Period
to 25 January 2021

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 25 January 2021 with a comparison to the same period in the previous 2 years.

Amazon Web Services (AWS)
England > East Midlands
6 months to
25 Jan 2021
Same period 2020 Same period 2019
Rank 15 16 23
Rank change year-on-year +1 +7 +13
Permanent jobs citing AWS 216 373 371
As % of all permanent jobs advertised in the East Midlands 10.50% 10.20% 8.66%
As % of the Cloud Services category 29.71% 30.35% 35.33%
Number of salaries quoted 240 319 302
Median annual salary £52,250 £52,500 £55,000
Median salary % change year-on-year -0.48% -4.55% +10.00%
10th Percentile £33,704 £33,750 £33,750
90th Percentile £87,500 £85,000 £85,000
England median annual salary £65,000 £65,000 £65,000

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 727 1,229 1,050
As % of all permanent IT jobs advertised in the East Midlands 35.34% 33.61% 24.52%
Number of salaries quoted 663 1,028 804
Median annual salary £44,000 £45,000 £45,000
Median salary % change year-on-year -2.22% - +5.88%
10th Percentile £29,750 £25,925 £26,250
90th Percentile £72,500 £77,500 £75,000
England median annual salary £57,500 £55,000 £55,000
% change year-on-year +4.55% - +4.76%

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 25 January 2021.

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 25 January 2021. 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 +1 103 £65,000 +8.33% 30
Derbyshire +15 40 £37,500 -25.00% 10
Leicestershire +24 36 £47,000 +10.59% 21
Northamptonshire -10 28 £55,000 +37.50% 9
Lincolnshire +11 6 £37,500 -16.67% 5
AWS
England

For the 6 months to 25 January 2021, 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.

1 126 (58.33%) Azure
2 95 (43.98%) Agile Software Development
3 71 (32.87%) Finance
4 70 (32.41%) JavaScript
5 66 (30.56%) DevOps
6 65 (30.09%) C#
7 60 (27.78%) .NET
8 57 (26.39%) Microservices
9 49 (22.69%) Software Engineering
10 40 (18.52%) ASP.NET
11 38 (17.59%) Microsoft
12 37 (17.13%) Greenfield Project
13 36 (16.67%) .NET Core
13 36 (16.67%) Node.js
13 36 (16.67%) Java
13 36 (16.67%) SQL
14 35 (16.20%) Web Services
14 35 (16.20%) GCP
15 34 (15.74%) AngularJS
16 32 (14.81%) Scrum
17 31 (14.35%) Firewall
18 30 (13.89%) User Experience
19 29 (13.43%) Relational Database
19 29 (13.43%) JSON
20 27 (12.50%) Docker
21 26 (12.04%) VMware
21 26 (12.04%) Linux
22 25 (11.57%) Windows
22 25 (11.57%) ITIL
22 25 (11.57%) HTML

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 6 (2.78%) Apache
2 4 (1.85%) MS Exchange
2 4 (1.85%) Tomcat
3 3 (1.39%) Confluence
3 3 (1.39%) Elasticsearch
3 3 (1.39%) nginx
3 3 (1.39%) WordPress
4 2 (0.93%) Apache Spark
4 2 (0.93%) SharePoint
5 1 (0.46%) IIS
Applications
1 3 (1.39%) Microsoft Excel
1 3 (1.39%) Microsoft Office
1 3 (1.39%) Microsoft PowerPoint
1 3 (1.39%) MS Visio
2 1 (0.46%) Microsoft Project
Business Applications
1 4 (1.85%) Eikon
2 1 (0.46%) Salesforce.com CRM
Cloud Services
1 126 (58.33%) Azure
2 35 (16.20%) GCP
3 18 (8.33%) Serverless
4 17 (7.87%) AWS CloudFormation
5 16 (7.41%) SaaS
6 15 (6.94%) Office 365
7 14 (6.48%) AWS Lambda
8 8 (3.70%) Cloud Computing
9 7 (3.24%) Amazon S3
10 6 (2.78%) Amazon EC2
10 6 (2.78%) npm
11 5 (2.31%) Amazon ECS
11 5 (2.31%) Slack
12 4 (1.85%) Amazon CloudWatch
12 4 (1.85%) G Suite
12 4 (1.85%) IaaS
12 4 (1.85%) Power Platform
13 3 (1.39%) Amazon Kinesis
13 3 (1.39%) Azure Active Directory
13 3 (1.39%) iPaaS
Communications & Networking
1 31 (14.35%) Firewall
2 11 (5.09%) DNS
2 11 (5.09%) TCP/IP
3 8 (3.70%) WAN
4 6 (2.78%) Network Security
5 5 (2.31%) LAN
5 5 (2.31%) SAN
5 5 (2.31%) VPN
6 3 (1.39%) PBX
6 3 (1.39%) VoIP
7 2 (0.93%) DHCP
7 2 (0.93%) IP Telephony
8 1 (0.46%) Cisco ISE
8 1 (0.46%) Cisco Wireless
8 1 (0.46%) HTTP
8 1 (0.46%) Software-Defined Networking
8 1 (0.46%) SSL
8 1 (0.46%) Wireless
8 1 (0.46%) WLAN
Database & Business Intelligence
1 29 (13.43%) Relational Database
2 20 (9.26%) SQL Server
3 14 (6.48%) MySQL
4 11 (5.09%) PostgreSQL
5 10 (4.63%) MongoDB
6 8 (3.70%) Big Data
7 7 (3.24%) Data Warehouse
8 6 (2.78%) NoSQL
8 6 (2.78%) SQL Server 2012
9 5 (2.31%) Amazon DynamoDB
9 5 (2.31%) Amazon Redshift
10 4 (1.85%) Power BI
10 4 (1.85%) Snowflake Schema
11 3 (1.39%) Amazon Aurora
11 3 (1.39%) BigQuery
12 2 (0.93%) Amazon Athena
12 2 (0.93%) Hadoop
12 2 (0.93%) SQL Server Analysis Services
12 2 (0.93%) SQL Server Integration Services
12 2 (0.93%) SQL Server Reporting Services
Development Applications
1 17 (7.87%) Git (software)
2 13 (6.02%) JIRA
3 10 (4.63%) Jenkins
4 6 (2.78%) Grunt
4 6 (2.78%) gulp
4 6 (2.78%) jspm
4 6 (2.78%) Karma Test Runner
4 6 (2.78%) TeamCity
5 2 (0.93%) Selenium
5 2 (0.93%) Subversion
6 1 (0.46%) Cucumber
6 1 (0.46%) git-flow
6 1 (0.46%) Postman
6 1 (0.46%) SoapUI
6 1 (0.46%) SpecFlow
General
1 71 (32.87%) Finance
2 22 (10.19%) Law
3 7 (3.24%) Games
4 5 (2.31%) Public Sector
5 1 (0.46%) Digital Economy
5 1 (0.46%) Electronics
5 1 (0.46%) Retail
Job Titles
1 60 (27.78%) Developer
2 32 (14.81%) C# Developer
3 31 (14.35%) Architect
4 23 (10.65%) .NET Developer
5 20 (9.26%) Senior Developer
6 19 (8.80%) AWS Engineer
7 18 (8.33%) Software Engineer
8 16 (7.41%) C# .NET Developer
9 15 (6.94%) DevOps Engineer
10 13 (6.02%) Senior C# Developer
11 12 (5.56%) Senior .NET Developer
12 11 (5.09%) AWS DevOps
12 11 (5.09%) AWS DevOps Engineer
12 11 (5.09%) Solutions Architect
13 10 (4.63%) Development Manager
14 9 (4.17%) AWS Developer
14 9 (4.17%) Development Director
14 9 (4.17%) Infrastructure Engineer
14 9 (4.17%) Senior C# .NET Developer
15 7 (3.24%) Java Development Manager
Libraries, Frameworks & Software Standards
1 60 (27.78%) .NET
2 40 (18.52%) ASP.NET
3 36 (16.67%) .NET Core
3 36 (16.67%) Node.js
4 35 (16.20%) Web Services
5 34 (15.74%) AngularJS
6 29 (13.43%) JSON
7 25 (11.57%) HTML
8 24 (11.11%) React
9 18 (8.33%) CSS
10 17 (7.87%) Vue.js
11 14 (6.48%) REST
12 13 (6.02%) GraphQL
13 11 (5.09%) RESTful
14 10 (4.63%) ASP.NET Core
14 10 (4.63%) Redux
15 9 (4.17%) Kafka
16 6 (2.78%) Entity Framework
16 6 (2.78%) LINQ
16 6 (2.78%) WCF
Miscellaneous
1 37 (17.13%) Greenfield Project
2 30 (13.89%) User Experience
3 17 (7.87%) Self-Motivation
4 9 (4.17%) Cloud Native
5 8 (3.70%) Mobile App
5 8 (3.70%) Public Cloud
5 8 (3.70%) Virtual Team
6 7 (3.24%) Analytical Skills
6 7 (3.24%) Data Centre
7 3 (1.39%) Replication
8 2 (0.93%) Blog
8 2 (0.93%) Driving Licence
8 2 (0.93%) Embedded Systems
9 1 (0.46%) e-Learning
9 1 (0.46%) Enterprise Cloud
9 1 (0.46%) IVR
9 1 (0.46%) NHS
Operating Systems
1 26 (12.04%) Linux
2 25 (11.57%) Windows
3 13 (6.02%) Windows Server
4 11 (5.09%) Windows Server 2016
5 7 (3.24%) Windows Server 2012
6 6 (2.78%) Red Hat Enterprise Linux
7 4 (1.85%) Windows Server 2008
7 4 (1.85%) Windows Server 2019
8 3 (1.39%) Unix
9 2 (0.93%) AIX
9 2 (0.93%) Solaris
10 1 (0.46%) Android
10 1 (0.46%) Apple iOS
10 1 (0.46%) Ubuntu
Processes & Methodologies
1 95 (43.98%) Agile Software Development
2 66 (30.56%) DevOps
3 57 (26.39%) Microservices
4 49 (22.69%) Software Engineering
5 32 (14.81%) Scrum
6 25 (11.57%) ITIL
7 22 (10.19%) Thought Leadership
8 21 (9.72%) TDD
9 20 (9.26%) Fintech
10 19 (8.80%) Analytics
10 19 (8.80%) Continuous Integration
11 14 (6.48%) BDD
11 14 (6.48%) Problem-Solving
11 14 (6.48%) Technical Leadership
12 13 (6.02%) Migration
13 12 (5.56%) Artificial Intelligence
13 12 (5.56%) Computer Science
13 12 (5.56%) Infrastructure as Code
14 10 (4.63%) ETL
15 9 (4.17%) Data Modelling
Programming Languages
1 70 (32.41%) JavaScript
2 65 (30.09%) C#
3 36 (16.67%) Java
3 36 (16.67%) SQL
4 22 (10.19%) Python
5 13 (6.02%) Go
5 13 (6.02%) T-SQL
6 12 (5.56%) TypeScript
7 6 (2.78%) PowerShell
8 5 (2.31%) C
8 5 (2.31%) Kotlin
9 4 (1.85%) C++
9 4 (1.85%) PHP
10 3 (1.39%) Google Apps Script
11 2 (0.93%) ES6
11 2 (0.93%) Scala
12 1 (0.46%) PL/SQL
12 1 (0.46%) R
12 1 (0.46%) Ruby
Qualifications
1 12 (5.56%) Degree
2 11 (5.09%) AWS Certification
3 8 (3.70%) Microsoft Certification
4 7 (3.24%) MCITP
4 7 (3.24%) MCSE
4 7 (3.24%) MCTS
5 3 (1.39%) PRINCE2 Certification
6 2 (0.93%) CCNA
6 2 (0.93%) Cisco Certification
6 2 (0.93%) Computer Science Degree
6 2 (0.93%) ISTQB
6 2 (0.93%) TOGAF Certification
7 1 (0.46%) DBS Check
7 1 (0.46%) MCSA
7 1 (0.46%) PRINCE2 Practitioner
7 1 (0.46%) SC Cleared
7 1 (0.46%) Security Cleared
Quality Assurance & Compliance
1 23 (10.65%) QA
2 13 (6.02%) ISO/IEC 27001
3 7 (3.24%) SLA
4 3 (1.39%) Cyber Essentials
4 3 (1.39%) Cyber Essentials PLUS
4 3 (1.39%) Data Quality
5 2 (0.93%) GDPR
6 1 (0.46%) ISO 9001
6 1 (0.46%) PCI DSS
System Software
1 27 (12.50%) Docker
2 19 (8.80%) Active Directory
3 17 (7.87%) Hyper-V
3 17 (7.87%) VMware Infrastructure
4 5 (2.31%) XenApp
4 5 (2.31%) XenDesktop
5 3 (1.39%) Varnish
5 3 (1.39%) VMware ESXi
6 1 (0.46%) Gluster
6 1 (0.46%) vSphere
Systems Management
1 24 (11.11%) Kubernetes
2 14 (6.48%) Terraform
3 12 (5.56%) Opscode Chef
4 8 (3.70%) Puppet
5 6 (2.78%) Ansible
6 5 (2.31%) ZABBIX
7 4 (1.85%) Graphite
7 4 (1.85%) Prometheus
8 2 (0.93%) Marathon
8 2 (0.93%) Mesos
8 2 (0.93%) WebSphere Cast Iron
9 1 (0.46%) Consul
9 1 (0.46%) Fluentd
9 1 (0.46%) Oracle Enterprise Manager
9 1 (0.46%) Rancher
9 1 (0.46%) Sysdig
9 1 (0.46%) Tivoli Storage Manager
Vendors
1 38 (17.59%) Microsoft
2 26 (12.04%) VMware
3 21 (9.72%) Google
4 12 (5.56%) Oracle
5 8 (3.70%) Citrix
5 8 (3.70%) Red Hat
6 7 (3.24%) Cisco
7 6 (2.78%) Dell
8 4 (1.85%) Atlassian
8 4 (1.85%) Salesforce.com
9 3 (1.39%) CheckPoint
9 3 (1.39%) EMC
9 3 (1.39%) IBM
10 2 (0.93%) Ariba
10 2 (0.93%) Avaya
10 2 (0.93%) Imperva
10 2 (0.93%) NetApp
10 2 (0.93%) Veeam
11 1 (0.46%) Aruba
11 1 (0.46%) Palo Alto