Period
to 30 November 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 30 November 2021 with a comparison to the same period in the previous 2 years.

Amazon AWS Elastic Compute Cloud (EC2)
England > London
6 months to
30 Nov 2021
Same period 2020 Same period 2019
Rank 233 210 282
Rank change year-on-year -23 +72 +105
Permanent jobs citing Amazon EC2 814 339 632
As % of all permanent jobs advertised in London 1.57% 1.57% 1.17%
As % of the Cloud Services category 3.29% 3.50% 3.13%
Number of salaries quoted 594 307 513
10th Percentile £52,500 £51,500 £47,500
25th Percentile £71,250 £67,500 £60,000
Median annual salary (50th Percentile) £90,000 £80,000 £75,000
Median % change year-on-year +12.50% +6.67% +7.14%
75th Percentile £115,000 £121,250 £92,500
90th Percentile £132,500 £132,500 £118,750
England median annual salary £80,000 £72,500 £67,500
% change year-on-year +10.34% +7.41% +3.85%

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 24,735 9,687 20,162
As % of all permanent IT jobs advertised in London 47.85% 44.74% 37.40%
Number of salaries quoted 16,518 8,331 16,731
10th Percentile £41,250 £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% -
75th Percentile £92,500 £86,250 £85,000
90th Percentile £110,000 £105,000 £100,000
England median annual salary £60,000 £57,500 £55,000
% change year-on-year +4.35% +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 30 November 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 30 November 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 -23 74 £80,000 +10.34% 23
South London -9 30 £75,000 +7.14% 3
East London -28 3 £92,500 +23.33% 5
West London -80 2 - - 4
North London -17 1 £85,000 +126.67%
Amazon EC2
England

For the 6 months to 30 November 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.

1 778 (95.58%) AWS
2 520 (63.88%) Python
3 500 (61.43%) Serverless
4 489 (60.07%) AWS Lambda
5 479 (58.85%) Agile Software Development
6 403 (49.51%) Java
7 401 (49.26%) Amazon S3
8 379 (46.56%) Software Engineering
9 364 (44.72%) SQL
10 350 (43.00%) Web Services
11 345 (42.38%) Finance
12 274 (33.66%) DevOps
13 265 (32.56%) Amazon RDS
14 260 (31.94%) Microservices
15 252 (30.96%) Asset Management
16 226 (27.76%) Hedge funds
17 219 (26.90%) Terraform
18 217 (26.66%) JavaScript
19 207 (25.43%) React
20 206 (25.31%) Amazon ECS
21 200 (24.57%) Docker
22 198 (24.32%) Linux
23 189 (23.22%) Full Stack Development
24 182 (22.36%) Test Automation
25 181 (22.24%) Git (software)
26 176 (21.62%) Amazon Aurora
27 173 (21.25%) AWS CloudFormation
28 171 (21.01%) Data Science
29 166 (20.39%) Amazon Athena
29 166 (20.39%) TypeScript

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
1 152 (18.67%) Apache
2 66 (8.11%) Elasticsearch
3 31 (3.81%) Apache Spark
4 30 (3.69%) Confluence
5 29 (3.56%) IIS
6 16 (1.97%) Apache Airflow
6 16 (1.97%) nginx
7 15 (1.84%) Tomcat
8 11 (1.35%) CMS
9 10 (1.23%) Luigi
10 8 (0.98%) Magnolia
11 6 (0.74%) Cloud Foundry
11 6 (0.74%) Drupal
11 6 (0.74%) WordPress
12 3 (0.37%) JBoss
12 3 (0.37%) Oracle SOA Suite
13 2 (0.25%) concrete5
13 2 (0.25%) Oracle Application Server
13 2 (0.25%) SAS
13 2 (0.25%) WebLogic
Applications
1 10 (1.23%) Spreadsheet
2 4 (0.49%) Microsoft Excel
2 4 (0.49%) Microsoft PowerPoint
3 3 (0.37%) Microsoft Office
3 3 (0.37%) MS Visio
Business Applications
1 1 (0.12%) FINCAD Analytics
Cloud Services
1 778 (95.58%) AWS
2 500 (61.43%) Serverless
3 489 (60.07%) AWS Lambda
4 401 (49.26%) Amazon S3
5 206 (25.31%) Amazon ECS
6 173 (21.25%) AWS CloudFormation
7 113 (13.88%) Azure
8 111 (13.64%) Virtual Private Cloud
9 107 (13.14%) Amazon SQS
10 94 (11.55%) Amazon CloudWatch
11 64 (7.86%) Route 53
12 63 (7.74%) SaaS
13 61 (7.49%) Amazon ELB
14 57 (7.00%) GCP
15 52 (6.39%) Amazon Kinesis
15 52 (6.39%) CloudFront
16 46 (5.65%) GitHub
17 45 (5.53%) Amazon EKS
18 42 (5.16%) IaaS
19 29 (3.56%) Amazon EMR
Communications & Networking
1 68 (8.35%) HTTP
2 60 (7.37%) DNS
3 32 (3.93%) Firewall
4 25 (3.07%) SSL
5 23 (2.83%) VPN
6 20 (2.46%) IPv6
7 18 (2.21%) Broadband
7 18 (2.21%) DHCP
8 16 (1.97%) Network Security
9 13 (1.60%) BGP
9 13 (1.60%) IPsec
9 13 (1.60%) SNMP
10 12 (1.47%) HTTPS
10 12 (1.47%) SSH
10 12 (1.47%) TCP/IP
11 10 (1.23%) Internet
12 9 (1.11%) OSPF
13 8 (0.98%) LAN
13 8 (0.98%) WAN
14 7 (0.86%) RTSP
Database & Business Intelligence
1 265 (32.56%) Amazon RDS
2 176 (21.62%) Amazon Aurora
3 166 (20.39%) Amazon Athena
4 160 (19.66%) Amazon DynamoDB
5 152 (18.67%) MySQL
6 93 (11.43%) Apache Ignite
7 90 (11.06%) PostgreSQL
8 75 (9.21%) NoSQL
9 71 (8.72%) Amazon Redshift
10 68 (8.35%) SQL Server
11 57 (7.00%) Redis
12 43 (5.28%) Relational Database
13 41 (5.04%) Big Data
14 36 (4.42%) MongoDB
15 25 (3.07%) Data Warehouse
16 22 (2.70%) Hadoop
16 22 (2.70%) MariaDB
17 20 (2.46%) Data Lake
18 14 (1.72%) Apache Cassandra
19 10 (1.23%) RDBMS
Development Applications
1 181 (22.24%) Git (software)
2 101 (12.41%) JIRA
3 99 (12.16%) Jenkins
4 60 (7.37%) Bitbucket
5 52 (6.39%) GitLab
6 41 (5.04%) Maven
7 34 (4.18%) Selenium
8 30 (3.69%) Atlassian Bamboo
9 28 (3.44%) JUnit
10 22 (2.70%) Log4Net
10 22 (2.70%) NUnit
10 22 (2.70%) SpecFlow
10 22 (2.70%) webpack
11 19 (2.33%) SonarQube
12 17 (2.09%) DbUnit
12 17 (2.09%) jMock
12 17 (2.09%) Mockito
13 13 (1.60%) CircleCI
13 13 (1.60%) Cucumber
14 11 (1.35%) Serenity BDD
General
1 345 (42.38%) Finance
2 156 (19.16%) Banking
3 115 (14.13%) Front Office
4 81 (9.95%) Social Skills
5 37 (4.55%) Retail
6 29 (3.56%) Marketing
7 25 (3.07%) Games
8 22 (2.70%) Analytical Skills
9 19 (2.33%) Public Sector
10 16 (1.97%) Investment Banking
11 15 (1.84%) Telecoms
12 10 (1.23%) Legal
12 10 (1.23%) Presentation Skills
13 9 (1.11%) Publishing
14 8 (0.98%) Financial Institution
15 6 (0.74%) Organisational Skills
16 5 (0.61%) Digital Economy
16 5 (0.61%) Inclusion and Diversity
16 5 (0.61%) Local Government
17 4 (0.49%) Automotive
Job Titles
1 333 (40.91%) Developer
2 324 (39.80%) Software Engineer
3 243 (29.85%) AWS Engineer
4 200 (24.57%) Developer/Software Engineer
5 173 (21.25%) Python Engineer
6 162 (19.90%) Python Software Engineer
7 160 (19.66%) AWS Software Engineer
8 150 (18.43%) Python Developer
9 130 (15.97%) AWS Developer
10 104 (12.78%) DevOps Engineer
11 95 (11.67%) Java Developer
12 82 (10.07%) Java Engineer
13 78 (9.58%) Java Software Engineer
14 76 (9.34%) AWS DevOps
15 74 (9.09%) Data Engineer
16 58 (7.13%) AWS DevOps Engineer
17 52 (6.39%) Java Software Developer
18 41 (5.04%) Senior Developer
19 40 (4.91%) Senior Software Engineer
20 34 (4.18%) Linux Engineer
Libraries, Frameworks & Software Standards
1 350 (43.00%) Web Services
2 207 (25.43%) React
3 165 (20.27%) AngularJS
4 138 (16.95%) gRPC
5 126 (15.48%) Vue.js
6 103 (12.65%) REST
7 75 (9.21%) Kafka
8 74 (9.09%) Node.js
9 73 (8.97%) .NET
10 69 (8.48%) CSS
11 65 (7.99%) SOAP
12 61 (7.49%) HTML
13 51 (6.27%) Spring
14 44 (5.41%) RESTful
15 41 (5.04%) Elastic Stack
16 35 (4.30%) .NET Core
17 34 (4.18%) J2EE
17 34 (4.18%) RabbitMQ
18 31 (3.81%) ASP.NET Web API
19 28 (3.44%) React Native
Miscellaneous
1 226 (27.76%) Hedge funds
2 133 (16.34%) Pricing Data
3 111 (13.64%) Fixed Income
3 111 (13.64%) Foreign Exchange (FX)
4 107 (13.14%) Derivative
5 106 (13.02%) Equities
6 47 (5.77%) User Experience
7 27 (3.32%) Public Cloud
8 26 (3.19%) Mobile App
9 21 (2.58%) Enterprise Cloud
9 21 (2.58%) NHS
10 20 (2.46%) Video\Live Streaming
11 19 (2.33%) Self-Motivation
12 18 (2.21%) Data Centre
13 16 (1.97%) Data Structures
14 13 (1.60%) Clustering
14 13 (1.60%) Smartphone
15 12 (1.47%) Market Risk
16 11 (1.35%) Legacy Systems
17 10 (1.23%) Enterprise Software
Operating Systems
1 198 (24.32%) Linux
2 112 (13.76%) Windows
3 54 (6.63%) Unix
4 52 (6.39%) Windows Server
5 25 (3.07%) Android
6 21 (2.58%) CentOS
7 14 (1.72%) Red Hat Enterprise Linux
8 13 (1.60%) Apple iOS
9 11 (1.35%) Mac OS X
10 5 (0.61%) Windows Server 2019
11 4 (0.49%) VMS
12 3 (0.37%) Windows Server 2008
12 3 (0.37%) Windows Server 2016
13 2 (0.25%) Ubuntu
13 2 (0.25%) Windows NT
13 2 (0.25%) Windows Server 2003
13 2 (0.25%) Windows Server 2012
14 1 (0.12%) Alpine Linux
14 1 (0.12%) Windows 10
Processes & Methodologies
1 479 (58.85%) Agile Software Development
2 379 (46.56%) Software Engineering
3 274 (33.66%) DevOps
4 260 (31.94%) Microservices
5 252 (30.96%) Asset Management
6 189 (23.22%) Full Stack Development
7 182 (22.36%) Test Automation
8 171 (21.01%) Data Science
9 161 (19.78%) Investment Management
10 149 (18.30%) Data Management
11 144 (17.69%) Artificial Intelligence
12 143 (17.57%) Project Delivery
13 134 (16.46%) Enterprise Data Management
14 107 (13.14%) Analytics
15 98 (12.04%) TDD
16 95 (11.67%) Scrum
17 90 (11.06%) Infrastructure as Code
18 88 (10.81%) Continuous Integration
19 74 (9.09%) Problem-Solving
20 73 (8.97%) BDD
Programming Languages
1 520 (63.88%) Python
2 403 (49.51%) Java
3 364 (44.72%) SQL
4 217 (26.66%) JavaScript
5 166 (20.39%) TypeScript
6 139 (17.08%) Scala
7 122 (14.99%) Kotlin
8 100 (12.29%) Clojure
9 78 (9.58%) C#
10 73 (8.97%) PowerShell
11 61 (7.49%) Bash Shell
12 53 (6.51%) PHP
13 45 (5.53%) Go
14 32 (3.93%) Groovy
15 26 (3.19%) Perl
16 23 (2.83%) Ruby
17 15 (1.84%) R
18 12 (1.47%) Java 11
19 7 (0.86%) ES6
20 6 (0.74%) Shell Script
Qualifications
1 76 (9.34%) Degree
2 36 (4.42%) AWS Certification
3 30 (3.69%) Security Cleared
4 28 (3.44%) SC Cleared
5 10 (1.23%) Computer Science Degree
5 10 (1.23%) Master's Degree
6 9 (1.11%) Cisco Certification
7 7 (0.86%) (ISC)2 CCSP
7 7 (0.86%) CISSP
8 4 (0.49%) DBS Check
9 3 (0.37%) MCSE
9 3 (0.37%) Microsoft Certification
10 2 (0.25%) CCNP
10 2 (0.25%) CCSP
10 2 (0.25%) Numerate Degree
10 2 (0.25%) PhD
11 1 (0.12%) ITIL Foundation Certificate
11 1 (0.12%) Oracle Certification
11 1 (0.12%) RHCE
11 1 (0.12%) Sun Certification
Quality Assurance & Compliance
1 151 (18.55%) QA
2 16 (1.97%) Accessibility
3 15 (1.84%) SLA
4 12 (1.47%) IEC 62304
4 12 (1.47%) ISO 13485
5 8 (0.98%) PCI DSS
6 5 (0.61%) ISO/IEC 27001
7 3 (0.37%) Data Quality
8 1 (0.12%) HIPAA
8 1 (0.12%) NIST
System Software
1 200 (24.57%) Docker
2 33 (4.05%) Active Directory
3 25 (3.07%) Hyper-V
4 23 (2.83%) Postfix
5 18 (2.21%) Virtual Machines
6 16 (1.97%) VMware Infrastructure
7 12 (1.47%) iptables
8 11 (1.35%) Microsoft App-V
8 11 (1.35%) XenApp
9 5 (0.61%) vSphere
10 3 (0.37%) VMware ESXi
11 2 (0.25%) Ceph
11 2 (0.25%) Oracle RAC
12 1 (0.12%) Terminal Server
12 1 (0.12%) Varnish
Systems Management
1 219 (26.90%) Terraform
2 160 (19.66%) Kubernetes
3 97 (11.92%) Ansible
4 74 (9.09%) Puppet
5 68 (8.35%) Grafana
6 47 (5.77%) Opscode Chef
7 32 (3.93%) Graphite
8 27 (3.32%) Nagios
9 22 (2.70%) Graylog
9 22 (2.70%) Opsgenie
10 20 (2.46%) Packer
10 20 (2.46%) Prometheus
11 17 (2.09%) Salt
12 15 (1.84%) ZABBIX
13 13 (1.60%) Icinga
14 11 (1.35%) EdgeSight
14 11 (1.35%) Failover Clustering
14 11 (1.35%) SCCM
14 11 (1.35%) SCOM
14 11 (1.35%) SCOrch
Vendors
1 63 (7.74%) Microsoft
2 40 (4.91%) Google
3 28 (3.44%) New Relic
4 27 (3.32%) VMware
5 22 (2.70%) Red Hat
6 19 (2.33%) Atlassian
7 17 (2.09%) SaltStack
8 16 (1.97%) Oracle
9 14 (1.72%) Citrix
10 13 (1.60%) Splunk
11 12 (1.47%) HP
11 12 (1.47%) Talend
12 11 (1.35%) Apple
12 11 (1.35%) Databricks
13 9 (1.11%) Cisco
14 7 (0.86%) PagerDuty
14 7 (0.86%) SolarWinds
14 7 (0.86%) Symantec
14 7 (0.86%) Veritas
15 6 (0.74%) HubSpot