7 4 (0.59%) Camunda
7 4 (0.59%) nginx
8 3 (0.44%) Apache
8 3 (0.44%) Cloud Foundry
9 2 (0.29%) Jupyter
9 2 (0.29%) LiveCycle
9 2 (0.29%) Mule
9 2 (0.29%) Tomcat
10 1 (0.15%) IBM HTTP Server
10 1 (0.15%) JBoss
Applications
1 17 (2.51%) Chatbot
2 5 (0.74%) Microsoft Excel
2 5 (0.74%) Microsoft Office
3 4 (0.59%) InVision
3 4 (0.59%) Sketch
4 2 (0.29%) Microsoft PowerPoint
4 2 (0.29%) MS Visio
Business Applications
1 4 (0.59%) Oracle BPM
2 2 (0.29%) Sentinel
3 1 (0.15%) Dynamics AX
3 1 (0.15%) Dynamics CRM
3 1 (0.15%) Dynamics NAV
3 1 (0.15%) MFGPRO
3 1 (0.15%) NetSuite
3 1 (0.15%) SAP Hybris
Cloud Services
1 379 (55.90%) AWS
2 249 (36.73%) Azure
3 182 (26.84%) GCP
4 156 (23.01%) Serverless
5 66 (9.73%) PaaS
6 63 (9.29%) SaaS
7 60 (8.85%) AWS Lambda
8 37 (5.46%) IaaS
9 32 (4.72%) GitHub
9 32 (4.72%) OpenShift
10 16 (2.36%) Azure Functions
10 16 (2.36%) Azure Logic Apps
11 15 (2.21%) AWS CloudFormation
11 15 (2.21%) Power Platform
11 15 (2.21%) Snowflake
12 14 (2.06%) Amazon EKS
12 14 (2.06%) Azure Data Factory
13 12 (1.77%) Microsoft 365
14 11 (1.62%) Amazon EC2
14 11 (1.62%) Azure Event Grid
Communications & Networking
1 34 (5.01%) Firewall
2 27 (3.98%) HTTP
2 27 (3.98%) TCP/IP
3 26 (3.83%) VPN
4 25 (3.69%) Network Security
5 24 (3.54%) DNS
6 16 (2.36%) LAN
6 16 (2.36%) WAN
7 15 (2.21%) DHCP
8 14 (2.06%) BGP
8 14 (2.06%) Bluetooth
9 12 (1.77%) IPsec
9 12 (1.77%) OSPF
9 12 (1.77%) VLAN
10 10 (1.47%) Wi-Fi
11 9 (1.33%) MPLS
12 8 (1.18%) Ethernet VPN
13 7 (1.03%) Internet
14 6 (0.88%) DMZ
14 6 (0.88%) HTTPS
Database & Business Intelligence
1 89 (13.13%) PostgreSQL
2 82 (12.09%) NoSQL
3 74 (10.91%) Big Data
4 47 (6.93%) SQL Server
5 45 (6.64%) MongoDB
6 43 (6.34%) Blockchain
7 39 (5.75%) Amazon DynamoDB
8 34 (5.01%) Relational Database
9 29 (4.28%) MySQL
10 26 (3.83%) Amazon Aurora
11 21 (3.10%) Hadoop
12 15 (2.21%) Apache Cassandra
13 14 (2.06%) Amazon RDS
14 11 (1.62%) Amazon Redshift
14 11 (1.62%) OLTP
15 9 (1.33%) ArangoDB
15 9 (1.33%) HBase
16 8 (1.18%) Data Lake
17 7 (1.03%) Data Warehouse
17 7 (1.03%) Geospatial Data
Development Applications
1 79 (11.65%) Jenkins
2 68 (10.03%) Git (software)
3 32 (4.72%) JIRA
4 27 (3.98%) Maven
5 20 (2.95%) Bitbucket
6 18 (2.65%) GitLab
7 12 (1.77%) SonarQube
8 10 (1.47%) Gradle
9 9 (1.33%) JUnit
10 8 (1.18%) Mocha
11 7 (1.03%) Atlassian Bamboo
11 7 (1.03%) Sonatype Nexus
12 6 (0.88%) Storybook
13 5 (0.74%) Cypress.io
13 5 (0.74%) Subversion
13 5 (0.74%) webpack
14 3 (0.44%) JMeter
14 3 (0.44%) Selenium
14 3 (0.44%) WebDriver
14 3 (0.44%) Zephyr
General
1 192 (28.32%) Finance
2 119 (17.55%) Social Skills
3 61 (9.00%) Banking
4 57 (8.41%) Analytical Skills
5 35 (5.16%) Marketing
6 32 (4.72%) Retail
7 27 (3.98%) Legal
8 21 (3.10%) Public Sector
9 20 (2.95%) Inclusion and Diversity
10 17 (2.51%) Telecoms
11 16 (2.36%) Automotive
12 14 (2.06%) Pharmaceutical
13 13 (1.92%) Games
14 11 (1.62%) Law
15 10 (1.47%) Electronics
16 9 (1.33%) Manufacturing
17 8 (1.18%) Documentation Skills
18 7 (1.03%) Advertising
18 7 (1.03%) Financial Institution
18 7 (1.03%) Investment Banking
Job Titles
1 179 (26.40%) Developer
2 90 (13.27%) Software Engineer
3 71 (10.47%) Architect
4 46 (6.78%) Cloud Engineer
5 44 (6.49%) Java Developer
6 39 (5.75%) Senior Software Engineer
7 33 (4.87%) Senior Developer
8 26 (3.83%) Analyst
9 25 (3.69%) Azure Architect
9 25 (3.69%) Front End Developer (Client-Side Developer)
10 24 (3.54%) Cloud Architect
10 24 (3.54%) Lead Developer
11 23 (3.39%) AWS Developer
11 23 (3.39%) AWS Engineer
11 23 (3.39%) Azure Developer
11 23 (3.39%) DevOps Engineer
12 22 (3.24%) Backend Developer
12 22 (3.24%) Full Stack Developer
12 22 (3.24%) Java Engineer
13 21 (3.10%) Azure Engineer
Libraries, Frameworks & Software Standards
1 185 (27.29%) React
2 111 (16.37%) Node.js
3 102 (15.04%) AngularJS
4 93 (13.72%) Spring
5 88 (12.98%) Spring Boot
6 76 (11.21%) REST
7 73 (10.77%) Kafka
8 58 (8.55%) .NET
9 55 (8.11%) HTML
10 49 (7.23%) CSS
11 45 (6.64%) Vue.js
12 43 (6.34%) RESTful
13 39 (5.75%) GraphQL
14 28 (4.13%) .NET Core
14 28 (4.13%) Django
15 25 (3.69%) Web Services
16 23 (3.39%) Java EE
17 22 (3.24%) ADO
17 22 (3.24%) ASP.NET Web API
18 20 (2.95%) scikit-learn
Miscellaneous
1 86 (12.68%) User Experience
2 68 (10.03%) Public Cloud
3 58 (8.55%) Cloud Native
4 44 (6.49%) Management Information System
5 40 (5.90%) Data Centre
6 33 (4.87%) Enterprise Software
7 32 (4.72%) Algorithms
8 30 (4.42%) Enterprise Cloud
9 28 (4.13%) Self-Motivation
10 26 (3.83%) Hybrid Cloud
11 24 (3.54%) Blog
12 21 (3.10%) Virtual Team
13 17 (2.51%) Social Media
14 15 (2.21%) Mobile App
15 14 (2.06%) Greenfield Project
15 14 (2.06%) Grid Computing
16 11 (1.62%) CMDB
17 10 (1.47%) Renewable Energy
17 10 (1.47%) Smart Energy
18 9 (1.33%) Social Network
Operating Systems
1 100 (14.75%) Linux
2 33 (4.87%) Unix
3 24 (3.54%) Windows
4 18 (2.65%) Windows Server
5 10 (1.47%) Embedded Linux
6 7 (1.03%) Ubuntu
7 6 (0.88%) Solaris
8 5 (0.74%) CentOS
9 4 (0.59%) Windows 7
9 4 (0.59%) Windows Server 2008
10 3 (0.44%) Windows 10
10 3 (0.44%) Windows Server 2012
10 3 (0.44%) Windows Server 2016
10 3 (0.44%) Windows Server 2019
11 2 (0.29%) Apple iOS
11 2 (0.29%) Red Hat Enterprise Linux
11 2 (0.29%) SUSE
12 1 (0.15%) Android
Processes & Methodologies
1 284 (41.89%) Agile Software Development
2 272 (40.12%) DevOps
3 203 (29.94%) Software Engineering
4 191 (28.17%) Microservices
5 149 (21.98%) Problem-Solving
6 136 (20.06%) Continuous Integration
7 131 (19.32%) Computer Science
8 124 (18.29%) Machine Learning
9 109 (16.08%) Full Stack Development
10 103 (15.19%) Artificial Intelligence
11 90 (13.27%) Analytics
12 83 (12.24%) Open Source
13 80 (11.80%) Data Science
13 80 (11.80%) Test Automation
14 77 (11.36%) Scrum
15 76 (11.21%) Mentoring
16 70 (10.32%) SDLC
17 69 (10.18%) Mathematics
18 60 (8.85%) Migration
19 59 (8.70%) Infrastructure as Code
Programming Languages
1 241 (35.55%) Python
2 213 (31.42%) Java
3 178 (26.25%) JavaScript
4 125 (18.44%) TypeScript
5 117 (17.26%) SQL
6 45 (6.64%) C#
7 39 (5.75%) C++
8 31 (4.57%) C
9 28 (4.13%) Go
10 27 (3.98%) PowerShell
11 26 (3.83%) Bash
12 21 (3.10%) Perl
13 20 (2.95%) Shell Script
14 19 (2.80%) Scala
15 18 (2.65%) Java 11
16 17 (2.51%) Java 8
16 17 (2.51%) Ruby
17 13 (1.92%) Groovy
17 13 (1.92%) Kotlin
18 10 (1.47%) Rust
Qualifications
1 124 (18.29%) Degree
2 37 (5.46%) Master's Degree
3 22 (3.24%) Security Cleared
4 18 (2.65%) SC Cleared
5 16 (2.36%) Computer Science Degree
6 13 (1.92%) Cisco Certification
7 12 (1.77%) AWS Certification
7 12 (1.77%) CISSP
8 8 (1.18%) Microsoft Certification
9 6 (0.88%) CCNA
9 6 (0.88%) CCNP
9 6 (0.88%) MCSA
10 5 (0.74%) PhD
11 4 (0.59%) CEH
11 4 (0.59%) JNCIP
12 2 (0.29%) CCIE
12 2 (0.29%) CISM
12 2 (0.29%) VCAP
13 1 (0.15%) GPEN
13 1 (0.15%) GWAPT
Quality Assurance & Compliance
1 28 (4.13%) QA
2 14 (2.06%) Accessibility
3 6 (0.88%) GDPR
3 6 (0.88%) ISO/IEC 27001
4 5 (0.74%) Data Quality
4 5 (0.74%) NIST
5 3 (0.44%) Sarbanes-Oxley
6 2 (0.29%) NCSC
6 2 (0.29%) PCI DSS
7 1 (0.15%) Cyber Essentials
7 1 (0.15%) GRC
7 1 (0.15%) ISO/IEC 27005
7 1 (0.15%) NIST 800
7 1 (0.15%) SEPA
System Software
1 177 (26.11%) Docker
2 19 (2.80%) Active Directory
3 14 (2.06%) VMware Infrastructure
4 9 (1.33%) Apache ZooKeeper
5 6 (0.88%) vSphere
6 3 (0.44%) Hyper-V
6 3 (0.44%) Virtual Machines
6 3 (0.44%) VMware ESXi
6 3 (0.44%) VMware NSX
7 2 (0.29%) Virtual Desktop
7 2 (0.29%) XenApp
8 1 (0.15%) LXC
Systems Management
1 184 (27.14%) Kubernetes
2 126 (18.58%) Terraform
3 91 (13.42%) Ansible
4 39 (5.75%) Puppet
5 25 (3.69%) Opscode Chef
6 13 (1.92%) Prometheus
7 11 (1.62%) Grafana
7 11 (1.62%) Nagios
8 9 (1.33%) Consul
9 7 (1.03%) Docker Swarm
9 7 (1.03%) Rancher
9 7 (1.03%) SCCM
10 6 (0.88%) FortiGate
10 6 (0.88%) Istio
10 6 (0.88%) Microsoft Intune
10 6 (0.88%) QRadar
11 5 (0.74%) Packer
11 5 (0.74%) Salt
12 3 (0.44%) Control-M
12 3 (0.44%) Kubeflow
Vendors
1 101 (14.90%) Microsoft
2 100 (14.75%) Google
3 42 (6.19%) Oracle
4 34 (5.01%) Cisco
5 26 (3.83%) Red Hat
6 22 (3.24%) Alibaba
7 17 (2.51%) Cognizant
7 17 (2.51%) Palo Alto
7 17 (2.51%) VMware
8 16 (2.36%) IBM
8 16 (2.36%) SolarWinds
9 13 (1.92%) Splunk
10 12 (1.77%) Confluent
10 12 (1.77%) EMC
10 12 (1.77%) Juniper
11 11 (1.62%) SAP
12 8 (1.18%) Aruba
12 8 (1.18%) Informatica
12 8 (1.18%) Palantir
13 7 (1.03%) Citrix