Period
to 15 May 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 15 May 2021 with a comparison to the same period in the previous 2 years.

Cloud Computing
England > London
6 months to
15 May 2021
Same period 2020 Same period 2019
Rank 285 262 313
Rank change year-on-year -23 +51 -25
Permanent jobs citing Cloud Computing 370 519 595
As % of all permanent jobs advertised in London 1.10% 1.29% 1.01%
As % of the Cloud Services category 2.36% 3.29% 3.19%
Number of salaries quoted 226 441 445
10th Percentile £48,750 £42,500 £38,000
25th Percentile £57,500 £52,500 £51,250
Median annual salary (50th Percentile) £72,500 £70,000 £67,500
Median % change year-on-year +3.57% +3.70% -3.57%
75th Percentile £92,188 £90,000 £85,000
90th Percentile £110,000 £105,000 £100,000
England median annual salary £65,000 £60,000 £60,000
% change year-on-year +8.33% - -

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 15,645 15,777 18,662
As % of all permanent IT jobs advertised in London 46.44% 39.32% 31.80%
Number of salaries quoted 12,056 13,059 15,507
10th Percentile £42,500 £37,500 £35,000
25th Percentile £53,750 £50,000 £47,500
Median annual salary (50th Percentile) £70,000 £67,500 £65,000
Median % change year-on-year +3.70% +3.85% +4.00%
75th Percentile £87,500 £87,500 £82,500
90th Percentile £105,000 £105,000 £95,000
England median annual salary £58,000 £57,500 £55,000
% change year-on-year +0.87% +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 15 May 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 15 May 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 +1 51 £72,500 +11.54% 12
South London +12 23 £55,000 -12.00% 1
West London +25 4 £49,000 -16.60% 1
North London +26 3 - -
Cloud Computing
England

For the 6 months to 15 May 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.

1 188 (50.81%) AWS
2 185 (50.00%) Agile Software Development
3 143 (38.65%) Azure
4 112 (30.27%) Java
5 103 (27.84%) Python
6 96 (25.95%) DevOps
7 88 (23.78%) Social Skills
8 79 (21.35%) Kubernetes
9 78 (21.08%) Docker
10 77 (20.81%) Microservices
11 73 (19.73%) Finance
12 72 (19.46%) Software Engineering
13 69 (18.65%) GCP
14 68 (18.38%) Microsoft
15 63 (17.03%) REST
16 62 (16.76%) JavaScript
17 60 (16.22%) Degree
18 53 (14.32%) SQL
18 53 (14.32%) Problem-Solving
19 52 (14.05%) Google
20 50 (13.51%) Big Data
21 49 (13.24%) Continuous Integration
21 49 (13.24%) NoSQL
22 47 (12.70%) Open Source
23 43 (11.62%) Relational Database
24 41 (11.08%) C#
25 40 (10.81%) Linux
25 40 (10.81%) Business Intelligence
25 40 (10.81%) Node.js
26 39 (10.54%) Git (software)

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 (5.14%) Apache Spark
2 12 (3.24%) OpenStack
3 11 (2.97%) Apache
3 11 (2.97%) Elasticsearch
4 6 (1.62%) IIS
4 6 (1.62%) Tomcat
5 5 (1.35%) Cloud Foundry
6 4 (1.08%) Apache Airflow
7 2 (0.54%) MS Exchange
7 2 (0.54%) SharePoint
7 2 (0.54%) Skype for Business
8 1 (0.27%) Apache Pig
8 1 (0.27%) Apache Solr
8 1 (0.27%) BizTalk Server
8 1 (0.27%) CMS
8 1 (0.27%) Confluence
8 1 (0.27%) JBoss
8 1 (0.27%) Luigi
8 1 (0.27%) nginx
8 1 (0.27%) Oracle SOA Suite
Applications
1 5 (1.35%) Microsoft Excel
2 4 (1.08%) Microsoft Office
2 4 (1.08%) Microsoft PowerPoint
Business Applications
1 2 (0.54%) SAP S/4HANA
2 1 (0.27%) Distributed Ledger
2 1 (0.27%) Dynamics CRM
2 1 (0.27%) SAP CRM
2 1 (0.27%) SAP ERP
2 1 (0.27%) SAP Hybris
2 1 (0.27%) Sentinel
2 1 (0.27%) Sparx Enterprise Architect
Cloud Services
1 188 (50.81%) AWS
2 143 (38.65%) Azure
3 69 (18.65%) GCP
4 37 (10.00%) IaaS
5 30 (8.11%) PaaS
5 30 (8.11%) SaaS
5 30 (8.11%) Serverless
6 18 (4.86%) Microsoft 365
7 17 (4.59%) Amazon S3
7 17 (4.59%) AWS Lambda
8 15 (4.05%) GitHub
9 13 (3.51%) Amazon CloudWatch
9 13 (3.51%) AWS CloudFormation
9 13 (3.51%) Power Platform
10 12 (3.24%) Amazon EC2
10 12 (3.24%) Amazon ECS
10 12 (3.24%) AWS Fargate
11 10 (2.70%) CloudFront
12 9 (2.43%) Azure Active Directory
13 8 (2.16%) Datadog
Communications & Networking
1 21 (5.68%) Firewall
2 18 (4.86%) VPN
3 15 (4.05%) HTTP
4 11 (2.97%) Internet
5 10 (2.70%) TCP/IP
6 9 (2.43%) DNS
7 8 (2.16%) BGP
7 8 (2.16%) Intrusion Detection
7 8 (2.16%) MPLS
8 7 (1.89%) 5G
8 7 (1.89%) Network Security
8 7 (1.89%) OpenFlow
8 7 (1.89%) SAN
9 6 (1.62%) IMAP
9 6 (1.62%) SMTP
10 4 (1.08%) DHCP
10 4 (1.08%) LAN
10 4 (1.08%) VoIP
10 4 (1.08%) WAN
10 4 (1.08%) Wireless
Database & Business Intelligence
1 50 (13.51%) Big Data
2 49 (13.24%) NoSQL
3 43 (11.62%) Relational Database
4 28 (7.57%) MySQL
5 21 (5.68%) Data Warehouse
6 18 (4.86%) MongoDB
7 16 (4.32%) OLTP
8 15 (4.05%) PostgreSQL
9 14 (3.78%) Hadoop
10 13 (3.51%) Apache Cassandra
10 13 (3.51%) SQL Server
11 12 (3.24%) Amazon RDS
12 10 (2.70%) Power BI
13 9 (2.43%) Amazon Redshift
13 9 (2.43%) Data Lake
13 9 (2.43%) Flink
14 8 (2.16%) Snowflake Schema
14 8 (2.16%) SQL Server Reporting Services
15 7 (1.89%) Amazon DynamoDB
15 7 (1.89%) Azure SQL Database
Development Applications
1 39 (10.54%) Git (software)
2 26 (7.03%) Jenkins
3 12 (3.24%) GitLab
4 11 (2.97%) Atlassian Bamboo
4 11 (2.97%) Cypress.io
5 9 (2.43%) JMeter
6 7 (1.89%) Postman
6 7 (1.89%) webpack
7 6 (1.62%) JIRA
7 6 (1.62%) Selenium
7 6 (1.62%) Visual Studio Team System
8 5 (1.35%) Gatling
8 5 (1.35%) LoadRunner
8 5 (1.35%) Locust
8 5 (1.35%) REST Assured
8 5 (1.35%) TestCafe
8 5 (1.35%) The Grinder
8 5 (1.35%) Visual Studio
8 5 (1.35%) Xdebug
9 4 (1.08%) JUnit
General
1 88 (23.78%) Social Skills
2 73 (19.73%) Finance
3 39 (10.54%) Banking
4 32 (8.65%) Analytical Skills
5 23 (6.22%) Marketing
6 22 (5.95%) Public Sector
7 14 (3.78%) Telecoms
8 13 (3.51%) Presentation Skills
9 12 (3.24%) Retail
10 11 (2.97%) Private Banking
11 10 (2.70%) Influencing Skills
11 10 (2.70%) Legal
12 9 (2.43%) Documentation Skills
12 9 (2.43%) Games
13 7 (1.89%) Electronics
13 7 (1.89%) Law
13 7 (1.89%) Manufacturing
14 4 (1.08%) Local Government
14 4 (1.08%) Organisational Skills
14 4 (1.08%) Pharmaceutical
Job Titles
1 66 (17.84%) Developer
2 62 (16.76%) Architect
3 46 (12.43%) Software Engineer
4 26 (7.03%) Cloud Architect
5 24 (6.49%) Solutions Architect
6 22 (5.95%) Consultant
7 21 (5.68%) Full Stack Developer
8 20 (5.41%) Senior Developer
9 19 (5.14%) Java Engineer
10 18 (4.86%) Analyst
11 15 (4.05%) Cloud Engineer
11 15 (4.05%) Data Engineer
11 15 (4.05%) Java Software Engineer
12 14 (3.78%) Technical Architect
13 13 (3.51%) DevOps Engineer
14 12 (3.24%) Administrator
14 12 (3.24%) Java Developer
14 12 (3.24%) Senior Software Engineer
15 11 (2.97%) DBA
15 11 (2.97%) Development Engineer
Libraries, Frameworks & Software Standards
1 63 (17.03%) REST
2 40 (10.81%) Node.js
3 39 (10.54%) Web Services
4 35 (9.46%) React
5 34 (9.19%) .NET
6 33 (8.92%) Spring
7 32 (8.65%) Kafka
8 25 (6.76%) RESTful
9 24 (6.49%) CSS
10 22 (5.95%) Spring Boot
11 21 (5.68%) HTML
12 19 (5.14%) AngularJS
13 15 (4.05%) .NET Core
14 13 (3.51%) React Native
15 11 (2.97%) gRPC
15 11 (2.97%) Symfony
16 10 (2.70%) GraphQL
16 10 (2.70%) XML
16 10 (2.70%) XMPP
17 9 (2.43%) Apache Thrift
Miscellaneous
1 32 (8.65%) User Experience
2 21 (5.68%) Public Cloud
3 20 (5.41%) Data Centre
3 20 (5.41%) Data Structures
4 19 (5.14%) Algorithms
5 18 (4.86%) Greenfield Project
6 17 (4.59%) Cloud Native
6 17 (4.59%) Mobile App
7 15 (4.05%) Enterprise Cloud
8 10 (2.70%) CMDB
9 9 (2.43%) Blog
10 7 (1.89%) Driving Licence
10 7 (1.89%) Management Information System
10 7 (1.89%) NHS
11 5 (1.35%) Augmented Reality
11 5 (1.35%) Client/Server
11 5 (1.35%) Internet of Things
11 5 (1.35%) Private Cloud
11 5 (1.35%) Social Media
12 4 (1.08%) Hybrid Cloud
Operating Systems
1 40 (10.81%) Linux
2 21 (5.68%) Windows
3 8 (2.16%) CentOS
3 8 (2.16%) Unix
4 7 (1.89%) Windows 10
4 7 (1.89%) Windows Server
5 6 (1.62%) Red Hat Enterprise Linux
6 3 (0.81%) Android
6 3 (0.81%) Apple iOS
6 3 (0.81%) Debian
6 3 (0.81%) Nucleus RTOS
6 3 (0.81%) Ubuntu
6 3 (0.81%) VMS
7 2 (0.54%) Oracle Linux
8 1 (0.27%) Mac OS
8 1 (0.27%) SUSE
8 1 (0.27%) Windows Server 2012
8 1 (0.27%) Windows Server 2016
Processes & Methodologies
1 185 (50.00%) Agile Software Development
2 96 (25.95%) DevOps
3 77 (20.81%) Microservices
4 72 (19.46%) Software Engineering
5 53 (14.32%) Problem-Solving
6 49 (13.24%) Continuous Integration
7 47 (12.70%) Open Source
8 40 (10.81%) Business Intelligence
9 38 (10.27%) Analytics
9 38 (10.27%) Test Automation
10 35 (9.46%) Computer Science
11 33 (8.92%) Mentoring
11 33 (8.92%) OO
12 32 (8.65%) Continuous Delivery
12 32 (8.65%) Migration
12 32 (8.65%) TDD
13 31 (8.38%) Scrum
14 27 (7.30%) Infrastructure as Code
15 25 (6.76%) Load Balancing
15 25 (6.76%) Machine Learning
Programming Languages
1 112 (30.27%) Java
2 103 (27.84%) Python
3 62 (16.76%) JavaScript
4 53 (14.32%) SQL
5 41 (11.08%) C#
6 29 (7.84%) PHP
6 29 (7.84%) Ruby
7 25 (6.76%) TypeScript
8 22 (5.95%) Go
8 22 (5.95%) PowerShell
9 21 (5.68%) Bash Shell
10 15 (4.05%) Scala
11 14 (3.78%) Java 8
12 13 (3.51%) C++
13 11 (2.97%) R
14 9 (2.43%) C
15 5 (1.35%) Kotlin
15 5 (1.35%) PHP 7
16 4 (1.08%) ES6
16 4 (1.08%) T-SQL
Qualifications
1 60 (16.22%) Degree
2 29 (7.84%) Security Cleared
3 21 (5.68%) SC Cleared
4 15 (4.05%) CISM
4 15 (4.05%) CISSP
4 15 (4.05%) Computer Science Degree
5 14 (3.78%) Master's Degree
6 12 (3.24%) CISA
6 12 (3.24%) Cisco Certification
7 8 (2.16%) (ISC)2 CCSP
7 8 (2.16%) CCSP
8 7 (1.89%) AWS Certification
9 5 (1.35%) CEH
9 5 (1.35%) CompTIA Security+
9 5 (1.35%) CRISC
9 5 (1.35%) Microsoft Certification
9 5 (1.35%) SSCP
10 3 (0.81%) PhD
10 3 (0.81%) RHCE
10 3 (0.81%) RHCSA
Quality Assurance & Compliance
1 20 (5.41%) QA
2 16 (4.32%) NIST
3 12 (3.24%) ISO/IEC 27001
4 5 (1.35%) Cyber Essentials
4 5 (1.35%) GRC
5 4 (1.08%) COBIT
5 4 (1.08%) PCI DSS
6 2 (0.54%) SOC 2
7 1 (0.27%) Data Quality
7 1 (0.27%) FedRAMP
7 1 (0.27%) IEC 62304
7 1 (0.27%) ISO 13485
7 1 (0.27%) JSP 440
7 1 (0.27%) PMO
System Software
1 78 (21.08%) Docker
2 17 (4.59%) Active Directory
3 13 (3.51%) VMware Infrastructure
4 8 (2.16%) KVM
5 4 (1.08%) Apache ZooKeeper
5 4 (1.08%) Virtual Machines
6 3 (0.81%) HDFS
7 2 (0.54%) Hyper-V
7 2 (0.54%) VMware NSX
8 1 (0.27%) Ceph
8 1 (0.27%) GlusterFS
8 1 (0.27%) Lustre
8 1 (0.27%) NFS
8 1 (0.27%) Samba
8 1 (0.27%) Shibboleth
Systems Management
1 79 (21.35%) Kubernetes
2 37 (10.00%) Terraform
3 24 (6.49%) Ansible
4 14 (3.78%) Prometheus
5 13 (3.51%) Puppet
6 7 (1.89%) Grafana
7 5 (1.35%) Consul
7 5 (1.35%) Docker Swarm
7 5 (1.35%) Graphite
7 5 (1.35%) Packer
7 5 (1.35%) Rancher
8 4 (1.08%) Opscode Chef
9 3 (0.81%) FortiGate
9 3 (0.81%) Istio
10 2 (0.54%) Cisco CUCM
10 2 (0.54%) Cisco Prime
10 2 (0.54%) ITRS Geneos
10 2 (0.54%) Microsoft Intune
10 2 (0.54%) Nagios
10 2 (0.54%) SCCM
Vendors
1 68 (18.38%) Microsoft
2 52 (14.05%) Google
3 15 (4.05%) VMware
4 14 (3.78%) Oracle
5 10 (2.70%) SAP
6 8 (2.16%) Cisco
7 7 (1.89%) Red Hat
8 5 (1.35%) Dynatrace
8 5 (1.35%) IBM
8 5 (1.35%) SolarWinds
8 5 (1.35%) Zend
9 4 (1.08%) Cloudera
9 4 (1.08%) Salesforce.com
9 4 (1.08%) SendGrid
9 4 (1.08%) Stackify
10 3 (0.81%) Fortinet
10 3 (0.81%) Hortonworks
10 3 (0.81%) Instagram
11 2 (0.54%) ExtraHop
11 2 (0.54%) Palo Alto