Period
to

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 15 August 2022 with a comparison to the same period in the previous 2 years.

Amazon Web Services (AWS)
England > East Midlands
6 months to
15 Aug 2022
Same period 2021 Same period 2020
Rank 16 14 17
Rank change year-on-year -2 +3 +3
Permanent jobs citing AWS 421 324 167
As % of all permanent jobs advertised in the East Midlands 12.65% 10.60% 10.30%
As % of the Cloud Services category 30.44% 26.73% 31.75%
Number of salaries quoted 238 257 144
10th Percentile £42,500 £35,750 £33,750
25th Percentile £46,250 £41,250 £38,438
Median annual salary (50th Percentile) £60,000 £55,000 £55,000
Median % change year-on-year +9.09% - +15.79%
75th Percentile £73,750 £72,500 £73,600
90th Percentile £85,000 £87,500 £80,125
England median annual salary £75,000 £70,000 £65,000
% change year-on-year +7.14% +7.69% -

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 1,383 1,212 526
As % of all permanent IT jobs advertised in the East Midlands 41.54% 39.63% 32.45%
Number of salaries quoted 930 932 430
10th Percentile £25,975 £26,750 £27,664
25th Percentile £35,000 £36,250 £34,250
Median annual salary (50th Percentile) £47,500 £45,000 £45,000
Median % change year-on-year +5.56% - +1.12%
75th Percentile £63,750 £58,750 £60,000
90th Percentile £75,000 £72,500 £73,600
England median annual salary £62,500 £60,000 £57,500
% change year-on-year +4.17% +4.35% +4.55%

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 15 August 2022.

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 15 August 2022. 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
Jobs
Nottinghamshire -2 186 £60,000 +14.29% 48
Leicestershire +14 127 £60,000 -20.79% 9
Northamptonshire +3 40 £63,750 -1.92% 4
Derbyshire -10 40 £57,500 +15.00% 10
Lincolnshire -8 7 £47,500 +8.57% 4
Rutland - 6 £70,000 - 1
AWS
England

For the 6 months to 15 August 2022, 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.

1 269 (63.90%) Agile
2 253 (60.10%) Azure
3 164 (38.95%) Python
4 162 (38.48%) DevOps
5 161 (38.24%) Java
6 135 (32.07%) JavaScript
7 134 (31.83%) SQL
8 126 (29.93%) Software Engineering
9 121 (28.74%) .NET
10 117 (27.79%) GCP
11 116 (27.55%) Microsoft
12 115 (27.32%) Microservices
13 107 (25.42%) React
13 107 (25.42%) C#
14 97 (23.04%) Mentoring
15 92 (21.85%) Linux
16 87 (20.67%) Kubernetes
17 84 (19.95%) Problem-Solving
18 83 (19.71%) Finance
18 83 (19.71%) Analytics
19 81 (19.24%) Machine Learning
20 79 (18.76%) QA
20 79 (18.76%) CI/CD
21 76 (18.05%) Serverless
22 74 (17.58%) Docker
23 65 (15.44%) Cybersecurity
24 63 (14.96%) Git (software)
25 62 (14.73%) Social Skills
25 62 (14.73%) Analytical Skills
26 61 (14.49%) AWS Lambda

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 (4.99%) OpenStack
2 17 (4.04%) Apache Spark
3 16 (3.80%) Tomcat
4 15 (3.56%) Confluence
5 12 (2.85%) Umbraco
6 11 (2.61%) IIS
7 8 (1.90%) Apache
8 6 (1.43%) Jupyter
9 5 (1.19%) WebSphere
10 3 (0.71%) CMS
10 3 (0.71%) JBoss
11 1 (0.24%) Apache Pulsar
11 1 (0.24%) MS Exchange
11 1 (0.24%) Sitecore CMS
11 1 (0.24%) WildFly
Business Applications
1 2 (0.48%) Eikon
2 1 (0.24%) SAP MM
2 1 (0.24%) SAP S/4HANA
Cloud Services
1 253 (60.10%) Azure
2 117 (27.79%) GCP
3 76 (18.05%) Serverless
4 61 (14.49%) AWS Lambda
5 58 (13.78%) Amazon S3
6 44 (10.45%) Amazon EC2
6 44 (10.45%) Azure DevOps
7 43 (10.21%) SaaS
8 32 (7.60%) Amazon ECS
9 21 (4.99%) Amazon SQS
9 21 (4.99%) Cloud Computing
10 20 (4.75%) CloudFront
11 19 (4.51%) Amazon CloudWatch
11 19 (4.51%) Amazon EKS
11 19 (4.51%) Microsoft 365
12 17 (4.04%) AWS CloudFormation
12 17 (4.04%) OpenShift
13 16 (3.80%) PaaS
14 13 (3.09%) IaaS
15 11 (2.61%) Amazon ElastiCache
Communications & Networking
1 33 (7.84%) DNS
2 24 (5.70%) Firewall
3 18 (4.28%) Internet
4 17 (4.04%) TCP/IP
5 16 (3.80%) WAN
6 10 (2.38%) 5G
6 10 (2.38%) Broadband
7 9 (2.14%) FTP
7 9 (2.14%) HTTP
7 9 (2.14%) SD-WAN
7 9 (2.14%) SMTP
8 8 (1.90%) DHCP
8 8 (1.90%) SAN
9 7 (1.66%) LAN
10 4 (0.95%) VoIP
10 4 (0.95%) Wireless
11 3 (0.71%) Fibre Channel
11 3 (0.71%) NetScaler
11 3 (0.71%) PBX
11 3 (0.71%) WLAN
Database & Business Intelligence
1 44 (10.45%) DynamoDB
2 43 (10.21%) Big Data
3 34 (8.08%) MySQL
4 29 (6.89%) NoSQL
5 28 (6.65%) SQL Server
6 27 (6.41%) PostgreSQL
7 24 (5.70%) Relational Database
8 19 (4.51%) Amazon RDS
9 16 (3.80%) SQL Server Integration Services
10 14 (3.33%) MongoDB
10 14 (3.33%) SQL Server Analysis Services
10 14 (3.33%) SQL Server Reporting Services
11 13 (3.09%) Amazon Athena
11 13 (3.09%) BigQuery
12 10 (2.38%) Hadoop
13 9 (2.14%) Apache Cassandra
13 9 (2.14%) Data Warehouse
13 9 (2.14%) Power BI
14 8 (1.90%) Data Lake
14 8 (1.90%) RDBMS
Development Applications
1 63 (14.96%) Git (software)
2 48 (11.40%) JIRA
3 42 (9.98%) Jenkins
4 24 (5.70%) GitLab
5 20 (4.75%) Maven
6 17 (4.04%) JUnit
7 15 (3.56%) Visual Studio
8 12 (2.85%) CircleCI
9 11 (2.61%) JMeter
9 11 (2.61%) Octopus Deploy
9 11 (2.61%) Selenium
10 10 (2.38%) Checkstyle
10 10 (2.38%) IntelliJ
10 10 (2.38%) Mercurial
10 10 (2.38%) SonarQube
11 9 (2.14%) Bitbucket
12 8 (1.90%) Gradle
13 7 (1.66%) Subversion
14 5 (1.19%) git-flow
14 5 (1.19%) Mockito
General
1 83 (19.71%) Finance
2 62 (14.73%) Analytical Skills
2 62 (14.73%) Social Skills
3 43 (10.21%) Games
4 34 (8.08%) Law
5 29 (6.89%) Retail
6 26 (6.18%) Manufacturing
7 21 (4.99%) Public Sector
8 10 (2.38%) Financial Institution
9 9 (2.14%) Aerospace
9 9 (2.14%) Presentation Skills
10 7 (1.66%) Organisational Skills
11 5 (1.19%) Influencing Skills
11 5 (1.19%) Legal
11 5 (1.19%) Marketing
12 2 (0.48%) Social Housing
12 2 (0.48%) Telecoms
13 1 (0.24%) Advertising
Job Titles
1 115 (27.32%) Developer
2 55 (13.06%) Software Engineer
3 46 (10.93%) DevOps Engineer
4 38 (9.03%) Trainee
5 37 (8.79%) Software Developer
6 25 (5.94%) Full Stack Developer
6 25 (5.94%) Senior Developer
7 22 (5.23%) Senior Software Engineer
8 20 (4.75%) Cloud Developer
9 19 (4.51%) Data Engineer
10 18 (4.28%) AWS Engineer
11 15 (3.56%) Cloud Software Developer
11 15 (3.56%) Senior DevOps
11 15 (3.56%) Senior DevOps Engineer
12 14 (3.33%) .NET Developer
12 14 (3.33%) C# Developer
12 14 (3.33%) Infrastructure Engineer
13 13 (3.09%) Azure DevOps Engineer
13 13 (3.09%) Azure Engineer
13 13 (3.09%) Cloud Engineer
Libraries, Frameworks & Software Standards
1 121 (28.74%) .NET
2 107 (25.42%) React
3 59 (14.01%) AngularJS
4 58 (13.78%) Spring
5 56 (13.30%) Node.js
5 56 (13.30%) REST
6 52 (12.35%) HTML
7 43 (10.21%) CSS
8 39 (9.26%) GraphQL
9 37 (8.79%) Next.js
10 36 (8.55%) .NET Core
11 33 (7.84%) RESTful
12 27 (6.41%) ASP.NET
13 26 (6.18%) XML
14 24 (5.70%) Kafka
15 23 (5.46%) JSON
15 23 (5.46%) Web Services
16 20 (4.75%) Redux
17 14 (3.33%) Laravel
18 13 (3.09%) YAML
Miscellaneous
1 47 (11.16%) Algorithms
2 44 (10.45%) Cloud Native
3 21 (4.99%) Data Centre
3 21 (4.99%) Self-Motivation
4 18 (4.28%) Greenfield Project
5 13 (3.09%) Life Science
6 11 (2.61%) Public Cloud
6 11 (2.61%) Renewable Energy
7 10 (2.38%) Blog
7 10 (2.38%) Enterprise Software
7 10 (2.38%) Replication
8 9 (2.14%) Data Structures
8 9 (2.14%) Private Cloud
8 9 (2.14%) Satnav
8 9 (2.14%) Tandem
9 8 (1.90%) Data Protection Act
10 7 (1.66%) IoT
10 7 (1.66%) User Experience
11 6 (1.43%) Linux Command Line
12 5 (1.19%) Clustering
Operating Systems
1 92 (21.85%) Linux
2 49 (11.64%) Windows
3 22 (5.23%) Unix
4 12 (2.85%) Windows Server
5 5 (1.19%) AIX
5 5 (1.19%) CentOS
6 4 (0.95%) Red Hat Enterprise Linux
6 4 (0.95%) Windows Server 2012
7 3 (0.71%) Amazon Linux
7 3 (0.71%) Oracle Linux
7 3 (0.71%) SUSE
7 3 (0.71%) Ubuntu
8 2 (0.48%) VMS
8 2 (0.48%) Windows Server 2016
9 1 (0.24%) Android
9 1 (0.24%) Apple iOS
9 1 (0.24%) Windows 7
9 1 (0.24%) Windows 8
9 1 (0.24%) Windows Server 2008
9 1 (0.24%) Windows Server 2019
Processes & Methodologies
1 269 (63.90%) Agile
2 162 (38.48%) DevOps
3 126 (29.93%) Software Engineering
4 115 (27.32%) Microservices
5 97 (23.04%) Mentoring
6 84 (19.95%) Problem-Solving
7 83 (19.71%) Analytics
8 81 (19.24%) Machine Learning
9 79 (18.76%) CI/CD
10 65 (15.44%) Cybersecurity
11 59 (14.01%) Continuous Integration
12 55 (13.06%) TDD
13 51 (12.11%) Data Science
13 51 (12.11%) Full Stack Development
14 50 (11.88%) Test Automation
15 49 (11.64%) Data Engineering
16 45 (10.69%) Data Analytics
16 45 (10.69%) Data Architecture
16 45 (10.69%) Scrum
17 41 (9.74%) Information Security
Programming Languages
1 164 (38.95%) Python
2 161 (38.24%) Java
3 135 (32.07%) JavaScript
4 134 (31.83%) SQL
5 107 (25.42%) C#
6 53 (12.59%) TypeScript
7 51 (12.11%) PowerShell
8 36 (8.55%) Bash
9 33 (7.84%) PHP
10 30 (7.13%) C++
11 25 (5.94%) Ruby
12 22 (5.23%) T-SQL
13 21 (4.99%) Go
14 13 (3.09%) Perl
14 13 (3.09%) Scala
15 7 (1.66%) Bicep
16 6 (1.43%) Apple Swift
16 6 (1.43%) C
16 6 (1.43%) Kotlin
16 6 (1.43%) Objective-C
Qualifications
1 44 (10.45%) Degree
2 30 (7.13%) Computer Science Degree
3 20 (4.75%) Security Cleared
4 19 (4.51%) Numerate Degree
5 17 (4.04%) SC Cleared
6 14 (3.33%) Microsoft Certification
7 12 (2.85%) AWS Certification
8 3 (0.71%) MCSA
8 3 (0.71%) MCSE
8 3 (0.71%) PRINCE2 Certification
8 3 (0.71%) VMware Certified Professional (VCP)
9 2 (0.48%) TOGAF Certification
10 1 (0.24%) DBS Check
Quality Assurance & Compliance
1 79 (18.76%) QA
2 7 (1.66%) ISO/IEC 20000
3 6 (1.43%) Accessibility
4 4 (0.95%) Data Quality
4 4 (0.95%) SLA
5 3 (0.71%) ISO/IEC 27001
6 2 (0.48%) PCI DSS
7 1 (0.24%) PSD2
System Software
1 74 (17.58%) Docker
2 20 (4.75%) Active Directory
3 17 (4.04%) VMware Infrastructure
4 8 (1.90%) Hyper-V
5 7 (1.66%) Citrix Hypervisor
5 7 (1.66%) VMware ESXi
6 6 (1.43%) vSphere
7 4 (0.95%) Terminal Services
8 2 (0.48%) IAG
8 2 (0.48%) Virtual Machines
9 1 (0.24%) Microsoft Virtual Server
9 1 (0.24%) NFS
9 1 (0.24%) Samba
9 1 (0.24%) Virtual Servers
Systems Management
1 87 (20.67%) Kubernetes
2 56 (13.30%) Terraform
3 44 (10.45%) Ansible
4 24 (5.70%) Grafana
5 15 (3.56%) ZABBIX
6 12 (2.85%) Puppet
7 11 (2.61%) Bugsnag
8 6 (1.43%) SCCM
9 5 (1.19%) Opscode Chef
9 5 (1.19%) vCenter Server
10 3 (0.71%) Active Directory Federation Services
10 3 (0.71%) Microsoft Clustering
10 3 (0.71%) Prometheus
10 3 (0.71%) SCOM
10 3 (0.71%) SCOrch
11 2 (0.48%) Microsoft Intune
12 1 (0.24%) Argo
12 1 (0.24%) Kibana
12 1 (0.24%) Mesos
12 1 (0.24%) WebSphere Cast Iron
Vendors
1 116 (27.55%) Microsoft
2 41 (9.74%) Google
3 27 (6.41%) Oracle
4 21 (4.99%) VMware
5 15 (3.56%) AppDynamics
5 15 (3.56%) Salesforce.com
6 13 (3.09%) Red Hat
7 12 (2.85%) Rackspace
8 10 (2.38%) Apple
8 10 (2.38%) Cadence
9 9 (2.14%) HP
9 9 (2.14%) New Relic
9 9 (2.14%) Splunk
10 8 (1.90%) Databricks
10 8 (1.90%) LexisNexis
11 7 (1.66%) Citrix
11 7 (1.66%) Sybase
12 6 (1.43%) Cisco
12 6 (1.43%) Dynatrace
13 5 (1.19%) ProCurve