Period
to 22 November 2017

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 22 November 2017 with a comparison to the same period in the previous 2 years.

Amazon Web Services (AWS)
Yorkshire > West Yorkshire
6 months to
22 Nov 2017
Same period 2016 Same period 2015
Rank 72 127 180
Rank change year-on-year +55 +53 +52
Permanent jobs citing Amazon AWS 247 171 133
As % of all permanent IT jobs advertised in West Yorkshire 3.61% 2.23% 1.46%
As % of the Cloud Services category 28.55% 24.36% 21.52%
Number of salaries quoted 216 131 112
West Yorkshire median annual salary £50,000 £55,000 £50,000
Median salary % change year-on-year -9.09% +10.00% +25.00%
10th Percentile £32,500 £33,500 £35,000
90th Percentile £71,250 £81,250 £65,000
Yorkshire median annual salary £50,000 £52,500 £50,000
% change year-on-year -4.76% +5.00% +33.33%

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 865 702 618
As % of all permanent IT jobs advertised in West Yorkshire 12.64% 9.14% 6.77%
Number of salaries quoted 733 585 487
West Yorkshire median annual salary £45,000 £45,000 £42,500
Median salary % change year-on-year - +5.88% +6.25%
10th Percentile £26,250 £26,250 £26,250
90th Percentile £63,500 £68,250 £65,000
Yorkshire median annual salary £42,500 £42,500 £41,500
% change year-on-year - +2.41% +10.67%

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 22 November 2017.

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 22 November 2017. 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 +77 211 £50,500 -8.18% 36
Wakefield +11 12 £36,500 -8.75% 1
Bradford -24 11 £40,000 -38.46% 3
Huddersfield +6 7 £42,500 -37.04% 2
Halifax - 6 £45,000 - 1
Bingley - 1 £40,000 -
Amazon AWS
Yorkshire

For the 6 months to 22 November 2017, IT jobs citing Amazon AWS also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the West Yorkshire region with a requirement for Amazon AWS.

1 133 (53.85%) DevOps
2 119 (48.18%) Linux
3 103 (41.70%) Microsoft Azure
4 92 (37.25%) Python
5 88 (35.63%) Opscode Chef
6 83 (33.60%) Ruby
7 79 (31.98%) Puppet
8 76 (30.77%) Jenkins
9 75 (30.36%) Agile Software Development
10 72 (29.15%) Git (software)
11 71 (28.74%) Web Services
12 70 (28.34%) Java
12 70 (28.34%) VMware
13 69 (27.94%) Bash Shell
14 64 (25.91%) Ansible
15 63 (25.51%) Docker
16 46 (18.62%) Configuration Management
17 42 (17.00%) SQL
18 41 (16.60%) Oracle
18 41 (16.60%) Windows
18 41 (16.60%) Google
19 37 (14.98%) Continuous Integration
19 37 (14.98%) SQL Server
20 36 (14.57%) Red Hat
21 35 (14.17%) C#
22 34 (13.77%) Rackspace
23 33 (13.36%) Red Hat Enterprise Linux
23 33 (13.36%) Microsoft
23 33 (13.36%) JavaScript
24 32 (12.96%) Node.js

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 13 (5.26%) IIS
2 10 (4.05%) OpenStack
2 10 (4.05%) Tomcat
3 8 (3.24%) Elasticsearch
3 8 (3.24%) JBoss
3 8 (3.24%) WebLogic
4 7 (2.83%) Apache
4 7 (2.83%) Jetty
4 7 (2.83%) SharePoint
5 5 (2.02%) Apache Spark
5 5 (2.02%) MS Exchange
5 5 (2.02%) Tornado
6 4 (1.62%) Skype for Business
7 3 (1.21%) Exchange Server 2010
7 3 (1.21%) Office Communications Server
7 3 (1.21%) SharePoint 2010
7 3 (1.21%) SharePoint 2013
7 3 (1.21%) WebSphere
8 2 (0.81%) CloudStack
8 2 (0.81%) Exchange Server 2013
Applications
1 5 (2.02%) Microsoft Office
Business Applications
1 2 (0.81%) Dynamics CRM
Cloud Services
1 103 (41.70%) Microsoft Azure
2 26 (10.53%) Google Cloud Platform
3 24 (9.72%) AWS CloudFormation
4 20 (8.10%) Amazon EC2
5 15 (6.07%) IaaS
6 12 (4.86%) Amazon S3
7 10 (4.05%) AWS Elastic Beanstalk
7 10 (4.05%) Office 365
8 8 (3.24%) Loggly
8 8 (3.24%) PaaS
8 8 (3.24%) Sumo Logic
9 7 (2.83%) GitHub
10 6 (2.43%) AWS Lambda
11 5 (2.02%) Serverless
12 4 (1.62%) Amazon SQS
12 4 (1.62%) SaaS
13 2 (0.81%) Amazon ELB
13 2 (0.81%) Virtual Private Cloud
14 1 (0.40%) Amazon ElastiCache
14 1 (0.40%) Bluemix
Communications & Networking
1 19 (7.69%) SAN
2 15 (6.07%) DNS
3 13 (5.26%) Firewall
4 10 (4.05%) DHCP
4 10 (4.05%) TCP/IP
5 8 (3.24%) Internet
5 8 (3.24%) VPN
6 5 (2.02%) AMQP
6 5 (2.02%) HTTP
6 5 (2.02%) LAN
6 5 (2.02%) Network Security
6 5 (2.02%) VoIP
7 4 (1.62%) Cisco ASA
7 4 (1.62%) MPLS
7 4 (1.62%) SMTP
7 4 (1.62%) Wi-Fi
8 3 (1.21%) iSCSI
8 3 (1.21%) ISDN
8 3 (1.21%) NAS
8 3 (1.21%) SSL
Database & Business Intelligence
1 37 (14.98%) SQL Server
2 22 (8.91%) NoSQL
3 21 (8.50%) MySQL
4 18 (7.29%) Apache Cassandra
5 16 (6.48%) Big Data
5 16 (6.48%) MongoDB
6 13 (5.26%) Riak
7 11 (4.45%) Hadoop
8 10 (4.05%) SQL Server 2014
8 10 (4.05%) SQL Server 2016
9 9 (3.64%) Relational Database
10 7 (2.83%) Amazon RDS
10 7 (2.83%) SQL Server Integration Services
10 7 (2.83%) SQL Server Reporting Services
11 5 (2.02%) Couchbase
11 5 (2.02%) Redis
12 4 (1.62%) Oracle Database
12 4 (1.62%) PostgreSQL
12 4 (1.62%) SQL Server 2012
12 4 (1.62%) SQL Server Analysis Services
Development Applications
1 76 (30.77%) Jenkins
2 72 (29.15%) Git (software)
3 25 (10.12%) Vagrant
4 14 (5.67%) Maven
5 11 (4.45%) Subversion
5 11 (4.45%) TeamCity
6 10 (4.05%) JIRA
7 9 (3.64%) Team Foundation Server
8 8 (3.24%) Grunt
9 7 (2.83%) Cucumber
9 7 (2.83%) JBehave
9 7 (2.83%) Selenium
10 6 (2.43%) gulp
10 6 (2.43%) JMeter
11 5 (2.02%) FitNesse
11 5 (2.02%) Gatling
11 5 (2.02%) Jasmine
11 5 (2.02%) Karma Test Runner
11 5 (2.02%) PHPUnit
11 5 (2.02%) Sonatype Nexus
General
1 19 (7.69%) Finance
1 19 (7.69%) Retail
2 12 (4.86%) Manufacturing
3 9 (3.64%) Local Government
4 7 (2.83%) Games
5 3 (1.21%) Legal
5 3 (1.21%) Marketing
6 2 (0.81%) Advertising
6 2 (0.81%) Law
7 1 (0.40%) Banking
Job Titles
1 65 (26.32%) DevOps Engineer
2 45 (18.22%) AWS DevOps
3 40 (16.19%) AWS Engineer
4 34 (13.77%) Architect
5 32 (12.96%) Developer
6 27 (10.93%) Consultant
7 26 (10.53%) AWS DevOps Engineer
7 26 (10.53%) Linux Engineer
8 25 (10.12%) AWS Consultant
9 21 (8.50%) Administrator
10 20 (8.10%) Linux/Unix DevOps
11 19 (7.69%) Linux DevOps Engineer
11 19 (7.69%) Systems Engineer
12 18 (7.29%) Automation Engineer
13 17 (6.88%) AWS Architect
13 17 (6.88%) Cloud Architect
13 17 (6.88%) Full Stack Developer
14 14 (5.67%) Systems Administrator
15 13 (5.26%) DevOps Consultant
15 13 (5.26%) Web Architect
Libraries, Frameworks & Software Standards
1 71 (28.74%) Web Services
2 32 (12.96%) Node.js
3 24 (9.72%) AngularJS
4 23 (9.31%) CSS
4 23 (9.31%) HTML
5 16 (6.48%) Elastic Stack
5 16 (6.48%) Spring
6 15 (6.07%) .NET
6 15 (6.07%) CSS3
6 15 (6.07%) HTML5
6 15 (6.07%) jQuery
6 15 (6.07%) Kafka
7 13 (5.26%) Apache Camel
7 13 (5.26%) RabbitMQ
8 11 (4.45%) Middleware
8 11 (4.45%) Spring Boot
9 8 (3.24%) Hibernate
9 8 (3.24%) React
10 7 (2.83%) ActiveMQ
10 7 (2.83%) ASP.NET
Miscellaneous
1 18 (7.29%) Enterprise Software
2 15 (6.07%) Public Cloud
3 13 (5.26%) Greenfield Project
4 12 (4.86%) Analytical Skills
4 12 (4.86%) Clustering
4 12 (4.86%) Data Centre
5 11 (4.45%) Management Information System
5 11 (4.45%) Private Cloud
6 10 (4.05%) Mobile App
7 8 (3.24%) Computer Science
7 8 (3.24%) PMI
8 6 (2.43%) User Experience
9 5 (2.02%) Hybrid Cloud
10 4 (1.62%) iPhone
10 4 (1.62%) PKI
11 3 (1.21%) Replication
12 2 (0.81%) Algorithms
12 2 (0.81%) CMDB
12 2 (0.81%) Driving Licence
12 2 (0.81%) iPad
Operating Systems
1 119 (48.18%) Linux
2 41 (16.60%) Windows
3 33 (13.36%) Red Hat Enterprise Linux
4 23 (9.31%) Windows Server
5 21 (8.50%) Unix
6 9 (3.64%) CentOS
7 7 (2.83%) Windows Server 2012
8 5 (2.02%) Android
8 5 (2.02%) Windows Server 2008
9 4 (1.62%) Apple iOS
9 4 (1.62%) Ubuntu
9 4 (1.62%) Windows 7
9 4 (1.62%) Windows Mobile
10 3 (1.21%) Debian
11 2 (0.81%) AIX
11 2 (0.81%) HPUX
11 2 (0.81%) Solaris
11 2 (0.81%) SUSE
11 2 (0.81%) Windows 10
11 2 (0.81%) Windows Server 2003
Processes & Methodologies
1 133 (53.85%) DevOps
2 75 (30.36%) Agile Software Development
3 46 (18.62%) Configuration Management
4 37 (14.98%) Continuous Integration
5 26 (10.53%) E-Commerce
5 26 (10.53%) Scrum
5 26 (10.53%) TDD
6 24 (9.72%) Test Automation
7 21 (8.50%) Software Engineering
8 19 (7.69%) Kanban
8 19 (7.69%) Migration
9 17 (6.88%) ITIL
10 16 (6.48%) RUP
11 14 (5.67%) DSDM
11 14 (5.67%) Stakeholder Management
12 13 (5.26%) SOA
13 12 (4.86%) Microservices
13 12 (4.86%) Performance Tuning
14 11 (4.45%) Open Source
14 11 (4.45%) SDLC
Programming Languages
1 92 (37.25%) Python
2 83 (33.60%) Ruby
3 70 (28.34%) Java
4 69 (27.94%) Bash Shell
5 42 (17.00%) SQL
6 35 (14.17%) C#
7 33 (13.36%) JavaScript
8 28 (11.34%) PowerShell
9 22 (8.91%) PHP
10 18 (7.29%) Shell Script
11 17 (6.88%) C++
12 14 (5.67%) T-SQL
13 11 (4.45%) Go
14 8 (3.24%) Scala
15 5 (2.02%) Java 9
15 5 (2.02%) PHP 5
15 5 (2.02%) PHP 7
16 3 (1.21%) Bourne shell
16 3 (1.21%) Perl
17 2 (0.81%) VB
Qualifications
1 17 (6.88%) Microsoft Certification
2 16 (6.48%) MCSE
3 14 (5.67%) MCSA
4 9 (3.64%) AWS Certification
4 9 (3.64%) SC Cleared
4 9 (3.64%) Security Cleared
5 8 (3.24%) PMI Certification
6 7 (2.83%) Degree
7 4 (1.62%) MCP
8 2 (0.81%) Cisco Certification
8 2 (0.81%) Computer Science Degree
8 2 (0.81%) PRINCE2 Certification
9 1 (0.40%) MCITP
Quality Assurance & Compliance
1 3 (1.21%) PCI DSS
1 3 (1.21%) SLA
2 1 (0.40%) GDPR
2 1 (0.40%) ISO/IEC 27001
System Software
1 63 (25.51%) Docker
2 30 (12.15%) VMware Infrastructure
3 17 (6.88%) Active Directory
4 13 (5.26%) Hyper-V
5 7 (2.83%) Virtual Machines
6 6 (2.43%) VMware ESXi
6 6 (2.43%) vSphere
7 5 (2.02%) iptables
8 4 (1.62%) KVM
8 4 (1.62%) XenDesktop
Systems Management
1 88 (35.63%) Opscode Chef
2 79 (31.98%) Puppet
3 64 (25.91%) Ansible
4 31 (12.55%) Terraform
5 30 (12.15%) Packer
6 25 (10.12%) Salt
7 23 (9.31%) Kubernetes
8 14 (5.67%) Nagios
9 13 (5.26%) Prometheus
10 11 (4.45%) ZABBIX
11 8 (3.24%) Cobbler
12 7 (2.83%) Rancher
13 6 (2.43%) SCCM
14 5 (2.02%) Consul
14 5 (2.02%) Graphite
14 5 (2.02%) SCOM
14 5 (2.02%) ServiceCenter
15 3 (1.21%) CFEngine
15 3 (1.21%) Microsoft Data Protection Manager
15 3 (1.21%) OpenNMS
Vendors
1 70 (28.34%) VMware
2 41 (16.60%) Google
2 41 (16.60%) Oracle
3 36 (14.57%) Red Hat
4 34 (13.77%) Rackspace
5 33 (13.36%) Microsoft
6 24 (9.72%) SaltStack
7 16 (6.48%) Cisco
7 16 (6.48%) New Relic
8 11 (4.45%) Splunk
9 9 (3.64%) F5
10 8 (3.24%) HP
11 6 (2.43%) Citrix
11 6 (2.43%) EMC
12 5 (2.02%) Brocade
12 5 (2.02%) CommVault
12 5 (2.02%) Dell
12 5 (2.02%) Hitachi
12 5 (2.02%) NetApp
13 4 (1.62%) EnterpriseDB