Period
to 19 September 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 19 September 2019 with a comparison to the same period in the previous 2 years.

Amazon Web Services (AWS)
England > East Midlands
6 months to
19 Sep 2019
Same period 2018 Same period 2017
Rank 17 31 64
Rank change year-on-year +14 +33 +26
Permanent jobs citing AWS 417 325 214
As % of all permanent IT jobs advertised in the East Midlands 10.32% 6.75% 4.13%
As % of the Cloud Services category 32.71% 27.24% 25.66%
Number of salaries quoted 339 261 204
East Midlands median annual salary £50,000 £50,000 £50,000
10th Percentile £32,500 £31,250 £29,250
90th Percentile £85,250 £85,000 £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 1,275 1,193 834
As % of all permanent IT jobs advertised in the East Midlands 31.57% 24.78% 16.08%
Number of salaries quoted 1,053 992 717
East Midlands median annual salary £45,000 £43,500 £40,000
Median salary % change year-on-year +3.45% +8.75% -
10th Percentile £25,800 £26,250 £25,500
90th Percentile £70,000 £72,500 £65,000
England median annual salary £55,000 £55,000 £50,000
% change year-on-year - +10.00% -

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 19 September 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 19 September 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 +6 245 £55,000 +10.00% 39
Leicestershire +41 72 £40,000 -20.00% 13
Northamptonshire +36 67 £65,000 +23.81% 12
Derbyshire -3 25 £45,000 -10.00% 5
Lincolnshire -6 8 £45,000 +25.87% 5
AWS
England

For the 6 months to 19 September 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.

1 222 (53.24%) Azure
2 216 (51.80%) Agile Software Development
3 131 (31.41%) JavaScript
4 119 (28.54%) Java
5 112 (26.86%) Web Services
5 112 (26.86%) Linux
6 107 (25.66%) Microsoft
7 96 (23.02%) Python
8 95 (22.78%) SQL
8 95 (22.78%) Degree
9 93 (22.30%) C#
10 89 (21.34%) .NET
10 89 (21.34%) Windows
11 87 (20.86%) AngularJS
12 86 (20.62%) Docker
13 83 (19.90%) HTML
13 83 (19.90%) CSS
13 83 (19.90%) Finance
14 78 (18.71%) DevOps
14 78 (18.71%) Public Cloud
15 73 (17.51%) GCP
16 70 (16.79%) Node.js
17 64 (15.35%) Test Automation
18 59 (14.15%) Git (software)
19 58 (13.91%) Office 365
19 58 (13.91%) Retail
20 55 (13.19%) Jenkins
21 54 (12.95%) Microservices
22 53 (12.71%) Kubernetes
22 53 (12.71%) Active Directory

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 18 (4.32%) Elasticsearch
2 10 (2.40%) Apache Spark
2 10 (2.40%) SharePoint
3 9 (2.16%) Confluence
4 7 (1.68%) MS Exchange
5 6 (1.44%) nginx
6 5 (1.20%) OpenStack
7 4 (0.96%) Apache
7 4 (0.96%) Skype for Business
8 3 (0.72%) iPlanet
8 3 (0.72%) JBoss
8 3 (0.72%) Oracle Service Bus
8 3 (0.72%) Tomcat
8 3 (0.72%) WebLogic
9 2 (0.48%) Exchange Server 2010
9 2 (0.48%) Exchange Server 2013
9 2 (0.48%) WebSphere
9 2 (0.48%) WordPress
10 1 (0.24%) Mule
10 1 (0.24%) Oracle Workflow
Applications
1 3 (0.72%) Microsoft Excel
2 2 (0.48%) Microsoft Office
3 1 (0.24%) Microsoft PowerPoint
Business Applications
1 9 (2.16%) SAP ERP
2 6 (1.44%) SAP S/4HANA
3 2 (0.48%) Dynamics AX
3 2 (0.48%) NetSuite
3 2 (0.48%) SAP MM
4 1 (0.24%) SAP EHS
4 1 (0.24%) SAP SD
Cloud Services
1 222 (53.24%) Azure
2 73 (17.51%) GCP
3 58 (13.91%) Office 365
4 38 (9.11%) Serverless
5 29 (6.95%) IaaS
5 29 (6.95%) SaaS
6 23 (5.52%) AWS CloudFormation
6 23 (5.52%) AWS Lambda
7 21 (5.04%) PaaS
8 17 (4.08%) Azure Active Directory
9 16 (3.84%) GitHub
10 11 (2.64%) Cloud Computing
11 9 (2.16%) Virtual Private Cloud
12 8 (1.92%) AWS CodePipeline
13 7 (1.68%) Amazon EC2
13 7 (1.68%) AWS Fargate
13 7 (1.68%) npm
13 7 (1.68%) Power Platform
14 6 (1.44%) OpenShift
15 5 (1.20%) DigitalOcean
Communications & Networking
1 36 (8.63%) Firewall
2 14 (3.36%) WAN
3 12 (2.88%) VPN
4 11 (2.64%) VoIP
5 9 (2.16%) DNS
5 9 (2.16%) HTTP
6 7 (1.68%) DHCP
6 7 (1.68%) LAN
7 5 (1.20%) SAN
7 5 (1.20%) TCP/IP
8 4 (0.96%) Skype
9 3 (0.72%) Extranet
9 3 (0.72%) SMS
10 2 (0.48%) Internet
10 2 (0.48%) Kerberos
10 2 (0.48%) SSL
11 1 (0.24%) BGP
11 1 (0.24%) MPLS
11 1 (0.24%) OSPF
11 1 (0.24%) PBX
Database & Business Intelligence
1 38 (9.11%) SQL Server
2 37 (8.87%) MySQL
3 24 (5.76%) Big Data
4 15 (3.60%) Amazon Aurora
5 14 (3.36%) MongoDB
6 13 (3.12%) NoSQL
7 11 (2.64%) Amazon DynamoDB
7 11 (2.64%) PostgreSQL
8 10 (2.40%) Amazon RDS
8 10 (2.40%) Hadoop
8 10 (2.40%) SQL Server Integration Services
9 9 (2.16%) Looker
9 9 (2.16%) SQL Server 2012
10 8 (1.92%) Data Lake
10 8 (1.92%) Relational Database
11 7 (1.68%) Data Warehouse
11 7 (1.68%) Power BI
12 6 (1.44%) BigQuery
12 6 (1.44%) SQL Server Analysis Services
12 6 (1.44%) SQL Server Reporting Services
Development Applications
1 59 (14.15%) Git (software)
2 55 (13.19%) Jenkins
3 41 (9.83%) JIRA
4 30 (7.19%) Selenium
5 21 (5.04%) Cucumber
6 20 (4.80%) Maven
7 17 (4.08%) Visual Studio
8 16 (3.84%) WebDriver
9 11 (2.64%) Subversion
10 10 (2.40%) Octopus Deploy
11 9 (2.16%) Bitbucket
12 8 (1.92%) Gradle
12 8 (1.92%) Jasmine
12 8 (1.92%) Sonatype Nexus
12 8 (1.92%) webpack
13 7 (1.68%) Gatling
13 7 (1.68%) Mocha
13 7 (1.68%) Protractor
14 6 (1.44%) SoapUI
14 6 (1.44%) Xcode
General
1 83 (19.90%) Finance
2 58 (13.91%) Retail
3 37 (8.87%) Public Sector
4 24 (5.76%) Manufacturing
4 24 (5.76%) Marketing
5 22 (5.28%) Telecoms
6 16 (3.84%) Electronics
7 14 (3.36%) Banking
8 6 (1.44%) Games
9 1 (0.24%) Aerospace
9 1 (0.24%) Automotive
9 1 (0.24%) Financial Institution
9 1 (0.24%) Military
9 1 (0.24%) Spanish Language
Job Titles
1 145 (34.77%) Developer
2 49 (11.75%) Architect
3 37 (8.87%) C# Developer
4 33 (7.91%) DevOps Engineer
5 32 (7.67%) .NET Developer
5 32 (7.67%) AWS Developer
6 30 (7.19%) Cloud Engineer
7 29 (6.95%) Software Developer
8 28 (6.71%) Senior Developer
9 27 (6.47%) Software Engineer
10 26 (6.24%) C# .NET Developer
11 25 (6.00%) Full Stack Developer
11 25 (6.00%) Java Developer
12 23 (5.52%) Solutions Architect
13 22 (5.28%) AWS Engineer
14 20 (4.80%) Analyst
15 16 (3.84%) Consultant
15 16 (3.84%) Infrastructure Engineer
15 16 (3.84%) JavaScript Developer
15 16 (3.84%) Lead Developer
Libraries, Frameworks & Software Standards
1 112 (26.86%) Web Services
2 89 (21.34%) .NET
3 87 (20.86%) AngularJS
4 83 (19.90%) CSS
4 83 (19.90%) HTML
5 70 (16.79%) Node.js
6 49 (11.75%) Spring
7 39 (9.35%) React
8 37 (8.87%) REST
9 36 (8.63%) RESTful
10 31 (7.43%) .NET Core
11 29 (6.95%) HTML5
11 29 (6.95%) OAuth
12 23 (5.52%) J2EE
12 23 (5.52%) SAML
13 21 (5.04%) Vue.js
14 12 (2.88%) ASP.NET Web API
15 11 (2.64%) jQuery
15 11 (2.64%) Twitter Bootstrap
16 10 (2.40%) JSON
Miscellaneous
1 78 (18.71%) Public Cloud
2 44 (10.55%) Data Centre
3 42 (10.07%) Virtual Team
4 29 (6.95%) Self-Motivation
5 20 (4.80%) Cloud Native
6 18 (4.32%) Analytical Skills
7 14 (3.36%) Greenfield Project
7 14 (3.36%) User Experience
8 13 (3.12%) Mobile App
9 12 (2.88%) Management Information System
10 11 (2.64%) Enterprise Software
11 10 (2.40%) Data Structures
11 10 (2.40%) Hybrid Cloud
12 9 (2.16%) Algorithms
12 9 (2.16%) Linux Command Line
13 7 (1.68%) NHS
14 4 (0.96%) Private Cloud
14 4 (0.96%) Replication
15 3 (0.72%) Enterprise Cloud
16 2 (0.48%) YubiKey
Operating Systems
1 112 (26.86%) Linux
2 89 (21.34%) Windows
3 25 (6.00%) Windows Server
4 18 (4.32%) Windows 10
5 12 (2.88%) Windows Server 2012
6 11 (2.64%) Red Hat Enterprise Linux
7 10 (2.40%) Apple iOS
8 9 (2.16%) AIX
9 8 (1.92%) Unix
10 7 (1.68%) CentOS
11 5 (1.20%) Ubuntu
12 4 (0.96%) Android
12 4 (0.96%) Windows 8
13 2 (0.48%) Amazon Linux
13 2 (0.48%) Windows Server 2008
14 1 (0.24%) FreeRTOS
14 1 (0.24%) HPUX
14 1 (0.24%) Mac OS
Processes & Methodologies
1 216 (51.80%) Agile Software Development
2 78 (18.71%) DevOps
3 64 (15.35%) Test Automation
4 54 (12.95%) Microservices
5 42 (10.07%) Cybersecurity
6 41 (9.83%) Problem-Solving
7 39 (9.35%) Mentoring
7 39 (9.35%) Unit Testing
8 38 (9.11%) Scrum
8 38 (9.11%) Software Engineering
9 35 (8.39%) Business Intelligence
9 35 (8.39%) Continuous Integration
10 34 (8.15%) ITIL
11 33 (7.91%) Coaching
11 33 (7.91%) Computer Science
11 33 (7.91%) TDD
12 31 (7.43%) Project Management
13 29 (6.95%) Migration
14 26 (6.24%) Presales
15 25 (6.00%) Information Security
Programming Languages
1 131 (31.41%) JavaScript
2 119 (28.54%) Java
3 96 (23.02%) Python
4 95 (22.78%) SQL
5 93 (22.30%) C#
6 30 (7.19%) Bash Shell
6 30 (7.19%) PowerShell
7 25 (6.00%) Java 8
8 18 (4.32%) PHP
9 13 (3.12%) Go
9 13 (3.12%) T-SQL
10 9 (2.16%) C++
10 9 (2.16%) ES6
10 9 (2.16%) Objective-C
10 9 (2.16%) Ruby
10 9 (2.16%) VBScript
11 8 (1.92%) Apple Swift
11 8 (1.92%) ES7
11 8 (1.92%) Perl
12 6 (1.44%) TypeScript
Qualifications
1 95 (22.78%) Degree
2 29 (6.95%) CISM
2 29 (6.95%) CISSP
2 29 (6.95%) Master's Degree
3 25 (6.00%) Microsoft Certification
4 21 (5.04%) Computer Science Degree
5 15 (3.60%) CISA
5 15 (3.60%) CRISC
5 15 (3.60%) MCSE
6 14 (3.36%) MCSA
7 11 (2.64%) PMI Certification
7 11 (2.64%) PMP
8 10 (2.40%) Cisco Certification
8 10 (2.40%) ISEB
8 10 (2.40%) VMware Certified Professional (VCP)
9 7 (1.68%) ISTQB
9 7 (1.68%) ISTQB Foundation Certification
10 5 (1.20%) AWS Certification
10 5 (1.20%) Security Cleared
11 4 (0.96%) CEH
Quality Assurance & Compliance
1 18 (4.32%) GDPR
2 17 (4.08%) QA
3 14 (3.36%) ISO/IEC 27001
3 14 (3.36%) PCI DSS
4 10 (2.40%) COBIT
5 9 (2.16%) NIST
6 6 (1.44%) SLA
7 4 (0.96%) Cyber Essentials
8 1 (0.24%) Cyber Essentials PLUS
8 1 (0.24%) ISO 9001
8 1 (0.24%) NCSC
System Software
1 86 (20.62%) Docker
2 53 (12.71%) Active Directory
3 46 (11.03%) Hyper-V
4 31 (7.43%) VMware Infrastructure
5 9 (2.16%) Citrix Hypervisor
6 6 (1.44%) VMware ESXi
6 6 (1.44%) vSphere
7 2 (0.48%) Apache ZooKeeper
7 2 (0.48%) Firmware
7 2 (0.48%) XenApp
8 1 (0.24%) Apache Flume
8 1 (0.24%) Virtual Servers
Systems Management
1 53 (12.71%) Kubernetes
2 38 (9.11%) Ansible
3 28 (6.71%) Terraform
4 20 (4.80%) Opscode Chef
4 20 (4.80%) Puppet
5 17 (4.08%) SCCM
6 13 (3.12%) Microsoft Intune
7 8 (1.92%) Nessus
8 5 (1.20%) Grafana
8 5 (1.20%) Nagios
8 5 (1.20%) Packer
8 5 (1.20%) Prometheus
8 5 (1.20%) Single Sign-On
9 3 (0.72%) Icinga
10 2 (0.48%) BladeLogic
10 2 (0.48%) Mesos
11 1 (0.24%) FortiGate
11 1 (0.24%) Oozie
11 1 (0.24%) SELinux
11 1 (0.24%) ZABBIX
Vendors
1 107 (25.66%) Microsoft
2 50 (11.99%) Google
3 49 (11.75%) VMware
4 29 (6.95%) SAP
5 26 (6.24%) Cisco
6 24 (5.76%) Oracle
7 20 (4.80%) ForgeRock
8 19 (4.56%) Citrix
9 17 (4.08%) Tableau
10 13 (3.12%) IBM
11 12 (2.88%) Splunk
11 12 (2.88%) Talend
12 11 (2.64%) Red Hat
13 10 (2.40%) MicroStrategy
14 9 (2.16%) Snowplow
15 8 (1.92%) Sitecore
16 7 (1.68%) SaltStack
17 6 (1.44%) Apple
17 6 (1.44%) New Relic
18 5 (1.20%) HP