Period
to 28 July 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 28 July 2021 with a comparison to the same period in the previous 2 years.

Amazon Web Services (AWS)
England > East Midlands
6 months to
28 Jul 2021
Same period 2020 Same period 2019
Rank 15 18 23
Rank change year-on-year +3 +5 +10
Permanent jobs citing AWS 322 176 378
As % of all permanent jobs advertised in the East Midlands 10.41% 10.02% 9.38%
As % of the Cloud Services category 26.95% 31.54% 32.06%
Number of salaries quoted 258 147 315
10th Percentile £35,000 £33,750 £32,200
25th Percentile £40,000 £41,250 £37,125
Median annual salary (50th Percentile) £52,500 £55,000 £47,500
Median % change year-on-year -4.55% +15.79% -
75th Percentile £71,250 £73,675 £65,000
90th Percentile £87,500 £85,000 £80,000
England median annual salary £70,000 £65,000 £65,000
% change year-on-year +7.69% - +8.33%

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 1,195 558 1,179
As % of all permanent IT jobs advertised in the East Midlands 38.65% 31.78% 29.24%
Number of salaries quoted 921 454 968
10th Percentile £26,250 £27,549 £25,750
25th Percentile £36,250 £33,750 £32,500
Median annual salary (50th Percentile) £45,000 £45,000 £42,500
Median % change year-on-year - +5.88% -0.06%
75th Percentile £58,250 £60,000 £55,000
90th Percentile £72,500 £73,750 £67,875
England median annual salary £60,000 £57,500 £55,000
% change year-on-year +4.35% +4.55% +3.77%

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 28 July 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 28 July 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 +3 132 £52,500 -25.00% 50
Derbyshire +18 62 £45,000 - 10
Leicestershire -11 51 £75,750 +102.00% 16
Northamptonshire -10 44 £65,000 +30.00% 5
Lincolnshire +4 23 £42,500 - 4
AWS
England

For the 6 months to 28 July 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.

1 151 (46.89%) Agile Software Development
2 103 (31.99%) Azure
3 89 (27.64%) SaaS
4 86 (26.71%) DevOps
4 86 (26.71%) Microservices
5 81 (25.16%) JavaScript
6 80 (24.84%) .NET
7 72 (22.36%) Docker
8 69 (21.43%) C#
9 64 (19.88%) Terraform
10 63 (19.57%) Software Engineering
11 61 (18.94%) Law
12 59 (18.32%) Python
13 56 (17.39%) SQL
14 55 (17.08%) QA
15 54 (16.77%) Node.js
16 53 (16.46%) AngularJS
17 51 (15.84%) Social Skills
18 50 (15.53%) Java
18 50 (15.53%) Microsoft
19 49 (15.22%) Linux
20 46 (14.29%) React
21 44 (13.66%) Kubernetes
22 43 (13.35%) Firewall
23 42 (13.04%) Finance
24 40 (12.42%) Scrum
24 40 (12.42%) .NET Core
25 38 (11.80%) Ansible
26 37 (11.49%) Infrastructure as Code
27 36 (11.18%) Git (software)

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 25 (7.76%) MS Exchange
1 25 (7.76%) SharePoint
2 8 (2.48%) Oracle SOA Suite
3 7 (2.17%) OpenStack
4 5 (1.55%) Elasticsearch
5 4 (1.24%) Confluence
6 2 (0.62%) Apache
6 2 (0.62%) Apache Spark
6 2 (0.62%) Umbraco
7 1 (0.31%) Apache Pig
7 1 (0.31%) CMS
7 1 (0.31%) SAS
Applications
1 4 (1.24%) Microsoft Office
2 3 (0.93%) Microsoft Excel
3 2 (0.62%) Adobe Creative Suite
Business Applications
1 1 (0.31%) Dynamics CRM
1 1 (0.31%) Eikon
1 1 (0.31%) NetSuite
1 1 (0.31%) Oracle BPM
Cloud Services
1 103 (31.99%) Azure
2 89 (27.64%) SaaS
3 35 (10.87%) Serverless
4 30 (9.32%) GCP
5 27 (8.39%) AWS Lambda
6 24 (7.45%) OneDrive
7 17 (5.28%) AWS CloudFormation
8 16 (4.97%) GitHub
9 15 (4.66%) Amazon EC2
9 15 (4.66%) Cloud Computing
10 12 (3.73%) IaaS
10 12 (3.73%) OpenShift
11 11 (3.42%) Datadog
11 11 (3.42%) PaaS
12 9 (2.80%) Amazon SQS
13 8 (2.48%) Amazon EKS
13 8 (2.48%) AWS CodePipeline
14 7 (2.17%) AWS CodeCommit
14 7 (2.17%) Azure Pipelines
14 7 (2.17%) Microsoft 365
Communications & Networking
1 43 (13.35%) Firewall
2 18 (5.59%) DNS
3 12 (3.73%) SSL
4 11 (3.42%) HTTP
5 10 (3.11%) Network Security
6 9 (2.80%) Internet
6 9 (2.80%) TCP/IP
7 7 (2.17%) IPv4
7 7 (2.17%) LAN
7 7 (2.17%) SAN
7 7 (2.17%) SMTP
7 7 (2.17%) WAN
8 6 (1.86%) DAB
9 5 (1.55%) VPN
10 4 (1.24%) Fibre Channel
11 3 (0.93%) NAS
12 1 (0.31%) Cisco ASA
12 1 (0.31%) iSCSI
12 1 (0.31%) NetScaler
12 1 (0.31%) VLAN
Database & Business Intelligence
1 31 (9.63%) PostgreSQL
2 29 (9.01%) MySQL
3 22 (6.83%) NoSQL
3 22 (6.83%) SQL Server
4 21 (6.52%) Amazon DynamoDB
5 20 (6.21%) Amazon RDS
6 19 (5.90%) MongoDB
7 14 (4.35%) Relational Database
8 6 (1.86%) Apache Cassandra
8 6 (1.86%) Data Warehouse
9 4 (1.24%) Big Data
9 4 (1.24%) Data Lake
10 3 (0.93%) Oracle Database
10 3 (0.93%) Power BI
10 3 (0.93%) SQL Server Integration Services
10 3 (0.93%) SQL Server Reporting Services
10 3 (0.93%) Tableau
11 2 (0.62%) Apache Hive
11 2 (0.62%) Looker
11 2 (0.62%) RDBMS
Development Applications
1 36 (11.18%) Git (software)
2 29 (9.01%) GitLab
3 27 (8.39%) Jenkins
4 17 (5.28%) Selenium
5 15 (4.66%) Postman
6 13 (4.04%) JIRA
7 12 (3.73%) JUnit
8 11 (3.42%) JMeter
9 8 (2.48%) Vagrant
10 7 (2.17%) Visual Studio
11 4 (1.24%) Bitbucket
11 4 (1.24%) Cucumber
11 4 (1.24%) Cypress.io
11 4 (1.24%) PHPUnit
11 4 (1.24%) Subversion
11 4 (1.24%) TeamCity
12 3 (0.93%) Grunt
12 3 (0.93%) Octopus Deploy
13 2 (0.62%) gulp
13 2 (0.62%) Katalon Studio
General
1 61 (18.94%) Law
2 51 (15.84%) Social Skills
3 42 (13.04%) Finance
4 24 (7.45%) Retail
5 6 (1.86%) Analytical Skills
6 5 (1.55%) Banking
7 3 (0.93%) Influencing Skills
7 3 (0.93%) Public Sector
8 2 (0.62%) Games
8 2 (0.62%) Presentation Skills
9 1 (0.31%) Documentation Skills
9 1 (0.31%) Manufacturing
9 1 (0.31%) Marketing
9 1 (0.31%) Organisational Skills
9 1 (0.31%) Telecoms
Job Titles
1 76 (23.60%) Developer
2 38 (11.80%) Software Engineer
3 32 (9.94%) DevOps Engineer
4 31 (9.63%) Infrastructure Engineer
5 27 (8.39%) Architect
6 25 (7.76%) Support Engineer
7 24 (7.45%) .NET Developer
7 24 (7.45%) Project Support Engineer
8 23 (7.14%) AWS Engineer
9 22 (6.83%) Cloud Engineer
10 20 (6.21%) Infrastructure Support
10 20 (6.21%) Infrastructure Support Engineer
11 19 (5.90%) Full Stack Developer
12 17 (5.28%) Solutions Architect
13 15 (4.66%) Security Engineer
14 14 (4.35%) C# .NET Developer
14 14 (4.35%) C# Developer
15 13 (4.04%) Senior Developer
16 12 (3.73%) AWS Architect
17 11 (3.42%) AWS Developer
Libraries, Frameworks & Software Standards
1 80 (24.84%) .NET
2 54 (16.77%) Node.js
3 53 (16.46%) AngularJS
4 46 (14.29%) React
5 40 (12.42%) .NET Core
6 35 (10.87%) HTML
7 34 (10.56%) CSS
8 31 (9.63%) Web Services
9 30 (9.32%) REST
10 24 (7.45%) RESTful
11 20 (6.21%) GraphQL
11 20 (6.21%) Spring
12 19 (5.90%) ASP.NET
13 17 (5.28%) Kafka
14 16 (4.97%) .NET Framework
14 16 (4.97%) JSON
15 15 (4.66%) ASP.NET Web API
16 13 (4.04%) Spring Boot
17 11 (3.42%) LAPP Stack
17 11 (3.42%) XML
Miscellaneous
1 18 (5.59%) Greenfield Project
2 15 (4.66%) Public Cloud
2 15 (4.66%) User Experience
3 13 (4.04%) Virtual Team
4 10 (3.11%) Data Centre
4 10 (3.11%) Legacy Applications
5 9 (2.80%) IVR
6 8 (2.48%) Management Information System
6 8 (2.48%) Self-Motivation
7 7 (2.17%) Cloud Native
7 7 (2.17%) Mobile App
8 6 (1.86%) Smart Meter
9 5 (1.55%) Algorithms
10 4 (1.24%) Blog
10 4 (1.24%) e-Learning
10 4 (1.24%) Replication
11 3 (0.93%) EMC VMAX
11 3 (0.93%) HP Storage
11 3 (0.93%) NHS
11 3 (0.93%) VxBlock/Vblock
Operating Systems
1 49 (15.22%) Linux
2 23 (7.14%) Unix
3 16 (4.97%) Windows
4 4 (1.24%) Red Hat Enterprise Linux
4 4 (1.24%) Windows Server
5 3 (0.93%) CentOS
6 2 (0.62%) Android
6 2 (0.62%) Apple iOS
7 1 (0.31%) HPUX
7 1 (0.31%) Windows 10
7 1 (0.31%) Windows 7
7 1 (0.31%) Windows Server 2008
7 1 (0.31%) Windows Server 2019
Processes & Methodologies
1 151 (46.89%) Agile Software Development
2 86 (26.71%) DevOps
2 86 (26.71%) Microservices
3 63 (19.57%) Software Engineering
4 40 (12.42%) Scrum
5 37 (11.49%) Infrastructure as Code
6 35 (10.87%) Full Stack Development
7 33 (10.25%) Test Automation
8 32 (9.94%) Infrastructure Engineering
9 27 (8.39%) E-Commerce
9 27 (8.39%) SOA
9 27 (8.39%) TDD
10 24 (7.45%) Project Delivery
11 22 (6.83%) Information Security
11 22 (6.83%) Problem-Solving
12 19 (5.90%) Analytics
12 19 (5.90%) Mentoring
13 18 (5.59%) Decision-Making
13 18 (5.59%) ITIL
13 18 (5.59%) OOP
Programming Languages
1 81 (25.16%) JavaScript
2 69 (21.43%) C#
3 59 (18.32%) Python
4 56 (17.39%) SQL
5 50 (15.53%) Java
6 33 (10.25%) Bash Shell
7 28 (8.70%) PHP
8 20 (6.21%) Ruby
8 20 (6.21%) TypeScript
9 18 (5.59%) PowerShell
10 17 (5.28%) C++
11 12 (3.73%) Java 8
12 11 (3.42%) Perl
13 9 (2.80%) Go
14 7 (2.17%) C
14 7 (2.17%) VB
14 7 (2.17%) VB.NET
15 4 (1.24%) Scala
16 3 (0.93%) T-SQL
16 3 (0.93%) VBA
Qualifications
1 7 (2.17%) Degree
2 6 (1.86%) AWS Certification
2 6 (1.86%) Computer Science Degree
3 3 (0.93%) CEH
3 3 (0.93%) CISM
3 3 (0.93%) CISSP
4 2 (0.62%) CCNP
4 2 (0.62%) Cisco Certification
5 1 (0.31%) TOGAF Certification
Quality Assurance & Compliance
1 55 (17.08%) QA
2 17 (5.28%) ISO/IEC 27001
3 5 (1.55%) Accessibility
3 5 (1.55%) PCI DSS
4 4 (1.24%) Cyber Essentials
4 4 (1.24%) Data Quality
5 3 (0.93%) GDPR
6 1 (0.31%) Cyber Essentials PLUS
6 1 (0.31%) PSD2
System Software
1 72 (22.36%) Docker
2 7 (2.17%) VMware Infrastructure
3 6 (1.86%) vSphere
4 5 (1.55%) Active Directory
5 4 (1.24%) Gluster
6 3 (0.93%) EMC RecoverPoint
6 3 (0.93%) Hyper-V
7 1 (0.31%) Apache Flume
7 1 (0.31%) HDFS
7 1 (0.31%) VMware ESXi
7 1 (0.31%) XenApp
7 1 (0.31%) XenDesktop
Systems Management
1 64 (19.88%) Terraform
2 44 (13.66%) Kubernetes
3 38 (11.80%) Ansible
4 21 (6.52%) Puppet
5 17 (5.28%) Opscode Chef
6 8 (2.48%) SCCM
7 4 (1.24%) Sysdig
8 3 (0.93%) Istio
8 3 (0.93%) NetBackup
8 3 (0.93%) vRealize
9 1 (0.31%) Oracle Enterprise Manager
9 1 (0.31%) Packer
9 1 (0.31%) SCVMM
9 1 (0.31%) WSUS
Vendors
1 50 (15.53%) Microsoft
2 13 (4.04%) Oracle
3 11 (3.42%) Google
4 10 (3.11%) VMware
5 9 (2.80%) IBM
6 7 (2.17%) Alibaba
6 7 (2.17%) Rackspace
7 5 (1.55%) Cisco
8 4 (1.24%) Ariba
8 4 (1.24%) Dell
8 4 (1.24%) HP
8 4 (1.24%) LexisNexis
8 4 (1.24%) MuleSoft
8 4 (1.24%) Red Hat
8 4 (1.24%) Splunk
9 3 (0.93%) 3PAR
9 3 (0.93%) Brocade
9 3 (0.93%) Salesforce.com
9 3 (0.93%) ServiceNow
9 3 (0.93%) Veritas