Period
to 16 November 2019

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 16 November 2019 with a comparison to the same period in the previous 2 years.

Amazon Web Services (AWS)
England > East Midlands
6 months to
16 Nov 2019
Same period 2018 Same period 2017
Rank 16 29 47
Rank change year-on-year +13 +18 +45
Permanent jobs citing AWS 438 343 268
As % of all permanent IT jobs advertised in the East Midlands 11.08% 7.35% 5.15%
As % of the Cloud Services category 33.31% 29.80% 29.13%
Number of salaries quoted 349 263 235
East Midlands median annual salary £52,500 £52,500 £50,000
Median salary % change year-on-year - +5.00% +5.26%
10th Percentile £31,250 £31,250 £31,250
90th Percentile £87,500 £87,900 £72,500
England median annual salary £65,000 £62,500 £60,000
% change year-on-year +4.00% +4.17% +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 1,315 1,151 920
As % of all permanent IT jobs advertised in the East Midlands 33.27% 24.67% 17.70%
Number of salaries quoted 1,101 922 784
East Midlands median annual salary £45,000 £44,000 £40,000
Median salary % change year-on-year +2.27% +10.00% -3.61%
10th Percentile £26,250 £26,250 £23,400
90th Percentile £73,750 £73,750 £65,000
England median annual salary £55,000 £55,000 £52,000
% change year-on-year - +5.77% +0.97%

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 16 November 2019.

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 16 November 2019. 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 +4 257 £57,500 +12.20% 51
Northamptonshire +44 82 £50,000 -6.98% 11
Leicestershire +39 61 £40,000 -11.11% 20
Derbyshire +7 31 £52,500 +5.00% 4
Lincolnshire -11 7 £45,000 +28.57% 6
AWS
England

For the 6 months to 16 November 2019, 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.

1 237 (54.11%) Azure
2 210 (47.95%) Agile Software Development
3 140 (31.96%) JavaScript
4 119 (27.17%) Java
5 116 (26.48%) Web Services
6 114 (26.03%) Linux
7 107 (24.43%) Degree
8 106 (24.20%) Microsoft
9 100 (22.83%) C#
10 99 (22.60%) SQL
11 98 (22.37%) .NET
12 97 (22.15%) Python
13 93 (21.23%) GCP
13 93 (21.23%) Public Cloud
14 91 (20.78%) AngularJS
15 89 (20.32%) Windows
16 87 (19.86%) Finance
17 84 (19.18%) HTML
17 84 (19.18%) DevOps
18 78 (17.81%) CSS
19 73 (16.67%) Docker
20 69 (15.75%) Google
21 66 (15.07%) Node.js
22 63 (14.38%) Test Automation
23 62 (14.16%) Jenkins
24 61 (13.93%) Git (software)
24 61 (13.93%) Retail
25 52 (11.87%) Kubernetes
26 51 (11.64%) Problem-Solving
26 51 (11.64%) Spring

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 27 (6.16%) Elasticsearch
2 18 (4.11%) Apache Spark
3 11 (2.51%) SharePoint
4 8 (1.83%) Apache
4 8 (1.83%) Confluence
4 8 (1.83%) MS Exchange
5 7 (1.60%) nginx
6 5 (1.14%) WordPress
7 4 (0.91%) Tomcat
8 3 (0.68%) iPlanet
8 3 (0.68%) JBoss
8 3 (0.68%) OpenStack
8 3 (0.68%) Oracle Service Bus
8 3 (0.68%) PrestaShop
8 3 (0.68%) WebLogic
9 2 (0.46%) WebSphere
10 1 (0.23%) Exchange Server 2010
10 1 (0.23%) Exchange Server 2013
10 1 (0.23%) Mule
10 1 (0.23%) Oracle Workflow
Applications
1 2 (0.46%) Microsoft Excel
1 2 (0.46%) Microsoft Office
2 1 (0.23%) MS Visio
Business Applications
1 7 (1.60%) SAP ERP
1 7 (1.60%) SAP S/4HANA
2 3 (0.68%) Magento
3 2 (0.46%) Dynamics AX
3 2 (0.46%) NetSuite
3 2 (0.46%) SAP MM
4 1 (0.23%) SAP EHS
4 1 (0.23%) SAP SD
Cloud Services
1 237 (54.11%) Azure
2 93 (21.23%) GCP
3 46 (10.50%) Office 365
4 37 (8.45%) SaaS
5 35 (7.99%) Serverless
6 30 (6.85%) IaaS
7 23 (5.25%) GitHub
7 23 (5.25%) PaaS
8 21 (4.79%) AWS CloudFormation
8 21 (4.79%) AWS Lambda
9 16 (3.65%) Cloud Computing
10 11 (2.51%) Virtual Private Cloud
11 8 (1.83%) Amazon Cognito
11 8 (1.83%) AWS CodePipeline
11 8 (1.83%) Power Platform
12 7 (1.60%) AWS Fargate
13 6 (1.37%) Amazon EC2
13 6 (1.37%) npm
14 5 (1.14%) Datadog
14 5 (1.14%) DigitalOcean
Communications & Networking
1 44 (10.05%) Firewall
2 16 (3.65%) WAN
3 14 (3.20%) DNS
4 10 (2.28%) HTTP
4 10 (2.28%) VoIP
4 10 (2.28%) VPN
5 9 (2.05%) LAN
6 6 (1.37%) Extranet
6 6 (1.37%) TCP/IP
7 5 (1.14%) DHCP
7 5 (1.14%) SAN
8 3 (0.68%) Network Security
9 2 (0.46%) BGP
9 2 (0.46%) Internet
9 2 (0.46%) NetScaler
9 2 (0.46%) OSPF
9 2 (0.46%) Spanning Tree
9 2 (0.46%) VSAN
9 2 (0.46%) Wi-Fi
10 1 (0.23%) FTP
Database & Business Intelligence
1 44 (10.05%) MySQL
2 38 (8.68%) SQL Server
3 34 (7.76%) Big Data
4 16 (3.65%) Hadoop
5 15 (3.42%) Amazon Aurora
5 15 (3.42%) MongoDB
5 15 (3.42%) NoSQL
6 13 (2.97%) HBase
7 11 (2.51%) PostgreSQL
8 10 (2.28%) Amazon RDS
8 10 (2.28%) Flink
8 10 (2.28%) SQL Server Integration Services
9 8 (1.83%) Amazon DynamoDB
9 8 (1.83%) Looker
9 8 (1.83%) Power BI
9 8 (1.83%) Relational Database
10 7 (1.60%) MariaDB
10 7 (1.60%) SQL Server 2012
11 6 (1.37%) SQL Server Analysis Services
11 6 (1.37%) SQL Server Reporting Services
Development Applications
1 62 (14.16%) Jenkins
2 61 (13.93%) Git (software)
3 36 (8.22%) JIRA
4 26 (5.94%) Selenium
5 23 (5.25%) Cucumber
6 22 (5.02%) Maven
6 22 (5.02%) Visual Studio
7 13 (2.97%) Bitbucket
8 10 (2.28%) Gradle
8 10 (2.28%) Xcode
9 9 (2.05%) Subversion
9 9 (2.05%) WebDriver
10 7 (1.60%) Gatling
10 7 (1.60%) Jasmine
10 7 (1.60%) Octopus Deploy
10 7 (1.60%) Protractor
10 7 (1.60%) webpack
11 6 (1.37%) Mocha
12 5 (1.14%) Ant
12 5 (1.14%) SonarQube
General
1 87 (19.86%) Finance
2 61 (13.93%) Retail
3 38 (8.68%) Public Sector
4 22 (5.02%) Marketing
5 20 (4.57%) Manufacturing
5 20 (4.57%) Telecoms
6 19 (4.34%) Banking
7 14 (3.20%) Electronics
8 7 (1.60%) Games
9 2 (0.46%) Financial Institution
9 2 (0.46%) Local Government
10 1 (0.23%) Aerospace
10 1 (0.23%) Automotive
10 1 (0.23%) Military
10 1 (0.23%) Spanish Language
Job Titles
1 158 (36.07%) Developer
2 44 (10.05%) Architect
3 43 (9.82%) C# Developer
4 38 (8.68%) Cloud Engineer
5 35 (7.99%) .NET Developer
6 34 (7.76%) DevOps Engineer
6 34 (7.76%) Software Developer
7 32 (7.31%) Full Stack Developer
7 32 (7.31%) Software Engineer
8 30 (6.85%) AWS Developer
9 29 (6.62%) Analyst
10 28 (6.39%) C# .NET Developer
11 26 (5.94%) Senior Developer
12 23 (5.25%) Java Developer
13 19 (4.34%) AWS Engineer
14 17 (3.88%) JavaScript Developer
14 17 (3.88%) Lead Developer
15 16 (3.65%) Consultant
16 15 (3.42%) C# Software Developer
16 15 (3.42%) Solutions Architect
Libraries, Frameworks & Software Standards
1 116 (26.48%) Web Services
2 98 (22.37%) .NET
3 91 (20.78%) AngularJS
4 84 (19.18%) HTML
5 78 (17.81%) CSS
6 66 (15.07%) Node.js
7 51 (11.64%) Spring
8 37 (8.45%) REST
8 37 (8.45%) RESTful
9 35 (7.99%) React
10 32 (7.31%) HTML5
11 26 (5.94%) .NET Core
12 24 (5.48%) OAuth
13 22 (5.02%) Vue.js
14 19 (4.34%) J2EE
14 19 (4.34%) jQuery
15 18 (4.11%) ASP.NET
16 17 (3.88%) SAML
17 14 (3.20%) JSON
18 12 (2.74%) .NET Framework
Miscellaneous
1 93 (21.23%) Public Cloud
2 48 (10.96%) Data Centre
3 36 (8.22%) Virtual Team
4 28 (6.39%) Cloud Native
5 24 (5.48%) Self-Motivation
6 20 (4.57%) Analytical Skills
7 15 (3.42%) Management Information System
8 14 (3.20%) Mobile App
8 14 (3.20%) User Experience
9 11 (2.51%) Algorithms
9 11 (2.51%) Enterprise Software
10 9 (2.05%) Data Structures
10 9 (2.05%) Enterprise Cloud
10 9 (2.05%) Greenfield Project
10 9 (2.05%) Linux Command Line
11 7 (1.60%) NHS
12 6 (1.37%) Hybrid Cloud
13 4 (0.91%) EPoS
13 4 (0.91%) Replication
14 3 (0.68%) Private Cloud
Operating Systems
1 114 (26.03%) Linux
2 89 (20.32%) Windows
3 12 (2.74%) Windows 10
3 12 (2.74%) Windows Server
4 9 (2.05%) AIX
4 9 (2.05%) Apple iOS
4 9 (2.05%) Windows Server 2012
5 8 (1.83%) Red Hat Enterprise Linux
6 6 (1.37%) Ubuntu
6 6 (1.37%) Unix
6 6 (1.37%) Windows Server 2003
7 5 (1.14%) CentOS
7 5 (1.14%) Windows 8
8 4 (0.91%) Windows Server 2008
9 3 (0.68%) Android
Processes & Methodologies
1 210 (47.95%) Agile Software Development
2 84 (19.18%) DevOps
3 63 (14.38%) Test Automation
4 51 (11.64%) Problem-Solving
5 50 (11.42%) Microservices
6 49 (11.19%) Cybersecurity
6 49 (11.19%) Software Engineering
7 44 (10.05%) Unit Testing
8 43 (9.82%) Mentoring
9 40 (9.13%) Computer Science
10 39 (8.90%) Scrum
11 38 (8.68%) ITIL
12 37 (8.45%) Business Intelligence
13 35 (7.99%) Coaching
14 32 (7.31%) Analytics
14 32 (7.31%) Continuous Integration
15 31 (7.08%) TDD
16 30 (6.85%) Migration
17 29 (6.62%) MVC
18 28 (6.39%) Information Security
Programming Languages
1 140 (31.96%) JavaScript
2 119 (27.17%) Java
3 100 (22.83%) C#
4 99 (22.60%) SQL
5 97 (22.15%) Python
6 41 (9.36%) PowerShell
7 29 (6.62%) Bash Shell
8 21 (4.79%) PHP
9 20 (4.57%) Java 8
10 19 (4.34%) C++
10 19 (4.34%) T-SQL
11 16 (3.65%) Go
12 10 (2.28%) VB.NET
13 9 (2.05%) Objective-C
13 9 (2.05%) Ruby
13 9 (2.05%) VBScript
14 8 (1.83%) Apple Swift
15 7 (1.60%) ES6
15 7 (1.60%) ES7
16 5 (1.14%) TypeScript
Qualifications
1 107 (24.43%) Degree
2 33 (7.53%) Computer Science Degree
3 32 (7.31%) CISM
3 32 (7.31%) CISSP
4 28 (6.39%) Master's Degree
5 23 (5.25%) Microsoft Certification
6 17 (3.88%) MCSE
7 14 (3.20%) CISA
8 13 (2.97%) CRISC
9 11 (2.51%) AWS Certification
9 11 (2.51%) Cisco Certification
9 11 (2.51%) MCSA
10 10 (2.28%) ISEB
10 10 (2.28%) VMware Certified Professional (VCP)
11 6 (1.37%) ITIL Certification
11 6 (1.37%) PMI Certification
11 6 (1.37%) PMP
12 5 (1.14%) CEH
12 5 (1.14%) SAP Certification
12 5 (1.14%) Security Cleared
Quality Assurance & Compliance
1 19 (4.34%) GDPR
2 18 (4.11%) ISO/IEC 27001
3 16 (3.65%) PCI DSS
4 12 (2.74%) NIST
5 10 (2.28%) COBIT
5 10 (2.28%) SLA
6 6 (1.37%) QA
7 5 (1.14%) Cyber Essentials
8 2 (0.46%) Cyber Essentials PLUS
9 1 (0.23%) Data Quality
9 1 (0.23%) ISO 9001
9 1 (0.23%) NCSC
9 1 (0.23%) PMO
9 1 (0.23%) PSD2
System Software
1 73 (16.67%) Docker
2 42 (9.59%) Active Directory
3 41 (9.36%) Hyper-V
4 35 (7.99%) VMware Infrastructure
5 9 (2.05%) Citrix Hypervisor
5 9 (2.05%) vSphere
6 8 (1.83%) XenApp
7 7 (1.60%) Virtual Machines
8 4 (0.91%) VMware ESXi
9 2 (0.46%) Microsoft App-V
9 2 (0.46%) ProxySG
9 2 (0.46%) Terminal Services
9 2 (0.46%) Virtual Desktop
9 2 (0.46%) XenDesktop
10 1 (0.23%) Apache ZooKeeper
10 1 (0.23%) Firmware
10 1 (0.23%) Virtual Servers
Systems Management
1 52 (11.87%) Kubernetes
2 45 (10.27%) Ansible
3 38 (8.68%) Terraform
4 32 (7.31%) Puppet
5 25 (5.71%) Opscode Chef
6 11 (2.51%) Nessus
7 9 (2.05%) SCCM
8 6 (1.37%) SCVMM
8 6 (1.37%) ZABBIX
9 5 (1.14%) Grafana
9 5 (1.14%) Nagios
9 5 (1.14%) Packer
9 5 (1.14%) Prometheus
10 4 (0.91%) Microsoft Intune
11 3 (0.68%) Icinga
11 3 (0.68%) SCOM
11 3 (0.68%) Single Sign-On
11 3 (0.68%) WSUS
12 2 (0.46%) Mesos
12 2 (0.46%) vCenter Server
Vendors
1 106 (24.20%) Microsoft
2 69 (15.75%) Google
3 47 (10.73%) VMware
4 32 (7.31%) Cisco
5 27 (6.16%) Oracle
5 27 (6.16%) SAP
6 22 (5.02%) Citrix
7 20 (4.57%) Splunk
8 16 (3.65%) ForgeRock
9 15 (3.42%) Tableau
10 13 (2.97%) IBM
11 12 (2.74%) New Relic
12 11 (2.51%) Talend
13 9 (2.05%) Alibaba
13 9 (2.05%) Red Hat
14 8 (1.83%) MicroStrategy
14 8 (1.83%) Snowplow
15 7 (1.60%) AppDynamics
15 7 (1.60%) HP
15 7 (1.60%) SaltStack