Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to

The following table provides summary statistics for permanent job vacancies advertised in London with a requirement for Amazon EC2 skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Amazon EC2 over the 6 months to 23 May 2022 with a comparison to the same period in the previous 2 years.

Amazon Elastic Compute Cloud (EC2)
England > London
6 months to
23 May 2022		 Same period 2021 Same period 2020
Rank 282 211 300
Rank change year-on-year -71 +89 +1
Permanent jobs citing Amazon EC2 1,009 569 409
As % of all permanent jobs advertised in London 1.43% 1.65% 1.06%
As % of the Cloud Services category 2.80% 3.51% 2.66%
Number of salaries quoted 430 434 335
10th Percentile £42,500 £55,000 £52,500
25th Percentile £56,250 £68,750 £57,500
Median annual salary (50th Percentile) £83,000 £85,000 £70,000
Median % change year-on-year -2.35% +21.43% -3.45%
75th Percentile £97,500 £102,500 £86,250
90th Percentile £120,000 £132,500 £95,000
England median annual salary £72,500 £75,000 £65,000
% change year-on-year -3.33% +15.38% -7.14%

Amazon EC2 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 36,078 16,202 15,352
As % of all permanent IT jobs advertised in London 51.30% 47.11% 39.63%
Number of salaries quoted 16,546 12,294 12,729
10th Percentile £41,438 £42,500 £37,500
25th Percentile £53,750 £53,750 £50,000
Median annual salary (50th Percentile) £72,500 £70,000 £69,000
Median % change year-on-year +3.57% +1.45% +6.15%
75th Percentile £93,750 £87,500 £87,500
90th Percentile £112,500 £105,000 £105,000
England median annual salary £60,995 £59,000 £57,500
% change year-on-year +3.38% +2.61% +4.55%

Amazon EC2
Job Vacancy Trend in London

Job postings citing Amazon EC2 as a proportion of all IT jobs advertised in London.

Job vacancy trend for Amazon EC2 in London

Amazon EC2
Salary Trend in London

3-month moving average salary quoted in jobs citing Amazon EC2 in London.

Salary trend for Amazon EC2 in London

Amazon EC2
Salary Histogram in London

Salary distribution for jobs citing Amazon EC2 in London over the 6 months to 23 May 2022.

Salary histogram for Amazon EC2 in London

Amazon EC2
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Amazon EC2 within the London region over the 6 months to 23 May 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
Jobs
Central London -57 52 £90,000 +16.13% 13
South London -53 10 £80,000 +10.34%
East London -53 5 £80,000 +6.67% 3
Amazon EC2
England

For the 6 months to 23 May 2022, IT jobs citing Amazon EC2 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 Amazon EC2.

1 992 (98.32%) AWS
2 552 (54.71%) Amazon S3
3 526 (52.13%) Docker
4 522 (51.73%) Agile
5 479 (47.47%) DevOps
6 466 (46.18%) Serverless
7 462 (45.79%) Python
8 452 (44.80%) Amazon RDS
9 416 (41.23%) Kubernetes
10 408 (40.44%) Java
11 404 (40.04%) AWS Lambda
12 393 (38.95%) Terraform
13 366 (36.27%) Git (software)
14 364 (36.08%) CI/CD
15 345 (34.19%) Software Engineering
16 344 (34.09%) JavaScript
17 334 (33.10%) Microservices
18 306 (30.33%) Finance
19 292 (28.94%) Linux
20 269 (26.66%) Jenkins
21 261 (25.87%) React
22 233 (23.09%) SQL
23 215 (21.31%) PostgreSQL
23 215 (21.31%) Infrastructure as Code
23 215 (21.31%) Amazon ECS
24 202 (20.02%) Problem-Solving
25 201 (19.92%) MySQL
26 198 (19.62%) Azure
27 197 (19.52%) Amazon SQS
28 196 (19.43%) Bash

Amazon EC2
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
1 138 (13.68%) Elasticsearch
2 61 (6.05%) Apache Spark
3 55 (5.45%) Apache
4 42 (4.16%) Tomcat
5 36 (3.57%) Cloud Foundry
5 36 (3.57%) Confluence
6 34 (3.37%) Apache Airflow
7 32 (3.17%) CMS
8 27 (2.68%) Jupyter
9 24 (2.38%) Camunda
9 24 (2.38%) Oracle Workflow
10 16 (1.59%) Luigi
11 10 (0.99%) nginx
12 9 (0.89%) IIS
13 6 (0.59%) Adobe Experience Manager
13 6 (0.59%) Drupal
13 6 (0.59%) OpenStack
14 5 (0.50%) Jetty
15 4 (0.40%) WordPress
16 1 (0.099%) WebLogic
Applications
1 20 (1.98%) Microsoft Excel
1 20 (1.98%) Microsoft PowerPoint
1 20 (1.98%) MS Visio
2 10 (0.99%) Microsoft Office
Business Applications
1 24 (2.38%) Oracle BPM
Cloud Services
1 992 (98.32%) AWS
2 552 (54.71%) Amazon S3
3 466 (46.18%) Serverless
4 404 (40.04%) AWS Lambda
5 215 (21.31%) Amazon ECS
6 198 (19.62%) Azure
7 197 (19.52%) Amazon SQS
8 183 (18.14%) GCP
9 167 (16.55%) Virtual Private Cloud
10 163 (16.15%) Amazon EKS
11 161 (15.96%) AWS CloudFormation
12 155 (15.36%) Amazon CloudWatch
13 147 (14.57%) Route 53
14 131 (12.98%) CloudFront
15 127 (12.59%) GitHub
16 111 (11.00%) SaaS
17 84 (8.33%) Cloud Computing
18 75 (7.43%) AWS Fargate
19 66 (6.54%) Amazon ElastiCache
19 66 (6.54%) Amazon ELB
Communications & Networking
1 86 (8.52%) DNS
2 55 (5.45%) VPN
3 48 (4.76%) HTTP
4 38 (3.77%) Firewall
5 32 (3.17%) SSL
6 30 (2.97%) DHCP
7 27 (2.68%) Internet
8 26 (2.58%) HTTPS
9 22 (2.18%) TCP/IP
10 18 (1.78%) Network Security
11 14 (1.39%) VLAN
12 12 (1.19%) DSL
13 11 (1.09%) IPv6
14 10 (0.99%) IPsec
14 10 (0.99%) Reverse Proxy
15 9 (0.89%) BGP
15 9 (0.89%) FTP
15 9 (0.89%) RIP
15 9 (0.89%) SMTP
15 9 (0.89%) SNMP
Database & Business Intelligence
1 452 (44.80%) Amazon RDS
2 215 (21.31%) PostgreSQL
3 201 (19.92%) MySQL
4 143 (14.17%) Redis
5 100 (9.91%) Amazon DynamoDB
6 99 (9.81%) MongoDB
7 98 (9.71%) Relational Database
8 94 (9.32%) Amazon Redshift
9 60 (5.95%) SQL Server
10 52 (5.15%) NoSQL
10 52 (5.15%) RDBMS
11 49 (4.86%) Amazon Aurora
11 49 (4.86%) BigQuery
12 47 (4.66%) Big Data
13 41 (4.06%) MariaDB
14 39 (3.87%) Tableau
15 33 (3.27%) Data Warehouse
16 31 (3.07%) Power BI
17 26 (2.58%) Electronic Patient Records
18 18 (1.78%) Hadoop
Development Applications
1 366 (36.27%) Git (software)
2 269 (26.66%) Jenkins
3 133 (13.18%) JIRA
4 83 (8.23%) Bitbucket
5 62 (6.14%) Gradle
6 59 (5.85%) Maven
7 55 (5.45%) GitLab
8 45 (4.46%) Liquibase
9 41 (4.06%) CircleCI
10 39 (3.87%) Artifactory
11 38 (3.77%) Atlassian Bamboo
12 35 (3.47%) SonarQube
13 33 (3.27%) JUnit
14 23 (2.28%) Travis CI
15 22 (2.18%) Selenium
16 18 (1.78%) Cypress.io
16 18 (1.78%) Spinnaker
16 18 (1.78%) Team Foundation Server
17 16 (1.59%) TeamCity
17 16 (1.59%) webpack
General
1 306 (30.33%) Finance
2 135 (13.38%) Social Skills
3 105 (10.41%) Analytical Skills
4 93 (9.22%) Banking
5 45 (4.46%) Front Office
6 43 (4.26%) Games
7 42 (4.16%) Legal
8 33 (3.27%) Retail
9 28 (2.78%) Presentation Skills
10 27 (2.68%) Manufacturing
11 25 (2.48%) Marketing
12 24 (2.38%) Public Sector
13 22 (2.18%) Financial Institution
14 20 (1.98%) Local Government
15 16 (1.59%) Digital Economy
16 15 (1.49%) Inclusion and Diversity
17 13 (1.29%) Advertising
17 13 (1.29%) Automotive
17 13 (1.29%) Law
18 8 (0.79%) Back Office
Job Titles
1 256 (25.37%) DevOps Engineer
2 247 (24.48%) Developer
3 183 (18.14%) AWS Engineer
4 171 (16.95%) Software Engineer
5 114 (11.30%) Java Engineer
6 98 (9.71%) Cloud Engineer
7 94 (9.32%) AWS DevOps
8 83 (8.23%) Site Reliability Engineer
9 80 (7.93%) AWS DevOps Engineer
10 75 (7.43%) AWS Developer
10 75 (7.43%) Java Developer
11 71 (7.04%) Full Stack Developer
12 68 (6.74%) Senior Software Engineer
13 66 (6.54%) Infrastructure Engineer
14 59 (5.85%) Site Engineer
15 54 (5.35%) AWS Software Engineer
15 54 (5.35%) Developer/Software Engineer
15 54 (5.35%) Senior Developer
16 52 (5.15%) Senior DevOps
17 50 (4.96%) React Developer
Libraries, Frameworks & Software Standards
1 261 (25.87%) React
2 196 (19.43%) AngularJS
3 156 (15.46%) Node.js
4 131 (12.98%) CSS
5 126 (12.49%) Spring
6 125 (12.39%) REST
7 113 (11.20%) HTML
8 103 (10.21%) Kafka
9 95 (9.42%) .NET
10 86 (8.52%) Spring Boot
11 81 (8.03%) Vue.js
12 69 (6.84%) Hibernate
12 69 (6.84%) React Native
13 68 (6.74%) Elastic Stack
14 66 (6.54%) GraphQL
15 57 (5.65%) RESTful
16 41 (4.06%) LAMP
16 41 (4.06%) Sass
17 39 (3.87%) Django
17 39 (3.87%) WebSockets
Miscellaneous
1 104 (10.31%) User Experience
2 73 (7.23%) Hedge funds
3 58 (5.75%) Public Cloud
4 53 (5.25%) NHS
5 44 (4.36%) Greenfield Project
6 36 (3.57%) Digital Media
7 32 (3.17%) Cloud Native
7 32 (3.17%) Management Information System
8 28 (2.78%) Algorithms
9 27 (2.68%) Data Centre
10 26 (2.58%) Mobile App
11 23 (2.28%) Fixed Income
12 22 (2.18%) Linux Command Line
13 21 (2.08%) Legacy Systems
14 20 (1.98%) Blog
14 20 (1.98%) Data Structures
15 19 (1.88%) Foreign Exchange (FX)
15 19 (1.88%) Self-Motivation
16 18 (1.78%) Equities
17 14 (1.39%) Derivative
Operating Systems
1 292 (28.94%) Linux
2 84 (8.33%) Windows
3 70 (6.94%) Unix
4 39 (3.87%) Ubuntu
5 36 (3.57%) Windows Server
6 35 (3.47%) CentOS
7 30 (2.97%) Android
8 29 (2.87%) Apple iOS
9 11 (1.09%) Amazon Linux
10 10 (0.99%) Alpine Linux
11 6 (0.59%) Debian
11 6 (0.59%) OpenWrt
12 4 (0.40%) Red Hat Enterprise Linux
13 3 (0.30%) HPUX
13 3 (0.30%) VMS
13 3 (0.30%) Windows Server 2012
13 3 (0.30%) Windows Server 2016
14 1 (0.099%) Solaris
14 1 (0.099%) Windows 10
Processes & Methodologies
1 522 (51.73%) Agile
2 479 (47.47%) DevOps
3 364 (36.08%) CI/CD
4 345 (34.19%) Software Engineering
5 334 (33.10%) Microservices
6 215 (21.31%) Infrastructure as Code
7 202 (20.02%) Problem-Solving
8 175 (17.34%) Full Stack Development
9 148 (14.67%) Scrum
10 137 (13.58%) Analytics
11 135 (13.38%) Continuous Integration
12 131 (12.98%) Site Reliability Engineering
13 127 (12.59%) TDD
14 114 (11.30%) Test Automation
15 111 (11.00%) Mentoring
16 110 (10.90%) Decision-Making
16 110 (10.90%) OO
17 108 (10.70%) Open Source
18 105 (10.41%) Computer Science
18 105 (10.41%) Kanban
Programming Languages
1 462 (45.79%) Python
2 408 (40.44%) Java
3 344 (34.09%) JavaScript
4 233 (23.09%) SQL
5 196 (19.43%) Bash
6 182 (18.04%) TypeScript
7 122 (12.09%) PHP
8 120 (11.89%) Go
9 109 (10.80%) Ruby
10 72 (7.14%) C#
11 71 (7.04%) Scala
12 46 (4.56%) PowerShell
13 41 (4.06%) ES6
14 39 (3.87%) Shell Script
15 32 (3.17%) Kotlin
16 24 (2.38%) Groovy
17 17 (1.68%) C
17 17 (1.68%) Perl
18 12 (1.19%) R
19 11 (1.09%) T-SQL
Qualifications
1 139 (13.78%) Degree
2 54 (5.35%) Computer Science Degree
3 30 (2.97%) AWS Certification
4 22 (2.18%) Master's Degree
5 18 (1.78%) Numerate Degree
5 18 (1.78%) Security Cleared
6 10 (0.99%) DBS Check
7 9 (0.89%) SC Cleared
8 8 (0.79%) ITIL Certification
9 5 (0.50%) Cisco Certification
9 5 (0.50%) RHCE
10 4 (0.40%) CCNP
10 4 (0.40%) MCSE
10 4 (0.40%) Microsoft Certification
10 4 (0.40%) OCPJP
10 4 (0.40%) Oracle Certification
10 4 (0.40%) Sun Certification
11 2 (0.20%) CFA
12 1 (0.099%) ISTQB
12 1 (0.099%) MCITP
Quality Assurance & Compliance
1 81 (8.03%) QA
2 34 (3.37%) IEC 62304
2 34 (3.37%) ISO 13485
3 24 (2.38%) ISO/IEC 27001
4 17 (1.68%) Data Quality
5 16 (1.59%) GDPR
6 11 (1.09%) Accessibility
7 10 (0.99%) HIPAA
8 9 (0.89%) PCI DSS
9 6 (0.59%) GxP
10 4 (0.40%) SLA
11 2 (0.20%) PMO
12 1 (0.099%) NCSC
12 1 (0.099%) Solvency II
System Software
1 526 (52.13%) Docker
2 22 (2.18%) Active Directory
3 13 (1.29%) iptables
3 13 (1.29%) VMware Infrastructure
4 6 (0.59%) Varnish
5 5 (0.50%) Postfix
6 3 (0.30%) LXC
7 2 (0.20%) VirtualBox
8 1 (0.099%) DRBD
8 1 (0.099%) Hyper-V
8 1 (0.099%) KVM
8 1 (0.099%) OpenDJ
8 1 (0.099%) Virtual Machines
8 1 (0.099%) XenApp
Systems Management
1 416 (41.23%) Kubernetes
2 393 (38.95%) Terraform
3 188 (18.63%) Ansible
4 88 (8.72%) Grafana
5 74 (7.33%) Prometheus
6 68 (6.74%) Puppet
7 55 (5.45%) Istio
8 24 (2.38%) Graylog
8 24 (2.38%) Nagios
8 24 (2.38%) Packer
9 23 (2.28%) Docker Swarm
10 22 (2.18%) Graphite
10 22 (2.18%) Opscode Chef
11 12 (1.19%) Failover Clustering
11 12 (1.19%) StatsD
11 12 (1.19%) ZABBIX
12 11 (1.09%) Icinga
12 11 (1.09%) Kibana
13 9 (0.89%) Opsgenie
14 5 (0.50%) Mesos
Vendors
1 70 (6.94%) Splunk
2 61 (6.05%) Google
3 60 (5.95%) Microsoft
4 53 (5.25%) Oracle
5 42 (4.16%) AppDynamics
6 34 (3.37%) BT
7 33 (3.27%) Red Hat
8 32 (3.17%) New Relic
9 29 (2.87%) ServiceNow
10 24 (2.38%) Confluent
11 21 (2.08%) Apple
11 21 (2.08%) Siemens
12 20 (1.98%) Stackify
13 19 (1.88%) VMware
14 15 (1.49%) PagerDuty
15 11 (1.09%) SendGrid
15 11 (1.09%) SolarWinds
15 11 (1.09%) Zend
16 9 (0.89%) Samsung
17 8 (0.79%) Salesforce.com