Period
to 21 February 2020

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 21 February 2020 with a comparison to the same period in the previous 2 years.

Amazon Web Services (AWS)
England > East Midlands
6 months to
21 Feb 2020
Same period 2019 Same period 2018
Rank 18 26 29
Rank change year-on-year +8 +3 +48
Permanent jobs citing AWS 346 349 426
As % of all permanent IT jobs advertised in the East Midlands 9.76% 8.19% 7.98%
As % of the Cloud Services category 29.70% 34.08% 37.40%
Number of salaries quoted 266 286 358
East Midlands median annual salary £56,250 £52,500 £50,000
Median salary % change year-on-year +7.14% +5.00% +11.11%
10th Percentile £33,750 £33,125 £32,500
90th Percentile £85,000 £84,125 £73,750
England median annual salary £65,000 £63,000 £60,000
% change year-on-year +3.17% +5.00% +4.35%

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 1,165 1,024 1,139
As % of all permanent IT jobs advertised in the East Midlands 32.85% 24.04% 21.34%
Number of salaries quoted 961 774 977
East Midlands median annual salary £45,000 £43,500 £42,555
Median salary % change year-on-year +3.45% +2.22% +0.13%
10th Percentile £24,500 £26,250 £25,000
90th Percentile £77,500 £73,750 £71,250
England median annual salary £55,000 £55,000 £52,500
% change year-on-year - +4.76% +5.00%

AWS
Job Vacancy Trend in the East Midlands

Job postings citing AWS as a percentage 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

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing AWS in the East Midlands.

Salary trend for AWS in the East Midlands

AWS
Salary Histogram in the East Midlands

The salary distribution of IT jobs citing AWS in the East Midlands over the 6 months to 21 February 2020.

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 21 February 2020. 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 -2 204 £67,500 +28.57% 42
Northamptonshire +33 78 £39,000 -29.09% 20
Leicestershire +36 37 £45,000 - 17
Derbyshire +13 26 £45,000 - 9
Lincolnshire -17 2 £31,250 -21.88% 11
AWS
England

For the 6 months to 21 February 2020, 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.

1 173 (50.00%) Azure
2 155 (44.80%) Agile Software Development
3 102 (29.48%) Public Cloud
4 97 (28.03%) Java
5 86 (24.86%) Linux
6 83 (23.99%) JavaScript
6 83 (23.99%) C#
7 81 (23.41%) Microsoft
8 78 (22.54%) DevOps
9 76 (21.97%) Degree
10 75 (21.68%) Web Services
11 71 (20.52%) .NET
11 71 (20.52%) Software Engineering
12 70 (20.23%) Google
13 68 (19.65%) Windows
14 66 (19.08%) GCP
15 60 (17.34%) Finance
16 56 (16.18%) SQL
16 56 (16.18%) AngularJS
17 52 (15.03%) Jenkins
18 49 (14.16%) Python
19 47 (13.58%) HTML
19 47 (13.58%) Big Data
20 46 (13.29%) Git (software)
20 46 (13.29%) PowerShell
21 45 (13.01%) SaaS
21 45 (13.01%) Data Centre
22 44 (12.72%) Retail
23 42 (12.14%) Problem-Solving
24 40 (11.56%) 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 29 (8.38%) Apache Spark
2 27 (7.80%) Elasticsearch
3 8 (2.31%) MS Exchange
3 8 (2.31%) WordPress
4 7 (2.02%) Apache
5 5 (1.45%) PrestaShop
6 3 (0.87%) CMS
7 2 (0.58%) nginx
7 2 (0.58%) OpenStack
7 2 (0.58%) SharePoint
8 1 (0.29%) Confluence
8 1 (0.29%) Mule
8 1 (0.29%) Oracle Service Bus
8 1 (0.29%) Red Hat Fuse
8 1 (0.29%) Tomcat
Applications
1 2 (0.58%) Microsoft Office
2 1 (0.29%) Microsoft Excel
2 1 (0.29%) MS Visio
Business Applications
1 7 (2.02%) SAP S/4HANA
2 5 (1.45%) Magento
3 2 (0.58%) SAP MM
4 1 (0.29%) SAP EHS
4 1 (0.29%) SAP ERP
4 1 (0.29%) SAP SD
4 1 (0.29%) Sparx Enterprise Architect
Cloud Services
1 173 (50.00%) Azure
2 66 (19.08%) GCP
3 45 (13.01%) SaaS
4 23 (6.65%) IaaS
5 22 (6.36%) PaaS
5 22 (6.36%) Serverless
6 21 (6.07%) Office 365
7 19 (5.49%) GitHub
8 18 (5.20%) AWS Lambda
9 10 (2.89%) Amazon EC2
9 10 (2.89%) Virtual Private Cloud
10 9 (2.60%) AWS CloudFormation
11 8 (2.31%) Cloud Computing
12 5 (1.45%) Amazon S3
13 3 (0.87%) Amazon ELB
13 3 (0.87%) Amazon SQS
13 3 (0.87%) Apigee
13 3 (0.87%) AWS CodeBuild
13 3 (0.87%) AWS Fargate
13 3 (0.87%) Boomi
Communications & Networking
1 36 (10.40%) Firewall
2 18 (5.20%) WAN
3 15 (4.34%) SAN
4 10 (2.89%) DNS
4 10 (2.89%) LAN
5 9 (2.60%) HTTP
6 8 (2.31%) Network Security
7 7 (2.02%) BGP
7 7 (2.02%) OSPF
7 7 (2.02%) Spanning Tree
7 7 (2.02%) Wi-Fi
8 6 (1.73%) Extranet
9 5 (1.45%) TCP/IP
10 4 (1.16%) VoIP
10 4 (1.16%) VPN
11 3 (0.87%) Internet
11 3 (0.87%) VSAN
12 2 (0.58%) Cisco ASA
12 2 (0.58%) DHCP
12 2 (0.58%) NetScaler
Database & Business Intelligence
1 47 (13.58%) Big Data
2 36 (10.40%) MySQL
3 29 (8.38%) Hadoop
4 26 (7.51%) HBase
5 24 (6.94%) SQL Server
6 15 (4.34%) Flink
7 14 (4.05%) NoSQL
8 12 (3.47%) Apache Hive
8 12 (3.47%) Impala
9 8 (2.31%) Amazon Aurora
10 7 (2.02%) MongoDB
11 5 (1.45%) Amazon DynamoDB
11 5 (1.45%) Amazon RDS
11 5 (1.45%) Firebird
11 5 (1.45%) MariaDB
12 3 (0.87%) PostgreSQL
12 3 (0.87%) Relational Database
12 3 (0.87%) SQL Server 2016
13 2 (0.58%) Data Lake
13 2 (0.58%) Power BI
Development Applications
1 52 (15.03%) Jenkins
2 46 (13.29%) Git (software)
3 21 (6.07%) JIRA
4 16 (4.62%) Selenium
5 14 (4.05%) Visual Studio
6 13 (3.76%) Cucumber
7 11 (3.18%) Subversion
8 9 (2.60%) Maven
8 9 (2.60%) Xcode
9 7 (2.02%) Bitbucket
10 4 (1.16%) TeamCity
11 3 (0.87%) Ant
11 3 (0.87%) SonarQube
12 2 (0.58%) Artifactory
12 2 (0.58%) Bundler
12 2 (0.58%) Gradle
12 2 (0.58%) RSpec
12 2 (0.58%) Sonatype Nexus
12 2 (0.58%) Travis CI
13 1 (0.29%) Team Foundation Server
General
1 60 (17.34%) Finance
2 44 (12.72%) Retail
3 19 (5.49%) Public Sector
4 15 (4.34%) Banking
5 6 (1.73%) Games
6 4 (1.16%) Law
7 3 (0.87%) Telecoms
8 2 (0.58%) Financial Institution
8 2 (0.58%) Local Government
8 2 (0.58%) Marketing
9 1 (0.29%) Back Office
9 1 (0.29%) Billing
9 1 (0.29%) Manufacturing
9 1 (0.29%) Spanish Language
Job Titles
1 110 (31.79%) Developer
2 36 (10.40%) Cloud Engineer
3 33 (9.54%) Analyst
4 30 (8.67%) Senior Developer
5 29 (8.38%) Software Engineer
6 28 (8.09%) Java Developer
6 28 (8.09%) Lead Developer
7 27 (7.80%) Full Stack Developer
8 25 (7.23%) .NET Developer
8 25 (7.23%) Architect
9 23 (6.65%) C# Developer
10 22 (6.36%) DevOps Engineer
11 19 (5.49%) Azure Engineer
11 19 (5.49%) Software Developer
12 18 (5.20%) Lead Java Developer
13 15 (4.34%) Senior Java Developer
14 14 (4.05%) Big Data Engineer
14 14 (4.05%) Infrastructure Analyst
14 14 (4.05%) Lead Software Engineer
15 13 (3.76%) AWS Engineer
Libraries, Frameworks & Software Standards
1 75 (21.68%) Web Services
2 71 (20.52%) .NET
3 56 (16.18%) AngularJS
4 47 (13.58%) HTML
5 40 (11.56%) CSS
6 32 (9.25%) Spring
7 31 (8.96%) Node.js
8 24 (6.94%) RESTful
9 22 (6.36%) ASP.NET
9 22 (6.36%) jQuery
10 21 (6.07%) REST
11 17 (4.91%) J2EE
12 16 (4.62%) HTML5
13 15 (4.34%) .NET Core
13 15 (4.34%) .NET Framework
13 15 (4.34%) RabbitMQ
14 13 (3.76%) SOAP
14 13 (3.76%) XML
15 12 (3.47%) JSON
15 12 (3.47%) React
Miscellaneous
1 102 (29.48%) Public Cloud
2 45 (13.01%) Data Centre
3 34 (9.83%) Cloud Native
4 18 (5.20%) Analytical Skills
5 17 (4.91%) Enterprise Software
6 16 (4.62%) Enterprise Cloud
6 16 (4.62%) Virtual Team
7 15 (4.34%) Mobile App
8 14 (4.05%) Greenfield Project
9 11 (3.18%) Self-Motivation
10 7 (2.02%) Management Information System
10 7 (2.02%) User Experience
11 5 (1.45%) EPoS
12 4 (1.16%) Hybrid Cloud
12 4 (1.16%) Private Cloud
13 3 (0.87%) Linux Command Line
13 3 (0.87%) Security Operations Centre
14 2 (0.58%) Algorithms
14 2 (0.58%) Cyberattack
14 2 (0.58%) Xbox
Operating Systems
1 86 (24.86%) Linux
2 68 (19.65%) Windows
3 20 (5.78%) Red Hat Enterprise Linux
4 19 (5.49%) Ubuntu
5 12 (3.47%) Windows Server 2003
6 8 (2.31%) Windows 10
6 8 (2.31%) Windows Server
7 7 (2.02%) Apple iOS
8 6 (1.73%) Windows Server 2012
9 4 (1.16%) Windows 8
10 3 (0.87%) Android
11 2 (0.58%) Unix
11 2 (0.58%) Windows Server 2008
12 1 (0.29%) AIX
12 1 (0.29%) CentOS
12 1 (0.29%) Debian
12 1 (0.29%) Mac OS X
Processes & Methodologies
1 155 (44.80%) Agile Software Development
2 78 (22.54%) DevOps
3 71 (20.52%) Software Engineering
4 42 (12.14%) Problem-Solving
5 37 (10.69%) Test Automation
6 36 (10.40%) Analytics
7 32 (9.25%) Technical Leadership
8 30 (8.67%) Project Delivery
8 30 (8.67%) Scrum
9 29 (8.38%) MVC
10 28 (8.09%) Mentoring
10 28 (8.09%) Multichannel Retail
11 27 (7.80%) Infrastructure Engineering
12 26 (7.51%) OOP
12 26 (7.51%) Unit Testing
13 25 (7.23%) Configuration Management
14 24 (6.94%) Microservices
15 23 (6.65%) Migration
16 22 (6.36%) Computer Science
16 22 (6.36%) ITIL
Programming Languages
1 97 (28.03%) Java
2 83 (23.99%) C#
2 83 (23.99%) JavaScript
3 56 (16.18%) SQL
4 49 (14.16%) Python
5 46 (13.29%) PowerShell
6 21 (6.07%) Bash Shell
6 21 (6.07%) PHP
7 20 (5.78%) C++
8 15 (4.34%) T-SQL
9 13 (3.76%) Scala
10 10 (2.89%) Ruby
10 10 (2.89%) VB.NET
11 7 (2.02%) Go
11 7 (2.02%) PHP 7
12 5 (1.45%) Apple Swift
12 5 (1.45%) Objective-C
12 5 (1.45%) PHP 5
13 4 (1.16%) Java 8
14 2 (0.58%) ABAP
Qualifications
1 76 (21.97%) Degree
2 27 (7.80%) Computer Science Degree
3 26 (7.51%) AWS Certification
4 14 (4.05%) Microsoft Certification
5 10 (2.89%) Cisco Certification
6 9 (2.60%) CISM
6 9 (2.60%) CISSP
7 8 (2.31%) MCSE
8 7 (2.02%) Master's Degree
9 6 (1.73%) MCSA
10 5 (1.45%) CCNP
10 5 (1.45%) ITIL Certification
10 5 (1.45%) SAP Certification
11 3 (0.87%) MCITP
11 3 (0.87%) MCTS
11 3 (0.87%) Sun Certification
12 2 (0.58%) CEH
13 1 (0.29%) CISA
13 1 (0.29%) Oracle Certification
13 1 (0.29%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 9 (2.60%) ISO/IEC 27001
2 5 (1.45%) NIST
2 5 (1.45%) PCI DSS
3 4 (1.16%) SLA
4 2 (0.58%) Cyber Essentials
4 2 (0.58%) Cyber Essentials PLUS
4 2 (0.58%) GDPR
4 2 (0.58%) PSD2
5 1 (0.29%) Data Quality
5 1 (0.29%) ISO 9001
5 1 (0.29%) ISO/IEC 20000
5 1 (0.29%) PMO
5 1 (0.29%) QA
System Software
1 38 (10.98%) Docker
2 32 (9.25%) Active Directory
3 27 (7.80%) Hyper-V
4 23 (6.65%) VMware Infrastructure
5 14 (4.05%) XenApp
6 13 (3.76%) Virtual Machines
7 12 (3.47%) HDFS
8 7 (2.02%) ProxySG
9 6 (1.73%) vSphere
10 3 (0.87%) VMware ESXi
11 2 (0.58%) Microsoft App-V
11 2 (0.58%) Terminal Services
11 2 (0.58%) Virtual Desktop
11 2 (0.58%) XenDesktop
12 1 (0.29%) Citrix Hypervisor
12 1 (0.29%) Kamailio
Systems Management
1 36 (10.40%) Ansible
2 35 (10.12%) Puppet
3 32 (9.25%) Kubernetes
4 30 (8.67%) Terraform
5 26 (7.51%) Opscode Chef
6 16 (4.62%) SCCM
7 15 (4.34%) SCOM
8 14 (4.05%) WSUS
9 12 (3.47%) SCVMM
10 10 (2.89%) ZABBIX
11 6 (1.73%) Rancher
12 4 (1.16%) Nessus
13 3 (0.87%) vCenter Server
14 2 (0.58%) Single Sign-On
15 1 (0.29%) Kibana
15 1 (0.29%) Microsoft Intune
Vendors
1 81 (23.41%) Microsoft
2 70 (20.23%) Google
3 39 (11.27%) Cisco
4 31 (8.96%) VMware
5 18 (5.20%) Citrix
5 18 (5.20%) Red Hat
6 17 (4.91%) HP
6 17 (4.91%) Oracle
7 14 (4.05%) NetApp
8 13 (3.76%) Splunk
9 11 (3.18%) Alibaba
10 9 (2.60%) New Relic
10 9 (2.60%) SAP
11 7 (2.02%) Aruba
11 7 (2.02%) Blue Coat
11 7 (2.02%) CheckPoint
11 7 (2.02%) F5
11 7 (2.02%) Meraki
11 7 (2.02%) Tufin
12 6 (1.73%) AppDynamics