Period
to 24 July 2021

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 24 July 2021 with a comparison to the same period in the previous 2 years.

Cloud Computing
England > London
6 months to
24 Jul 2021
Same period 2020 Same period 2019
Rank 282 283 308
Rank change year-on-year +1 +25 -18
Permanent jobs citing Cloud Computing 543 338 601
As % of all permanent jobs advertised in London 1.21% 1.15% 1.04%
As % of the Cloud Services category 2.52% 2.83% 3.05%
Number of salaries quoted 275 278 465
10th Percentile £48,000 £42,500 £40,000
25th Percentile £59,289 £50,000 £50,000
Median annual salary (50th Percentile) £75,000 £67,750 £70,000
Median % change year-on-year +10.70% -3.21% -6.67%
75th Percentile £95,000 £90,000 £86,250
90th Percentile £109,000 £105,000 £100,000
England median annual salary £65,000 £57,500 £60,000
% change year-on-year +13.04% -4.17% -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 21,524 11,960 19,709
As % of all permanent IT jobs advertised in London 47.79% 40.65% 34.22%
Number of salaries quoted 14,284 9,951 16,532
10th Percentile £42,500 £41,250 £36,250
25th Percentile £53,750 £51,250 £47,500
Median annual salary (50th Percentile) £70,000 £70,000 £65,000
Median % change year-on-year - +7.69% +4.00%
75th Percentile £90,000 £87,500 £83,750
90th Percentile £105,000 £105,000 £97,500
England median annual salary £60,000 £57,500 £55,000
% change year-on-year +4.35% +4.55% +4.76%

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 24 July 2021.

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 24 July 2021. 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 -34 46 £70,000 +7.69% 30
South London +14 37 £62,500 +4.17% 2
West London -29 6 £37,500 -42.31% 4
North London - 3 - -
East London +1 1 £72,500 -3.33% 7
Cloud Computing
England

For the 6 months to 24 July 2021, 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.

1 278 (51.20%) Agile Software Development
2 276 (50.83%) AWS
3 191 (35.17%) Java
4 170 (31.31%) Python
5 168 (30.94%) Azure
6 152 (27.99%) Kubernetes
7 141 (25.97%) DevOps
8 131 (24.13%) Finance
9 122 (22.47%) JavaScript
9 122 (22.47%) Docker
10 119 (21.92%) GCP
10 119 (21.92%) Software Engineering
11 112 (20.63%) React
11 112 (20.63%) Social Skills
12 110 (20.26%) Continuous Integration
13 109 (20.07%) Microservices
14 99 (18.23%) Degree
15 98 (18.05%) REST
16 95 (17.50%) SQL
17 86 (15.84%) Google
18 84 (15.47%) Microsoft
18 84 (15.47%) Node.js
18 84 (15.47%) Big Data
19 81 (14.92%) Analytics
19 81 (14.92%) Problem-Solving
19 81 (14.92%) OO
20 80 (14.73%) Serverless
21 75 (13.81%) Test Automation
22 72 (13.26%) Computer Science
23 71 (13.08%) Kafka

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 25 (4.60%) Apache Spark
2 24 (4.42%) Elasticsearch
3 14 (2.58%) Apache
4 12 (2.21%) Apache Airflow
5 9 (1.66%) OpenStack
6 8 (1.47%) Cloud Foundry
6 8 (1.47%) Tomcat
7 5 (0.92%) CMS
7 5 (0.92%) IIS
8 4 (0.74%) nginx
9 2 (0.37%) LiveCycle
9 2 (0.37%) Luigi
9 2 (0.37%) Mule
9 2 (0.37%) SharePoint
10 1 (0.18%) Confluence
10 1 (0.18%) JBoss
10 1 (0.18%) MS Exchange
10 1 (0.18%) Oracle SOA Suite
10 1 (0.18%) Red Hat Fuse
10 1 (0.18%) Skype for Business
Applications
1 5 (0.92%) Microsoft Excel
2 4 (0.74%) Chatbot
2 4 (0.74%) Microsoft PowerPoint
3 1 (0.18%) Microsoft Office
Business Applications
1 2 (0.37%) Dynamics CRM
2 1 (0.18%) Distributed Ledger
2 1 (0.18%) JDE OneWorld
2 1 (0.18%) NetSuite
2 1 (0.18%) Remedy ITSM
2 1 (0.18%) SAP Oil and Gas
2 1 (0.18%) SAP S/4HANA
2 1 (0.18%) Sentinel
Cloud Services
1 276 (50.83%) AWS
2 168 (30.94%) Azure
3 119 (21.92%) GCP
4 80 (14.73%) Serverless
5 42 (7.73%) AWS Lambda
5 42 (7.73%) SaaS
6 40 (7.37%) PaaS
7 38 (7.00%) IaaS
8 27 (4.97%) Amazon S3
9 25 (4.60%) Amazon ECS
10 23 (4.24%) GitHub
11 22 (4.05%) AWS Fargate
12 21 (3.87%) AWS CloudFormation
13 19 (3.50%) Microsoft 365
14 16 (2.95%) Amazon EC2
14 16 (2.95%) Virtual Private Cloud
15 15 (2.76%) CloudFront
16 14 (2.58%) Amazon CloudWatch
17 13 (2.39%) Amazon SQS
18 12 (2.21%) Firebase
Communications & Networking
1 43 (7.92%) HTTP
2 23 (4.24%) Firewall
3 22 (4.05%) VPN
4 17 (3.13%) TCP/IP
5 13 (2.39%) DNS
6 9 (1.66%) Internet
7 8 (1.47%) Intrusion Detection
8 6 (1.10%) 5G
8 6 (1.10%) BGP
8 6 (1.10%) IMAP
8 6 (1.10%) MPLS
8 6 (1.10%) Network Security
8 6 (1.10%) OpenFlow
8 6 (1.10%) SAN
8 6 (1.10%) SMTP
9 4 (0.74%) FIX Connectivity
10 2 (0.37%) 3G
10 2 (0.37%) 4G
10 2 (0.37%) Broadband
10 2 (0.37%) DHCP
Database & Business Intelligence
1 84 (15.47%) Big Data
2 69 (12.71%) NoSQL
3 55 (10.13%) MongoDB
4 50 (9.21%) Relational Database
5 41 (7.55%) MySQL
6 40 (7.37%) Hadoop
7 26 (4.79%) PostgreSQL
8 23 (4.24%) Amazon DynamoDB
8 23 (4.24%) Amazon RDS
8 23 (4.24%) Data Warehouse
9 19 (3.50%) Apache Cassandra
9 19 (3.50%) Blockchain
10 17 (3.13%) SQL Server
11 16 (2.95%) Amazon Aurora
12 12 (2.21%) Data Lake
13 11 (2.03%) Amazon Redshift
13 11 (2.03%) OLTP
14 9 (1.66%) Flink
15 8 (1.47%) HBase
15 8 (1.47%) Neo4j
Development Applications
1 65 (11.97%) Jenkins
2 49 (9.02%) Git (software)
3 42 (7.73%) Atlassian Bamboo
4 31 (5.71%) JMeter
5 28 (5.16%) Selenium
6 25 (4.60%) JUnit
6 25 (4.60%) WebDriver
7 16 (2.95%) Cypress.io
7 16 (2.95%) JIRA
8 15 (2.76%) GitLab
9 14 (2.58%) webpack
10 11 (2.03%) Bitbucket
11 6 (1.10%) Visual Studio Team System
12 5 (0.92%) ESLint
12 5 (0.92%) Gatling
12 5 (0.92%) Gradle
12 5 (0.92%) LoadRunner
12 5 (0.92%) Postman
12 5 (0.92%) The Grinder
12 5 (0.92%) Xdebug
General
1 131 (24.13%) Finance
2 112 (20.63%) Social Skills
3 41 (7.55%) Analytical Skills
3 41 (7.55%) Banking
4 36 (6.63%) Retail
5 30 (5.52%) Marketing
6 24 (4.42%) Public Sector
7 23 (4.24%) Inclusion and Diversity
8 14 (2.58%) Presentation Skills
9 13 (2.39%) Games
9 13 (2.39%) Legal
9 13 (2.39%) Telecoms
10 12 (2.21%) Influencing Skills
11 9 (1.66%) Automotive
12 8 (1.47%) Documentation Skills
13 7 (1.29%) Local Government
14 6 (1.10%) Front Office
14 6 (1.10%) Manufacturing
14 6 (1.10%) Pharmaceutical
15 5 (0.92%) Electronics
Job Titles
1 118 (21.73%) Developer
2 68 (12.52%) Architect
3 64 (11.79%) Software Engineer
4 41 (7.55%) Consultant
5 40 (7.37%) Full Stack Developer
6 32 (5.89%) Analyst
7 29 (5.34%) Solutions Architect
8 27 (4.97%) Cloud Architect
9 23 (4.24%) Cloud Engineer
9 23 (4.24%) Senior Developer
9 23 (4.24%) Senior Software Engineer
10 22 (4.05%) Development Engineer
11 19 (3.50%) Java Developer
12 17 (3.13%) Data Engineer
12 17 (3.13%) Software Development Engineer
13 15 (2.76%) Java Engineer
14 14 (2.58%) Infrastructure Analyst
14 14 (2.58%) Technical Architect
15 13 (2.39%) Python Developer
15 13 (2.39%) Test Engineer
Libraries, Frameworks & Software Standards
1 112 (20.63%) React
2 98 (18.05%) REST
3 84 (15.47%) Node.js
4 71 (13.08%) Kafka
5 69 (12.71%) Web Services
6 47 (8.66%) RESTful
7 44 (8.10%) CSS
8 42 (7.73%) Spring
9 37 (6.81%) HTML
10 36 (6.63%) .NET
11 35 (6.45%) AngularJS
12 33 (6.08%) Apache Thrift
13 31 (5.71%) React Native
14 30 (5.52%) Spring Boot
15 29 (5.34%) JSON
16 26 (4.79%) GraphQL
17 21 (3.87%) .NET Core
18 17 (3.13%) Django
19 16 (2.95%) gRPC
20 14 (2.58%) WebSockets
Miscellaneous
1 52 (9.58%) User Experience
2 41 (7.55%) Algorithms
3 39 (7.18%) Mobile App
4 27 (4.97%) Data Structures
5 24 (4.42%) Cloud Native
5 24 (4.42%) Public Cloud
6 23 (4.24%) Data Centre
7 15 (2.76%) Driving Licence
7 15 (2.76%) Enterprise Cloud
8 13 (2.39%) Blog
8 13 (2.39%) Greenfield Project
8 13 (2.39%) NHS
9 12 (2.21%) Virtual Team
10 11 (2.03%) Management Information System
10 11 (2.03%) Social Media
11 10 (1.84%) CMDB
11 10 (1.84%) Derivative
11 10 (1.84%) Fixed Income
12 9 (1.66%) Client/Server
13 8 (1.47%) Social Network
Operating Systems
1 50 (9.21%) Linux
2 37 (6.81%) Windows
3 20 (3.68%) Windows Server
4 15 (2.76%) Apple iOS
4 15 (2.76%) Unix
5 13 (2.39%) Android
6 10 (1.84%) Windows 10
7 9 (1.66%) CentOS
8 5 (0.92%) Windows Server 2008
9 4 (0.74%) Red Hat Enterprise Linux
9 4 (0.74%) Windows Server 2012
9 4 (0.74%) Windows Server 2019
10 3 (0.55%) Mac OS
10 3 (0.55%) VMS
11 2 (0.37%) Windows Server 2016
12 1 (0.18%) Debian
12 1 (0.18%) Solaris
12 1 (0.18%) SUSE
12 1 (0.18%) Ubuntu
Processes & Methodologies
1 278 (51.20%) Agile Software Development
2 141 (25.97%) DevOps
3 119 (21.92%) Software Engineering
4 110 (20.26%) Continuous Integration
5 109 (20.07%) Microservices
6 81 (14.92%) Analytics
6 81 (14.92%) OO
6 81 (14.92%) Problem-Solving
7 75 (13.81%) Test Automation
8 72 (13.26%) Computer Science
9 64 (11.79%) Mentoring
10 63 (11.60%) Open Source
11 60 (11.05%) Machine Learning
12 55 (10.13%) TDD
13 52 (9.58%) Infrastructure as Code
14 47 (8.66%) Scrum
15 46 (8.47%) Data Science
16 45 (8.29%) Migration
17 43 (7.92%) Continuous Delivery
18 42 (7.73%) Unit Testing
Programming Languages
1 191 (35.17%) Java
2 170 (31.31%) Python
3 122 (22.47%) JavaScript
4 95 (17.50%) SQL
5 50 (9.21%) C#
6 48 (8.84%) TypeScript
7 39 (7.18%) Ruby
8 34 (6.26%) Go
8 34 (6.26%) PHP
8 34 (6.26%) PowerShell
9 33 (6.08%) Bash Shell
10 27 (4.97%) C++
10 27 (4.97%) Scala
11 20 (3.68%) Kotlin
12 18 (3.31%) C
13 12 (2.21%) Dart
14 8 (1.47%) PHP 7
15 7 (1.29%) ES6
15 7 (1.29%) Groovy
16 4 (0.74%) Java 11
Qualifications
1 99 (18.23%) Degree
2 29 (5.34%) Security Cleared
3 28 (5.16%) Computer Science Degree
4 27 (4.97%) Master's Degree
5 21 (3.87%) SC Cleared
6 16 (2.95%) CISM
6 16 (2.95%) CISSP
7 12 (2.21%) CISA
8 10 (1.84%) AWS Certification
9 9 (1.66%) Cisco Certification
10 8 (1.47%) (ISC)2 CCSP
10 8 (1.47%) CCSP
11 7 (1.29%) Microsoft Certification
12 5 (0.92%) CEH
12 5 (0.92%) CompTIA Security+
12 5 (0.92%) CRISC
12 5 (0.92%) DBS Check
12 5 (0.92%) MCSA
12 5 (0.92%) PhD
12 5 (0.92%) SSCP
Quality Assurance & Compliance
1 25 (4.60%) QA
2 17 (3.13%) NIST
3 14 (2.58%) ISO/IEC 27001
4 7 (1.29%) Cyber Essentials
5 6 (1.10%) PCI DSS
6 4 (0.74%) COBIT
6 4 (0.74%) GDPR
7 3 (0.55%) GRC
8 1 (0.18%) Accessibility
8 1 (0.18%) Data Quality
8 1 (0.18%) JSP 440
8 1 (0.18%) PMO
8 1 (0.18%) Sarbanes-Oxley
8 1 (0.18%) SLA
8 1 (0.18%) SOC 2
System Software
1 122 (22.47%) Docker
2 23 (4.24%) Active Directory
3 8 (1.47%) Apache ZooKeeper
3 8 (1.47%) VMware Infrastructure
4 6 (1.10%) KVM
5 4 (0.74%) HDFS
5 4 (0.74%) Virtual Machines
6 1 (0.18%) Hyper-V
6 1 (0.18%) Shibboleth
Systems Management
1 152 (27.99%) Kubernetes
2 54 (9.94%) Terraform
3 35 (6.45%) Ansible
4 30 (5.52%) Prometheus
5 26 (4.79%) Puppet
6 20 (3.68%) Grafana
7 13 (2.39%) FortiGate
8 10 (1.84%) Rancher
9 7 (1.29%) Consul
9 7 (1.29%) Istio
9 7 (1.29%) Nagios
9 7 (1.29%) Packer
10 5 (0.92%) Docker Swarm
10 5 (0.92%) SCCM
11 4 (0.74%) Graphite
11 4 (0.74%) Kibana
11 4 (0.74%) logstash
11 4 (0.74%) Opscode Chef
11 4 (0.74%) QRadar
12 2 (0.37%) Microsoft Intune
Vendors
1 86 (15.84%) Google
2 84 (15.47%) Microsoft
3 22 (4.05%) Oracle
4 20 (3.68%) Cisco
5 13 (2.39%) Fortinet
5 13 (2.39%) SolarWinds
6 9 (1.66%) IBM
6 9 (1.66%) Red Hat
6 9 (1.66%) Salesforce.com
7 8 (1.47%) SAP
7 8 (1.47%) Splunk
7 8 (1.47%) VMware
7 8 (1.47%) Zend
8 7 (1.29%) Workday
9 6 (1.10%) SendGrid
9 6 (1.10%) Stackify
10 5 (0.92%) Cadence
10 5 (0.92%) Dynatrace
10 5 (0.92%) ServiceNow
11 4 (0.74%) Qualys