Period
to 14 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 14 November 2019 with a comparison to the same period in the previous 2 years.

Amazon Web Services (AWS)
England > East Midlands
6 months to
14 Nov 2019
Same period 2018 Same period 2017
Rank 16 28 49
Rank change year-on-year +12 +21 +48
Permanent jobs citing AWS 444 343 268
As % of all permanent IT jobs advertised in the East Midlands 11.10% 7.33% 5.14%
As % of the Cloud Services category 33.28% 29.72% 29.19%
Number of salaries quoted 352 262 236
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 £88,000 £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 1,334 1,154 918
As % of all permanent IT jobs advertised in the East Midlands 33.35% 24.66% 17.62%
Number of salaries quoted 1,115 926 784
East Midlands median annual salary £45,000 £44,000 £40,000
Median salary % change year-on-year +2.27% +10.00% -
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% +1.16%

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 14 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 14 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 +3 263 £60,000 +20.00% 47
Northamptonshire +41 83 £50,000 -9.09% 11
Leicestershire +37 60 £40,000 -11.11% 20
Derbyshire +9 31 £52,500 +5.00% 2
Lincolnshire -9 7 £45,000 +28.57% 7
AWS
England

For the 6 months to 14 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.

1 238 (53.60%) Azure
2 215 (48.42%) Agile Software Development
3 141 (31.76%) JavaScript
4 122 (27.48%) Java
5 120 (27.03%) Web Services
6 117 (26.35%) Linux
7 109 (24.55%) Degree
8 108 (24.32%) Microsoft
9 102 (22.97%) C#
10 100 (22.52%) SQL
10 100 (22.52%) .NET
11 99 (22.30%) Python
12 95 (21.40%) GCP
13 93 (20.95%) Public Cloud
14 92 (20.72%) AngularJS
15 89 (20.05%) Windows
16 88 (19.82%) Finance
17 86 (19.37%) DevOps
18 83 (18.69%) HTML
19 77 (17.34%) CSS
20 73 (16.44%) Docker
21 72 (16.22%) Google
22 66 (14.86%) Node.js
23 65 (14.64%) Test Automation
24 63 (14.19%) Jenkins
25 61 (13.74%) Git (software)
25 61 (13.74%) Retail
26 52 (11.71%) Spring
26 52 (11.71%) Microservices
26 52 (11.71%) Kubernetes

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 (6.08%) Elasticsearch
2 18 (4.05%) Apache Spark
3 11 (2.48%) SharePoint
4 8 (1.80%) Apache
4 8 (1.80%) Confluence
4 8 (1.80%) MS Exchange
5 7 (1.58%) nginx
6 5 (1.13%) WordPress
7 4 (0.90%) OpenStack
7 4 (0.90%) Tomcat
8 3 (0.68%) iPlanet
8 3 (0.68%) JBoss
8 3 (0.68%) Oracle Service Bus
8 3 (0.68%) PrestaShop
8 3 (0.68%) WebLogic
9 2 (0.45%) 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 3 (0.68%) Microsoft Excel
1 3 (0.68%) Microsoft Office
2 1 (0.23%) Microsoft PowerPoint
2 1 (0.23%) MS Visio
Business Applications
1 7 (1.58%) SAP ERP
1 7 (1.58%) SAP S/4HANA
2 3 (0.68%) Magento
3 2 (0.45%) Dynamics AX
3 2 (0.45%) NetSuite
3 2 (0.45%) SAP MM
4 1 (0.23%) SAP EHS
4 1 (0.23%) SAP SD
Cloud Services
1 238 (53.60%) Azure
2 95 (21.40%) GCP
3 48 (10.81%) Office 365
4 37 (8.33%) SaaS
5 35 (7.88%) Serverless
6 29 (6.53%) IaaS
7 23 (5.18%) GitHub
8 22 (4.95%) PaaS
9 21 (4.73%) AWS CloudFormation
9 21 (4.73%) AWS Lambda
10 16 (3.60%) Cloud Computing
11 11 (2.48%) Virtual Private Cloud
12 8 (1.80%) Amazon Cognito
12 8 (1.80%) AWS CodePipeline
12 8 (1.80%) Power Platform
13 7 (1.58%) AWS Fargate
14 6 (1.35%) Amazon EC2
14 6 (1.35%) npm
15 5 (1.13%) Azure Active Directory
15 5 (1.13%) OpenShift
Communications & Networking
1 46 (10.36%) Firewall
2 16 (3.60%) WAN
3 14 (3.15%) DNS
4 10 (2.25%) HTTP
4 10 (2.25%) VoIP
4 10 (2.25%) VPN
5 9 (2.03%) LAN
6 6 (1.35%) Extranet
6 6 (1.35%) TCP/IP
7 5 (1.13%) DHCP
7 5 (1.13%) SAN
8 3 (0.68%) Network Security
9 2 (0.45%) BGP
9 2 (0.45%) Internet
9 2 (0.45%) NetScaler
9 2 (0.45%) OSPF
9 2 (0.45%) Spanning Tree
9 2 (0.45%) VSAN
9 2 (0.45%) Wi-Fi
10 1 (0.23%) FTP
Database & Business Intelligence
1 44 (9.91%) MySQL
2 37 (8.33%) SQL Server
3 35 (7.88%) Big Data
4 16 (3.60%) Hadoop
5 15 (3.38%) Amazon Aurora
5 15 (3.38%) MongoDB
5 15 (3.38%) NoSQL
6 13 (2.93%) HBase
7 11 (2.48%) PostgreSQL
8 10 (2.25%) Amazon RDS
8 10 (2.25%) Flink
8 10 (2.25%) SQL Server Integration Services
9 8 (1.80%) Amazon DynamoDB
9 8 (1.80%) Looker
9 8 (1.80%) Power BI
9 8 (1.80%) Relational Database
9 8 (1.80%) SQL Server 2012
10 7 (1.58%) MariaDB
11 6 (1.35%) SQL Server Analysis Services
11 6 (1.35%) SQL Server Reporting Services
Development Applications
1 63 (14.19%) Jenkins
2 61 (13.74%) Git (software)
3 39 (8.78%) JIRA
4 27 (6.08%) Selenium
5 24 (5.41%) Cucumber
6 23 (5.18%) Maven
6 23 (5.18%) Visual Studio
7 13 (2.93%) Bitbucket
8 10 (2.25%) Gradle
8 10 (2.25%) WebDriver
8 10 (2.25%) Xcode
9 9 (2.03%) Subversion
10 7 (1.58%) Gatling
10 7 (1.58%) Jasmine
10 7 (1.58%) Octopus Deploy
10 7 (1.58%) Protractor
10 7 (1.58%) webpack
11 6 (1.35%) Mocha
12 5 (1.13%) Ant
12 5 (1.13%) SonarQube
General
1 88 (19.82%) Finance
2 61 (13.74%) Retail
3 38 (8.56%) Public Sector
4 23 (5.18%) Marketing
5 21 (4.73%) Telecoms
6 20 (4.50%) Manufacturing
7 19 (4.28%) Banking
8 14 (3.15%) Electronics
9 7 (1.58%) Games
10 2 (0.45%) Financial Institution
10 2 (0.45%) Local Government
11 1 (0.23%) Aerospace
11 1 (0.23%) Automotive
11 1 (0.23%) Military
11 1 (0.23%) Spanish Language
Job Titles
1 156 (35.14%) Developer
2 44 (9.91%) Architect
3 41 (9.23%) C# Developer
4 38 (8.56%) Cloud Engineer
5 35 (7.88%) .NET Developer
6 34 (7.66%) DevOps Engineer
6 34 (7.66%) Software Developer
7 33 (7.43%) Software Engineer
8 30 (6.76%) AWS Developer
8 30 (6.76%) Full Stack Developer
9 29 (6.53%) Analyst
10 28 (6.31%) C# .NET Developer
11 26 (5.86%) Senior Developer
12 23 (5.18%) Java Developer
13 19 (4.28%) AWS Engineer
14 17 (3.83%) Lead Developer
15 16 (3.60%) Consultant
16 15 (3.38%) C# Software Developer
16 15 (3.38%) JavaScript Developer
16 15 (3.38%) Solutions Architect
Libraries, Frameworks & Software Standards
1 120 (27.03%) Web Services
2 100 (22.52%) .NET
3 92 (20.72%) AngularJS
4 83 (18.69%) HTML
5 77 (17.34%) CSS
6 66 (14.86%) Node.js
7 52 (11.71%) Spring
8 38 (8.56%) RESTful
9 37 (8.33%) REST
10 33 (7.43%) React
11 32 (7.21%) HTML5
12 28 (6.31%) .NET Core
13 24 (5.41%) OAuth
14 22 (4.95%) Vue.js
15 19 (4.28%) J2EE
15 19 (4.28%) jQuery
16 18 (4.05%) SAML
17 16 (3.60%) ASP.NET
18 13 (2.93%) JSON
19 12 (2.70%) XML
Miscellaneous
1 93 (20.95%) Public Cloud
2 50 (11.26%) Data Centre
3 36 (8.11%) Virtual Team
4 27 (6.08%) Cloud Native
5 23 (5.18%) Self-Motivation
6 20 (4.50%) Analytical Skills
7 15 (3.38%) Management Information System
8 14 (3.15%) Mobile App
8 14 (3.15%) User Experience
9 11 (2.48%) Algorithms
9 11 (2.48%) Enterprise Software
10 10 (2.25%) Greenfield Project
11 9 (2.03%) Data Structures
11 9 (2.03%) Linux Command Line
12 8 (1.80%) Enterprise Cloud
13 7 (1.58%) NHS
14 6 (1.35%) Hybrid Cloud
15 4 (0.90%) EPoS
15 4 (0.90%) Replication
16 3 (0.68%) Private Cloud
Operating Systems
1 117 (26.35%) Linux
2 89 (20.05%) Windows
3 12 (2.70%) Windows 10
3 12 (2.70%) Windows Server
4 9 (2.03%) AIX
4 9 (2.03%) Apple iOS
4 9 (2.03%) Red Hat Enterprise Linux
4 9 (2.03%) Windows Server 2012
5 6 (1.35%) Ubuntu
5 6 (1.35%) Unix
5 6 (1.35%) Windows Server 2003
6 5 (1.13%) CentOS
6 5 (1.13%) Windows 8
7 4 (0.90%) Windows Server 2008
8 3 (0.68%) Android
Processes & Methodologies
1 215 (48.42%) Agile Software Development
2 86 (19.37%) DevOps
3 65 (14.64%) Test Automation
4 52 (11.71%) Microservices
4 52 (11.71%) Problem-Solving
5 51 (11.49%) Software Engineering
6 49 (11.04%) Cybersecurity
7 46 (10.36%) Mentoring
8 44 (9.91%) Unit Testing
9 42 (9.46%) Computer Science
10 40 (9.01%) ITIL
10 40 (9.01%) Scrum
11 37 (8.33%) Business Intelligence
12 35 (7.88%) Coaching
13 32 (7.21%) Analytics
13 32 (7.21%) Continuous Integration
13 32 (7.21%) TDD
14 30 (6.76%) Migration
14 30 (6.76%) Project Management
15 29 (6.53%) MVC
Programming Languages
1 141 (31.76%) JavaScript
2 122 (27.48%) Java
3 102 (22.97%) C#
4 100 (22.52%) SQL
5 99 (22.30%) Python
6 42 (9.46%) PowerShell
7 29 (6.53%) Bash Shell
8 21 (4.73%) PHP
9 20 (4.50%) Java 8
9 20 (4.50%) T-SQL
10 19 (4.28%) C++
11 16 (3.60%) Go
12 11 (2.48%) Ruby
13 10 (2.25%) VB.NET
14 9 (2.03%) Objective-C
14 9 (2.03%) VBScript
15 8 (1.80%) Apple Swift
16 7 (1.58%) ES6
16 7 (1.58%) ES7
17 6 (1.35%) TypeScript
Qualifications
1 109 (24.55%) Degree
2 34 (7.66%) CISM
2 34 (7.66%) CISSP
3 33 (7.43%) Computer Science Degree
4 28 (6.31%) Master's Degree
5 23 (5.18%) Microsoft Certification
6 17 (3.83%) MCSE
7 16 (3.60%) CISA
8 15 (3.38%) CRISC
9 11 (2.48%) AWS Certification
9 11 (2.48%) Cisco Certification
9 11 (2.48%) MCSA
10 10 (2.25%) ISEB
10 10 (2.25%) VMware Certified Professional (VCP)
11 8 (1.80%) PMI Certification
11 8 (1.80%) PMP
12 6 (1.35%) ITIL Certification
13 5 (1.13%) CEH
13 5 (1.13%) SAP Certification
13 5 (1.13%) Security Cleared
Quality Assurance & Compliance
1 19 (4.28%) GDPR
2 18 (4.05%) ISO/IEC 27001
3 16 (3.60%) PCI DSS
4 12 (2.70%) NIST
5 10 (2.25%) COBIT
5 10 (2.25%) SLA
6 8 (1.80%) QA
7 5 (1.13%) Cyber Essentials
8 2 (0.45%) 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 (16.44%) Docker
2 44 (9.91%) Active Directory
3 41 (9.23%) Hyper-V
4 35 (7.88%) VMware Infrastructure
5 9 (2.03%) Citrix Hypervisor
5 9 (2.03%) vSphere
6 8 (1.80%) XenApp
7 7 (1.58%) Virtual Machines
8 4 (0.90%) VMware ESXi
9 2 (0.45%) Microsoft App-V
9 2 (0.45%) ProxySG
9 2 (0.45%) Terminal Services
9 2 (0.45%) Virtual Desktop
9 2 (0.45%) XenDesktop
10 1 (0.23%) Apache ZooKeeper
10 1 (0.23%) Firmware
10 1 (0.23%) Virtual Servers
Systems Management
1 52 (11.71%) Kubernetes
2 45 (10.14%) Ansible
3 38 (8.56%) Terraform
4 31 (6.98%) Puppet
5 24 (5.41%) Opscode Chef
6 11 (2.48%) Nessus
7 9 (2.03%) SCCM
8 6 (1.35%) Microsoft Intune
8 6 (1.35%) SCVMM
8 6 (1.35%) ZABBIX
9 5 (1.13%) Grafana
9 5 (1.13%) Nagios
9 5 (1.13%) Packer
9 5 (1.13%) Prometheus
9 5 (1.13%) Single Sign-On
10 3 (0.68%) Icinga
10 3 (0.68%) SCOM
10 3 (0.68%) WSUS
11 2 (0.45%) Mesos
11 2 (0.45%) vCenter Server
Vendors
1 108 (24.32%) Microsoft
2 72 (16.22%) Google
3 47 (10.59%) VMware
4 32 (7.21%) Cisco
5 27 (6.08%) Oracle
5 27 (6.08%) SAP
6 22 (4.95%) Citrix
7 20 (4.50%) Splunk
8 16 (3.60%) ForgeRock
9 15 (3.38%) Tableau
10 13 (2.93%) IBM
11 12 (2.70%) New Relic
12 11 (2.48%) Talend
13 10 (2.25%) Red Hat
14 9 (2.03%) Alibaba
15 8 (1.80%) MicroStrategy
15 8 (1.80%) Snowplow
16 7 (1.58%) AppDynamics
16 7 (1.58%) HP
16 7 (1.58%) SaltStack