Period
to 16 October 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 16 October 2021 with a comparison to the same period in the previous 2 years.

Cloud Computing
England > London
6 months to
16 Oct 2021
Same period 2020 Same period 2019
Rank 293 262 286
Rank change year-on-year -31 +24 +11
Permanent jobs citing Cloud Computing 598 222 649
As % of all permanent jobs advertised in London 1.19% 1.15% 1.18%
As % of the Cloud Services category 2.48% 2.60% 3.25%
Number of salaries quoted 295 167 499
10th Percentile £48,000 £47,500 £39,850
25th Percentile £62,500 £50,000 £51,875
Median annual salary (50th Percentile) £77,500 £72,500 £72,000
Median % change year-on-year +6.90% +0.69% -0.69%
75th Percentile £95,000 £82,500 £90,000
90th Percentile £105,000 £100,000 £110,000
England median annual salary £65,000 £57,500 £62,500
% change year-on-year +13.04% -8.00% -3.85%

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 24,099 8,536 19,944
As % of all permanent IT jobs advertised in London 48.13% 44.05% 36.39%
Number of salaries quoted 15,671 7,294 16,664
10th Percentile £42,500 £42,500 £35,000
25th Percentile £53,750 £52,500 £47,500
Median annual salary (50th Percentile) £72,500 £70,000 £65,000
Median % change year-on-year +3.57% +7.69% +1.56%
75th Percentile £90,000 £86,250 £85,000
90th Percentile £107,500 £110,000 £100,000
England median annual salary £60,000 £60,000 £55,000
% change year-on-year - +9.09% -

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 16 October 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 16 October 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 -61 58 £70,000 +27.27% 36
South London +7 44 £65,000 +28.71% 5
West London -70 21 £51,321 -6.69% 7
East London -19 3 £72,500 -3.33% 5
Cloud Computing
England

For the 6 months to 16 October 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.

1 324 (54.18%) AWS
2 289 (48.33%) Agile Software Development
3 225 (37.63%) Java
4 192 (32.11%) DevOps
5 190 (31.77%) Python
6 186 (31.10%) Finance
7 182 (30.43%) Azure
8 181 (30.27%) Kubernetes
9 162 (27.09%) Software Engineering
10 144 (24.08%) React
11 142 (23.75%) Microservices
12 141 (23.58%) JavaScript
13 139 (23.24%) Social Skills
14 136 (22.74%) Continuous Integration
14 136 (22.74%) GCP
14 136 (22.74%) Docker
15 116 (19.40%) Problem-Solving
16 113 (18.90%) Serverless
17 112 (18.73%) Degree
18 109 (18.23%) Full Stack Development
19 105 (17.56%) Computer Science
20 102 (17.06%) Node.js
21 101 (16.89%) SQL
22 98 (16.39%) Google
23 94 (15.72%) Analytics
24 86 (14.38%) Big Data
24 86 (14.38%) REST
24 86 (14.38%) Machine Learning
25 85 (14.21%) Microsoft
26 82 (13.71%) Jenkins

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 29 (4.85%) Elasticsearch
2 17 (2.84%) Apache Spark
3 11 (1.84%) Apache
3 11 (1.84%) Apache Airflow
4 7 (1.17%) nginx
4 7 (1.17%) Tomcat
5 5 (0.84%) Cloud Foundry
6 4 (0.67%) CMS
6 4 (0.67%) IIS
7 3 (0.50%) LiveCycle
7 3 (0.50%) Mule
7 3 (0.50%) SharePoint
8 2 (0.33%) OpenStack
9 1 (0.17%) Appian
9 1 (0.17%) JBoss
9 1 (0.17%) Luigi
9 1 (0.17%) Oracle SOA Suite
Applications
1 8 (1.34%) Chatbot
2 6 (1.00%) Microsoft Excel
3 4 (0.67%) InVision
3 4 (0.67%) Microsoft Office
3 4 (0.67%) Sketch
4 3 (0.50%) Microsoft PowerPoint
Business Applications
1 3 (0.50%) Sentinel
2 2 (0.33%) Dynamics CRM
3 1 (0.17%) JDE OneWorld
3 1 (0.17%) NetSuite
3 1 (0.17%) Remedy ITSM
3 1 (0.17%) SAP Oil and Gas
Cloud Services
1 324 (54.18%) AWS
2 182 (30.43%) Azure
3 136 (22.74%) GCP
4 113 (18.90%) Serverless
5 48 (8.03%) AWS Lambda
6 45 (7.53%) SaaS
7 36 (6.02%) PaaS
8 33 (5.52%) GitHub
9 23 (3.85%) OpenShift
10 20 (3.34%) Amazon ECS
11 19 (3.18%) AWS CloudFormation
12 18 (3.01%) Amazon S3
13 17 (2.84%) AWS Fargate
14 16 (2.68%) Microsoft 365
15 15 (2.51%) Amazon EKS
15 15 (2.51%) IaaS
16 13 (2.17%) Amazon EC2
16 13 (2.17%) Virtual Private Cloud
17 12 (2.01%) Firebase
17 12 (2.01%) Snowflake
Communications & Networking
1 46 (7.69%) HTTP
2 29 (4.85%) Firewall
3 28 (4.68%) VPN
4 26 (4.35%) TCP/IP
5 15 (2.51%) DNS
6 10 (1.67%) LAN
6 10 (1.67%) WAN
7 8 (1.34%) BGP
7 8 (1.34%) Ethernet VPN
7 8 (1.34%) IPsec
7 8 (1.34%) OSPF
7 8 (1.34%) Wi-Fi
8 5 (0.84%) Network Security
8 5 (0.84%) SAN
9 4 (0.67%) Broadband
9 4 (0.67%) DHCP
9 4 (0.67%) FIX Connectivity
10 2 (0.33%) Bluetooth
10 2 (0.33%) Cisco Nexus
10 2 (0.33%) Unified Communications
Database & Business Intelligence
1 86 (14.38%) Big Data
2 72 (12.04%) NoSQL
3 64 (10.70%) MongoDB
4 50 (8.36%) PostgreSQL
5 45 (7.53%) Relational Database
6 43 (7.19%) Hadoop
7 34 (5.69%) MySQL
8 32 (5.35%) Amazon DynamoDB
8 32 (5.35%) Blockchain
9 27 (4.52%) SQL Server
10 26 (4.35%) Amazon Aurora
11 22 (3.68%) Amazon RDS
12 21 (3.51%) Apache Cassandra
13 11 (1.84%) Data Lake
13 11 (1.84%) OLTP
14 10 (1.67%) HBase
15 9 (1.51%) Amazon Redshift
15 9 (1.51%) Data Warehouse
16 8 (1.34%) ArangoDB
16 8 (1.34%) Redis
Development Applications
1 82 (13.71%) Jenkins
2 50 (8.36%) Git (software)
3 39 (6.52%) Atlassian Bamboo
4 32 (5.35%) JIRA
5 25 (4.18%) JMeter
5 25 (4.18%) Selenium
6 24 (4.01%) JUnit
6 24 (4.01%) WebDriver
7 18 (3.01%) GitLab
8 15 (2.51%) Bitbucket
9 11 (1.84%) Gradle
9 11 (1.84%) Storybook
10 10 (1.67%) Cypress.io
10 10 (1.67%) webpack
11 9 (1.51%) Maven
12 7 (1.17%) ESLint
13 3 (0.50%) Sonatype Nexus
13 3 (0.50%) Subversion
13 3 (0.50%) Zephyr
14 2 (0.33%) Visual Studio Code
General
1 186 (31.10%) Finance
2 139 (23.24%) Social Skills
3 56 (9.36%) Banking
4 53 (8.86%) Analytical Skills
5 41 (6.86%) Retail
6 27 (4.52%) Marketing
7 26 (4.35%) Public Sector
8 21 (3.51%) Inclusion and Diversity
9 19 (3.18%) Games
10 18 (3.01%) Legal
11 16 (2.68%) Automotive
12 10 (1.67%) Telecoms
13 8 (1.34%) Documentation Skills
14 7 (1.17%) Organisational Skills
15 6 (1.00%) Presentation Skills
16 5 (0.84%) Law
17 4 (0.67%) Back Office
17 4 (0.67%) Electronics
17 4 (0.67%) Pharmaceutical
17 4 (0.67%) Publishing
Job Titles
1 145 (24.25%) Developer
2 77 (12.88%) Software Engineer
3 51 (8.53%) Architect
4 37 (6.19%) Analyst
4 37 (6.19%) Java Developer
5 33 (5.52%) Senior Software Engineer
6 31 (5.18%) Consultant
7 29 (4.85%) Cloud Engineer
8 28 (4.68%) Full Stack Developer
9 26 (4.35%) Senior Developer
10 21 (3.51%) Infrastructure Manager
10 21 (3.51%) Project Manager
11 19 (3.18%) Solutions Architect
11 19 (3.18%) Systems Engineer
12 18 (3.01%) DevOps Engineer
12 18 (3.01%) Infrastructure Project Manager
13 17 (2.84%) Banking Infrastructure Project Manager
13 17 (2.84%) Banking Project Manager
14 16 (2.68%) Software Developer
14 16 (2.68%) Software Development Engineer
Libraries, Frameworks & Software Standards
1 144 (24.08%) React
2 102 (17.06%) Node.js
3 86 (14.38%) REST
4 78 (13.04%) Kafka
5 68 (11.37%) Web Services
6 67 (11.20%) Spring
7 60 (10.03%) Spring Boot
8 49 (8.19%) .NET
9 47 (7.86%) AngularJS
10 42 (7.02%) RESTful
11 41 (6.86%) CSS
12 39 (6.52%) HTML
13 34 (5.69%) Apache Thrift
14 33 (5.52%) GraphQL
15 29 (4.85%) Django
16 27 (4.52%) JSON
16 27 (4.52%) React Native
17 24 (4.01%) .NET Core
18 18 (3.01%) Pandas
19 17 (2.84%) Express
Miscellaneous
1 60 (10.03%) User Experience
2 41 (6.86%) Mobile App
3 39 (6.52%) Algorithms
4 36 (6.02%) Management Information System
5 31 (5.18%) Cloud Native
6 28 (4.68%) Public Cloud
7 22 (3.68%) Data Centre
8 21 (3.51%) Virtual Team
9 18 (3.01%) Greenfield Project
10 16 (2.68%) Social Media
11 15 (2.51%) Enterprise Software
11 15 (2.51%) Self-Motivation
12 12 (2.01%) Driving Licence
13 11 (1.84%) Blog
13 11 (1.84%) CMDB
13 11 (1.84%) Data Structures
14 10 (1.67%) PlayStation
15 9 (1.51%) Enterprise Cloud
15 9 (1.51%) Fixed Income
15 9 (1.51%) NHS
Operating Systems
1 70 (11.71%) Linux
2 35 (5.85%) Windows
3 26 (4.35%) Unix
4 25 (4.18%) Windows Server
5 16 (2.68%) Apple iOS
6 14 (2.34%) Android
7 11 (1.84%) Windows 10
8 10 (1.67%) CentOS
9 6 (1.00%) Windows Server 2012
9 6 (1.00%) Windows Server 2019
10 5 (0.84%) Windows Server 2008
11 4 (0.67%) Windows Server 2016
12 3 (0.50%) Mac OS
12 3 (0.50%) Red Hat Enterprise Linux
12 3 (0.50%) Ubuntu
13 2 (0.33%) Solaris
13 2 (0.33%) SUSE
14 1 (0.17%) VMS
Processes & Methodologies
1 289 (48.33%) Agile Software Development
2 192 (32.11%) DevOps
3 162 (27.09%) Software Engineering
4 142 (23.75%) Microservices
5 136 (22.74%) Continuous Integration
6 116 (19.40%) Problem-Solving
7 109 (18.23%) Full Stack Development
8 105 (17.56%) Computer Science
9 94 (15.72%) Analytics
10 86 (14.38%) Machine Learning
11 81 (13.55%) OO
11 81 (13.55%) Test Automation
12 70 (11.71%) Artificial Intelligence
13 68 (11.37%) Data Science
13 68 (11.37%) Scrum
14 63 (10.54%) Mentoring
15 61 (10.20%) Open Source
16 54 (9.03%) TDD
17 52 (8.70%) Continuous Improvement
18 51 (8.53%) SDLC
Programming Languages
1 225 (37.63%) Java
2 190 (31.77%) Python
3 141 (23.58%) JavaScript
4 101 (16.89%) SQL
5 69 (11.54%) TypeScript
6 48 (8.03%) C#
7 47 (7.86%) C++
8 39 (6.52%) PowerShell
9 35 (5.85%) Go
10 33 (5.52%) Scala
11 30 (5.02%) Ruby
12 29 (4.85%) Bash Shell
13 28 (4.68%) C
14 27 (4.52%) Kotlin
15 16 (2.68%) PHP
16 12 (2.01%) Dart
17 11 (1.84%) Perl
18 10 (1.67%) Shell Script
19 5 (0.84%) ES6
19 5 (0.84%) Java 11
Qualifications
1 112 (18.73%) Degree
2 31 (5.18%) Master's Degree
3 28 (4.68%) Computer Science Degree
4 22 (3.68%) Security Cleared
5 20 (3.34%) SC Cleared
6 13 (2.17%) AWS Certification
7 10 (1.67%) Microsoft Certification
8 8 (1.34%) MCSA
9 4 (0.67%) CISM
9 4 (0.67%) CISSP
10 3 (0.50%) PhD
11 2 (0.33%) CISA
11 2 (0.33%) Cisco Certification
11 2 (0.33%) CRISC
11 2 (0.33%) DBS Check
12 1 (0.17%) GPEN
12 1 (0.17%) GWAPT
12 1 (0.17%) OSCP
12 1 (0.17%) RHCSA
12 1 (0.17%) VCAP
Quality Assurance & Compliance
1 21 (3.51%) QA
2 9 (1.51%) NIST
3 7 (1.17%) GDPR
3 7 (1.17%) ISO/IEC 27001
4 6 (1.00%) PCI DSS
5 4 (0.67%) Data Quality
6 2 (0.33%) Accessibility
6 2 (0.33%) COBIT
6 2 (0.33%) Cyber Essentials
6 2 (0.33%) Sarbanes-Oxley
7 1 (0.17%) GRC
7 1 (0.17%) JSP 440
7 1 (0.17%) SEPA
7 1 (0.17%) SLA
7 1 (0.17%) SOC 2
System Software
1 136 (22.74%) Docker
2 23 (3.85%) Active Directory
3 10 (1.67%) Apache ZooKeeper
4 7 (1.17%) VMware Infrastructure
5 2 (0.33%) Virtual Desktop
5 2 (0.33%) VMware NSX
6 1 (0.17%) HDFS
6 1 (0.17%) LXC
6 1 (0.17%) Shibboleth
6 1 (0.17%) vSphere
Systems Management
1 181 (30.27%) Kubernetes
2 63 (10.54%) Terraform
3 44 (7.36%) Ansible
4 40 (6.69%) Puppet
5 29 (4.85%) Prometheus
6 24 (4.01%) Grafana
7 18 (3.01%) FortiGate
8 17 (2.84%) Nagios
9 10 (1.67%) Rancher
10 8 (1.34%) Consul
10 8 (1.34%) Packer
11 7 (1.17%) SCCM
12 6 (1.00%) Istio
12 6 (1.00%) QRadar
13 5 (0.84%) Salt
14 4 (0.67%) Docker Swarm
14 4 (0.67%) Kibana
14 4 (0.67%) logstash
14 4 (0.67%) Opscode Chef
15 3 (0.50%) Microsoft Intune
Vendors
1 98 (16.39%) Google
2 85 (14.21%) Microsoft
3 33 (5.52%) Oracle
4 32 (5.35%) Cisco
5 26 (4.35%) SolarWinds
6 18 (3.01%) Fortinet
7 16 (2.68%) Red Hat
8 13 (2.17%) Splunk
9 11 (1.84%) IBM
10 10 (1.67%) Cognizant
10 10 (1.67%) Palo Alto
10 10 (1.67%) Salesforce.com
11 9 (1.51%) VMware
12 8 (1.34%) Aruba
12 8 (1.34%) Juniper
13 7 (1.17%) Workday
14 6 (1.00%) ServiceNow
15 5 (0.84%) Actian
15 5 (0.84%) Cadence
15 5 (0.84%) Informatica