Period
to 19 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 19 September 2019 with a comparison to the same period in the previous 2 years.

Amazon Web Services (AWS)
England > Yorkshire
6 months to
19 Sep 2019
Same period 2018 Same period 2017
Rank 24 21 58
Rank change year-on-year -3 +37 +61
Permanent jobs citing AWS 682 760 457
As % of all permanent IT jobs advertised in Yorkshire 9.12% 8.65% 4.49%
As % of the Cloud Services category 34.97% 37.15% 29.75%
Number of salaries quoted 601 689 363
Yorkshire median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% -5.00%
10th Percentile £32,500 £33,750 £31,250
90th Percentile £72,500 £77,500 £67,350
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 1,950 2,046 1,536
As % of all permanent IT jobs advertised in Yorkshire 26.09% 23.28% 15.10%
Number of salaries quoted 1,629 1,701 1,285
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 £25,200
90th Percentile £67,500 £70,000 £62,500
England median annual salary £55,000 £55,000 £50,000
% change year-on-year - +10.00% -

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 19 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 19 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 +6 488 £50,000 - 95
South Yorkshire +22 111 £45,000 -5.26% 15
North Yorkshire -77 51 £45,000 -10.00% 10
East Yorkshire +2 23 £48,750 +14.71% 1
AWS
England

For the 6 months to 19 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.

1 409 (59.97%) Azure
2 291 (42.67%) Agile Software Development
3 208 (30.50%) DevOps
4 162 (23.75%) Docker
4 162 (23.75%) SQL
5 150 (21.99%) Java
6 144 (21.11%) Python
7 143 (20.97%) C#
8 139 (20.38%) Microsoft
9 138 (20.23%) Linux
10 135 (19.79%) JavaScript
11 122 (17.89%) .NET
12 121 (17.74%) Kubernetes
13 110 (16.13%) Windows
14 106 (15.54%) Finance
15 103 (15.10%) GCP
16 101 (14.81%) Web Services
17 93 (13.64%) Git (software)
18 91 (13.34%) TDD
18 91 (13.34%) SQL Server
19 87 (12.76%) Terraform
20 86 (12.61%) Microservices
20 86 (12.61%) VMware
21 81 (11.88%) Software Engineering
22 77 (11.29%) Google
23 75 (11.00%) Jenkins
24 71 (10.41%) PHP
25 70 (10.26%) Continuous Integration
26 68 (9.97%) MySQL
27 66 (9.68%) Test Automation

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 24 (3.52%) IIS
2 22 (3.23%) Apache
3 21 (3.08%) Elasticsearch
4 20 (2.93%) Apache Spark
5 18 (2.64%) Confluence
6 16 (2.35%) SharePoint
7 15 (2.20%) CMS
8 14 (2.05%) nginx
9 13 (1.91%) Umbraco
10 12 (1.76%) Drupal
10 12 (1.76%) Tomcat
11 8 (1.17%) Oracle SOA Suite
12 7 (1.03%) MS Exchange
12 7 (1.03%) OpenStack
13 6 (0.88%) Jetty
14 5 (0.73%) Exchange Server 2010
14 5 (0.73%) Exchange Server 2013
15 4 (0.59%) Apache ServiceMix
15 4 (0.59%) Cloud Foundry
15 4 (0.59%) Mule
Applications
1 10 (1.47%) Microsoft Office
2 6 (0.88%) Microsoft Excel
2 6 (0.88%) MS Visio
3 5 (0.73%) Chatbot
4 2 (0.29%) Adobe Illustrator
5 1 (0.15%) InDesign
5 1 (0.15%) Microsoft Project
5 1 (0.15%) Photoshop
5 1 (0.15%) Spreadsheet
Business Applications
1 8 (1.17%) assyst
1 8 (1.17%) Magento
2 2 (0.29%) Oracle Receivables
2 2 (0.29%) SAP Hybris
3 1 (0.15%) Dynamics CRM
3 1 (0.15%) Payment Gateway
3 1 (0.15%) Shopify
Cloud Services
1 409 (59.97%) Azure
2 103 (15.10%) GCP
3 45 (6.60%) Office 365
4 41 (6.01%) IaaS
5 39 (5.72%) SaaS
6 27 (3.96%) PaaS
7 26 (3.81%) Serverless
8 25 (3.67%) AWS CloudFormation
9 23 (3.37%) Cloud Computing
10 17 (2.49%) GitHub
11 13 (1.91%) Amazon EC2
12 12 (1.76%) Power Platform
13 10 (1.47%) Amazon S3
13 10 (1.47%) Azure Active Directory
14 9 (1.32%) Amazon ELB
14 9 (1.32%) AWS Lambda
15 8 (1.17%) Amazon CloudWatch
16 6 (0.88%) Sumo Logic
17 5 (0.73%) Mimecast
17 5 (0.73%) Virtual Private Cloud
Communications & Networking
1 63 (9.24%) Firewall
2 26 (3.81%) WAN
3 24 (3.52%) DNS
3 24 (3.52%) LAN
4 23 (3.37%) Internet
5 21 (3.08%) VoIP
6 19 (2.79%) DHCP
7 15 (2.20%) Network Security
7 15 (2.20%) TCP/IP
7 15 (2.20%) VPN
8 14 (2.05%) Intrusion Detection
9 13 (1.91%) BGP
9 13 (1.91%) OSPF
9 13 (1.91%) WLAN
10 12 (1.76%) MPLS
11 10 (1.47%) VLAN
11 10 (1.47%) Wi-Fi
12 9 (1.32%) Cisco ASA
12 9 (1.32%) HTTP
13 8 (1.17%) SAN
Database & Business Intelligence
1 91 (13.34%) SQL Server
2 68 (9.97%) MySQL
3 44 (6.45%) PostgreSQL
4 41 (6.01%) NoSQL
5 32 (4.69%) MongoDB
6 31 (4.55%) Big Data
7 24 (3.52%) Relational Database
8 23 (3.37%) Hadoop
9 21 (3.08%) Redis
9 21 (3.08%) SQL Server Integration Services
10 20 (2.93%) Data Warehouse
11 19 (2.79%) SQL Server Reporting Services
12 16 (2.35%) Amazon DynamoDB
12 16 (2.35%) Amazon RDS
12 16 (2.35%) Apache Hive
13 14 (2.05%) SQL Server Analysis Services
14 13 (1.91%) Amazon Redshift
14 13 (1.91%) Apache Cassandra
14 13 (1.91%) Azure SQL Database
15 12 (1.76%) Riak
Development Applications
1 93 (13.64%) Git (software)
2 75 (11.00%) Jenkins
3 37 (5.43%) Selenium
4 33 (4.84%) Maven
5 31 (4.55%) Cucumber
5 31 (4.55%) JIRA
6 22 (3.23%) NUnit
7 19 (2.79%) Subversion
8 13 (1.91%) Mercurial
9 12 (1.76%) TeamCity
10 11 (1.61%) Team Foundation Server
11 10 (1.47%) IntelliJ
11 10 (1.47%) JUnit
12 9 (1.32%) Atlassian Bamboo
12 9 (1.32%) CircleCI
12 9 (1.32%) GitLab
12 9 (1.32%) Mockito
12 9 (1.32%) Visual Studio
13 8 (1.17%) WebDriver
14 7 (1.03%) SpecFlow
General
1 106 (15.54%) Finance
2 47 (6.89%) Retail
3 19 (2.79%) Manufacturing
4 16 (2.35%) Public Sector
5 13 (1.91%) Marketing
6 10 (1.47%) Banking
6 10 (1.47%) Local Government
7 8 (1.17%) Telecoms
8 4 (0.59%) Games
9 2 (0.29%) Legal
9 2 (0.29%) Retail Banking
10 1 (0.15%) Advertising
10 1 (0.15%) Law
10 1 (0.15%) Pharmaceutical
Job Titles
1 219 (32.11%) Developer
2 99 (14.52%) Architect
3 91 (13.34%) DevOps Engineer
4 81 (11.88%) Senior Developer
5 46 (6.74%) Software Engineer
6 44 (6.45%) .NET Developer
6 44 (6.45%) C# Developer
7 40 (5.87%) AWS Engineer
8 34 (4.99%) Java Developer
9 31 (4.55%) C# .NET Developer
9 31 (4.55%) Solutions Architect
10 30 (4.40%) PHP Developer
11 27 (3.96%) Technical Architect
12 26 (3.81%) Cloud Engineer
13 24 (3.52%) Analyst
13 24 (3.52%) Linux Engineer
13 24 (3.52%) Test Engineer
14 23 (3.37%) Senior Test Automation Engineer
14 23 (3.37%) Senior Test Engineer
14 23 (3.37%) Software Developer
Libraries, Frameworks & Software Standards
1 122 (17.89%) .NET
2 101 (14.81%) Web Services
3 58 (8.50%) CSS
4 56 (8.21%) HTML
5 51 (7.48%) Spring
6 49 (7.18%) Node.js
7 48 (7.04%) AngularJS
8 45 (6.60%) React
9 44 (6.45%) .NET Core
10 43 (6.30%) Spring Boot
11 40 (5.87%) ASP.NET
12 31 (4.55%) jQuery
13 29 (4.25%) Kafka
14 25 (3.67%) SOAP
15 24 (3.52%) REST
16 23 (3.37%) Gherkin
17 22 (3.23%) HTML5
18 21 (3.08%) Vue.js
19 20 (2.93%) Symfony
20 19 (2.79%) JSON
Miscellaneous
1 49 (7.18%) Greenfield Project
2 38 (5.57%) Public Cloud
3 35 (5.13%) Analytical Skills
4 34 (4.99%) Enterprise Software
5 21 (3.08%) Data Centre
5 21 (3.08%) User Experience
6 19 (2.79%) Self-Motivation
7 17 (2.49%) Management Information System
8 14 (2.05%) Private Cloud
9 13 (1.91%) Cloud Native
10 12 (1.76%) Mobile App
11 9 (1.32%) Algorithms
11 9 (1.32%) Linux Command Line
12 8 (1.17%) Video\Live Streaming
13 6 (0.88%) Data Structures
13 6 (0.88%) iPhone
13 6 (0.88%) New Media
13 6 (0.88%) Video on Demand
14 5 (0.73%) Enterprise Cloud
14 5 (0.73%) Robotics
Operating Systems
1 138 (20.23%) Linux
2 110 (16.13%) Windows
3 55 (8.06%) Windows Server
4 34 (4.99%) Unix
5 29 (4.25%) Windows Server 2012
6 19 (2.79%) Android
7 16 (2.35%) Windows 8
8 14 (2.05%) Windows 7
8 14 (2.05%) Windows Server 2008
9 13 (1.91%) Windows 10
10 10 (1.47%) Red Hat Enterprise Linux
11 8 (1.17%) CentOS
12 7 (1.03%) Apple iOS
13 3 (0.44%) AIX
14 2 (0.29%) Debian
Processes & Methodologies
1 291 (42.67%) Agile Software Development
2 208 (30.50%) DevOps
3 91 (13.34%) TDD
4 86 (12.61%) Microservices
5 81 (11.88%) Software Engineering
6 70 (10.26%) Continuous Integration
7 66 (9.68%) Open Source
7 66 (9.68%) Test Automation
8 62 (9.09%) MVC
9 61 (8.94%) Scrum
10 51 (7.48%) Configuration Management
11 47 (6.89%) Mentoring
12 45 (6.60%) Migration
13 44 (6.45%) ITIL
14 43 (6.30%) Problem-Solving
15 40 (5.87%) Artificial Intelligence
16 39 (5.72%) Machine Learning
17 38 (5.57%) Mobile Development
18 36 (5.28%) OO
18 36 (5.28%) SOA
Programming Languages
1 162 (23.75%) SQL
2 150 (21.99%) Java
3 144 (21.11%) Python
4 143 (20.97%) C#
5 135 (19.79%) JavaScript
6 71 (10.41%) PHP
7 62 (9.09%) Ruby
8 49 (7.18%) Bash Shell
9 32 (4.69%) PowerShell
10 22 (3.23%) Go
10 22 (3.23%) Java 8
11 21 (3.08%) Scala
12 18 (2.64%) Kotlin
13 15 (2.20%) Perl
14 13 (1.91%) TypeScript
15 12 (1.76%) C
15 12 (1.76%) Shell Script
16 8 (1.17%) ES6
16 8 (1.17%) T-SQL
16 8 (1.17%) VB
Qualifications
1 25 (3.67%) AWS Certification
1 25 (3.67%) Cisco Certification
2 19 (2.79%) CCNP
3 15 (2.20%) Microsoft Certification
4 14 (2.05%) MCSA
5 12 (1.76%) Degree
6 10 (1.47%) MCSE
7 9 (1.32%) MCP
8 8 (1.17%) CISSP
9 7 (1.03%) GIAC
9 7 (1.03%) SANS
10 6 (0.88%) (ISC)2 CCSP
10 6 (0.88%) CEH
11 5 (0.73%) CCIE
11 5 (0.73%) CCNA
11 5 (0.73%) CCSP
12 4 (0.59%) PMP
12 4 (0.59%) RHCE
12 4 (0.59%) RHCSA
12 4 (0.59%) Security Cleared
Quality Assurance & Compliance
1 17 (2.49%) SLA
2 16 (2.35%) QA
3 11 (1.61%) ISO/IEC 27001
4 8 (1.17%) Cyber Essentials
4 8 (1.17%) Cyber Essentials PLUS
5 6 (0.88%) GDPR
6 5 (0.73%) 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
1 162 (23.75%) Docker
2 59 (8.65%) Active Directory
3 38 (5.57%) Hyper-V
4 37 (5.43%) VMware Infrastructure
5 10 (1.47%) vSphere
5 10 (1.47%) XenApp
6 7 (1.03%) Virtual Machines
6 7 (1.03%) VMware ESXi
7 4 (0.59%) HDFS
7 4 (0.59%) KVM
7 4 (0.59%) Virtual Servers
8 3 (0.44%) VMware NSX
8 3 (0.44%) XenDesktop
9 1 (0.15%) Citrix Hypervisor
9 1 (0.15%) Firmware
9 1 (0.15%) ProxySG
Systems Management
1 121 (17.74%) Kubernetes
2 87 (12.76%) Terraform
3 63 (9.24%) Ansible
4 62 (9.09%) Puppet
5 53 (7.77%) Opscode Chef
6 23 (3.37%) Prometheus
7 20 (2.93%) Rancher
8 13 (1.91%) Grafana
8 13 (1.91%) SCCM
9 11 (1.61%) Cobbler
9 11 (1.61%) Tivoli
10 10 (1.47%) SCOM
11 9 (1.32%) Nagios
11 9 (1.32%) Packer
12 8 (1.17%) Consul
13 7 (1.03%) Docker Swarm
13 7 (1.03%) WSUS
14 6 (0.88%) Backup Exec
14 6 (0.88%) Graphite
14 6 (0.88%) SolarWinds Orion
Vendors
1 139 (20.38%) Microsoft
2 86 (12.61%) VMware
3 77 (11.29%) Google
4 59 (8.65%) Oracle
5 47 (6.89%) Cisco
6 26 (3.81%) Rackspace
7 18 (2.64%) Citrix
8 16 (2.35%) IBM
9 14 (2.05%) CheckPoint
10 13 (1.91%) Tableau
11 12 (1.76%) HP
12 11 (1.61%) SolarWinds
13 10 (1.47%) EnterpriseDB
14 9 (1.32%) AppDynamics
14 9 (1.32%) Red Hat
15 8 (1.17%) Atlassian
15 8 (1.17%) SAP
15 8 (1.17%) ServiceNow
16 7 (1.03%) Splunk
16 7 (1.03%) Veeam