Period
to 29 October 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 29 October 2020 with a comparison to the same period in the previous 2 years.

Amazon Web Services (AWS)
England > East Midlands
6 months to
29 Oct 2020
Same period 2019 Same period 2018
Rank 16 16 29
Rank change year-on-year 0 +13 +26
Permanent jobs citing AWS 154 434 339
As % of all permanent jobs advertised in the East Midlands 10.72% 11.02% 7.14%
As % of the Cloud Services category 30.99% 32.68% 28.97%
Number of salaries quoted 147 393 266
Median annual salary £55,000 £52,500 £50,000
Median salary % change year-on-year +4.76% +5.00% -
10th Percentile £33,750 £32,500 £31,250
90th Percentile £90,000 £86,250 £88,000
England median annual salary £65,000 £65,000 £62,500
% change year-on-year - +4.00% +4.17%

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 497 1,328 1,170
As % of all permanent IT jobs advertised in the East Midlands 34.61% 33.71% 24.63%
Number of salaries quoted 416 1,118 951
Median annual salary £45,000 £45,000 £44,000
Median salary % change year-on-year - +2.27% +10.00%
10th Percentile £27,500 £26,246 £26,250
90th Percentile £73,600 £72,500 £75,000
England median annual salary £60,000 £55,000 £55,000
% change year-on-year +9.09% - +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 29 October 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 29 October 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 0 74 £70,000 +27.27% 33
Northamptonshire 0 27 £52,500 -4.55% 5
Leicestershire +13 26 £47,000 +17.50% 11
Derbyshire +19 21 £40,000 -11.11% 13
Lincolnshire +6 3 £55,000 +22.22% 4
AWS
England

For the 6 months to 29 October 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 86 (55.84%) Agile Software Development
2 79 (51.30%) Azure
3 64 (41.56%) DevOps
4 59 (38.31%) Finance
5 49 (31.82%) Microservices
6 40 (25.97%) JavaScript
7 37 (24.03%) C#
8 35 (22.73%) .NET
9 34 (22.08%) Scrum
10 32 (20.78%) Software Engineering
11 28 (18.18%) Google
12 26 (16.88%) Linux
13 24 (15.58%) SQL
13 24 (15.58%) Microsoft
13 24 (15.58%) GCP
14 23 (14.94%) Analytical Skills
14 23 (14.94%) Oracle
14 23 (14.94%) SaaS
14 23 (14.94%) Continuous Integration
15 22 (14.29%) JSON
16 21 (13.64%) Web Services
17 20 (12.99%) ITIL
17 20 (12.99%) Python
18 19 (12.34%) Firewall
18 19 (12.34%) JIRA
18 19 (12.34%) Git (software)
18 19 (12.34%) User Experience
18 19 (12.34%) Relational Database
18 19 (12.34%) Big Data
18 19 (12.34%) 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 10 (6.49%) Elasticsearch
2 7 (4.55%) nginx
2 7 (4.55%) Tomcat
3 6 (3.90%) Apache Spark
4 4 (2.60%) Confluence
5 3 (1.95%) WordPress
6 1 (0.65%) CMS
6 1 (0.65%) IIS
Applications
1 3 (1.95%) Microsoft Excel
1 3 (1.95%) Microsoft PowerPoint
1 3 (1.95%) MS Visio
Business Applications
1 4 (2.60%) Eikon
2 1 (0.65%) Salesforce.com CRM
Cloud Services
1 79 (51.30%) Azure
2 24 (15.58%) GCP
3 23 (14.94%) SaaS
4 15 (9.74%) AWS Lambda
4 15 (9.74%) Serverless
5 13 (8.44%) AWS CloudFormation
6 11 (7.14%) Amazon S3
7 10 (6.49%) Amazon EC2
8 9 (5.84%) Amazon ECS
8 9 (5.84%) Cloud Computing
9 8 (5.19%) Amazon EKS
10 6 (3.90%) npm
11 4 (2.60%) G Suite
11 4 (2.60%) IaaS
12 3 (1.95%) Amazon Kinesis
12 3 (1.95%) Boomi
12 3 (1.95%) iPaaS
12 3 (1.95%) Loggly
12 3 (1.95%) Office 365
12 3 (1.95%) Slack
Communications & Networking
1 19 (12.34%) Firewall
2 14 (9.09%) TCP/IP
3 13 (8.44%) DNS
4 5 (3.25%) SAN
4 5 (3.25%) WAN
5 4 (2.60%) HTTP
6 2 (1.30%) BGP
6 2 (1.30%) IPv6
6 2 (1.30%) LAN
6 2 (1.30%) Network Security
6 2 (1.30%) VSAN
7 1 (0.65%) SSL
7 1 (0.65%) VoIP
7 1 (0.65%) VPN
Database & Business Intelligence
1 19 (12.34%) Big Data
1 19 (12.34%) Relational Database
2 18 (11.69%) MySQL
3 17 (11.04%) SQL Server
4 15 (9.74%) Data Warehouse
4 15 (9.74%) Hadoop
4 15 (9.74%) NoSQL
5 10 (6.49%) HBase
5 10 (6.49%) PostgreSQL
6 9 (5.84%) Amazon Redshift
7 8 (5.19%) Snowflake Schema
8 7 (4.55%) Amazon Aurora
8 7 (4.55%) BigQuery
9 6 (3.90%) Apache Hive
9 6 (3.90%) Data Lake
9 6 (3.90%) SQL Server 2012
10 5 (3.25%) Amazon DynamoDB
10 5 (3.25%) OLTP
10 5 (3.25%) RDBMS
10 5 (3.25%) Spark SQL
Development Applications
1 19 (12.34%) Git (software)
1 19 (12.34%) JIRA
2 6 (3.90%) Grunt
2 6 (3.90%) gulp
2 6 (3.90%) jspm
2 6 (3.90%) Karma Test Runner
2 6 (3.90%) TeamCity
3 5 (3.25%) ER Studio
3 5 (3.25%) ERwin
3 5 (3.25%) PowerDesigner
4 4 (2.60%) GitLab
4 4 (2.60%) Jenkins
5 3 (1.95%) Selenium
6 2 (1.30%) Atlassian Bamboo
6 2 (1.30%) Bitbucket
6 2 (1.30%) FishEye
6 2 (1.30%) git-flow
6 2 (1.30%) Postman
6 2 (1.30%) SpecFlow
7 1 (0.65%) PHPUnit
General
1 59 (38.31%) Finance
2 12 (7.79%) Law
3 5 (3.25%) Banking
4 4 (2.60%) Back Office
5 3 (1.95%) Public Sector
6 2 (1.30%) Financial Institution
7 1 (0.65%) Digital Economy
7 1 (0.65%) Electronics
Job Titles
1 38 (24.68%) Developer
2 29 (18.83%) Architect
3 17 (11.04%) C# Developer
3 17 (11.04%) Solutions Architect
4 13 (8.44%) DevOps Engineer
5 12 (7.79%) AWS Engineer
6 11 (7.14%) Senior Developer
6 11 (7.14%) Software Engineer
7 10 (6.49%) AWS DevOps
7 10 (6.49%) AWS DevOps Engineer
8 8 (5.19%) .NET Developer
9 7 (4.55%) Data Architect
9 7 (4.55%) Senior Architect
10 6 (3.90%) IT Engineer
10 6 (3.90%) Operations Engineer
11 5 (3.25%) C# .NET Developer
11 5 (3.25%) Development Director
11 5 (3.25%) Lead Architect
11 5 (3.25%) Senior Data Architect
11 5 (3.25%) Systems Administrator
Libraries, Frameworks & Software Standards
1 35 (22.73%) .NET
2 22 (14.29%) JSON
3 21 (13.64%) Web Services
4 19 (12.34%) AngularJS
5 18 (11.69%) Node.js
6 17 (11.04%) ASP.NET
6 17 (11.04%) REST
7 15 (9.74%) .NET Core
7 15 (9.74%) HTML
8 14 (9.09%) GraphQL
9 13 (8.44%) CSS
9 13 (8.44%) React
10 9 (5.84%) RESTful
10 9 (5.84%) SOAP
10 9 (5.84%) Vue.js
11 7 (4.55%) Apache Avro
12 6 (3.90%) Entity Framework
12 6 (3.90%) Kafka
12 6 (3.90%) LINQ
12 6 (3.90%) WCF
Miscellaneous
1 23 (14.94%) Analytical Skills
2 19 (12.34%) User Experience
3 15 (9.74%) Greenfield Project
4 10 (6.49%) Self-Motivation
5 8 (5.19%) Analytical Mindset
6 7 (4.55%) Cloud Native
6 7 (4.55%) Replication
7 5 (3.25%) Mobile App
8 4 (2.60%) Credit Risk
8 4 (2.60%) Cybercrime
8 4 (2.60%) Public Cloud
8 4 (2.60%) Virtual Team
9 3 (1.95%) Data Centre
9 3 (1.95%) Wiki
10 2 (1.30%) Driving Licence
10 2 (1.30%) Embedded Systems
11 1 (0.65%) Enterprise Cloud
Operating Systems
1 26 (16.88%) Linux
2 18 (11.69%) Windows
3 12 (7.79%) Windows Server
4 10 (6.49%) Windows Server 2016
5 8 (5.19%) Windows Server 2012
6 7 (4.55%) Unix
7 5 (3.25%) Red Hat Enterprise Linux
8 3 (1.95%) Ubuntu
9 2 (1.30%) AIX
9 2 (1.30%) Solaris
9 2 (1.30%) Windows Server 2019
Processes & Methodologies
1 86 (55.84%) Agile Software Development
2 64 (41.56%) DevOps
3 49 (31.82%) Microservices
4 34 (22.08%) Scrum
5 32 (20.78%) Software Engineering
6 23 (14.94%) Continuous Integration
7 20 (12.99%) ITIL
8 19 (12.34%) Analytics
9 18 (11.69%) Data Modelling
10 17 (11.04%) Test Automation
11 15 (9.74%) BDD
12 14 (9.09%) ETL
12 14 (9.09%) SOA
12 14 (9.09%) Thought Leadership
13 13 (8.44%) Data Governance
13 13 (8.44%) Data Management
13 13 (8.44%) Problem-Solving
13 13 (8.44%) TDD
14 12 (7.79%) IT Strategy
15 11 (7.14%) Deployment Automation
Programming Languages
1 40 (25.97%) JavaScript
2 37 (24.03%) C#
3 24 (15.58%) SQL
4 20 (12.99%) Python
5 16 (10.39%) Java
6 14 (9.09%) T-SQL
7 10 (6.49%) TypeScript
8 6 (3.90%) PHP
9 5 (3.25%) C
10 4 (2.60%) C++
10 4 (2.60%) Perl
11 3 (1.95%) Google Apps Script
11 3 (1.95%) PL/SQL
11 3 (1.95%) Shell Script
12 2 (1.30%) Go
12 2 (1.30%) PowerShell
12 2 (1.30%) Ruby
12 2 (1.30%) Scala
13 1 (0.65%) Bash Shell
13 1 (0.65%) Kotlin
Qualifications
1 15 (9.74%) Degree
2 11 (7.14%) Microsoft Certification
3 9 (5.84%) AWS Certification
4 8 (5.19%) MCITP
4 8 (5.19%) MCSE
4 8 (5.19%) MCTS
5 6 (3.90%) Cisco Certification
6 5 (3.25%) Master's Degree
7 4 (2.60%) CCNA
7 4 (2.60%) DV Cleared
7 4 (2.60%) SC Cleared
7 4 (2.60%) Security Cleared
8 3 (1.95%) ISTQB
8 3 (1.95%) TOGAF Certification
9 2 (1.30%) VCAP
9 2 (1.30%) VMware Certified Professional (VCP)
10 1 (0.65%) Computer Science Degree
10 1 (0.65%) DBS Check
10 1 (0.65%) MCSA
Quality Assurance & Compliance
1 15 (9.74%) QA
2 10 (6.49%) ISO/IEC 27001
3 8 (5.19%) SLA
4 5 (3.25%) Sarbanes-Oxley
5 4 (2.60%) Data Quality
6 1 (0.65%) PCI DSS
System Software
1 14 (9.09%) VMware Infrastructure
2 13 (8.44%) Active Directory
3 12 (7.79%) Docker
4 8 (5.19%) Hyper-V
5 7 (4.55%) Varnish
6 5 (3.25%) Apache ZooKeeper
6 5 (3.25%) HDFS
7 2 (1.30%) vCloud
7 2 (1.30%) VMware ESXi
7 2 (1.30%) VMware NSX
7 2 (1.30%) XenApp
7 2 (1.30%) XenDesktop
8 1 (0.65%) Gluster
8 1 (0.65%) vSphere
Systems Management
1 9 (5.84%) Kubernetes
2 7 (4.55%) Puppet
2 7 (4.55%) Terraform
3 6 (3.90%) Opscode Chef
4 5 (3.25%) Hadoop YARN
5 4 (2.60%) Fluentd
6 3 (1.95%) Marathon
6 3 (1.95%) Mesos
7 2 (1.30%) Ansible
7 2 (1.30%) Packer
7 2 (1.30%) vCenter Server
7 2 (1.30%) WebSphere Cast Iron
8 1 (0.65%) EMC NetWorker
8 1 (0.65%) Oracle Enterprise Manager
8 1 (0.65%) Rancher
8 1 (0.65%) Sysdig
Vendors
1 28 (18.18%) Google
2 24 (15.58%) Microsoft
3 23 (14.94%) Oracle
4 17 (11.04%) VMware
5 10 (6.49%) Teradata
6 9 (5.84%) Cisco
7 7 (4.55%) Red Hat
8 6 (3.90%) Atlassian
8 6 (3.90%) Dell
9 5 (3.25%) Ab Initio
9 5 (3.25%) Cloudera
10 4 (2.60%) Salesforce.com
11 3 (1.95%) Citrix
11 3 (1.95%) IBM
11 3 (1.95%) Percona
11 3 (1.95%) Splunk
12 2 (1.30%) CheckPoint
12 2 (1.30%) Imperva
12 2 (1.30%) Spotify
13 1 (0.65%) EMC