Period
to 14 September 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 September 2019 with a comparison to the same period in the previous 2 years.

Amazon Web Services (AWS)
England > Yorkshire
6 months to
14 Sep 2019
Same period 2018 Same period 2017
Rank 24 22 57
Rank change year-on-year -2 +35 +61
Permanent jobs citing AWS 678 763 462
As % of all permanent IT jobs advertised in Yorkshire 9.10% 8.63% 4.53%
As % of the Cloud Services category 34.97% 37.22% 30.04%
Number of salaries quoted 598 693 366
Yorkshire median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% -5.00%
10th Percentile £32,750 £33,800 £31,250
90th Percentile £72,500 £77,500 £67,500
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 1,939 2,050 1,538
As % of all permanent IT jobs advertised in Yorkshire 26.02% 23.19% 15.07%
Number of salaries quoted 1,627 1,709 1,288
Yorkshire median annual salary £45,000 £45,000 £42,500
Median salary % change year-on-year - +5.88% +6.25%
10th Percentile £26,250 £27,500 £25,350
90th Percentile £67,500 £70,000 £62,500
England median annual salary £55,000 £55,000 £50,000
% change year-on-year - +10.00% -0.99%

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 September 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 September 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 +6 485 £50,000 - 95
South Yorkshire +17 108 £45,000 -5.26% 14
North Yorkshire -72 55 £45,000 -10.00% 13
East Yorkshire +2 21 £47,500 +11.76% 2
AWS
England

For the 6 months to 14 September 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.

1 410 (60.47%) Azure
2 290 (42.77%) Agile Software Development
3 208 (30.68%) DevOps
4 161 (23.75%) Docker
4 161 (23.75%) SQL
5 150 (22.12%) Java
6 143 (21.09%) C#
7 139 (20.50%) Python
8 137 (20.21%) Microsoft
9 135 (19.91%) Linux
9 135 (19.91%) JavaScript
10 121 (17.85%) .NET
11 120 (17.70%) Kubernetes
12 107 (15.78%) Windows
12 107 (15.78%) Finance
13 106 (15.63%) GCP
14 100 (14.75%) Web Services
15 92 (13.57%) Git (software)
16 89 (13.13%) TDD
17 88 (12.98%) VMware
18 87 (12.83%) Terraform
19 86 (12.68%) SQL Server
20 84 (12.39%) Microservices
21 83 (12.24%) Software Engineering
22 82 (12.09%) Google
23 73 (10.77%) Jenkins
24 71 (10.47%) PHP
25 70 (10.32%) Continuous Integration
26 69 (10.18%) MySQL
26 69 (10.18%) Open Source

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 23 (3.39%) IIS
2 22 (3.24%) Apache
3 19 (2.80%) Elasticsearch
4 18 (2.65%) Apache Spark
4 18 (2.65%) Confluence
5 15 (2.21%) CMS
6 13 (1.92%) SharePoint
6 13 (1.92%) Umbraco
7 12 (1.77%) Drupal
7 12 (1.77%) nginx
7 12 (1.77%) Tomcat
8 8 (1.18%) MS Exchange
8 8 (1.18%) Oracle SOA Suite
9 7 (1.03%) OpenStack
10 6 (0.88%) Jetty
11 5 (0.74%) Exchange Server 2010
11 5 (0.74%) Exchange Server 2013
12 4 (0.59%) Apache ServiceMix
12 4 (0.59%) Cloud Foundry
12 4 (0.59%) Mule
Applications
1 9 (1.33%) Microsoft Office
2 5 (0.74%) Chatbot
2 5 (0.74%) Microsoft Excel
2 5 (0.74%) MS Visio
3 2 (0.29%) Adobe Illustrator
4 1 (0.15%) InDesign
4 1 (0.15%) Microsoft Project
4 1 (0.15%) Photoshop
4 1 (0.15%) Spreadsheet
Business Applications
1 8 (1.18%) Magento
2 7 (1.03%) assyst
3 2 (0.29%) Oracle Receivables
3 2 (0.29%) SAP Hybris
4 1 (0.15%) Dynamics CRM
4 1 (0.15%) Payment Gateway
4 1 (0.15%) Shopify
Cloud Services
1 410 (60.47%) Azure
2 106 (15.63%) GCP
3 44 (6.49%) Office 365
4 41 (6.05%) IaaS
5 39 (5.75%) SaaS
6 27 (3.98%) PaaS
7 26 (3.83%) AWS CloudFormation
7 26 (3.83%) Serverless
8 22 (3.24%) Cloud Computing
9 17 (2.51%) GitHub
10 14 (2.06%) Amazon EC2
11 12 (1.77%) Power Platform
12 10 (1.47%) Amazon S3
13 9 (1.33%) Amazon ELB
13 9 (1.33%) AWS Lambda
13 9 (1.33%) Azure Active Directory
14 8 (1.18%) Amazon CloudWatch
15 6 (0.88%) Amazon EMR
15 6 (0.88%) IBM Cloud
15 6 (0.88%) Sumo Logic
Communications & Networking
1 61 (9.00%) Firewall
2 26 (3.83%) WAN
3 24 (3.54%) LAN
4 23 (3.39%) DNS
4 23 (3.39%) Internet
5 20 (2.95%) VoIP
6 18 (2.65%) DHCP
7 15 (2.21%) Network Security
7 15 (2.21%) TCP/IP
7 15 (2.21%) VPN
8 14 (2.06%) Intrusion Detection
9 13 (1.92%) BGP
9 13 (1.92%) OSPF
9 13 (1.92%) WLAN
10 12 (1.77%) MPLS
11 10 (1.47%) VLAN
12 9 (1.33%) Cisco ASA
12 9 (1.33%) HTTP
12 9 (1.33%) Wi-Fi
13 8 (1.18%) EIGRP
Database & Business Intelligence
1 86 (12.68%) SQL Server
2 69 (10.18%) MySQL
3 43 (6.34%) PostgreSQL
4 40 (5.90%) NoSQL
5 30 (4.42%) MongoDB
6 28 (4.13%) Big Data
7 24 (3.54%) Relational Database
8 20 (2.95%) Hadoop
8 20 (2.95%) SQL Server Integration Services
9 19 (2.80%) Data Warehouse
9 19 (2.80%) SQL Server Reporting Services
10 18 (2.65%) Redis
11 16 (2.36%) Amazon DynamoDB
12 15 (2.21%) Amazon RDS
13 14 (2.06%) Amazon Redshift
13 14 (2.06%) Apache Hive
14 13 (1.92%) Azure SQL Database
14 13 (1.92%) SQL Server Analysis Services
15 12 (1.77%) Power BI
16 11 (1.62%) Apache Cassandra
Development Applications
1 92 (13.57%) Git (software)
2 73 (10.77%) Jenkins
3 39 (5.75%) Selenium
4 32 (4.72%) Cucumber
5 31 (4.57%) JIRA
5 31 (4.57%) Maven
6 22 (3.24%) NUnit
7 16 (2.36%) Subversion
8 13 (1.92%) TeamCity
9 11 (1.62%) Mercurial
10 10 (1.47%) Team Foundation Server
11 9 (1.33%) Atlassian Bamboo
11 9 (1.33%) CircleCI
11 9 (1.33%) GitLab
11 9 (1.33%) IntelliJ
11 9 (1.33%) JUnit
11 9 (1.33%) Mockito
11 9 (1.33%) Visual Studio
12 8 (1.18%) SpecFlow
12 8 (1.18%) WebDriver
General
1 107 (15.78%) Finance
2 50 (7.37%) Retail
3 19 (2.80%) Manufacturing
4 16 (2.36%) Public Sector
5 13 (1.92%) Marketing
6 11 (1.62%) Local Government
7 10 (1.47%) Banking
8 8 (1.18%) Telecoms
9 4 (0.59%) Games
10 2 (0.29%) Legal
10 2 (0.29%) Retail Banking
11 1 (0.15%) Advertising
11 1 (0.15%) Law
11 1 (0.15%) Pharmaceutical
Job Titles
1 216 (31.86%) Developer
2 99 (14.60%) Architect
3 91 (13.42%) DevOps Engineer
4 79 (11.65%) Senior Developer
5 47 (6.93%) Software Engineer
6 45 (6.64%) .NET Developer
6 45 (6.64%) C# Developer
7 41 (6.05%) AWS Engineer
8 34 (5.01%) Java Developer
8 34 (5.01%) Solutions Architect
9 32 (4.72%) C# .NET Developer
10 30 (4.42%) PHP Developer
11 28 (4.13%) Cloud Engineer
12 25 (3.69%) Linux Engineer
12 25 (3.69%) Technical Architect
13 24 (3.54%) Java Engineer
13 24 (3.54%) Software Developer
13 24 (3.54%) Test Engineer
14 23 (3.39%) JavaScript Developer
14 23 (3.39%) Test Automation Engineer
Libraries, Frameworks & Software Standards
1 121 (17.85%) .NET
2 100 (14.75%) Web Services
3 58 (8.55%) CSS
4 56 (8.26%) HTML
5 51 (7.52%) Node.js
6 47 (6.93%) AngularJS
6 47 (6.93%) Spring
7 45 (6.64%) React
8 43 (6.34%) .NET Core
9 42 (6.19%) ASP.NET
10 39 (5.75%) Spring Boot
11 29 (4.28%) jQuery
11 29 (4.28%) Kafka
12 25 (3.69%) REST
12 25 (3.69%) SOAP
13 23 (3.39%) Gherkin
14 22 (3.24%) HTML5
15 21 (3.10%) ASP.NET MVC
15 21 (3.10%) Vue.js
16 20 (2.95%) Symfony
Miscellaneous
1 48 (7.08%) Greenfield Project
2 37 (5.46%) Public Cloud
3 34 (5.01%) Analytical Skills
3 34 (5.01%) Enterprise Software
4 20 (2.95%) Data Centre
4 20 (2.95%) User Experience
5 19 (2.80%) Self-Motivation
6 18 (2.65%) Management Information System
7 15 (2.21%) Private Cloud
8 13 (1.92%) Cloud Native
9 12 (1.77%) Mobile App
10 9 (1.33%) Algorithms
10 9 (1.33%) Linux Command Line
11 8 (1.18%) Video\Live Streaming
12 6 (0.88%) Data Structures
12 6 (0.88%) iPhone
12 6 (0.88%) New Media
12 6 (0.88%) Video on Demand
13 5 (0.74%) Enterprise Cloud
13 5 (0.74%) Mainframe
Operating Systems
1 135 (19.91%) Linux
2 107 (15.78%) Windows
3 54 (7.96%) Windows Server
4 33 (4.87%) Unix
5 28 (4.13%) Windows Server 2012
6 18 (2.65%) Android
7 14 (2.06%) Windows 8
8 13 (1.92%) Windows Server 2008
9 12 (1.77%) Windows 10
9 12 (1.77%) Windows 7
10 10 (1.47%) Red Hat Enterprise Linux
11 8 (1.18%) CentOS
12 7 (1.03%) Apple iOS
13 3 (0.44%) AIX
14 2 (0.29%) Debian
Processes & Methodologies
1 290 (42.77%) Agile Software Development
2 208 (30.68%) DevOps
3 89 (13.13%) TDD
4 84 (12.39%) Microservices
5 83 (12.24%) Software Engineering
6 70 (10.32%) Continuous Integration
7 69 (10.18%) Open Source
8 67 (9.88%) Test Automation
9 63 (9.29%) MVC
10 60 (8.85%) Scrum
11 49 (7.23%) Configuration Management
12 47 (6.93%) Migration
13 46 (6.78%) Mentoring
13 46 (6.78%) Problem-Solving
14 44 (6.49%) ITIL
15 39 (5.75%) Mobile Development
16 38 (5.60%) Machine Learning
17 37 (5.46%) Artificial Intelligence
18 36 (5.31%) SOA
19 35 (5.16%) OO
Programming Languages
1 161 (23.75%) SQL
2 150 (22.12%) Java
3 143 (21.09%) C#
4 139 (20.50%) Python
5 135 (19.91%) JavaScript
6 71 (10.47%) PHP
7 62 (9.14%) Ruby
8 49 (7.23%) Bash Shell
9 32 (4.72%) PowerShell
10 21 (3.10%) Go
10 21 (3.10%) Java 8
11 20 (2.95%) Scala
12 17 (2.51%) Kotlin
13 15 (2.21%) Perl
14 13 (1.92%) Shell Script
15 12 (1.77%) C
15 12 (1.77%) TypeScript
16 8 (1.18%) ES6
16 8 (1.18%) VB
17 7 (1.03%) PL/SQL
Qualifications
1 25 (3.69%) Cisco Certification
2 24 (3.54%) AWS Certification
3 19 (2.80%) CCNP
4 14 (2.06%) MCSA
4 14 (2.06%) Microsoft Certification
5 12 (1.77%) Degree
6 9 (1.33%) MCSE
7 8 (1.18%) CISSP
8 7 (1.03%) GIAC
8 7 (1.03%) MCP
8 7 (1.03%) SANS
9 6 (0.88%) (ISC)2 CCSP
9 6 (0.88%) CEH
10 5 (0.74%) CCIE
10 5 (0.74%) CCNA
10 5 (0.74%) CCSP
11 4 (0.59%) PMP
11 4 (0.59%) RHCE
11 4 (0.59%) RHCSA
12 3 (0.44%) ISTQB
Quality Assurance & Compliance
1 17 (2.51%) SLA
2 15 (2.21%) QA
3 11 (1.62%) ISO/IEC 27001
4 8 (1.18%) Cyber Essentials
4 8 (1.18%) Cyber Essentials PLUS
5 6 (0.88%) GDPR
6 5 (0.74%) PCI DSS
7 4 (0.59%) COBIT
7 4 (0.59%) NIST
8 3 (0.44%) Actionable Recommendations
9 2 (0.29%) Data Quality
System Software
1 161 (23.75%) Docker
2 56 (8.26%) Active Directory
3 37 (5.46%) VMware Infrastructure
4 35 (5.16%) Hyper-V
5 10 (1.47%) vSphere
6 9 (1.33%) XenApp
7 7 (1.03%) VMware ESXi
8 6 (0.88%) Virtual Machines
9 5 (0.74%) Virtual Servers
10 4 (0.59%) HDFS
10 4 (0.59%) KVM
11 3 (0.44%) VMware NSX
11 3 (0.44%) XenDesktop
12 2 (0.29%) Firmware
13 1 (0.15%) Citrix Hypervisor
13 1 (0.15%) ProxySG
Systems Management
1 120 (17.70%) Kubernetes
2 87 (12.83%) Terraform
3 62 (9.14%) Puppet
4 59 (8.70%) Ansible
5 52 (7.67%) Opscode Chef
6 23 (3.39%) Prometheus
7 21 (3.10%) Rancher
8 14 (2.06%) Grafana
9 12 (1.77%) Cobbler
9 12 (1.77%) SCCM
9 12 (1.77%) Tivoli
10 10 (1.47%) SCOM
11 9 (1.33%) Nagios
11 9 (1.33%) Packer
12 8 (1.18%) Consul
12 8 (1.18%) WSUS
13 7 (1.03%) Docker Swarm
13 7 (1.03%) Graphite
14 6 (0.88%) Backup Exec
14 6 (0.88%) SolarWinds Orion
Vendors
1 137 (20.21%) Microsoft
2 88 (12.98%) VMware
3 82 (12.09%) Google
4 59 (8.70%) Oracle
5 47 (6.93%) Cisco
6 27 (3.98%) Rackspace
7 18 (2.65%) Citrix
7 18 (2.65%) IBM
8 14 (2.06%) CheckPoint
9 13 (1.92%) Tableau
10 12 (1.77%) HP
11 11 (1.62%) EnterpriseDB
11 11 (1.62%) SolarWinds
12 9 (1.33%) AppDynamics
12 9 (1.33%) Red Hat
13 8 (1.18%) Atlassian
13 8 (1.18%) SAP
14 7 (1.03%) ServiceNow
14 7 (1.03%) Splunk
14 7 (1.03%) Veeam