Period
to 4 March 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 4 March 2021 with a comparison to the same period in the previous 2 years.

Amazon AWS Elastic Compute Cloud (EC2)
England > London
6 months to
4 Mar 2021
Same period 2020 Same period 2019
Rank 222 282 365
Rank change year-on-year +60 +83 +44
Permanent jobs citing Amazon EC2 423 564 528
As % of all permanent jobs advertised in London 1.49% 1.11% 0.85%
As % of the Cloud Services category 3.34% 2.93% 2.82%
Number of salaries quoted 435 497 517
Median annual salary £85,000 £70,000 £72,500
Median salary % change year-on-year +21.43% -3.45% +7.41%
10th Percentile £55,550 £52,000 £50,000
90th Percentile £132,500 £116,500 £105,000
England median annual salary £72,500 £65,000 £70,000
% change year-on-year +11.54% -7.14% +13.82%

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 12,677 19,243 18,745
As % of all permanent IT jobs advertised in London 44.71% 37.99% 30.03%
Number of salaries quoted 10,523 15,831 15,468
Median annual salary £70,000 £66,000 £65,000
Median salary % change year-on-year +6.06% +1.54% +8.33%
10th Percentile £42,500 £35,000 £35,000
90th Percentile £105,000 £102,500 £95,000
England median annual salary £57,500 £55,000 £55,000
% change year-on-year +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 4 March 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 4 March 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 +77 59 £73,750 +5.36% 22
South London -2 15 £70,000 - 5
West London +58 7 £85,000 +47.83% 3
East London - 2 £72,500 - 8
North London - 2 £37,500 - 1
Amazon EC2
England

For the 6 months to 4 March 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.

1 414 (97.87%) AWS
2 285 (67.38%) Amazon S3
3 279 (65.96%) Python
4 228 (53.90%) Agile Software Development
4 228 (53.90%) AWS Lambda
4 228 (53.90%) Serverless
5 199 (47.04%) Java
6 189 (44.68%) SQL
7 176 (41.61%) Finance
8 165 (39.01%) Web Services
9 159 (37.59%) Amazon RDS
10 150 (35.46%) Software Engineering
11 143 (33.81%) DevOps
12 137 (32.39%) JavaScript
13 134 (31.68%) Amazon DynamoDB
14 121 (28.61%) React
15 119 (28.13%) Asset Management
15 119 (28.13%) AngularJS
16 113 (26.71%) Hedge funds
17 106 (25.06%) PostgreSQL
18 95 (22.46%) TypeScript
18 95 (22.46%) Docker
19 90 (21.28%) Amazon ECS
19 90 (21.28%) Kotlin
20 89 (21.04%) Vue.js
20 89 (21.04%) Derivative
20 89 (21.04%) Fixed Income
20 89 (21.04%) Equities
20 89 (21.04%) Foreign Exchange (FX)
20 89 (21.04%) Front Office

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 41 (9.69%) Apache
2 27 (6.38%) Elasticsearch
3 19 (4.49%) Apache Spark
4 12 (2.84%) Apache Airflow
5 11 (2.60%) Confluence
6 8 (1.89%) Luigi
7 7 (1.65%) nginx
8 6 (1.42%) IIS
9 5 (1.18%) Cloud Foundry
9 5 (1.18%) Moodle
9 5 (1.18%) SharePoint
10 4 (0.95%) Tomcat
11 3 (0.71%) Adobe Experience Manager
12 1 (0.24%) Apache Solr
12 1 (0.24%) Red Hat Fuse
Applications
1 2 (0.47%) Microsoft Excel
1 2 (0.47%) Microsoft PowerPoint
1 2 (0.47%) MS Visio
Business Applications
1 2 (0.47%) Shopify
2 1 (0.24%) Oracle EBS
Cloud Services
1 414 (97.87%) AWS
2 285 (67.38%) Amazon S3
3 228 (53.90%) AWS Lambda
3 228 (53.90%) Serverless
4 90 (21.28%) Amazon ECS
5 85 (20.09%) Virtual Private Cloud
6 78 (18.44%) AWS CloudFormation
7 69 (16.31%) Amazon ELB
8 60 (14.18%) Amazon SQS
8 60 (14.18%) Route 53
9 54 (12.77%) Amazon CloudWatch
10 52 (12.29%) Azure
11 41 (9.69%) Amazon EKS
12 40 (9.46%) SaaS
13 31 (7.33%) GCP
14 30 (7.09%) CloudFront
15 24 (5.67%) AWS CloudTrail
16 23 (5.44%) GitHub
17 20 (4.73%) Amazon Kinesis
18 16 (3.78%) AWS Fargate
Communications & Networking
1 17 (4.02%) DNS
2 16 (3.78%) HTTP
3 14 (3.31%) SSH
4 8 (1.89%) Firewall
4 8 (1.89%) FTP
4 8 (1.89%) SMTP
5 6 (1.42%) Internet
6 5 (1.18%) VPN
7 4 (0.95%) SSL
7 4 (0.95%) TCP/IP
7 4 (0.95%) WebEx
8 3 (0.71%) DHCP
9 2 (0.47%) HTTPS
10 1 (0.24%) IPv4
10 1 (0.24%) LAN
10 1 (0.24%) NAS
10 1 (0.24%) Network Security
10 1 (0.24%) SAN
10 1 (0.24%) VoIP
10 1 (0.24%) WAN
Database & Business Intelligence
1 159 (37.59%) Amazon RDS
2 134 (31.68%) Amazon DynamoDB
3 106 (25.06%) PostgreSQL
4 60 (14.18%) MySQL
5 53 (12.53%) Relational Database
6 45 (10.64%) Amazon Redshift
7 43 (10.17%) SQL Server
8 37 (8.75%) Amazon Aurora
9 33 (7.80%) Apache Ignite
9 33 (7.80%) RDBMS
10 29 (6.86%) Big Data
10 29 (6.86%) Data Warehouse
11 26 (6.15%) NoSQL
12 18 (4.26%) Redis
13 17 (4.02%) MongoDB
14 15 (3.55%) Hadoop
15 10 (2.36%) Amazon Athena
15 10 (2.36%) BigQuery
16 9 (2.13%) Apache Cassandra
16 9 (2.13%) Data Lake
Development Applications
1 79 (18.68%) Jenkins
2 73 (17.26%) Git (software)
3 31 (7.33%) JIRA
4 25 (5.91%) SonarQube
5 23 (5.44%) TeamCity
6 21 (4.96%) Maven
7 13 (3.07%) GitLab
7 13 (3.07%) JUnit
8 12 (2.84%) Cucumber
8 12 (2.84%) Mockito
9 10 (2.36%) Cypress.io
9 10 (2.36%) Subversion
10 9 (2.13%) DbUnit
10 9 (2.13%) jMock
11 7 (1.65%) Selenium
11 7 (1.65%) Vagrant
12 6 (1.42%) Gradle
12 6 (1.42%) Jasmine
12 6 (1.42%) Karma Test Runner
13 5 (1.18%) Atlassian Bamboo
General
1 176 (41.61%) Finance
2 89 (21.04%) Front Office
3 50 (11.82%) Banking
4 20 (4.73%) Marketing
4 20 (4.73%) Public Sector
5 15 (3.55%) Law
6 11 (2.60%) Advertising
7 10 (2.36%) Investment Banking
7 10 (2.36%) Retail
8 6 (1.42%) Financial Institution
8 6 (1.42%) Legal
9 5 (1.18%) Games
9 5 (1.18%) Local Government
10 2 (0.47%) Publishing
11 1 (0.24%) General Ledger
11 1 (0.24%) Retail Banking
Job Titles
1 185 (43.74%) Developer
2 130 (30.73%) Software Engineer
3 115 (27.19%) Developer/Software Engineer
4 111 (26.24%) Python Engineer
5 106 (25.06%) Python Developer
6 95 (22.46%) Python Software Engineer
7 82 (19.39%) AWS Engineer
8 71 (16.78%) DevOps Engineer
9 62 (14.66%) JavaScript Developer
10 54 (12.77%) JavaScript Engineer
11 47 (11.11%) Java Developer
12 42 (9.93%) Data Engineer
13 35 (8.27%) AWS DevOps
14 31 (7.33%) AWS Developer
15 30 (7.09%) AWS Software Engineer
16 29 (6.86%) AWS DevOps Engineer
16 29 (6.86%) Full Stack Developer
17 28 (6.62%) Architect
17 28 (6.62%) Programmer
17 28 (6.62%) Software Programmer
Libraries, Frameworks & Software Standards
1 165 (39.01%) Web Services
2 121 (28.61%) React
3 119 (28.13%) AngularJS
4 89 (21.04%) Vue.js
5 38 (8.98%) Node.js
6 37 (8.75%) REST
7 35 (8.27%) gRPC
8 29 (6.86%) CSS
9 28 (6.62%) Kafka
9 28 (6.62%) Spring
10 26 (6.15%) HTML
11 23 (5.44%) .NET
12 20 (4.73%) RESTful
13 18 (4.26%) Spring Cloud
14 15 (3.55%) Flask
14 15 (3.55%) J2EE
15 14 (3.31%) Ruby on Rails
15 14 (3.31%) SOAP
16 13 (3.07%) HTML5
17 11 (2.60%) NumPy
Miscellaneous
1 113 (26.71%) Hedge funds
2 89 (21.04%) Derivative
2 89 (21.04%) Equities
2 89 (21.04%) Fixed Income
2 89 (21.04%) Foreign Exchange (FX)
3 28 (6.62%) Pricing Data
4 9 (2.13%) Mobile App
5 8 (1.89%) Enterprise Cloud
5 8 (1.89%) Greenfield Project
5 8 (1.89%) Public Cloud
6 7 (1.65%) Analytical Skills
7 5 (1.18%) Blog
7 5 (1.18%) Data Centre
7 5 (1.18%) Management Information System
7 5 (1.18%) User Experience
8 4 (0.95%) Arduino
8 4 (0.95%) Cloud Native
8 4 (0.95%) e-Learning
8 4 (0.95%) SCORM
8 4 (0.95%) Self-Motivation
Operating Systems
1 74 (17.49%) Linux
2 26 (6.15%) Windows
3 13 (3.07%) Red Hat Enterprise Linux
4 12 (2.84%) Unix
5 10 (2.36%) Windows Server
6 9 (2.13%) Android
6 9 (2.13%) VMS
7 6 (1.42%) Apple iOS
8 4 (0.95%) Debian
9 2 (0.47%) CentOS
9 2 (0.47%) Mac OS X
9 2 (0.47%) Windows Server 2012
10 1 (0.24%) Fedora
10 1 (0.24%) MVS
10 1 (0.24%) Solaris
10 1 (0.24%) Ubuntu
Processes & Methodologies
1 228 (53.90%) Agile Software Development
2 150 (35.46%) Software Engineering
3 143 (33.81%) DevOps
4 119 (28.13%) Asset Management
5 86 (20.33%) Microservices
6 55 (13.00%) Infrastructure as Code
7 50 (11.82%) Fintech
8 45 (10.64%) Continuous Integration
9 41 (9.69%) TDD
10 40 (9.46%) Computer Science
11 39 (9.22%) Investment Management
12 38 (8.98%) Configuration Management
13 35 (8.27%) Data Management
14 33 (7.80%) Problem-Solving
15 31 (7.33%) Business Intelligence
16 29 (6.86%) Project Delivery
17 28 (6.62%) Data Science
17 28 (6.62%) Enterprise Data Management
17 28 (6.62%) Scrum
18 27 (6.38%) ETL
Programming Languages
1 279 (65.96%) Python
2 199 (47.04%) Java
3 189 (44.68%) SQL
4 137 (32.39%) JavaScript
5 95 (22.46%) TypeScript
6 90 (21.28%) Kotlin
7 55 (13.00%) Scala
8 38 (8.98%) C#
9 36 (8.51%) Clojure
10 34 (8.04%) Ruby
11 29 (6.86%) PowerShell
12 26 (6.15%) Go
12 26 (6.15%) PHP
13 25 (5.91%) Bash Shell
14 17 (4.02%) C++
15 11 (2.60%) Java 8
16 9 (2.13%) ES6
17 7 (1.65%) Objective-C
18 5 (1.18%) Apple Swift
19 4 (0.95%) R
Qualifications
1 38 (8.98%) Degree
2 23 (5.44%) Computer Science Degree
3 14 (3.31%) AWS Certification
4 13 (3.07%) SC Cleared
4 13 (3.07%) Security Cleared
5 4 (0.95%) Master's Degree
6 3 (0.71%) CISSP
6 3 (0.71%) Numerate Degree
7 2 (0.47%) Citrix Certification
7 2 (0.47%) ITIL Certification
8 1 (0.24%) CISA
8 1 (0.24%) CISM
8 1 (0.24%) FFIEC
8 1 (0.24%) MCSE
8 1 (0.24%) Microsoft Certification
8 1 (0.24%) RHCE
8 1 (0.24%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 20 (4.73%) QA
2 6 (1.42%) SLA
3 5 (1.18%) ISO/IEC 27001
3 5 (1.18%) NIST
4 4 (0.95%) GDPR
4 4 (0.95%) PCI DSS
5 2 (0.47%) PMO
6 1 (0.24%) GLBA
6 1 (0.24%) HIPAA
System Software
1 95 (22.46%) Docker
2 20 (4.73%) Active Directory
3 8 (1.89%) Postfix
4 7 (1.65%) VMware Infrastructure
5 4 (0.95%) Virtual Machines
6 1 (0.24%) Hyper-V
6 1 (0.24%) Oracle RAC
6 1 (0.24%) vSphere
Systems Management
1 78 (18.44%) Terraform
2 77 (18.20%) Kubernetes
3 45 (10.64%) Ansible
4 23 (5.44%) Puppet
5 20 (4.73%) Opscode Chef
6 11 (2.60%) Grafana
7 8 (1.89%) Failover Clustering
8 7 (1.65%) Prometheus
9 5 (1.18%) SCCM
10 4 (0.95%) Istio
11 2 (0.47%) Kibana
11 2 (0.47%) Nagios
12 1 (0.24%) CASB
12 1 (0.24%) Enterprise Manager Cloud Control
12 1 (0.24%) Foglight
12 1 (0.24%) Host Intrusion Detection System
12 1 (0.24%) logstash
12 1 (0.24%) Microsoft Intune
12 1 (0.24%) Oracle Enterprise Manager
Vendors
1 34 (8.04%) Oracle
2 30 (7.09%) Microsoft
3 28 (6.62%) Sybase
4 25 (5.91%) Google
5 12 (2.84%) VMware
6 11 (2.60%) Talend
7 9 (2.13%) Alteryx
8 7 (1.65%) Splunk
9 6 (1.42%) Cisco
9 6 (1.42%) Citrix
10 4 (0.95%) Birst
10 4 (0.95%) Bloomberg
10 4 (0.95%) Salesforce.com
11 3 (0.71%) Adobe
11 3 (0.71%) Atlassian
11 3 (0.71%) Fortinet
11 3 (0.71%) IBM
12 2 (0.47%) Guidewire
12 2 (0.47%) New Relic
12 2 (0.47%) Red Hat