Period
to 8 August 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 8 August 2020 with a comparison to the same period in the previous 2 years.

Amazon Web Services (AWS)
England > East Midlands
6 months to
8 Aug 2020
Same period 2019 Same period 2018
Rank 16 19 33
Rank change year-on-year +3 +14 +43
Permanent jobs citing AWS 169 390 308
As % of all permanent jobs advertised in the East Midlands 10.19% 9.77% 6.28%
As % of the Cloud Services category 32.01% 32.53% 25.31%
Number of salaries quoted 136 365 270
Median annual salary £55,000 £49,000 £50,000
Median salary % change year-on-year +12.24% -2.00% -
10th Percentile £36,250 £32,500 £30,700
90th Percentile £77,500 £87,500 £78,875
England median annual salary £65,000 £65,000 £60,000
% change year-on-year - +8.33% -

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 528 1,199 1,217
As % of all permanent IT jobs advertised in the East Midlands 31.83% 30.05% 24.80%
Number of salaries quoted 417 981 1,029
Median annual salary £45,000 £44,000 £42,714
Median salary % change year-on-year +2.27% +3.01% +0.50%
10th Percentile £28,500 £26,000 £26,250
90th Percentile £73,600 £67,500 £66,250
England median annual salary £57,500 £55,000 £53,600
% change year-on-year +4.55% +2.61% +7.20%

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 8 August 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 8 August 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 -2 87 £67,500 +22.73% 16
Northamptonshire +28 34 £50,000 -13.04% 18
Leicestershire +8 31 £45,000 +16.88% 8
Derbyshire +15 13 £45,000 +5.88% 6
Lincolnshire +9 1 - - 1
AWS
England

For the 6 months to 8 August 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 87 (51.48%) Azure
2 80 (47.34%) Agile Software Development
3 78 (46.15%) DevOps
4 50 (29.59%) Python
5 43 (25.44%) Finance
6 39 (23.08%) Linux
7 38 (22.49%) Microsoft
8 36 (21.30%) Google
9 33 (19.53%) Software Engineering
10 32 (18.93%) GCP
10 32 (18.93%) Git (software)
11 30 (17.75%) Public Cloud
12 29 (17.16%) Degree
12 29 (17.16%) Analytical Skills
13 28 (16.57%) ITIL
14 27 (15.98%) SQL
14 27 (15.98%) Problem-Solving
15 25 (14.79%) Oracle
15 25 (14.79%) Java
15 25 (14.79%) JavaScript
15 25 (14.79%) Windows
16 24 (14.20%) Analytics
17 23 (13.61%) SaaS
17 23 (13.61%) Cisco
18 22 (13.02%) Data Warehouse
18 22 (13.02%) Law
19 21 (12.43%) C#
19 21 (12.43%) SQL Server
19 21 (12.43%) Scrum
19 21 (12.43%) Microservices

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 12 (7.10%) Elasticsearch
2 11 (6.51%) Apache Spark
3 4 (2.37%) nginx
3 4 (2.37%) Tomcat
4 3 (1.78%) CMS
5 2 (1.18%) Confluence
6 1 (0.59%) Umbraco
Applications
1 2 (1.18%) Microsoft Excel
1 2 (1.18%) Microsoft Office
1 2 (1.18%) Microsoft PowerPoint
1 2 (1.18%) MS Visio
Business Applications
1 4 (2.37%) Eikon
2 1 (0.59%) Sparx Enterprise Architect
Cloud Services
1 87 (51.48%) Azure
2 32 (18.93%) GCP
3 23 (13.61%) SaaS
4 10 (5.92%) AWS Lambda
4 10 (5.92%) Serverless
5 9 (5.33%) Amazon EC2
5 9 (5.33%) Cloud Computing
6 7 (4.14%) Amazon S3
7 6 (3.55%) Amazon ECS
7 6 (3.55%) Amazon EKS
8 4 (2.37%) GitHub
8 4 (2.37%) IaaS
8 4 (2.37%) npm
9 3 (1.78%) Loggly
9 3 (1.78%) PaaS
9 3 (1.78%) Power Platform
10 2 (1.18%) Amazon Kinesis
10 2 (1.18%) IBM Cloud
10 2 (1.18%) Route 53
10 2 (1.18%) Virtual Private Cloud
Communications & Networking
1 17 (10.06%) Firewall
2 12 (7.10%) TCP/IP
3 11 (6.51%) DNS
4 9 (5.33%) SAN
5 4 (2.37%) WAN
6 3 (1.78%) HTTP
7 2 (1.18%) BGP
7 2 (1.18%) Internet
7 2 (1.18%) IPv6
7 2 (1.18%) LAN
7 2 (1.18%) SSH
7 2 (1.18%) VSAN
8 1 (0.59%) 5G
8 1 (0.59%) Network Security
8 1 (0.59%) SMS
8 1 (0.59%) VPN
Database & Business Intelligence
1 22 (13.02%) Data Warehouse
2 21 (12.43%) SQL Server
3 20 (11.83%) Big Data
3 20 (11.83%) Hadoop
4 18 (10.65%) NoSQL
5 17 (10.06%) MySQL
6 14 (8.28%) HBase
7 9 (5.33%) MongoDB
7 9 (5.33%) OLTP
8 8 (4.73%) Apache Hive
8 8 (4.73%) Impala
8 8 (4.73%) PostgreSQL
8 8 (4.73%) RDBMS
8 8 (4.73%) Relational Database
8 8 (4.73%) Snowflake Schema
8 8 (4.73%) SQL Server Integration Services
9 7 (4.14%) Flink
10 6 (3.55%) Amazon Redshift
10 6 (3.55%) Azure SQL Data Warehouse
10 6 (3.55%) Data Lake
Development Applications
1 32 (18.93%) Git (software)
2 16 (9.47%) Jenkins
3 12 (7.10%) JIRA
4 9 (5.33%) ERwin
4 9 (5.33%) PowerDesigner
5 6 (3.55%) ER Studio
6 5 (2.96%) GitLab
7 4 (2.37%) Bitbucket
7 4 (2.37%) Grunt
7 4 (2.37%) gulp
7 4 (2.37%) jspm
7 4 (2.37%) Karma Test Runner
7 4 (2.37%) Selenium
7 4 (2.37%) TeamCity
8 3 (1.78%) Cucumber
9 2 (1.18%) Artifactory
9 2 (1.18%) Atlassian Bamboo
9 2 (1.18%) FishEye
9 2 (1.18%) JMeter
9 2 (1.18%) Mercurial
General
1 43 (25.44%) Finance
2 22 (13.02%) Law
3 14 (8.28%) Back Office
4 13 (7.69%) Retail
5 5 (2.96%) Banking
6 3 (1.78%) Marketing
6 3 (1.78%) Public Sector
7 2 (1.18%) Financial Institution
7 2 (1.18%) Telecoms
8 1 (0.59%) Billing
8 1 (0.59%) Electronics
8 1 (0.59%) Games
Job Titles
1 38 (22.49%) Developer
2 30 (17.75%) Architect
3 19 (11.24%) Solutions Architect
4 14 (8.28%) AWS Engineer
5 13 (7.69%) Cloud Engineer
5 13 (7.69%) DevOps Engineer
6 11 (6.51%) Software Engineer
7 9 (5.33%) Infrastructure Engineer
8 8 (4.73%) Data Architect
8 8 (4.73%) Platform Engineer
8 8 (4.73%) Senior Developer
8 8 (4.73%) Technical Support
9 7 (4.14%) Azure Engineer
9 7 (4.14%) Senior Architect
9 7 (4.14%) Senior Infrastructure Engineer
9 7 (4.14%) Software Developer
9 7 (4.14%) Support Officer
9 7 (4.14%) Technical Support Officer
10 6 (3.55%) Business Intelligence Developer
10 6 (3.55%) Senior Solutions Architect
Libraries, Frameworks & Software Standards
1 18 (10.65%) HTML
2 16 (9.47%) AngularJS
2 16 (9.47%) CSS
2 16 (9.47%) Web Services
3 15 (8.88%) .NET
3 15 (8.88%) REST
4 14 (8.28%) Node.js
5 11 (6.51%) React
6 10 (5.92%) Kafka
7 9 (5.33%) JSON
7 9 (5.33%) SOAP
8 7 (4.14%) jQuery
9 6 (3.55%) Django
9 6 (3.55%) Elastic Stack
10 5 (2.96%) .NET Core
10 5 (2.96%) GraphQL
10 5 (2.96%) RESTful
11 4 (2.37%) Apache Avro
11 4 (2.37%) Entity Framework
11 4 (2.37%) RabbitMQ
Miscellaneous
1 30 (17.75%) Public Cloud
2 29 (17.16%) Analytical Skills
3 17 (10.06%) Cloud Native
4 14 (8.28%) Cybercrime
5 9 (5.33%) Data Centre
6 8 (4.73%) Analytical Mindset
6 8 (4.73%) Mobile App
7 6 (3.55%) Self-Motivation
7 6 (3.55%) User Experience
8 4 (2.37%) Credit Risk
8 4 (2.37%) Management Information System
8 4 (2.37%) Replication
9 3 (1.78%) Enterprise Software
9 3 (1.78%) Greenfield Project
9 3 (1.78%) Reference Data
9 3 (1.78%) Wiki
10 2 (1.18%) Enterprise Cloud
11 1 (0.59%) Driving Licence
11 1 (0.59%) Hybrid Cloud
11 1 (0.59%) VxBlock/Vblock
Operating Systems
1 39 (23.08%) Linux
2 25 (14.79%) Windows
3 12 (7.10%) Windows Server
4 10 (5.92%) Ubuntu
5 8 (4.73%) Windows Server 2016
6 7 (4.14%) Red Hat Enterprise Linux
6 7 (4.14%) Windows Server 2012
7 5 (2.96%) Android
7 5 (2.96%) Apple iOS
7 5 (2.96%) Unix
8 3 (1.78%) Mac OS X
9 1 (0.59%) Mac OS
9 1 (0.59%) Windows Server 2019
Processes & Methodologies
1 80 (47.34%) Agile Software Development
2 78 (46.15%) DevOps
3 33 (19.53%) Software Engineering
4 28 (16.57%) ITIL
5 27 (15.98%) Problem-Solving
6 24 (14.20%) Analytics
7 21 (12.43%) Microservices
7 21 (12.43%) Scrum
8 20 (11.83%) Data Modelling
8 20 (11.83%) Test Automation
9 18 (10.65%) Data Governance
9 18 (10.65%) Strategic Roadmap
10 17 (10.06%) Data Management
10 17 (10.06%) Infrastructure Engineering
11 16 (9.47%) OOP
12 15 (8.88%) Business Intelligence
13 14 (8.28%) Computer Science
13 14 (8.28%) Customer Requirements
13 14 (8.28%) ITIL V3
14 12 (7.10%) Logical Data Model
Programming Languages
1 50 (29.59%) Python
2 27 (15.98%) SQL
3 25 (14.79%) Java
3 25 (14.79%) JavaScript
4 21 (12.43%) C#
5 11 (6.51%) PowerShell
5 11 (6.51%) T-SQL
6 9 (5.33%) PHP
7 8 (4.73%) Bash Shell
8 7 (4.14%) Scala
9 6 (3.55%) TypeScript
10 5 (2.96%) PL/SQL
11 4 (2.37%) Perl
11 4 (2.37%) Ruby
12 3 (1.78%) Shell Script
13 2 (1.18%) C++
13 2 (1.18%) Go
13 2 (1.18%) Kotlin
14 1 (0.59%) C
Qualifications
1 29 (17.16%) Degree
2 17 (10.06%) Cisco Certification
3 15 (8.88%) AWS Certification
4 14 (8.28%) CCNA
4 14 (8.28%) DV Cleared
4 14 (8.28%) SC Cleared
4 14 (8.28%) Security Cleared
5 9 (5.33%) Computer Science Degree
5 9 (5.33%) Master's Degree
5 9 (5.33%) Microsoft Certification
6 7 (4.14%) MCITP
6 7 (4.14%) MCSE
6 7 (4.14%) MCTS
7 3 (1.78%) TOGAF Certification
8 2 (1.18%) VCAP
8 2 (1.18%) VMware Certified Professional (VCP)
9 1 (0.59%) BPSS Clearance
9 1 (0.59%) CCNP
9 1 (0.59%) ISTQB
Quality Assurance & Compliance
1 8 (4.73%) Data Quality
1 8 (4.73%) ISO/IEC 27001
1 8 (4.73%) QA
2 7 (4.14%) SLA
3 5 (2.96%) Sarbanes-Oxley
4 1 (0.59%) PCI DSS
System Software
1 15 (8.88%) Active Directory
1 15 (8.88%) Docker
2 13 (7.69%) VMware Infrastructure
3 8 (4.73%) HDFS
4 5 (2.96%) Apache ZooKeeper
5 4 (2.37%) Varnish
6 3 (1.78%) Hyper-V
6 3 (1.78%) vSphere
7 2 (1.18%) vCloud
7 2 (1.18%) Virtual Machines
7 2 (1.18%) VMware ESXi
7 2 (1.18%) VMware NSX
8 1 (0.59%) Apache Flume
Systems Management
1 13 (7.69%) Ansible
1 13 (7.69%) Terraform
2 11 (6.51%) Kubernetes
2 11 (6.51%) Puppet
3 6 (3.55%) Hadoop YARN
3 6 (3.55%) SCCM
3 6 (3.55%) SCOM
3 6 (3.55%) WSUS
4 5 (2.96%) Opscode Chef
5 3 (1.78%) Fluentd
6 2 (1.18%) Mesos
6 2 (1.18%) Packer
6 2 (1.18%) vCenter Server
7 1 (0.59%) EMC NetWorker
7 1 (0.59%) Marathon
7 1 (0.59%) Oracle Enterprise Manager
7 1 (0.59%) Rancher
Vendors
1 38 (22.49%) Microsoft
2 36 (21.30%) Google
3 25 (14.79%) Oracle
4 23 (13.61%) Cisco
5 17 (10.06%) VMware
6 11 (6.51%) Teradata
7 8 (4.73%) Atlassian
7 8 (4.73%) HP
8 6 (3.55%) NetApp
8 6 (3.55%) Red Hat
9 5 (2.96%) Ab Initio
9 5 (2.96%) Cloudera
9 5 (2.96%) Splunk
10 4 (2.37%) Cognizant
10 4 (2.37%) IBM
11 3 (1.78%) Apple
11 3 (1.78%) Dell
11 3 (1.78%) Percona
12 2 (1.18%) Meraki
12 2 (1.18%) New Relic