Period
to 13 April 2021

The following table provides summary statistics for permanent job vacancies advertised in the East Midlands 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 13 April 2021 with a comparison to the same period in the previous 2 years.

Amazon Web Services (AWS)
England > East Midlands
6 months to
13 Apr 2021
Same period 2020 Same period 2019
Rank 15 18 26
Rank change year-on-year +3 +8 0
Permanent jobs citing AWS 264 308 316
As % of all permanent jobs advertised in the East Midlands 10.06% 9.53% 7.59%
As % of the Cloud Services category 28.03% 29.53% 31.54%
Number of salaries quoted 247 243 257
10th Percentile £33,272 £33,950 £32,500
25th Percentile £36,765 £41,250 £37,500
Median annual salary (50th Percentile) £49,000 £52,500 £47,500
Median % change year-on-year -6.67% +10.53% -5.00%
75th Percentile £72,500 £77,500 £61,250
90th Percentile £87,500 £85,000 £79,250
England median annual salary £65,000 £65,000 £65,000

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 Midlands with a requirement for cloud computing skills.

All Cloud Skills
East Midlands
Permanent vacancies with a requirement for cloud computing skills 942 1,043 1,002
As % of all permanent IT jobs advertised in the East Midlands 35.89% 32.26% 24.06%
Number of salaries quoted 831 873 751
10th Percentile £27,500 £25,750 £26,000
25th Percentile £33,750 £32,500 £32,500
Median annual salary (50th Percentile) £45,000 £45,000 £42,500
Median % change year-on-year - +5.88% -5.56%
75th Percentile £57,500 £60,000 £55,000
90th Percentile £72,500 £76,000 £70,000
England median annual salary £57,500 £55,000 £55,000
% change year-on-year +4.55% - +4.76%

AWS
Job Vacancy Trend in the East Midlands

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

Job vacancy trend for AWS in the East Midlands

AWS
Salary Trend in the East Midlands

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

Salary trend for AWS in the East Midlands

AWS
Salary Histogram in the East Midlands

Salary distribution for jobs citing AWS in the East Midlands over the 6 months to 13 April 2021.

Salary histogram for AWS in the East Midlands

AWS
Job Locations in the East Midlands

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing AWS within the East Midlands region over the 6 months to 13 April 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
Nottinghamshire -1 111 £57,500 -17.86% 28
Derbyshire +22 62 £40,000 -11.11% 12
Leicestershire +17 44 £45,000 - 15
Northamptonshire -13 24 £67,500 +68.75% 9
Lincolnshire +18 18 £35,000 +12.00% 8
AWS
England

For the 6 months to 13 April 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 Midlands region with a requirement for AWS.

1 128 (48.48%) Azure
2 96 (36.36%) Agile Software Development
3 82 (31.06%) DevOps
4 71 (26.89%) Finance
5 70 (26.52%) JavaScript
6 62 (23.48%) .NET
7 59 (22.35%) C#
8 50 (18.94%) Microservices
9 49 (18.56%) Software Engineering
10 47 (17.80%) SQL
10 47 (17.80%) Microsoft
10 47 (17.80%) Node.js
11 44 (16.67%) Python
12 43 (16.29%) Docker
13 40 (15.15%) Java
14 38 (14.39%) GCP
14 38 (14.39%) .NET Core
14 38 (14.39%) Greenfield Project
15 36 (13.64%) AngularJS
15 36 (13.64%) Firewall
16 35 (13.26%) HTML
16 35 (13.26%) ASP.NET
16 35 (13.26%) Web Services
17 33 (12.50%) Linux
18 32 (12.12%) Terraform
19 30 (11.36%) Kubernetes
20 28 (10.61%) Serverless
21 27 (10.23%) React
22 26 (9.85%) Law
23 25 (9.47%) CSS

AWS
Co-occurring IT Skills in the East Midlands 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 14 (5.30%) MS Exchange
2 12 (4.55%) SharePoint
3 7 (2.65%) Apache
4 5 (1.89%) Elasticsearch
5 4 (1.52%) Confluence
6 3 (1.14%) Apache Spark
7 1 (0.38%) Apache Pig
7 1 (0.38%) Tomcat
Applications
1 4 (1.52%) Microsoft Office
2 1 (0.38%) Microsoft Excel
2 1 (0.38%) Microsoft PowerPoint
2 1 (0.38%) Microsoft Project
2 1 (0.38%) MS Visio
Business Applications
1 4 (1.52%) Eikon
2 1 (0.38%) Dynamics CRM
2 1 (0.38%) NetSuite
2 1 (0.38%) Salesforce.com CRM
Cloud Services
1 128 (48.48%) Azure
2 38 (14.39%) GCP
3 28 (10.61%) Serverless
4 19 (7.20%) SaaS
5 17 (6.44%) AWS Lambda
6 16 (6.06%) Microsoft 365
7 11 (4.17%) AWS CloudFormation
7 11 (4.17%) OneDrive
8 9 (3.41%) Cloud Computing
9 7 (2.65%) Amazon CloudWatch
9 7 (2.65%) IaaS
10 6 (2.27%) GitHub
10 6 (2.27%) Power Platform
11 5 (1.89%) Amazon EC2
12 4 (1.52%) Amazon ECS
12 4 (1.52%) Azure Active Directory
12 4 (1.52%) PaaS
12 4 (1.52%) Virtual Private Cloud
13 3 (1.14%) Amazon Kinesis
13 3 (1.14%) npm
Communications & Networking
1 36 (13.64%) Firewall
2 11 (4.17%) DNS
3 9 (3.41%) Network Security
4 7 (2.65%) TCP/IP
4 7 (2.65%) VPN
5 6 (2.27%) WAN
6 5 (1.89%) SAN
7 4 (1.52%) PBX
7 4 (1.52%) SD-WAN
7 4 (1.52%) SSL
7 4 (1.52%) VoIP
8 3 (1.14%) LAN
9 2 (0.76%) DHCP
9 2 (0.76%) Fibre Channel
9 2 (0.76%) IP Telephony
9 2 (0.76%) NAS
10 1 (0.38%) Cisco ISE
10 1 (0.38%) ISDN
10 1 (0.38%) Software-Defined Networking
10 1 (0.38%) WLAN
Database & Business Intelligence
1 21 (7.95%) Relational Database
2 18 (6.82%) SQL Server
3 16 (6.06%) MongoDB
3 16 (6.06%) PostgreSQL
4 14 (5.30%) MySQL
5 6 (2.27%) Big Data
5 6 (2.27%) NoSQL
5 6 (2.27%) Power BI
6 5 (1.89%) Amazon RDS
6 5 (1.89%) Data Warehouse
7 4 (1.52%) Amazon DynamoDB
7 4 (1.52%) Tableau
8 3 (1.14%) Hadoop
8 3 (1.14%) Looker
9 2 (0.76%) Amazon Redshift
9 2 (0.76%) Apache Cassandra
9 2 (0.76%) Apache Hive
9 2 (0.76%) Data Lake
9 2 (0.76%) HBase
10 1 (0.38%) SQL Server 2012
Development Applications
1 25 (9.47%) Jenkins
2 20 (7.58%) Git (software)
3 7 (2.65%) JIRA
4 6 (2.27%) Subversion
5 3 (1.14%) Bitbucket
5 3 (1.14%) Cucumber
5 3 (1.14%) Grunt
5 3 (1.14%) gulp
6 2 (0.76%) Katalon Studio
6 2 (0.76%) TeamCity
7 1 (0.38%) jspm
7 1 (0.38%) JUnit
7 1 (0.38%) Karma Test Runner
7 1 (0.38%) PHPUnit
7 1 (0.38%) Selenium
7 1 (0.38%) SoapUI
7 1 (0.38%) Sonatype Nexus
General
1 71 (26.89%) Finance
2 26 (9.85%) Law
3 9 (3.41%) Games
4 6 (2.27%) Retail
5 5 (1.89%) Public Sector
6 1 (0.38%) Banking
6 1 (0.38%) Manufacturing
6 1 (0.38%) Marketing
Job Titles
1 66 (25.00%) Developer
2 32 (12.12%) Architect
3 29 (10.98%) DevOps Engineer
4 25 (9.47%) AWS Engineer
5 24 (9.09%) Software Engineer
6 22 (8.33%) .NET Developer
7 21 (7.95%) C# Developer
8 19 (7.20%) AWS Developer
8 19 (7.20%) Infrastructure Engineer
9 17 (6.44%) Senior Developer
10 15 (5.68%) C# .NET Developer
10 15 (5.68%) Solutions Architect
11 13 (4.92%) Cloud Engineer
11 13 (4.92%) Senior .NET Developer
12 12 (4.55%) Support Engineer
13 11 (4.17%) Project Support Engineer
14 10 (3.79%) Full Stack Developer
14 10 (3.79%) Node.js Developer
14 10 (3.79%) Senior C# .NET Developer
14 10 (3.79%) Senior C# Developer
Libraries, Frameworks & Software Standards
1 62 (23.48%) .NET
2 47 (17.80%) Node.js
3 38 (14.39%) .NET Core
4 36 (13.64%) AngularJS
5 35 (13.26%) ASP.NET
5 35 (13.26%) HTML
5 35 (13.26%) Web Services
6 27 (10.23%) React
7 25 (9.47%) CSS
8 15 (5.68%) JSON
8 15 (5.68%) Vue.js
9 14 (5.30%) Kafka
10 12 (4.55%) REST
11 11 (4.17%) ASP.NET Core
11 11 (4.17%) Spring
12 9 (3.41%) GraphQL
13 8 (3.03%) Redux
13 8 (3.03%) XML
14 7 (2.65%) Sass
15 5 (1.89%) Spring Boot
Miscellaneous
1 38 (14.39%) Greenfield Project
2 24 (9.09%) User Experience
3 15 (5.68%) Self-Motivation
4 12 (4.55%) Public Cloud
5 11 (4.17%) Cloud Native
6 6 (2.27%) Blog
7 5 (1.89%) Analytical Skills
7 5 (1.89%) Data Centre
7 5 (1.89%) Mobile App
8 4 (1.52%) e-Learning
8 4 (1.52%) IVR
8 4 (1.52%) Virtual Team
9 3 (1.14%) Replication
10 2 (0.76%) Algorithms
10 2 (0.76%) EMC VMAX
10 2 (0.76%) HP Storage
10 2 (0.76%) VxBlock/Vblock
11 1 (0.38%) Enterprise Cloud
11 1 (0.38%) Industry 4.0
11 1 (0.38%) Online Games
Operating Systems
1 33 (12.50%) Linux
2 19 (7.20%) Windows
3 9 (3.41%) Windows Server
4 6 (2.27%) Windows Server 2016
5 5 (1.89%) Windows Server 2008
6 4 (1.52%) Unix
6 4 (1.52%) Windows Server 2012
7 3 (1.14%) CentOS
7 3 (1.14%) Windows Server 2019
8 2 (0.76%) Red Hat Enterprise Linux
9 1 (0.38%) Android
9 1 (0.38%) Apple iOS
9 1 (0.38%) HPUX
9 1 (0.38%) Ubuntu
9 1 (0.38%) Windows 10
9 1 (0.38%) Windows 7
Processes & Methodologies
1 96 (36.36%) Agile Software Development
2 82 (31.06%) DevOps
3 50 (18.94%) Microservices
4 49 (18.56%) Software Engineering
5 25 (9.47%) Scrum
6 23 (8.71%) ITIL
7 19 (7.20%) Infrastructure as Code
7 19 (7.20%) Infrastructure Engineering
8 18 (6.82%) TDD
9 17 (6.44%) Fintech
10 16 (6.06%) Test Automation
10 16 (6.06%) Thought Leadership
11 15 (5.68%) Analytics
11 15 (5.68%) Migration
11 15 (5.68%) Project Delivery
12 14 (5.30%) E-Commerce
12 14 (5.30%) Technical Leadership
13 13 (4.92%) Open Source
14 12 (4.55%) MVC
15 11 (4.17%) Continuous Integration
Programming Languages
1 70 (26.52%) JavaScript
2 59 (22.35%) C#
3 47 (17.80%) SQL
4 44 (16.67%) Python
5 40 (15.15%) Java
6 19 (7.20%) Go
7 17 (6.44%) Bash Shell
8 14 (5.30%) PHP
9 12 (4.55%) TypeScript
10 10 (3.79%) Ruby
11 8 (3.03%) PowerShell
12 5 (1.89%) Kotlin
12 5 (1.89%) Scala
12 5 (1.89%) T-SQL
13 3 (1.14%) R
14 2 (0.76%) C++
14 2 (0.76%) ES6
15 1 (0.38%) C
Qualifications
1 11 (4.17%) AWS Certification
2 8 (3.03%) Degree
3 4 (1.52%) Cisco Certification
3 4 (1.52%) MCITP
3 4 (1.52%) MCSE
3 4 (1.52%) MCTS
3 4 (1.52%) Microsoft Certification
4 3 (1.14%) PRINCE2 Certification
5 2 (0.76%) CCNA
5 2 (0.76%) CCNP
5 2 (0.76%) Computer Science Degree
5 2 (0.76%) TOGAF Certification
6 1 (0.38%) ISTQB
6 1 (0.38%) PRINCE2 Practitioner
6 1 (0.38%) SC Cleared
6 1 (0.38%) Security Cleared
Quality Assurance & Compliance
1 21 (7.95%) QA
2 10 (3.79%) ISO/IEC 27001
3 4 (1.52%) Cyber Essentials
3 4 (1.52%) Cyber Essentials PLUS
3 4 (1.52%) Data Quality
3 4 (1.52%) GDPR
3 4 (1.52%) SLA
4 1 (0.38%) ISO 9001
4 1 (0.38%) PCI DSS
System Software
1 43 (16.29%) Docker
2 14 (5.30%) Active Directory
2 14 (5.30%) VMware Infrastructure
3 12 (4.55%) Hyper-V
4 4 (1.52%) vSphere
4 4 (1.52%) XenApp
4 4 (1.52%) XenDesktop
5 3 (1.14%) VMware ESXi
6 2 (0.76%) EMC RecoverPoint
7 1 (0.38%) Apache Flume
7 1 (0.38%) Gluster
7 1 (0.38%) HDFS
Systems Management
1 32 (12.12%) Terraform
2 30 (11.36%) Kubernetes
3 25 (9.47%) Ansible
4 15 (5.68%) Opscode Chef
5 14 (5.30%) Puppet
6 5 (1.89%) ZABBIX
7 4 (1.52%) Graphite
7 4 (1.52%) Prometheus
8 2 (0.76%) NetBackup
8 2 (0.76%) vRealize
9 1 (0.38%) Consul
9 1 (0.38%) Marathon
9 1 (0.38%) Mesos
9 1 (0.38%) Sysdig
9 1 (0.38%) Tivoli Storage Manager
9 1 (0.38%) WebSphere Cast Iron
Vendors
1 47 (17.80%) Microsoft
2 23 (8.71%) VMware
3 16 (6.06%) Google
4 7 (2.65%) Cisco
4 7 (2.65%) Oracle
5 6 (2.27%) Ariba
5 6 (2.27%) Citrix
6 4 (1.52%) Dell
6 4 (1.52%) EMC
7 3 (1.14%) Avaya
7 3 (1.14%) CheckPoint
7 3 (1.14%) HP
7 3 (1.14%) Salesforce.com
7 3 (1.14%) Veeam
8 2 (0.76%) Brocade
8 2 (0.76%) NetApp
8 2 (0.76%) Palo Alto
8 2 (0.76%) Red Hat
8 2 (0.76%) ServiceNow
8 2 (0.76%) Veritas