Period
to 19 October 2021

The following table provides summary statistics for permanent job vacancies advertised in the East of England with a requirement for AWS skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited AWS over the 6 months to 19 October 2021 with a comparison to the same period in the previous 2 years.

Amazon Web Services (AWS)
England > East of England
6 months to
19 Oct 2021
Same period 2020 Same period 2019
Rank 14 12 18
Rank change year-on-year -2 +6 +4
Permanent jobs citing AWS 553 265 752
As % of all permanent jobs advertised in the East of England 10.07% 14.74% 10.93%
As % of the Cloud Services category 31.28% 36.15% 35.96%
Number of salaries quoted 341 202 595
10th Percentile £36,750 £32,575 £35,000
25th Percentile £45,000 £42,500 £41,625
Median annual salary (50th Percentile) £60,000 £60,000 £55,000
Median % change year-on-year - +9.09% -
75th Percentile £76,250 £77,500 £72,500
90th Percentile £85,000 £97,375 £84,600
England median annual salary £70,000 £65,000 £65,000
% change year-on-year +7.69% - +4.00%

AWS 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 the East of England with a requirement for cloud computing skills.

All Cloud Skills
East of England
Permanent vacancies with a requirement for cloud computing skills 1,768 733 2,091
As % of all permanent IT jobs advertised in the East of England 32.18% 40.77% 30.40%
Number of salaries quoted 1,211 606 1,581
10th Percentile £26,000 £29,000 £27,500
25th Percentile £34,500 £37,500 £36,750
Median annual salary (50th Percentile) £48,000 £47,500 £48,750
Median % change year-on-year +1.05% -2.56% -2.50%
75th Percentile £65,000 £65,000 £61,250
90th Percentile £77,500 £92,500 £75,000
England median annual salary £60,000 £60,000 £55,000
% change year-on-year - +9.09% -

AWS
Job Vacancy Trend in the East of England

Job postings citing AWS as a proportion of all IT jobs advertised in the East of England.

Job vacancy trend for AWS in the East of England

AWS
Salary Trend in the East of England

3-month moving average salary quoted in jobs citing AWS in the East of England.

Salary trend for AWS in the East of England

AWS
Salary Histogram in the East of England

Salary distribution for jobs citing AWS in the East of England over the 6 months to 19 October 2021.

Salary histogram for AWS in the East of England

AWS
Job Locations in the East of England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing AWS within the East of England region over the 6 months to 19 October 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
Cambridgeshire -7 247 £65,000 +8.33% 91
Hertfordshire -7 152 £62,500 +47.06% 64
Bedfordshire +12 62 £45,000 -19.28% 10
Essex -12 56 £70,000 -20.00% 25
Suffolk -1 21 £23,500 -60.83% 6
Norfolk -17 14 £45,000 -10.00% 6
AWS
England

For the 6 months to 19 October 2021, IT jobs citing AWS 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 East of England region with a requirement for AWS.

1 305 (55.15%) Azure
2 213 (38.52%) Agile Software Development
3 189 (34.18%) SQL
4 176 (31.83%) DevOps
5 163 (29.48%) Python
6 145 (26.22%) C#
7 135 (24.41%) JavaScript
7 135 (24.41%) Social Skills
8 120 (21.70%) Serverless
9 119 (21.52%) Software Engineering
10 117 (21.16%) Java
10 117 (21.16%) React
11 111 (20.07%) Full Stack Development
12 109 (19.71%) GCP
13 105 (18.99%) Docker
14 104 (18.81%) Kubernetes
15 100 (18.08%) Git (software)
16 99 (17.90%) Node.js
17 96 (17.36%) Degree
18 95 (17.18%) Microservices
19 92 (16.64%) Web Services
20 88 (15.91%) Computer Science
21 86 (15.55%) Microsoft
22 81 (14.65%) Analytics
23 80 (14.47%) Linux
24 79 (14.29%) Scrum
25 78 (14.10%) .NET
25 78 (14.10%) Continuous Integration
26 77 (13.92%) Windows
26 77 (13.92%) E-Commerce

AWS
Co-occurring IT Skills in the East of England 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 51 (9.22%) Apache Spark
2 30 (5.42%) IIS
3 23 (4.16%) Apache
4 18 (3.25%) SharePoint
5 16 (2.89%) Apache Airflow
6 13 (2.35%) Apache Solr
7 9 (1.63%) Adobe Experience Manager
7 9 (1.63%) OpenStack
7 9 (1.63%) Tomcat
8 5 (0.90%) Elasticsearch
8 5 (0.90%) MS Exchange
8 5 (0.90%) nginx
9 4 (0.72%) CMS
10 3 (0.54%) WordPress
11 2 (0.36%) Confluence
12 1 (0.18%) Drupal
12 1 (0.18%) EPiServer
12 1 (0.18%) JBoss
12 1 (0.18%) Oracle Workflow
12 1 (0.18%) WebSphere
Applications
1 20 (3.62%) Microsoft Office
Business Applications
1 9 (1.63%) Infor M3
1 9 (1.63%) Magento
2 3 (0.54%) Sentinel
3 2 (0.36%) Dynamics CRM
3 2 (0.36%) Elite 3E
3 2 (0.36%) JDE OneWorld
3 2 (0.36%) NetSuite
3 2 (0.36%) Shopify
Cloud Services
1 305 (55.15%) Azure
2 120 (21.70%) Serverless
3 109 (19.71%) GCP
4 46 (8.32%) Microsoft 365
5 40 (7.23%) GitHub
6 39 (7.05%) Cloud Computing
6 39 (7.05%) PaaS
7 32 (5.79%) Azure Data Factory
7 32 (5.79%) SaaS
8 31 (5.61%) Azure Service Bus
9 29 (5.24%) Azure Functions
10 28 (5.06%) AWS Lambda
10 28 (5.06%) IaaS
11 27 (4.88%) Amazon EKS
11 27 (4.88%) Amazon S3
12 25 (4.52%) Azure Cosmos DB
12 25 (4.52%) OpenShift
13 23 (4.16%) Azure Stack
13 23 (4.16%) Azure Storage
14 20 (3.62%) Power Platform
Communications & Networking
1 36 (6.51%) DNS
2 35 (6.33%) Firewall
3 34 (6.15%) WAN
4 33 (5.97%) LAN
5 17 (3.07%) DHCP
6 16 (2.89%) ADSL
7 14 (2.53%) VPN
8 13 (2.35%) MPLS
9 12 (2.17%) Internet
9 12 (2.17%) NAS
10 11 (1.99%) VLAN
11 10 (1.81%) TCP/IP
12 9 (1.63%) Network Security
13 8 (1.45%) Cisco ASA
13 8 (1.45%) Wi-Fi
14 7 (1.27%) Wireless
15 6 (1.08%) Cisco ISE
15 6 (1.08%) Intrusion Detection
15 6 (1.08%) IPsec
15 6 (1.08%) SD-WAN
Database & Business Intelligence
1 61 (11.03%) Big Data
2 58 (10.49%) PostgreSQL
3 53 (9.58%) Data Warehouse
4 51 (9.22%) SQL Server
5 50 (9.04%) MySQL
6 49 (8.86%) Amazon Redshift
7 40 (7.23%) NoSQL
8 33 (5.97%) Relational Database
9 31 (5.61%) Hadoop
10 22 (3.98%) Apache Hive
11 18 (3.25%) Amazon Aurora
11 18 (3.25%) Amazon DynamoDB
11 18 (3.25%) Power BI
12 17 (3.07%) Tableau
13 16 (2.89%) Amazon RDS
14 15 (2.71%) Apache Cassandra
14 15 (2.71%) Data Lake
14 15 (2.71%) SQL Server Integration Services
15 14 (2.53%) Redis
16 13 (2.35%) Star Schema
Development Applications
1 100 (18.08%) Git (software)
2 62 (11.21%) Jenkins
3 25 (4.52%) GitLab
4 17 (3.07%) Selenium
5 11 (1.99%) Team Foundation Server
5 11 (1.99%) VSS/SourceSafe
6 9 (1.63%) JIRA
7 8 (1.45%) Mocha
8 6 (1.08%) Cypress.io
8 6 (1.08%) Postman
9 5 (0.90%) Sonatype Nexus
9 5 (0.90%) WebDriver
10 4 (0.72%) Cucumber
10 4 (0.72%) JMeter
10 4 (0.72%) NUnit
11 3 (0.54%) CircleCI
11 3 (0.54%) MSTest
11 3 (0.54%) Subversion
11 3 (0.54%) Visual Studio Coded UI
12 2 (0.36%) Bitbucket Server
General
1 135 (24.41%) Social Skills
2 57 (10.31%) Analytical Skills
3 48 (8.68%) Finance
4 46 (8.32%) Retail
5 39 (7.05%) Games
6 36 (6.51%) Manufacturing
7 27 (4.88%) Pharmaceutical
8 25 (4.52%) Marketing
9 23 (4.16%) Law
10 21 (3.80%) Influencing Skills
11 16 (2.89%) Automotive
11 16 (2.89%) Inclusion and Diversity
12 13 (2.35%) Presentation Skills
13 12 (2.17%) Electronics
13 12 (2.17%) Public Sector
14 6 (1.08%) Billing
14 6 (1.08%) Telecoms
15 5 (0.90%) Advertising
15 5 (0.90%) Legal
16 3 (0.54%) Publishing
Job Titles
1 173 (31.28%) Developer
2 57 (10.31%) Architect
3 51 (9.22%) Full Stack Developer
4 41 (7.41%) Senior Developer
4 41 (7.41%) Software Engineer
5 34 (6.15%) Data Engineer
6 33 (5.97%) Analyst
7 29 (5.24%) Software Developer
8 26 (4.70%) Cloud Engineer
9 24 (4.34%) DevOps Engineer
9 24 (4.34%) Lead Architect
10 23 (4.16%) Cloud Developer
11 21 (3.80%) .NET Developer
12 20 (3.62%) Java Engineer
13 18 (3.25%) Front End Developer (Client-Side Developer)
13 18 (3.25%) Python Engineer
14 17 (3.07%) Consultant
15 16 (2.89%) Java Developer
16 14 (2.53%) Support Engineer
17 12 (2.17%) 3rd Line Support
Libraries, Frameworks & Software Standards
1 117 (21.16%) React
2 99 (17.90%) Node.js
3 92 (16.64%) Web Services
4 78 (14.10%) .NET
5 51 (9.22%) REST
6 44 (7.96%) RESTful
7 43 (7.78%) Kafka
8 36 (6.51%) AngularJS
9 27 (4.88%) OAuth
9 27 (4.88%) Velocity
10 26 (4.70%) CSS
11 25 (4.52%) HTML
11 25 (4.52%) Middleware
11 25 (4.52%) Spring
12 24 (4.34%) Spring Boot
13 23 (4.16%) OAuth2
14 15 (2.71%) Elastic Stack
15 14 (2.53%) Next.js
15 14 (2.53%) Vue.js
16 13 (2.35%) GraphQL
Miscellaneous
1 44 (7.96%) Life Science
2 42 (7.59%) Public Cloud
3 40 (7.23%) Cloud Native
4 28 (5.06%) Algorithms
5 24 (4.34%) Social Media
6 19 (3.44%) Management Information System
7 17 (3.07%) Greenfield Project
7 17 (3.07%) Robotics
8 15 (2.71%) Data Centre
9 13 (2.35%) User Experience
9 13 (2.35%) Virtual Team
10 12 (2.17%) Mobile App
11 11 (1.99%) Self-Motivation
12 9 (1.63%) Data Protection Act
13 8 (1.45%) Biotechnology
13 8 (1.45%) Data Structures
13 8 (1.45%) iPad
14 7 (1.27%) Media Streaming
14 7 (1.27%) Private Cloud
15 6 (1.08%) Clustering
Operating Systems
1 80 (14.47%) Linux
2 77 (13.92%) Windows
3 34 (6.15%) Windows Server
4 25 (4.52%) Windows Server 2012
5 22 (3.98%) Unix
6 21 (3.80%) Windows Server 2016
7 19 (3.44%) Windows Server 2019
8 12 (2.17%) Android
8 12 (2.17%) Windows 10
9 11 (1.99%) Apple iOS
10 10 (1.81%) CentOS
11 7 (1.27%) Windows Server 2008
12 6 (1.08%) Red Hat Enterprise Linux
12 6 (1.08%) Windows Server 2003
13 3 (0.54%) Mac OS
13 3 (0.54%) Ubuntu
14 2 (0.36%) VMS
15 1 (0.18%) AIX
Processes & Methodologies
1 213 (38.52%) Agile Software Development
2 176 (31.83%) DevOps
3 119 (21.52%) Software Engineering
4 111 (20.07%) Full Stack Development
5 95 (17.18%) Microservices
6 88 (15.91%) Computer Science
7 81 (14.65%) Analytics
8 79 (14.29%) Scrum
9 78 (14.10%) Continuous Integration
10 77 (13.92%) E-Commerce
11 70 (12.66%) Artificial Intelligence
12 64 (11.57%) Data Science
13 63 (11.39%) Test Automation
14 61 (11.03%) TDD
15 60 (10.85%) Mentoring
16 58 (10.49%) Machine Learning
17 57 (10.31%) Problem-Solving
18 54 (9.76%) ETL
19 50 (9.04%) Continuous Delivery
20 49 (8.86%) Business Intelligence
Programming Languages
1 189 (34.18%) SQL
2 163 (29.48%) Python
3 145 (26.22%) C#
4 135 (24.41%) JavaScript
5 117 (21.16%) Java
6 61 (11.03%) PowerShell
7 31 (5.61%) TypeScript
8 23 (4.16%) Java 8
9 21 (3.80%) C++
10 19 (3.44%) C
10 19 (3.44%) PHP
10 19 (3.44%) R
11 13 (2.35%) Bash Shell
11 13 (2.35%) Java 11
12 12 (2.17%) Perl
13 10 (1.81%) Ruby
14 9 (1.63%) Shell Script
15 8 (1.45%) Go
15 8 (1.45%) Kotlin
16 6 (1.08%) Groovy
Qualifications
1 96 (17.36%) Degree
2 50 (9.04%) Computer Science Degree
3 26 (4.70%) Security Cleared
4 25 (4.52%) PhD
5 23 (4.16%) SC Cleared
6 18 (3.25%) Cisco Certification
7 17 (3.07%) MCSA
7 17 (3.07%) MCSE
7 17 (3.07%) Microsoft Certification
8 12 (2.17%) CISSP
9 9 (1.63%) CISA
9 9 (1.63%) CISM
10 8 (1.45%) CCNA
11 6 (1.08%) CCENT
11 6 (1.08%) CCSA
11 6 (1.08%) CEH
11 6 (1.08%) IISP
11 6 (1.08%) OSCP
11 6 (1.08%) VMware Certified Professional (VCP)
12 5 (0.90%) (ISC)2 CCSP
Quality Assurance & Compliance
1 38 (6.87%) QA
2 19 (3.44%) GxP
3 10 (1.81%) Data Quality
4 7 (1.27%) Accessibility
4 7 (1.27%) SLA
5 5 (0.90%) GDPR
5 5 (0.90%) ISO/IEC 27001
6 3 (0.54%) IEC 62304
6 3 (0.54%) ISO 13485
6 3 (0.54%) NIST
6 3 (0.54%) PCI DSS
7 2 (0.36%) GRC
8 1 (0.18%) DICOM
8 1 (0.18%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
System Software
1 105 (18.99%) Docker
2 52 (9.40%) Active Directory
3 35 (6.33%) VMware Infrastructure
4 25 (4.52%) Hyper-V
5 13 (2.35%) vSphere
6 10 (1.81%) Apache ZooKeeper
7 9 (1.63%) NFS
8 5 (0.90%) VMware ESXi
9 4 (0.72%) ProxySG
10 3 (0.54%) XenApp
11 1 (0.18%) Terminal Services
11 1 (0.18%) Virtual Desktop
11 1 (0.18%) Virtual Machines
11 1 (0.18%) VMware Workstation
Systems Management
1 104 (18.81%) Kubernetes
2 55 (9.95%) Terraform
3 37 (6.69%) Ansible
4 17 (3.07%) Puppet
5 14 (2.53%) SCCM
6 13 (2.35%) WSUS
7 12 (2.17%) Microsoft Intune
7 12 (2.17%) Opscode Chef
8 10 (1.81%) HAProxy
8 10 (1.81%) Mesos
9 9 (1.63%) Salt
10 7 (1.27%) Grafana
10 7 (1.27%) Kubeflow
11 6 (1.08%) Hadoop YARN
11 6 (1.08%) Prometheus
11 6 (1.08%) QRadar
12 5 (0.90%) Single Sign-On
13 3 (0.54%) Kibana
13 3 (0.54%) Nagios
13 3 (0.54%) SCOM
Vendors
1 86 (15.55%) Microsoft
2 64 (11.57%) VMware
3 43 (7.78%) Google
4 42 (7.59%) Oracle
5 28 (5.06%) Cisco
6 25 (4.52%) MuleSoft
6 25 (4.52%) Veeam
7 24 (4.34%) Citrix
7 24 (4.34%) Facebook
8 23 (4.16%) Talend
9 17 (3.07%) Red Hat
10 16 (2.89%) Zscaler
11 14 (2.53%) SAP
11 14 (2.53%) SolarWinds
12 13 (2.35%) F5
13 11 (1.99%) Dataiku
13 11 (1.99%) Palo Alto
13 11 (1.99%) Sage
14 9 (1.63%) Adobe
14 9 (1.63%) CheckPoint