Period
to 17 August 2019

The following table provides summary statistics for permanent job vacancies advertised in West Yorkshire with a requirement for Amazon AWS skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Amazon AWS over the 6 months to 17 August 2019 with a comparison to the same period in the previous 2 years.

Amazon Web Services (AWS)
Yorkshire > West Yorkshire
6 months to
17 Aug 2019
Same period 2018 Same period 2017
Rank 15 22 65
Rank change year-on-year +7 +43 +44
Permanent jobs citing Amazon AWS 486 536 285
As % of all permanent IT jobs advertised in West Yorkshire 10.88% 8.62% 4.12%
As % of the Cloud Services category 34.94% 38.12% 29.81%
Number of salaries quoted 431 500 228
West Yorkshire median annual salary £50,000 £52,500 £50,000
Median salary % change year-on-year -4.76% +5.00% -
10th Percentile £35,000 £35,000 £32,500
90th Percentile £72,500 £71,250 £72,500
Yorkshire median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% -5.00%

Amazon 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 West Yorkshire with a requirement for cloud computing skills.

All Cloud Skills
West Yorkshire
Permanent vacancies with a requirement for cloud computing skills 1,391 1,406 956
As % of all permanent IT jobs advertised in West Yorkshire 31.15% 22.60% 13.84%
Number of salaries quoted 1,179 1,217 796
West Yorkshire median annual salary £45,000 £46,000 £45,000
Median salary % change year-on-year -2.17% +2.22% +12.50%
10th Percentile £28,750 £29,250 £26,750
90th Percentile £65,000 £70,000 £65,000
Yorkshire median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% +6.25%

Amazon AWS
Job Vacancy Trend in West Yorkshire

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

Job vacancy trend for Amazon AWS in West Yorkshire

Amazon AWS
Salary Trend in West Yorkshire

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

Salary trend for Amazon AWS in West Yorkshire

Amazon AWS
Salary Histogram in West Yorkshire

The salary distribution of IT jobs citing Amazon AWS in West Yorkshire over the 6 months to 17 August 2019.

Salary histogram for Amazon AWS in West Yorkshire

Amazon AWS
Job Locations in West Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Amazon AWS within the West Yorkshire region over the 6 months to 17 August 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
Leeds +8 402 £50,000 -5.66% 93
Bradford +17 34 £44,000 -26.67% 5
Halifax -12 10 £50,000 +11.11% 4
Wakefield -9 8 £38,000 +1.33% 3
Ilkley - 7 £35,000 - 1
Pudsey - 6 £49,000 -
Wetherby +9 5 £40,000 -11.11%
Huddersfield +4 3 £58,750 +67.86% 3
Castleford - 2 £33,500 -
Batley - 1 £27,500 - 1
Amazon AWS
Yorkshire

For the 6 months to 17 August 2019, IT jobs citing Amazon 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 West Yorkshire region with a requirement for Amazon AWS.

1 287 (59.05%) Microsoft Azure
2 219 (45.06%) Agile Software Development
3 157 (32.30%) DevOps
4 126 (25.93%) Java
5 124 (25.51%) SQL
6 112 (23.05%) Docker
7 109 (22.43%) JavaScript
8 108 (22.22%) C#
9 102 (20.99%) Linux
10 101 (20.78%) Python
11 98 (20.16%) Kubernetes
12 87 (17.90%) Microsoft
13 80 (16.46%) Google Cloud Platform
14 74 (15.23%) Finance
15 73 (15.02%) .NET
16 71 (14.61%) Software Engineering
17 70 (14.40%) Windows
18 69 (14.20%) Git (software)
19 68 (13.99%) TDD
20 67 (13.79%) Jenkins
21 66 (13.58%) Web Services
22 60 (12.35%) Test Automation
22 60 (12.35%) Open Source
23 57 (11.73%) Google
23 57 (11.73%) Continuous Integration
24 56 (11.52%) VMware
25 55 (11.32%) Microservices
25 55 (11.32%) Terraform
26 53 (10.91%) MySQL
27 52 (10.70%) PHP

Amazon AWS
Co-occurring IT Skills in West 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 (4.94%) IIS
2 18 (3.70%) Apache
3 16 (3.29%) Apache Spark
4 12 (2.47%) Confluence
4 12 (2.47%) nginx
5 11 (2.26%) SharePoint
6 9 (1.85%) Elasticsearch
7 7 (1.44%) MS Exchange
7 7 (1.44%) SharePoint 2013
8 4 (0.82%) Apache ServiceMix
8 4 (0.82%) Cloud Foundry
8 4 (0.82%) ColdFusion
8 4 (0.82%) Exchange Server 2010
8 4 (0.82%) Exchange Server 2013
8 4 (0.82%) Mule
8 4 (0.82%) SAS
8 4 (0.82%) Tomcat
9 2 (0.41%) Adobe Experience Manager
9 2 (0.41%) EPiServer
9 2 (0.41%) Umbraco
Applications
1 4 (0.82%) Chatbot
1 4 (0.82%) Microsoft Office
2 1 (0.21%) Adobe Illustrator
2 1 (0.21%) EngageOne
2 1 (0.21%) InDesign
2 1 (0.21%) Microsoft Project
2 1 (0.21%) Photoshop
Business Applications
1 5 (1.03%) assyst
2 4 (0.82%) Magento
3 3 (0.62%) Dynamics CRM
4 2 (0.41%) SAP Hybris
5 1 (0.21%) Exstream
5 1 (0.21%) Payment Gateway
Cloud Services
1 287 (59.05%) Microsoft Azure
2 80 (16.46%) Google Cloud Platform
3 35 (7.20%) IaaS
4 30 (6.17%) Office 365
4 30 (6.17%) SaaS
5 22 (4.53%) PaaS
6 19 (3.91%) AWS CloudFormation
7 16 (3.29%) Amazon EC2
7 16 (3.29%) Cloud Computing
7 16 (3.29%) Serverless
8 15 (3.09%) GitHub
9 9 (1.85%) AWS Lambda
10 8 (1.65%) Amazon CloudWatch
10 8 (1.65%) Amazon ELB
11 7 (1.44%) Amazon S3
11 7 (1.44%) Azure Active Directory
11 7 (1.44%) Azure ExpressRoute
11 7 (1.44%) Virtual Private Cloud
12 5 (1.03%) Amazon ECS
12 5 (1.03%) AWS CodePipeline
Communications & Networking
1 48 (9.88%) Firewall
2 20 (4.12%) VPN
3 18 (3.70%) DNS
4 12 (2.47%) VoIP
4 12 (2.47%) WAN
5 11 (2.26%) DHCP
5 11 (2.26%) LAN
6 10 (2.06%) Internet
7 9 (1.85%) BGP
7 9 (1.85%) Cisco IOS
7 9 (1.85%) OSPF
8 8 (1.65%) Broadband
8 8 (1.65%) MPLS
9 7 (1.44%) Network Security
9 7 (1.44%) NX-OS
9 7 (1.44%) WLAN
10 6 (1.23%) Intrusion Detection
10 6 (1.23%) Remote Desktop
10 6 (1.23%) VPLS
11 5 (1.03%) TCP/IP
Database & Business Intelligence
1 53 (10.91%) MySQL
2 38 (7.82%) SQL Server
3 35 (7.20%) NoSQL
4 24 (4.94%) MongoDB
5 19 (3.91%) PostgreSQL
6 16 (3.29%) Big Data
7 13 (2.67%) Riak
8 12 (2.47%) Amazon RDS
8 12 (2.47%) SQL Server Reporting Services
9 11 (2.26%) Amazon DynamoDB
9 11 (2.26%) Apache Hive
9 11 (2.26%) Hadoop
10 9 (1.85%) Data Warehouse
10 9 (1.85%) Redis
11 8 (1.65%) Apache Cassandra
11 8 (1.65%) SQL Server Integration Services
12 6 (1.23%) Amazon Redshift
13 5 (1.03%) BigQuery
13 5 (1.03%) Data Lake
13 5 (1.03%) Impala
Development Applications
1 69 (14.20%) Git (software)
2 67 (13.79%) Jenkins
3 41 (8.44%) Selenium
4 31 (6.38%) Cucumber
5 23 (4.73%) Maven
6 22 (4.53%) NUnit
7 20 (4.12%) JIRA
8 14 (2.88%) Subversion
9 13 (2.67%) Mercurial
10 9 (1.85%) Mockito
10 9 (1.85%) SpecFlow
10 9 (1.85%) TeamCity
10 9 (1.85%) WebDriver
11 8 (1.65%) Atlassian Bamboo
11 8 (1.65%) Bitbucket
11 8 (1.65%) CircleCI
12 7 (1.44%) GitLab
12 7 (1.44%) Octopus Deploy
12 7 (1.44%) Visual Studio
13 6 (1.23%) Sonatype Nexus
General
1 74 (15.23%) Finance
2 35 (7.20%) Retail
3 14 (2.88%) Manufacturing
4 11 (2.26%) Local Government
4 11 (2.26%) Marketing
5 7 (1.44%) Telecoms
6 4 (0.82%) Banking
7 2 (0.41%) Retail Banking
8 1 (0.21%) Advertising
8 1 (0.21%) Automotive
8 1 (0.21%) Games
8 1 (0.21%) Legal
8 1 (0.21%) Pharmaceutical
Job Titles
1 172 (35.39%) Developer
2 66 (13.58%) Architect
3 65 (13.37%) DevOps Engineer
4 52 (10.70%) Senior Developer
5 35 (7.20%) C# Developer
6 34 (7.00%) AWS Engineer
7 33 (6.79%) .NET Developer
8 32 (6.58%) Solutions Architect
9 30 (6.17%) Java Developer
9 30 (6.17%) Software Engineer
10 27 (5.56%) Cloud Engineer
11 25 (5.14%) Test Engineer
12 23 (4.73%) C# .NET Developer
12 23 (4.73%) Senior Test Automation Engineer
12 23 (4.73%) Senior Test Engineer
12 23 (4.73%) Test Automation Engineer
13 21 (4.32%) Cloud Architect
13 21 (4.32%) Developer in Test
13 21 (4.32%) Senior Test Automation Developer
13 21 (4.32%) Test Automation Developer
Libraries, Frameworks & Software Standards
1 73 (15.02%) .NET
2 66 (13.58%) Web Services
3 45 (9.26%) HTML
4 42 (8.64%) CSS
5 39 (8.02%) ASP.NET
5 39 (8.02%) Node.js
6 36 (7.41%) React
7 32 (6.58%) AngularJS
7 32 (6.58%) Spring
8 27 (5.56%) Kafka
9 25 (5.14%) Spring Boot
10 23 (4.73%) Gherkin
11 21 (4.32%) .NET Core
12 20 (4.12%) jQuery
12 20 (4.12%) Vue.js
13 16 (3.29%) REST
14 15 (3.09%) ASP.NET MVC
14 15 (3.09%) HTML5
15 12 (2.47%) RabbitMQ
15 12 (2.47%) Symfony
Miscellaneous
1 32 (6.58%) Public Cloud
2 27 (5.56%) Analytical Skills
3 26 (5.35%) Greenfield Project
4 23 (4.73%) Enterprise Software
5 14 (2.88%) Data Centre
5 14 (2.88%) Management Information System
5 14 (2.88%) Self-Motivation
5 14 (2.88%) User Experience
6 13 (2.67%) Algorithms
6 13 (2.67%) Mobile App
7 10 (2.06%) Data Structures
8 9 (1.85%) Private Cloud
9 8 (1.65%) Cloud Native
9 8 (1.65%) Video\Live Streaming
10 5 (1.03%) New Media
10 5 (1.03%) Video on Demand
11 4 (0.82%) Hybrid Cloud
11 4 (0.82%) Mainframe
11 4 (0.82%) Robotics
12 3 (0.62%) W3C
Operating Systems
1 102 (20.99%) Linux
2 70 (14.40%) Windows
3 29 (5.97%) Windows Server
4 24 (4.94%) Unix
5 17 (3.50%) Windows Server 2012
6 15 (3.09%) Android
7 9 (1.85%) Windows 10
8 5 (1.03%) Apple iOS
9 4 (0.82%) Windows 8
9 4 (0.82%) Windows Server 2008
10 2 (0.41%) AIX
10 2 (0.41%) Red Hat Enterprise Linux
10 2 (0.41%) Windows 7
11 1 (0.21%) CentOS
11 1 (0.21%) HPUX
Processes & Methodologies
1 219 (45.06%) Agile Software Development
2 157 (32.30%) DevOps
3 71 (14.61%) Software Engineering
4 68 (13.99%) TDD
5 60 (12.35%) Open Source
5 60 (12.35%) Test Automation
6 57 (11.73%) Continuous Integration
7 55 (11.32%) Microservices
8 43 (8.85%) Migration
8 43 (8.85%) MVC
9 41 (8.44%) Mobile Development
10 39 (8.02%) Scrum
11 38 (7.82%) Configuration Management
12 36 (7.41%) Problem-Solving
13 32 (6.58%) BDD
13 32 (6.58%) Mentoring
14 30 (6.17%) Stakeholder Management
15 28 (5.76%) Analytics
16 27 (5.56%) Machine Learning
17 26 (5.35%) Artificial Intelligence
Programming Languages
1 126 (25.93%) Java
2 124 (25.51%) SQL
3 109 (22.43%) JavaScript
4 108 (22.22%) C#
5 101 (20.78%) Python
6 52 (10.70%) PHP
7 42 (8.64%) Ruby
8 35 (7.20%) Bash Shell
9 30 (6.17%) PowerShell
10 25 (5.14%) Scala
11 21 (4.32%) Kotlin
12 18 (3.70%) Java 8
13 15 (3.09%) Shell Script
14 8 (1.65%) C
14 8 (1.65%) Go
15 7 (1.44%) PL/SQL
16 6 (1.23%) TypeScript
16 6 (1.23%) VB
17 5 (1.03%) Perl
17 5 (1.03%) R
Qualifications
1 21 (4.32%) Cisco Certification
2 17 (3.50%) AWS Certification
3 15 (3.09%) CCNP
4 12 (2.47%) MCSA
4 12 (2.47%) Microsoft Certification
5 8 (1.65%) Security Cleared
6 7 (1.44%) CCIE
6 7 (1.44%) CISSP
6 7 (1.44%) GIAC
6 7 (1.44%) MCSE
6 7 (1.44%) SANS
7 6 (1.23%) (ISC)2 CCSP
7 6 (1.23%) CEH
7 6 (1.23%) SC Cleared
8 5 (1.03%) CCSP
8 5 (1.03%) Degree
8 5 (1.03%) MCP
9 3 (0.62%) RHCE
9 3 (0.62%) RHCSA
10 2 (0.41%) ISEB
Quality Assurance & Compliance
1 6 (1.23%) SLA
2 4 (0.82%) QA
3 3 (0.62%) Actionable Recommendations
3 3 (0.62%) GDPR
4 2 (0.41%) Data Quality
4 2 (0.41%) ISO/IEC 27001
5 1 (0.21%) PCI DSS
System Software
1 112 (23.05%) Docker
2 35 (7.20%) Active Directory
3 25 (5.14%) VMware Infrastructure
4 21 (4.32%) Hyper-V
5 8 (1.65%) XenApp
6 5 (1.03%) Virtual Servers
7 4 (0.82%) Virtual Machines
8 3 (0.62%) Citrix Hypervisor
8 3 (0.62%) HDFS
9 2 (0.41%) Firmware
9 2 (0.41%) XenDesktop
10 1 (0.21%) ProxySG
10 1 (0.21%) VMware ESXi
10 1 (0.21%) VMware NSX
10 1 (0.21%) vSphere
Systems Management
1 98 (20.16%) Kubernetes
2 55 (11.32%) Terraform
3 47 (9.67%) Opscode Chef
4 45 (9.26%) Ansible
5 44 (9.05%) Puppet
6 17 (3.50%) Prometheus
7 14 (2.88%) Rancher
8 12 (2.47%) Grafana
9 11 (2.26%) Cobbler
9 11 (2.26%) Tivoli
10 10 (2.06%) SCOM
11 8 (1.65%) WSUS
12 6 (1.23%) Backup Exec
12 6 (1.23%) Consul
12 6 (1.23%) Packer
12 6 (1.23%) SCCM
12 6 (1.23%) SolarWinds Orion
13 5 (1.03%) Nagios
14 4 (0.82%) Docker Swarm
15 3 (0.62%) Opsview
Vendors
1 87 (17.90%) Microsoft
2 57 (11.73%) Google
3 56 (11.52%) VMware
4 34 (7.00%) Cisco
5 26 (5.35%) Oracle
6 23 (4.73%) Rackspace
7 15 (3.09%) Citrix
8 13 (2.67%) CheckPoint
9 12 (2.47%) SolarWinds
10 11 (2.26%) EnterpriseDB
10 11 (2.26%) Veeam
11 9 (1.85%) Juniper
12 8 (1.65%) Tableau
12 8 (1.65%) Xamarin
13 7 (1.44%) AppDynamics
13 7 (1.44%) HP
13 7 (1.44%) IBM
14 6 (1.23%) Adobe
14 6 (1.23%) SAP
14 6 (1.23%) Splunk