Period
to 3 June 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 3 June 2020 with a comparison to the same period in the previous 2 years.

Amazon Web Services (AWS)
England > East Midlands
6 months to
3 Jun 2020
Same period 2019 Same period 2018
Rank 19 24 27
Rank change year-on-year +5 +3 +56
Permanent jobs citing AWS 216 333 414
As % of all permanent jobs advertised in the East Midlands 9.22% 8.39% 8.23%
As % of the Cloud Services category 28.88% 32.30% 32.86%
Number of salaries quoted 166 313 355
Median annual salary £56,250 £47,500 £50,000
Median salary % change year-on-year +18.42% -5.00% +11.11%
10th Percentile £36,250 £32,500 £32,500
90th Percentile £82,500 £80,000 £75,000
England median annual salary £65,000 £65,000 £60,000
% change year-on-year - +8.33% +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 748 1,031 1,260
As % of all permanent IT jobs advertised in the East Midlands 31.91% 25.98% 25.06%
Number of salaries quoted 592 817 1,055
Median annual salary £45,000 £42,500 £45,000
Median salary % change year-on-year +5.88% -5.56% +5.42%
10th Percentile £25,800 £25,900 £26,250
90th Percentile £75,000 £67,500 £71,250
England median annual salary £57,500 £55,000 £52,500
% change year-on-year +4.55% +4.76% +5.00%

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 3 June 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 3 June 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 -1 116 £70,000 +47.37% 15
Leicestershire +31 44 £47,500 +11.76% 4
Northamptonshire +26 38 £45,000 -18.18% 3
Derbyshire +9 14 £45,000 +5.88% 1
Lincolnshire -3 1 £32,500 -17.72% 2
AWS
England

For the 6 months to 3 June 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.

1 114 (52.78%) Azure
2 100 (46.30%) Agile Software Development
3 82 (37.96%) DevOps
4 60 (27.78%) Public Cloud
5 59 (27.31%) Linux
5 59 (27.31%) Microsoft
6 53 (24.54%) Software Engineering
7 51 (23.61%) Python
8 48 (22.22%) Google
9 42 (19.44%) Finance
10 41 (18.98%) Degree
10 41 (18.98%) Java
11 39 (18.06%) Windows
12 37 (17.13%) GCP
13 36 (16.67%) C#
14 34 (15.74%) Git (software)
15 32 (14.81%) SaaS
15 32 (14.81%) Analytics
16 31 (14.35%) Problem-Solving
17 30 (13.89%) PowerShell
17 30 (13.89%) JavaScript
18 29 (13.43%) Web Services
18 29 (13.43%) Big Data
19 28 (12.96%) Docker
19 28 (12.96%) Retail
20 27 (12.50%) SQL
20 27 (12.50%) Cisco
20 27 (12.50%) Data Centre
20 27 (12.50%) Jenkins
20 27 (12.50%) AngularJS

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 21 (9.72%) Apache Spark
2 16 (7.41%) Elasticsearch
3 6 (2.78%) CMS
4 2 (0.93%) nginx
4 2 (0.93%) Tomcat
4 2 (0.93%) WordPress
5 1 (0.46%) Apache
5 1 (0.46%) Confluence
5 1 (0.46%) PrestaShop
5 1 (0.46%) Umbraco
Applications
1 3 (1.39%) Microsoft Office
Business Applications
1 2 (0.93%) Eikon
2 1 (0.46%) Magento
2 1 (0.46%) Sparx Enterprise Architect
Cloud Services
1 114 (52.78%) Azure
2 37 (17.13%) GCP
3 32 (14.81%) SaaS
4 14 (6.48%) Serverless
5 13 (6.02%) AWS Lambda
5 13 (6.02%) PaaS
6 7 (3.24%) Amazon EC2
6 7 (3.24%) Cloud Computing
6 7 (3.24%) GitHub
6 7 (3.24%) Virtual Private Cloud
7 6 (2.78%) IaaS
8 5 (2.31%) Amazon S3
9 4 (1.85%) Amazon ECS
9 4 (1.85%) AWS CloudFormation
9 4 (1.85%) Office 365
10 3 (1.39%) Amazon EKS
10 3 (1.39%) Amazon ELB
11 2 (0.93%) AWS CodePipeline
11 2 (0.93%) IBM Cloud
11 2 (0.93%) Loggly
Communications & Networking
1 19 (8.80%) Firewall
2 14 (6.48%) SAN
3 10 (4.63%) TCP/IP
4 9 (4.17%) WAN
5 7 (3.24%) DNS
6 5 (2.31%) BGP
6 5 (2.31%) OSPF
6 5 (2.31%) Spanning Tree
6 5 (2.31%) Wi-Fi
7 4 (1.85%) HTTP
7 4 (1.85%) LAN
8 3 (1.39%) Internet
9 2 (0.93%) Network Security
9 2 (0.93%) SSH
9 2 (0.93%) VoIP
9 2 (0.93%) VPN
10 1 (0.46%) Asterisk PBX
10 1 (0.46%) Cisco ASA
10 1 (0.46%) IPv6
10 1 (0.46%) SMS
Database & Business Intelligence
1 29 (13.43%) Big Data
2 26 (12.04%) Hadoop
3 21 (9.72%) MySQL
4 20 (9.26%) SQL Server
5 19 (8.80%) Data Warehouse
5 19 (8.80%) HBase
6 15 (6.94%) NoSQL
7 12 (5.56%) Apache Hive
7 12 (5.56%) Impala
8 9 (4.17%) MongoDB
8 9 (4.17%) OLTP
9 8 (3.70%) Flink
9 8 (3.70%) SQL Server Integration Services
10 7 (3.24%) Amazon DynamoDB
11 6 (2.78%) Azure SQL Data Warehouse
11 6 (2.78%) Snowflake Schema
12 4 (1.85%) Amazon Redshift
12 4 (1.85%) Apache Cassandra
12 4 (1.85%) OLAP
13 3 (1.39%) Amazon RDS
Development Applications
1 34 (15.74%) Git (software)
2 27 (12.50%) Jenkins
3 9 (4.17%) ERwin
3 9 (4.17%) PowerDesigner
4 6 (2.78%) ER Studio
5 5 (2.31%) JIRA
5 5 (2.31%) Selenium
6 4 (1.85%) Cucumber
6 4 (1.85%) GitLab
7 3 (1.39%) Artifactory
7 3 (1.39%) Bitbucket
8 2 (0.93%) JMeter
8 2 (0.93%) Mercurial
8 2 (0.93%) Sonatype Nexus
8 2 (0.93%) Subversion
8 2 (0.93%) TeamCity
8 2 (0.93%) Travis CI
9 1 (0.46%) CF BOSH
9 1 (0.46%) Codeception
9 1 (0.46%) Gatling
General
1 42 (19.44%) Finance
2 28 (12.96%) Retail
3 24 (11.11%) Law
4 15 (6.94%) Back Office
5 5 (2.31%) Marketing
6 4 (1.85%) Games
7 3 (1.39%) Public Sector
7 3 (1.39%) Telecoms
8 2 (0.93%) Billing
Job Titles
1 60 (27.78%) Developer
2 29 (13.43%) Architect
3 22 (10.19%) Senior Developer
4 20 (9.26%) Cloud Engineer
5 19 (8.80%) Analyst
6 17 (7.87%) Lead Developer
6 17 (7.87%) Solutions Architect
7 16 (7.41%) DevOps Engineer
7 16 (7.41%) Java Developer
8 15 (6.94%) AWS Engineer
9 14 (6.48%) Infrastructure Analyst
9 14 (6.48%) Lead Java Developer
10 13 (6.02%) Platform Engineer
11 12 (5.56%) .NET Developer
11 12 (5.56%) Senior Java Developer
11 12 (5.56%) Software Engineer
12 11 (5.09%) Analytics Developer
12 11 (5.09%) Big Data Developer
12 11 (5.09%) Senior Big Data Developer
13 10 (4.63%) Infrastructure Engineer
Libraries, Frameworks & Software Standards
1 29 (13.43%) Web Services
2 27 (12.50%) AngularJS
3 25 (11.57%) .NET
4 24 (11.11%) Node.js
5 23 (10.65%) HTML
6 18 (8.33%) CSS
7 15 (6.94%) RabbitMQ
8 14 (6.48%) REST
9 13 (6.02%) SOAP
10 12 (5.56%) J2EE
10 12 (5.56%) jQuery
11 11 (5.09%) JSON
11 11 (5.09%) React
12 9 (4.17%) .NET Core
13 8 (3.70%) ASP.NET
13 8 (3.70%) Kafka
14 7 (3.24%) Ajax
14 7 (3.24%) SignalR
15 6 (2.78%) .NET Framework
15 6 (2.78%) Spring
Miscellaneous
1 60 (27.78%) Public Cloud
2 27 (12.50%) Data Centre
3 26 (12.04%) Cloud Native
4 23 (10.65%) Analytical Skills
5 14 (6.48%) Cybercrime
6 13 (6.02%) Mobile App
7 12 (5.56%) Enterprise Software
8 9 (4.17%) Greenfield Project
9 8 (3.70%) Self-Motivation
10 6 (2.78%) Enterprise Cloud
10 6 (2.78%) User Experience
11 5 (2.31%) Analytical Mindset
11 5 (2.31%) Management Information System
12 3 (1.39%) Reference Data
12 3 (1.39%) Xbox
13 2 (0.93%) Internet of Things
13 2 (0.93%) Replication
14 1 (0.46%) Hybrid Cloud
14 1 (0.46%) Life Science
14 1 (0.46%) Machine to Machine
Operating Systems
1 59 (27.31%) Linux
2 39 (18.06%) Windows
3 18 (8.33%) Ubuntu
4 17 (7.87%) Red Hat Enterprise Linux
5 11 (5.09%) Windows Server 2016
6 10 (4.63%) Windows Server
7 6 (2.78%) Android
7 6 (2.78%) Apple iOS
7 6 (2.78%) Windows Server 2012
8 5 (2.31%) Windows Server 2003
9 3 (1.39%) Mac OS X
10 1 (0.46%) CentOS
10 1 (0.46%) Mac OS
10 1 (0.46%) Windows 10
10 1 (0.46%) Windows Server 2019
Processes & Methodologies
1 100 (46.30%) Agile Software Development
2 82 (37.96%) DevOps
3 53 (24.54%) Software Engineering
4 32 (14.81%) Analytics
5 31 (14.35%) Problem-Solving
6 25 (11.57%) ITIL
7 23 (10.65%) Project Delivery
8 22 (10.19%) Infrastructure Engineering
8 22 (10.19%) Scrum
9 20 (9.26%) Strategic Roadmap
9 20 (9.26%) Technical Leadership
10 19 (8.80%) SDLC
10 19 (8.80%) Thought Leadership
11 18 (8.33%) Data Analysis
11 18 (8.33%) Multichannel Retail
12 17 (7.87%) OOP
12 17 (7.87%) Performance Tuning
13 16 (7.41%) Microservices
13 16 (7.41%) Test Automation
14 15 (6.94%) Computer Science
Programming Languages
1 51 (23.61%) Python
2 41 (18.98%) Java
3 36 (16.67%) C#
4 30 (13.89%) JavaScript
4 30 (13.89%) PowerShell
5 27 (12.50%) SQL
6 15 (6.94%) Bash Shell
6 15 (6.94%) Scala
7 14 (6.48%) PHP
8 8 (3.70%) C++
9 7 (3.24%) T-SQL
10 3 (1.39%) Go
11 2 (0.93%) Kotlin
11 2 (0.93%) Perl
11 2 (0.93%) PL/SQL
11 2 (0.93%) Ruby
11 2 (0.93%) TypeScript
11 2 (0.93%) VB.NET
12 1 (0.46%) PHP 5
12 1 (0.46%) PHP 7
Qualifications
1 41 (18.98%) Degree
2 23 (10.65%) AWS Certification
3 16 (7.41%) Cisco Certification
4 14 (6.48%) CCNA
4 14 (6.48%) DV Cleared
4 14 (6.48%) SC Cleared
4 14 (6.48%) Security Cleared
5 11 (5.09%) Computer Science Degree
6 9 (4.17%) Master's Degree
6 9 (4.17%) Microsoft Certification
7 6 (2.78%) MCSE
8 5 (2.31%) MCITP
8 5 (2.31%) MCTS
9 3 (1.39%) MCSA
10 2 (0.93%) CCNP
11 1 (0.46%) BPSS Clearance
11 1 (0.46%) TOGAF Certification
11 1 (0.46%) VCAP
11 1 (0.46%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 8 (3.70%) QA
2 6 (2.78%) ISO/IEC 27001
3 5 (2.31%) SLA
4 4 (1.85%) Data Quality
5 1 (0.46%) ISO 9001
5 1 (0.46%) ISO/IEC 20000
5 1 (0.46%) PCI DSS
System Software
1 28 (12.96%) Docker
2 22 (10.19%) Active Directory
3 12 (5.56%) HDFS
4 8 (3.70%) Hyper-V
4 8 (3.70%) VMware Infrastructure
5 7 (3.24%) Virtual Machines
6 5 (2.31%) ProxySG
6 5 (2.31%) XenApp
7 3 (1.39%) vSphere
8 2 (0.93%) Varnish
9 1 (0.46%) Apache Flume
9 1 (0.46%) Kamailio
9 1 (0.46%) vCloud
9 1 (0.46%) VMware ESXi
9 1 (0.46%) VMware NSX
Systems Management
1 22 (10.19%) Ansible
2 21 (9.72%) Kubernetes
2 21 (9.72%) Puppet
3 17 (7.87%) Opscode Chef
3 17 (7.87%) Terraform
4 15 (6.94%) SCCM
4 15 (6.94%) SCOM
5 14 (6.48%) WSUS
6 5 (2.31%) Rancher
6 5 (2.31%) SCVMM
7 4 (1.85%) ZABBIX
8 2 (0.93%) Fluentd
9 1 (0.46%) Hadoop YARN
9 1 (0.46%) Mesos
9 1 (0.46%) vCenter Server
Vendors
1 59 (27.31%) Microsoft
2 48 (22.22%) Google
3 27 (12.50%) Cisco
4 16 (7.41%) Oracle
4 16 (7.41%) Red Hat
5 15 (6.94%) HP
6 14 (6.48%) NetApp
7 12 (5.56%) VMware
8 7 (3.24%) Atlassian
9 6 (2.78%) Teradata
10 5 (2.31%) Aruba
10 5 (2.31%) Blue Coat
10 5 (2.31%) CheckPoint
10 5 (2.31%) Citrix
10 5 (2.31%) F5
10 5 (2.31%) Tufin
11 4 (1.85%) Cognizant
11 4 (1.85%) SaltStack
11 4 (1.85%) Splunk
12 3 (1.39%) Apple