Period
to 14 November 2019

The following table provides summary statistics for permanent job vacancies advertised in Yorkshire 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 14 November 2019 with a comparison to the same period in the previous 2 years.

Amazon Web Services (AWS)
England > Yorkshire
6 months to
14 Nov 2019
Same period 2018 Same period 2017
Rank 15 21 61
Rank change year-on-year +6 +40 +81
Permanent jobs citing AWS 698 743 427
As % of all permanent IT jobs advertised in Yorkshire 10.18% 8.82% 4.32%
As % of the Cloud Services category 36.18% 36.12% 28.50%
Number of salaries quoted 608 671 359
Yorkshire median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% -9.52%
10th Percentile £32,500 £32,500 £31,250
90th Percentile £72,500 £77,500 £66,350
England median annual salary £65,000 £62,500 £60,000
% change year-on-year +4.00% +4.17% +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 Yorkshire with a requirement for cloud computing skills.

All Cloud Skills
Yorkshire
Permanent vacancies with a requirement for cloud computing skills 1,929 2,057 1,498
As % of all permanent IT jobs advertised in Yorkshire 28.14% 24.42% 15.15%
Number of salaries quoted 1,597 1,705 1,265
Yorkshire median annual salary £45,000 £45,000 £42,500
Median salary % change year-on-year - +5.88% -
10th Percentile £26,250 £27,750 £23,500
90th Percentile £68,750 £70,000 £62,500
England median annual salary £55,000 £55,000 £52,000
% change year-on-year - +5.77% +1.16%

AWS
Job Vacancy Trend in Yorkshire

Job postings citing AWS as a percentage of all IT jobs advertised in Yorkshire.

Job vacancy trend for AWS in Yorkshire

AWS
Salary Trend in Yorkshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing AWS in Yorkshire.

Salary trend for AWS in Yorkshire

AWS
Salary Histogram in Yorkshire

The salary distribution of IT jobs citing AWS in Yorkshire over the 6 months to 14 November 2019.

Salary histogram for AWS in Yorkshire

AWS
Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing AWS within the Yorkshire region over the 6 months to 14 November 2019. 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
West Yorkshire +6 521 £50,000 - 126
South Yorkshire +7 101 £45,000 -10.00% 34
North Yorkshire -55 49 £45,000 -4.26% 17
East Yorkshire +17 23 £55,000 +29.41% 1
AWS
England

For the 6 months to 14 November 2019, 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 Yorkshire region with a requirement for AWS.

1 391 (56.02%) Azure
2 273 (39.11%) Agile Software Development
3 207 (29.66%) DevOps
4 178 (25.50%) Docker
5 167 (23.93%) Python
6 158 (22.64%) JavaScript
7 155 (22.21%) Java
8 151 (21.63%) Linux
9 134 (19.20%) SQL
9 134 (19.20%) Microsoft
10 132 (18.91%) C#
11 128 (18.34%) GCP
12 126 (18.05%) Kubernetes
13 125 (17.91%) Windows
14 120 (17.19%) Finance
15 117 (16.76%) .NET
16 112 (16.05%) Web Services
17 108 (15.47%) SQL Server
18 101 (14.47%) Terraform
19 96 (13.75%) Microservices
20 94 (13.47%) TDD
21 88 (12.61%) Ansible
22 85 (12.18%) Software Engineering
23 82 (11.75%) Git (software)
24 79 (11.32%) Google
24 79 (11.32%) Test Automation
25 78 (11.17%) VMware
26 74 (10.60%) Jenkins
27 73 (10.46%) Active Directory
28 72 (10.32%) Scrum

AWS
Co-occurring IT Skills in Yorkshire 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 35 (5.01%) Apache Spark
2 24 (3.44%) SharePoint
3 23 (3.30%) Confluence
3 23 (3.30%) IIS
4 21 (3.01%) Apache
5 20 (2.87%) Elasticsearch
6 18 (2.58%) CMS
7 14 (2.01%) Umbraco
8 12 (1.72%) Drupal
9 10 (1.43%) nginx
9 10 (1.43%) OpenStack
10 8 (1.15%) Oracle SOA Suite
10 8 (1.15%) Skype for Business
11 7 (1.00%) Exchange Server 2010
11 7 (1.00%) MS Exchange
11 7 (1.00%) Tomcat
12 5 (0.72%) Exchange Server 2013
13 4 (0.57%) Jetty
14 3 (0.43%) Apache ServiceMix
14 3 (0.43%) SAS
Applications
1 11 (1.58%) Microsoft Office
2 8 (1.15%) Microsoft Excel
2 8 (1.15%) MS Visio
3 4 (0.57%) Adobe Illustrator
4 2 (0.29%) Chatbot
5 1 (0.14%) InDesign
5 1 (0.14%) Photoshop
Business Applications
1 10 (1.43%) assyst
2 5 (0.72%) Magento
3 2 (0.29%) Oracle Receivables
3 2 (0.29%) Payment Gateway
3 2 (0.29%) SAP Hybris
4 1 (0.14%) Dynamics CRM
4 1 (0.14%) NetSuite
Cloud Services
1 391 (56.02%) Azure
2 128 (18.34%) GCP
3 44 (6.30%) SaaS
4 40 (5.73%) IaaS
5 33 (4.73%) Office 365
6 28 (4.01%) Cloud Computing
7 27 (3.87%) PaaS
8 25 (3.58%) AWS CloudFormation
8 25 (3.58%) Serverless
9 19 (2.72%) GitHub
10 17 (2.44%) Amazon S3
11 15 (2.15%) Amazon EC2
12 13 (1.86%) AWS Lambda
13 12 (1.72%) Power Platform
14 11 (1.58%) Amazon EMR
14 11 (1.58%) Azure Active Directory
15 10 (1.43%) G Suite
16 8 (1.15%) Virtual Private Cloud
17 7 (1.00%) IBM Cloud
17 7 (1.00%) Sumo Logic
Communications & Networking
1 63 (9.03%) Firewall
2 28 (4.01%) DNS
3 25 (3.58%) DHCP
4 19 (2.72%) Internet
5 16 (2.29%) LAN
5 16 (2.29%) TCP/IP
5 16 (2.29%) VoIP
5 16 (2.29%) WAN
6 14 (2.01%) Network Security
7 11 (1.58%) SAN
8 10 (1.43%) NGN
8 10 (1.43%) VLAN
8 10 (1.43%) Wi-Fi
9 9 (1.29%) Intrusion Detection
10 8 (1.15%) BGP
10 8 (1.15%) Cisco ASA
10 8 (1.15%) MPLS
10 8 (1.15%) OSPF
10 8 (1.15%) WLAN
11 7 (1.00%) HTTP
Database & Business Intelligence
1 108 (15.47%) SQL Server
2 69 (9.89%) MySQL
3 57 (8.17%) PostgreSQL
4 44 (6.30%) NoSQL
5 41 (5.87%) MongoDB
6 35 (5.01%) Hadoop
7 33 (4.73%) Big Data
8 31 (4.44%) Relational Database
9 26 (3.72%) Redis
10 22 (3.15%) Amazon RDS
10 22 (3.15%) Data Warehouse
11 18 (2.58%) SQL Server Integration Services
12 16 (2.29%) Apache Cassandra
13 14 (2.01%) Amazon Redshift
13 14 (2.01%) Apache Hive
13 14 (2.01%) Azure SQL Database
13 14 (2.01%) RDBMS
14 13 (1.86%) SQL Server Analysis Services
15 12 (1.72%) Amazon DynamoDB
15 12 (1.72%) Power BI
Development Applications
1 82 (11.75%) Git (software)
2 74 (10.60%) Jenkins
3 46 (6.59%) JIRA
4 36 (5.16%) Maven
4 36 (5.16%) Selenium
5 31 (4.44%) Cucumber
6 23 (3.30%) NUnit
7 20 (2.87%) Subversion
8 13 (1.86%) Bitbucket
9 11 (1.58%) JUnit
10 10 (1.43%) IntelliJ
10 10 (1.43%) Mercurial
10 10 (1.43%) Visual Studio
11 8 (1.15%) Android Studio
11 8 (1.15%) Ant
11 8 (1.15%) Atlassian Bamboo
11 8 (1.15%) Eclipse
11 8 (1.15%) SpecFlow
11 8 (1.15%) Team Foundation Server
11 8 (1.15%) VSS/SourceSafe
General
1 120 (17.19%) Finance
2 34 (4.87%) Retail
3 21 (3.01%) Manufacturing
4 14 (2.01%) Marketing
5 13 (1.86%) Public Sector
6 10 (1.43%) Banking
7 8 (1.15%) Telecoms
8 7 (1.00%) Local Government
9 6 (0.86%) Online Betting
10 5 (0.72%) Games
11 4 (0.57%) Advertising
12 2 (0.29%) Retail Banking
13 1 (0.14%) Financial Institution
13 1 (0.14%) Law
13 1 (0.14%) Legal
13 1 (0.14%) Pharmaceutical
Job Titles
1 238 (34.10%) Developer
2 111 (15.90%) Architect
3 88 (12.61%) DevOps Engineer
4 85 (12.18%) Senior Developer
5 46 (6.59%) Software Engineer
6 40 (5.73%) AWS Engineer
7 37 (5.30%) .NET Developer
8 36 (5.16%) Java Developer
9 32 (4.58%) PHP Developer
10 31 (4.44%) C# Developer
10 31 (4.44%) Solutions Architect
11 30 (4.30%) Software Developer
11 30 (4.30%) Technical Architect
12 24 (3.44%) Analyst
12 24 (3.44%) Test Engineer
13 23 (3.30%) Linux Engineer
13 23 (3.30%) Test Automation Engineer
14 22 (3.15%) Cloud Architect
14 22 (3.15%) Developer in Test
14 22 (3.15%) Senior Test Automation Engineer
Libraries, Frameworks & Software Standards
1 117 (16.76%) .NET
2 112 (16.05%) Web Services
3 68 (9.74%) Node.js
4 66 (9.46%) CSS
5 60 (8.60%) HTML
6 54 (7.74%) AngularJS
7 52 (7.45%) React
8 49 (7.02%) Spring
9 42 (6.02%) Spring Boot
10 38 (5.44%) .NET Core
10 38 (5.44%) ASP.NET
11 35 (5.01%) jQuery
12 31 (4.44%) Kafka
13 30 (4.30%) REST
14 25 (3.58%) Gherkin
15 24 (3.44%) Vue.js
16 22 (3.15%) LAMP
17 19 (2.72%) JSON
17 19 (2.72%) Middleware
17 19 (2.72%) SOAP
Miscellaneous
1 52 (7.45%) Greenfield Project
2 50 (7.16%) Public Cloud
3 39 (5.59%) Enterprise Software
4 35 (5.01%) Analytical Skills
5 34 (4.87%) Data Centre
6 23 (3.30%) Cloud Native
7 20 (2.87%) Mobile App
7 20 (2.87%) User Experience
8 18 (2.58%) Management Information System
9 17 (2.44%) Self-Motivation
10 14 (2.01%) Video\Live Streaming
11 13 (1.86%) Private Cloud
12 12 (1.72%) Linux Command Line
13 9 (1.29%) Hybrid Cloud
14 8 (1.15%) Algorithms
14 8 (1.15%) Mobile Computing
15 7 (1.00%) New Media
15 7 (1.00%) Video on Demand
16 6 (0.86%) Enterprise Cloud
17 5 (0.72%) Clustering
Operating Systems
1 151 (21.63%) Linux
2 125 (17.91%) Windows
3 60 (8.60%) Windows Server
4 32 (4.58%) Unix
5 20 (2.87%) Android
6 19 (2.72%) Windows Server 2012
7 18 (2.58%) Windows 8
8 15 (2.15%) Windows 10
8 15 (2.15%) Windows 7
9 14 (2.01%) Windows Server 2008
10 9 (1.29%) Red Hat Enterprise Linux
11 8 (1.15%) CentOS
12 6 (0.86%) Apple iOS
13 4 (0.57%) Mac OS X
14 1 (0.14%) Ubuntu
Processes & Methodologies
1 273 (39.11%) Agile Software Development
2 207 (29.66%) DevOps
3 96 (13.75%) Microservices
4 94 (13.47%) TDD
5 85 (12.18%) Software Engineering
6 79 (11.32%) Test Automation
7 72 (10.32%) Scrum
8 68 (9.74%) Configuration Management
8 68 (9.74%) MVC
9 66 (9.46%) Open Source
10 64 (9.17%) Continuous Integration
11 52 (7.45%) ITIL
12 44 (6.30%) Migration
12 44 (6.30%) Problem-Solving
13 41 (5.87%) Artificial Intelligence
13 41 (5.87%) Mentoring
14 39 (5.59%) Mobile Development
15 38 (5.44%) BDD
15 38 (5.44%) Machine Learning
16 36 (5.16%) SOA
Programming Languages
1 167 (23.93%) Python
2 158 (22.64%) JavaScript
3 155 (22.21%) Java
4 134 (19.20%) SQL
5 132 (18.91%) C#
6 67 (9.60%) PHP
7 66 (9.46%) Ruby
8 46 (6.59%) Bash Shell
9 29 (4.15%) PowerShell
10 21 (3.01%) Scala
11 19 (2.72%) Java 8
12 17 (2.44%) C
13 15 (2.15%) Go
13 15 (2.15%) Perl
14 13 (1.86%) TypeScript
15 11 (1.58%) Kotlin
15 11 (1.58%) Shell Script
16 10 (1.43%) T-SQL
17 8 (1.15%) PL/SQL
18 6 (0.86%) C++
Qualifications
1 27 (3.87%) AWS Certification
2 26 (3.72%) Degree
3 21 (3.01%) Cisco Certification
4 19 (2.72%) MCSE
4 19 (2.72%) Microsoft Certification
5 18 (2.58%) MCP
6 15 (2.15%) Security Cleared
7 14 (2.01%) SC Cleared
8 12 (1.72%) CCNP
9 10 (1.43%) Computer Science Degree
9 10 (1.43%) MCSA
10 8 (1.15%) CCNA
10 8 (1.15%) CESG Certified Professional
10 8 (1.15%) CISMP
10 8 (1.15%) CompTIA Security+
10 8 (1.15%) CRISC
11 6 (0.86%) CISSP
11 6 (0.86%) Citrix Certification
11 6 (0.86%) GIAC
11 6 (0.86%) Postgraduate
Quality Assurance & Compliance
1 20 (2.87%) SLA
2 17 (2.44%) QA
3 10 (1.43%) ISO/IEC 27001
4 8 (1.15%) GDPR
5 7 (1.00%) Cyber Essentials
5 7 (1.00%) Cyber Essentials PLUS
6 6 (0.86%) PCI DSS
7 4 (0.57%) COBIT
7 4 (0.57%) NIST
8 3 (0.43%) Actionable Recommendations
9 2 (0.29%) Data Quality
System Software
1 178 (25.50%) Docker
2 73 (10.46%) Active Directory
3 41 (5.87%) Hyper-V
4 38 (5.44%) VMware Infrastructure
5 15 (2.15%) vSphere
6 12 (1.72%) VMware ESXi
6 12 (1.72%) XenApp
7 11 (1.58%) VMware NSX
8 10 (1.43%) Virtual Machines
9 5 (0.72%) HDFS
10 4 (0.57%) KVM
11 3 (0.43%) Firmware
11 3 (0.43%) Virtual Servers
12 2 (0.29%) XenDesktop
13 1 (0.14%) Citrix Hypervisor
13 1 (0.14%) Postfix
13 1 (0.14%) ProxySG
13 1 (0.14%) Squid
Systems Management
1 126 (18.05%) Kubernetes
2 101 (14.47%) Terraform
3 88 (12.61%) Ansible
4 70 (10.03%) Puppet
5 65 (9.31%) Opscode Chef
6 25 (3.58%) Prometheus
7 17 (2.44%) Rancher
8 13 (1.86%) SCCM
9 8 (1.15%) Cobbler
9 8 (1.15%) Grafana
10 7 (1.00%) Tivoli
11 6 (0.86%) Graphite
11 6 (0.86%) WSUS
12 5 (0.72%) Backup Exec
12 5 (0.72%) Nagios
12 5 (0.72%) Packer
13 4 (0.57%) Consul
13 4 (0.57%) Docker Swarm
13 4 (0.57%) ZABBIX
14 3 (0.43%) Norton AntiVirus
Vendors
1 134 (19.20%) Microsoft
2 79 (11.32%) Google
3 78 (11.17%) VMware
4 58 (8.31%) Oracle
5 45 (6.45%) Cisco
6 25 (3.58%) Citrix
6 25 (3.58%) Rackspace
7 10 (1.43%) IBM
7 10 (1.43%) ServiceNow
8 9 (1.29%) Tableau
9 8 (1.15%) Adobe
9 8 (1.15%) AppDynamics
9 8 (1.15%) CheckPoint
9 8 (1.15%) HP
9 8 (1.15%) Symantec
9 8 (1.15%) Veeam
10 7 (1.00%) EnterpriseDB
10 7 (1.00%) SAP
10 7 (1.00%) Splunk
10 7 (1.00%) Xamarin