Period
to 17 May 2021

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

Amazon AWS Elastic Compute Cloud (EC2)
England > London
6 months to
17 May 2021
Same period 2020 Same period 2019
Rank 211 300 308
Rank change year-on-year +89 +8 +46
Permanent jobs citing Amazon EC2 538 418 655
As % of all permanent jobs advertised in London 1.60% 1.04% 1.11%
As % of the Cloud Services category 3.45% 2.66% 3.49%
Number of salaries quoted 416 340 563
10th Percentile £55,000 £52,500 £47,500
25th Percentile £68,750 £57,500 £57,500
Median annual salary (50th Percentile) £85,000 £70,000 £72,500
Median % change year-on-year +21.43% -3.45% +7.41%
75th Percentile £102,500 £86,250 £90,000
90th Percentile £132,500 £95,250 £105,000
England median annual salary £75,000 £65,000 £70,000
% change year-on-year +15.38% -7.14% +7.69%

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 15,582 15,737 18,787
As % of all permanent IT jobs advertised in London 46.43% 39.31% 31.84%
Number of salaries quoted 11,986 13,037 15,619
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 £58,497 £57,500 £55,000
% change year-on-year +1.73% +4.55% +4.76%

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 17 May 2021.

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 17 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 +24 75 £77,500 +10.71% 27
South London -20 15 £72,500 -3.33% 2
West London +23 5 £85,000 +21.43% 8
East London - 1 £75,000 - 4
Amazon EC2
England

For the 6 months to 17 May 2021, 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.

1 517 (96.10%) AWS
2 310 (57.62%) Python
3 305 (56.69%) Amazon S3
4 292 (54.28%) AWS Lambda
5 291 (54.09%) Serverless
6 282 (52.42%) Agile Software Development
7 242 (44.98%) Java
8 227 (42.19%) SQL
9 216 (40.15%) Amazon RDS
10 212 (39.41%) DevOps
11 191 (35.50%) Finance
12 187 (34.76%) PostgreSQL
13 180 (33.46%) Microservices
14 163 (30.30%) Software Engineering
14 163 (30.30%) Web Services
15 153 (28.44%) Docker
16 148 (27.51%) Amazon ECS
17 145 (26.95%) JavaScript
18 139 (25.84%) MySQL
19 130 (24.16%) Git (software)
20 128 (23.79%) Jenkins
21 118 (21.93%) Linux
21 118 (21.93%) Kubernetes
22 113 (21.00%) Terraform
23 106 (19.70%) Hedge funds
24 104 (19.33%) Amazon DynamoDB
24 104 (19.33%) Relational Database
25 103 (19.14%) Virtual Private Cloud
25 103 (19.14%) Asset Management
26 100 (18.59%) React

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 62 (11.52%) Elasticsearch
2 55 (10.22%) Apache
3 26 (4.83%) Confluence
4 25 (4.65%) Apache Spark
5 18 (3.35%) Apache Airflow
6 15 (2.79%) Cloud Foundry
7 14 (2.60%) nginx
8 12 (2.23%) IIS
8 12 (2.23%) Luigi
9 7 (1.30%) WordPress
10 4 (0.74%) Jetty
10 4 (0.74%) OpenStack
10 4 (0.74%) Oracle Workflow
11 3 (0.56%) Adobe Experience Manager
12 2 (0.37%) Gunicorn
12 2 (0.37%) Tomcat
13 1 (0.19%) Apache Solr
13 1 (0.19%) Drupal
13 1 (0.19%) Red Hat Fuse
13 1 (0.19%) WebSphere
Applications
1 1 (0.19%) Spreadsheet
Business Applications
1 6 (1.12%) Shopify
Cloud Services
1 517 (96.10%) AWS
2 305 (56.69%) Amazon S3
3 292 (54.28%) AWS Lambda
4 291 (54.09%) Serverless
5 148 (27.51%) Amazon ECS
6 103 (19.14%) Virtual Private Cloud
7 97 (18.03%) AWS CloudFormation
8 93 (17.29%) Amazon SQS
9 70 (13.01%) Amazon CloudWatch
10 65 (12.08%) Amazon ELB
11 63 (11.71%) Route 53
12 55 (10.22%) Azure
12 55 (10.22%) CloudFront
13 50 (9.29%) GitHub
13 50 (9.29%) SaaS
14 48 (8.92%) GCP
15 37 (6.88%) Amazon EKS
16 29 (5.39%) AWS CloudTrail
17 26 (4.83%) AWS Fargate
18 23 (4.28%) IaaS
Communications & Networking
1 36 (6.69%) DNS
2 17 (3.16%) HTTP
3 13 (2.42%) Internet
4 11 (2.04%) DHCP
4 11 (2.04%) Firewall
4 11 (2.04%) Network Security
4 11 (2.04%) VPN
5 10 (1.86%) TCP/IP
6 9 (1.67%) SSL
7 8 (1.49%) Broadband
8 7 (1.30%) SSH
8 7 (1.30%) VLAN
9 4 (0.74%) SMTP
10 3 (0.56%) BGP
10 3 (0.56%) FTP
10 3 (0.56%) HTTPS
10 3 (0.56%) IPsec
10 3 (0.56%) IPv6
10 3 (0.56%) OpenVPN
10 3 (0.56%) SNMP
Database & Business Intelligence
1 216 (40.15%) Amazon RDS
2 187 (34.76%) PostgreSQL
3 139 (25.84%) MySQL
4 104 (19.33%) Amazon DynamoDB
4 104 (19.33%) Relational Database
5 91 (16.91%) SQL Server
6 83 (15.43%) Amazon Aurora
7 72 (13.38%) RDBMS
8 54 (10.04%) Amazon Redshift
9 44 (8.18%) Data Warehouse
9 44 (8.18%) NoSQL
10 35 (6.51%) Big Data
11 34 (6.32%) Apache Ignite
12 32 (5.95%) Redis
13 28 (5.20%) BigQuery
14 21 (3.90%) MongoDB
15 19 (3.53%) MariaDB
16 18 (3.35%) Hadoop
17 12 (2.23%) Apache Cassandra
18 11 (2.04%) Data Lake
Development Applications
1 130 (24.16%) Git (software)
2 128 (23.79%) Jenkins
3 65 (12.08%) JIRA
4 29 (5.39%) GitLab
4 29 (5.39%) Maven
5 26 (4.83%) SonarQube
6 22 (4.09%) Bitbucket
7 19 (3.53%) TeamCity
8 16 (2.97%) JUnit
9 15 (2.79%) Selenium
10 14 (2.60%) Cucumber
11 13 (2.42%) Cypress.io
12 12 (2.23%) Mockito
13 11 (2.04%) CircleCI
14 9 (1.67%) Atlassian Bamboo
15 8 (1.49%) DbUnit
15 8 (1.49%) jMock
16 7 (1.30%) PHPUnit
17 6 (1.12%) Gradle
17 6 (1.12%) Vagrant
General
1 191 (35.50%) Finance
2 84 (15.61%) Banking
3 45 (8.36%) Social Skills
4 34 (6.32%) Front Office
5 32 (5.95%) Marketing
6 31 (5.76%) Public Sector
7 23 (4.28%) Presentation Skills
8 21 (3.90%) Legal
9 20 (3.72%) Retail
10 18 (3.35%) Games
11 17 (3.16%) Analytical Skills
12 15 (2.79%) Local Government
13 11 (2.04%) Advertising
13 11 (2.04%) Law
14 8 (1.49%) Financial Institution
15 7 (1.30%) Publishing
16 5 (0.93%) Back Office
17 4 (0.74%) Investment Banking
18 3 (0.56%) Telecoms
19 1 (0.19%) General Ledger
Job Titles
1 222 (41.26%) Developer
2 137 (25.46%) Software Engineer
3 129 (23.98%) AWS Engineer
4 102 (18.96%) Developer/Software Engineer
5 94 (17.47%) DevOps Engineer
6 82 (15.24%) Python Developer
6 82 (15.24%) Python Engineer
7 73 (13.57%) AWS Developer
8 70 (13.01%) AWS Software Engineer
9 69 (12.83%) Python Software Engineer
10 68 (12.64%) Programmer
10 68 (12.64%) Software Programmer
11 67 (12.45%) Java Developer
12 52 (9.67%) Data Engineer
13 44 (8.18%) JavaScript Developer
14 43 (7.99%) AWS DevOps
15 40 (7.43%) Senior Developer
16 38 (7.06%) Full Stack Developer
17 37 (6.88%) AWS DevOps Engineer
18 36 (6.69%) Java Engineer
Libraries, Frameworks & Software Standards
1 163 (30.30%) Web Services
2 100 (18.59%) React
3 87 (16.17%) AngularJS
4 77 (14.31%) gRPC
5 72 (13.38%) Node.js
6 66 (12.27%) .NET
7 64 (11.90%) CSS
8 59 (10.97%) REST
9 52 (9.67%) HTML
10 47 (8.74%) Kafka
11 45 (8.36%) RESTful
11 45 (8.36%) Spring
11 45 (8.36%) Vue.js
12 35 (6.51%) J2EE
13 32 (5.95%) Ruby on Rails
14 26 (4.83%) Elastic Stack
15 24 (4.46%) .NET Core
15 24 (4.46%) HTML5
16 19 (3.53%) React Native
16 19 (3.53%) Spring Cloud
Miscellaneous
1 106 (19.70%) Hedge funds
2 68 (12.64%) Pricing Data
3 36 (6.69%) Equities
4 35 (6.51%) Derivative
4 35 (6.51%) Fixed Income
5 34 (6.32%) Foreign Exchange (FX)
6 28 (5.20%) User Experience
7 20 (3.72%) Mobile App
7 20 (3.72%) Self-Motivation
8 15 (2.79%) Blog
9 11 (2.04%) Cloud Native
9 11 (2.04%) Data Centre
9 11 (2.04%) Data Structures
9 11 (2.04%) Management Information System
10 6 (1.12%) Algorithms
10 6 (1.12%) Distributed Denial-of-Service
10 6 (1.12%) Greenfield Project
10 6 (1.12%) NHS
11 5 (0.93%) Clustering
11 5 (0.93%) Online Games
Operating Systems
1 118 (21.93%) Linux
2 45 (8.36%) Windows
3 38 (7.06%) Unix
4 21 (3.90%) CentOS
5 20 (3.72%) Android
6 19 (3.53%) Windows Server
7 17 (3.16%) Apple iOS
7 17 (3.16%) Red Hat Enterprise Linux
8 14 (2.60%) Ubuntu
9 7 (1.30%) VMS
10 6 (1.12%) Debian
11 3 (0.56%) Windows Server 2012
12 2 (0.37%) Mac OS X
12 2 (0.37%) Windows 10
12 2 (0.37%) Windows Server 2019
13 1 (0.19%) Fedora
13 1 (0.19%) Solaris
Processes & Methodologies
1 282 (52.42%) Agile Software Development
2 212 (39.41%) DevOps
3 180 (33.46%) Microservices
4 163 (30.30%) Software Engineering
5 103 (19.14%) Asset Management
6 77 (14.31%) Data Management
7 75 (13.94%) Investment Management
8 69 (12.83%) Fintech
8 69 (12.83%) Project Delivery
9 68 (12.64%) Enterprise Data Management
10 67 (12.45%) Infrastructure as Code
11 63 (11.71%) TDD
12 59 (10.97%) Problem-Solving
13 57 (10.59%) OO
14 56 (10.41%) Continuous Integration
15 55 (10.22%) Scrum
16 49 (9.11%) Computer Science
17 48 (8.92%) Data Science
18 42 (7.81%) Configuration Management
19 41 (7.62%) Analytics
Programming Languages
1 310 (57.62%) Python
2 242 (44.98%) Java
3 227 (42.19%) SQL
4 145 (26.95%) JavaScript
5 91 (16.91%) TypeScript
6 80 (14.87%) Scala
7 76 (14.13%) C#
8 49 (9.11%) Ruby
9 43 (7.99%) Bash Shell
10 41 (7.62%) PHP
11 40 (7.43%) PowerShell
12 39 (7.25%) Clojure
13 38 (7.06%) Kotlin
14 31 (5.76%) Go
15 28 (5.20%) ES6
16 24 (4.46%) Java 8
17 15 (2.79%) C++
18 9 (1.67%) VB.NET
19 5 (0.93%) R
20 4 (0.74%) Google Apps Script
Qualifications
1 59 (10.97%) Degree
2 28 (5.20%) Computer Science Degree
3 13 (2.42%) Numerate Degree
4 11 (2.04%) AWS Certification
5 10 (1.86%) Security Cleared
6 9 (1.67%) SC Cleared
7 3 (0.56%) CISSP
8 2 (0.37%) Master's Degree
9 1 (0.19%) (ISC)2 CCSP
9 1 (0.19%) CCSP
9 1 (0.19%) CISA
9 1 (0.19%) Cisco Certification
9 1 (0.19%) CISM
9 1 (0.19%) DBS Check
9 1 (0.19%) FFIEC
9 1 (0.19%) ITIL Certification
9 1 (0.19%) MCSA
9 1 (0.19%) Microsoft Certification
Quality Assurance & Compliance
1 27 (5.02%) QA
2 9 (1.67%) ISO/IEC 27001
3 5 (0.93%) PCI DSS
4 4 (0.74%) ISO 13485
4 4 (0.74%) SLA
5 3 (0.56%) IEC 62304
6 2 (0.37%) GDPR
6 2 (0.37%) NIST
6 2 (0.37%) PMO
7 1 (0.19%) GLBA
7 1 (0.19%) HIPAA
7 1 (0.19%) SOC 2
System Software
1 153 (28.44%) Docker
2 26 (4.83%) Active Directory
3 8 (1.49%) iptables
4 6 (1.12%) Postfix
5 5 (0.93%) VMware Infrastructure
6 4 (0.74%) Ceph
7 2 (0.37%) Varnish
7 2 (0.37%) vSphere
8 1 (0.19%) Virtual Machines
8 1 (0.19%) VMware ESXi
Systems Management
1 118 (21.93%) Kubernetes
2 113 (21.00%) Terraform
3 69 (12.83%) Ansible
4 39 (7.25%) Puppet
5 25 (4.65%) Opscode Chef
6 23 (4.28%) Grafana
7 13 (2.42%) Failover Clustering
7 13 (2.42%) Prometheus
8 10 (1.86%) Nagios
9 7 (1.30%) Galera Cluster
10 6 (1.12%) Packer
11 5 (0.93%) Graylog
11 5 (0.93%) Opsgenie
11 5 (0.93%) ZABBIX
12 4 (0.74%) Graphite
13 3 (0.56%) Icinga
13 3 (0.56%) Kibana
14 2 (0.37%) logstash
15 1 (0.19%) Mesos
15 1 (0.19%) Microsoft Intune
Vendors
1 80 (14.87%) Oracle
2 68 (12.64%) Sybase
3 33 (6.13%) Google
4 32 (5.95%) Microsoft
5 11 (2.04%) Splunk
5 11 (2.04%) Talend
6 10 (1.86%) Atlassian
6 10 (1.86%) Stackify
7 9 (1.67%) Red Hat
8 8 (1.49%) VMware
9 7 (1.30%) Percona
10 6 (1.12%) New Relic
11 5 (0.93%) Guidewire
12 4 (0.74%) Adobe
12 4 (0.74%) Birst
12 4 (0.74%) IBM
12 4 (0.74%) Sage
12 4 (0.74%) Salesforce.com
12 4 (0.74%) SendGrid
12 4 (0.74%) Zend