Period
to 15 August 2018

The following table provides summary statistics for permanent job vacancies advertised in 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 15 August 2018 with a comparison to the same period in the previous 2 years.

Amazon Web Services (AWS)
England > Yorkshire
6 months to
15 Aug 2018
Same period 2017 Same period 2016
Rank 23 60 112
Rank change year-on-year +37 +52 +102
Permanent jobs citing Amazon AWS 768 467 310
As % of all permanent IT jobs advertised in Yorkshire 8.34% 4.50% 2.66%
As % of the Cloud Services category 38.98% 32.68% 31.83%
Number of salaries quoted 703 367 238
Yorkshire median annual salary £50,000 £47,500 £48,750
Median salary % change year-on-year +5.26% -2.56% +8.33%
10th Percentile £34,250 £30,000 £32,500
90th Percentile £77,500 £67,700 £72,500
England median annual salary £60,000 £60,000 £57,500
% change year-on-year - +4.35% +4.55%

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 Yorkshire with a requirement for cloud computing skills.

All Cloud Skills
Yorkshire
Permanent vacancies with a requirement for cloud computing skills 1,970 1,429 974
As % of all permanent IT jobs advertised in Yorkshire 21.39% 13.77% 8.37%
Number of salaries quoted 1,662 1,204 783
Yorkshire median annual salary £45,000 £43,500 £40,000
Median salary % change year-on-year +3.45% +8.75% -
10th Percentile £27,750 £25,500 £25,550
90th Percentile £71,250 £62,500 £62,500
England median annual salary £55,000 £50,000 £50,000
% change year-on-year +10.00% - +5.26%

Amazon AWS
Job Vacancy Trend in Yorkshire

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

Job vacancy trend for Amazon AWS in Yorkshire

Amazon AWS
Salary Trend in Yorkshire

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

Salary trend for Amazon AWS in Yorkshire

Amazon AWS
Salary Histogram in Yorkshire

The salary distribution of IT jobs citing Amazon AWS in Yorkshire over the 6 months to 15 August 2018.

Salary histogram for Amazon AWS in Yorkshire

Amazon 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 Amazon AWS within the Yorkshire region over the 6 months to 15 August 2018. 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 +43 536 £52,500 +5.00% 65
North Yorkshire -1 117 £50,000 +11.11% 16
South Yorkshire +1 68 £47,500 +18.75% 20
East Yorkshire - 14 £39,338 - 1
Amazon AWS
England

For the 6 months to 15 August 2018, 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 Yorkshire region with a requirement for Amazon AWS.

1 409 (53.26%) Microsoft Azure
2 374 (48.70%) Agile Software Development
3 349 (45.44%) DevOps
4 252 (32.81%) Linux
5 206 (26.82%) Java
6 202 (26.30%) Python
7 185 (24.09%) Microsoft
8 182 (23.70%) SQL
9 178 (23.18%) C#
10 175 (22.79%) JavaScript
10 175 (22.79%) Finance
11 162 (21.09%) Docker
12 161 (20.96%) .NET
13 156 (20.31%) Jenkins
14 155 (20.18%) Git (software)
15 136 (17.71%) Puppet
16 129 (16.80%) Opscode Chef
17 119 (15.49%) Test Automation
18 116 (15.10%) Windows
18 116 (15.10%) Ansible
19 111 (14.45%) Bash Shell
19 111 (14.45%) SQL Server
20 109 (14.19%) TDD
21 106 (13.80%) Ruby
22 105 (13.67%) Terraform
23 101 (13.15%) VMware
24 99 (12.89%) Continuous Integration
25 98 (12.76%) Configuration Management
26 97 (12.63%) MySQL
27 94 (12.24%) Google

Amazon 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 49 (6.38%) Tomcat
2 28 (3.65%) Apache
2 28 (3.65%) Elasticsearch
3 21 (2.73%) IIS
3 21 (2.73%) MS Exchange
3 21 (2.73%) OpenStack
4 18 (2.34%) CloudStack
4 18 (2.34%) CMS
5 17 (2.21%) nginx
6 16 (2.08%) Apache Solr
6 16 (2.08%) Confluence
7 15 (1.95%) Apache Spark
7 15 (1.95%) JBoss
8 13 (1.69%) WebLogic
9 10 (1.30%) SharePoint
10 9 (1.17%) Exchange Server 2010
10 9 (1.17%) Skype for Business
11 7 (0.91%) Jetty
11 7 (0.91%) WebSphere
12 6 (0.78%) Umbraco
Applications
1 7 (0.91%) Microsoft Office
2 6 (0.78%) Microsoft Excel
3 1 (0.13%) Acrobat
3 1 (0.13%) MS Visio
3 1 (0.13%) Snagit
Business Applications
1 6 (0.78%) Dynamics CRM
2 5 (0.65%) Magento
3 2 (0.26%) Dynamics AX
4 1 (0.13%) Oracle CRM
4 1 (0.13%) Oracle EBS
Cloud Services
1 409 (53.26%) Microsoft Azure
2 64 (8.33%) SaaS
3 55 (7.16%) Office 365
4 46 (5.99%) Google Cloud Platform
5 43 (5.60%) Amazon EC2
6 41 (5.34%) AWS CloudFormation
7 36 (4.69%) Amazon S3
8 32 (4.17%) Cloud Computing
8 32 (4.17%) Serverless
9 31 (4.04%) PaaS
10 30 (3.91%) IaaS
11 24 (3.13%) Amazon CloudWatch
12 23 (2.99%) AWS Lambda
13 16 (2.08%) Virtual Private Cloud
14 13 (1.69%) Amazon ELB
15 11 (1.43%) Amazon SQS
15 11 (1.43%) Azure Active Directory
15 11 (1.43%) GitHub
16 9 (1.17%) CloudFront
16 9 (1.17%) Route 53
Communications & Networking
1 67 (8.72%) DNS
2 46 (5.99%) Firewall
3 41 (5.34%) VPN
4 34 (4.43%) DHCP
5 30 (3.91%) Internet
5 30 (3.91%) SAN
6 24 (3.13%) Network Security
7 19 (2.47%) WAN
8 18 (2.34%) TCP/IP
9 14 (1.82%) NetScaler
10 13 (1.69%) Cisco ASA
10 13 (1.69%) IPsec
10 13 (1.69%) LAN
10 13 (1.69%) MPLS
11 11 (1.43%) NAS
11 11 (1.43%) SSL
12 10 (1.30%) HTTP
12 10 (1.30%) VoIP
13 9 (1.17%) Wireless
14 8 (1.04%) IP Telephony
Database & Business Intelligence
1 111 (14.45%) SQL Server
2 97 (12.63%) MySQL
3 67 (8.72%) NoSQL
4 47 (6.12%) MongoDB
5 33 (4.30%) Big Data
6 30 (3.91%) PostgreSQL
7 29 (3.78%) Relational Database
8 28 (3.65%) Amazon RDS
9 27 (3.52%) Hadoop
10 23 (2.99%) Apache Cassandra
10 23 (2.99%) Redis
11 20 (2.60%) SQL Server Integration Services
12 18 (2.34%) Data Warehouse
13 16 (2.08%) Azure SQL Database
13 16 (2.08%) Riak
13 16 (2.08%) SQL Server Analysis Services
14 11 (1.43%) Amazon Aurora
15 9 (1.17%) Power BI
16 7 (0.91%) Amazon DynamoDB
17 6 (0.78%) Oracle Database
Development Applications
1 156 (20.31%) Jenkins
2 155 (20.18%) Git (software)
3 56 (7.29%) JIRA
4 41 (5.34%) Selenium
5 37 (4.82%) TeamCity
6 33 (4.30%) Maven
7 32 (4.17%) Atlassian Bamboo
8 30 (3.91%) Subversion
8 30 (3.91%) Visual Studio Team System
9 29 (3.78%) Bitbucket
9 29 (3.78%) NUnit
10 24 (3.13%) Octopus Deploy
11 23 (2.99%) Sonatype Nexus
12 22 (2.86%) Cucumber
13 21 (2.73%) Team Foundation Server
14 20 (2.60%) Vagrant
15 15 (1.95%) Gradle
16 13 (1.69%) Visual Studio
17 12 (1.56%) SpecFlow
18 11 (1.43%) GitLab
General
1 175 (22.79%) Finance
2 87 (11.33%) Retail
3 21 (2.73%) Marketing
4 19 (2.47%) Financial Institution
5 15 (1.95%) Telecoms
6 10 (1.30%) Manufacturing
7 8 (1.04%) Advertising
8 7 (0.91%) Billing
8 7 (0.91%) Games
8 7 (0.91%) Legal
8 7 (0.91%) Local Government
9 6 (0.78%) Banking
10 5 (0.65%) Back Office
10 5 (0.65%) Retail Banking
11 2 (0.26%) Automotive
11 2 (0.26%) Publishing
Job Titles
1 242 (31.51%) Developer
2 143 (18.62%) DevOps Engineer
3 103 (13.41%) Architect
4 76 (9.90%) AWS Engineer
5 55 (7.16%) .NET Developer
6 53 (6.90%) Senior Developer
7 48 (6.25%) AWS DevOps
8 47 (6.12%) AWS DevOps Engineer
9 46 (5.99%) Infrastructure Engineer
10 45 (5.86%) C# Developer
11 44 (5.73%) Linux Engineer
12 42 (5.47%) Java Developer
13 40 (5.21%) Platform Engineer
13 40 (5.21%) Software Architect
14 38 (4.95%) Software Engineer
15 37 (4.82%) Cloud Engineer
16 27 (3.52%) AWS Architect
17 26 (3.39%) Linux/Unix DevOps
17 26 (3.39%) Software Developer
18 25 (3.26%) AWS Developer
Libraries, Frameworks & Software Standards
1 161 (20.96%) .NET
2 87 (11.33%) Web Services
3 83 (10.81%) ASP.NET
4 81 (10.55%) Node.js
5 63 (8.20%) AngularJS
6 61 (7.94%) HTML
7 57 (7.42%) ASP.NET MVC
8 56 (7.29%) CSS
9 52 (6.77%) Spring
10 38 (4.95%) Middleware
11 36 (4.69%) RESTful
11 36 (4.69%) Spring Boot
12 35 (4.56%) HTML5
12 35 (4.56%) React
13 27 (3.52%) Kafka
14 23 (2.99%) .NET Framework
15 22 (2.86%) jQuery
16 20 (2.60%) LAMP
17 19 (2.47%) .NET Core
18 18 (2.34%) Gherkin
Miscellaneous
1 72 (9.38%) Greenfield Project
2 59 (7.68%) Enterprise Software
3 51 (6.64%) Analytical Skills
4 23 (2.99%) Management Information System
4 23 (2.99%) Public Cloud
5 18 (2.34%) Mobile App
6 17 (2.21%) Hybrid Cloud
7 16 (2.08%) Replication
7 16 (2.08%) User Experience
8 15 (1.95%) Data Centre
9 14 (1.82%) Cloud Native
10 13 (1.69%) Private Cloud
11 12 (1.56%) Computer Science
12 9 (1.17%) EPoS
12 9 (1.17%) Self-Motivation
13 8 (1.04%) Clustering
13 8 (1.04%) Video\Live Streaming
14 5 (0.65%) Client/Server
14 5 (0.65%) Learning Management System
15 4 (0.52%) CMDB
Operating Systems
1 252 (32.81%) Linux
2 116 (15.10%) Windows
3 55 (7.16%) Unix
4 48 (6.25%) Windows Server
5 44 (5.73%) Red Hat Enterprise Linux
6 28 (3.65%) CentOS
7 22 (2.86%) Android
8 14 (1.82%) Debian
9 13 (1.69%) Windows Server 2012
10 12 (1.56%) HPUX
11 10 (1.30%) Ubuntu
12 8 (1.04%) Windows XP
13 6 (0.78%) AIX
13 6 (0.78%) Solaris
14 5 (0.65%) Apple iOS
15 4 (0.52%) Fedora
15 4 (0.52%) SUSE
15 4 (0.52%) Windows Server 2008
16 2 (0.26%) VMS
16 2 (0.26%) Windows 10
Processes & Methodologies
1 374 (48.70%) Agile Software Development
2 349 (45.44%) DevOps
3 119 (15.49%) Test Automation
4 109 (14.19%) TDD
5 99 (12.89%) Continuous Integration
6 98 (12.76%) Configuration Management
7 86 (11.20%) Software Engineering
8 82 (10.68%) MVC
9 72 (9.38%) Problem-Solving
10 69 (8.98%) Scrum
11 61 (7.94%) ITIL
12 60 (7.81%) BDD
13 58 (7.55%) Deployment Automation
14 57 (7.42%) Microservices
15 56 (7.29%) IT Strategy
16 53 (6.90%) Infrastructure Engineering
17 51 (6.64%) Waterfall
18 49 (6.38%) Open Source
19 48 (6.25%) Business Intelligence
19 48 (6.25%) Mentoring
Programming Languages
1 206 (26.82%) Java
2 202 (26.30%) Python
3 182 (23.70%) SQL
4 178 (23.18%) C#
5 175 (22.79%) JavaScript
6 111 (14.45%) Bash Shell
7 106 (13.80%) Ruby
8 75 (9.77%) PowerShell
9 65 (8.46%) PHP
10 44 (5.73%) Perl
11 36 (4.69%) Java 8
12 32 (4.17%) Shell Script
13 28 (3.65%) C++
14 26 (3.39%) Scala
15 24 (3.13%) T-SQL
16 21 (2.73%) Go
17 20 (2.60%) Kotlin
18 13 (1.69%) Objective-C
19 12 (1.56%) TypeScript
20 11 (1.43%) C
Qualifications
1 25 (3.26%) Degree
2 23 (2.99%) AWS Certification
3 14 (1.82%) Cisco Certification
3 14 (1.82%) Microsoft Certification
4 12 (1.56%) ITIL Certification
5 10 (1.30%) MCSA
5 10 (1.30%) VMware Certified Professional (VCP)
6 8 (1.04%) CCNA
7 7 (0.91%) MCSE
8 6 (0.78%) CISM
8 6 (0.78%) CISSP
8 6 (0.78%) Computer Science Degree
8 6 (0.78%) ITIL Foundation Certificate
8 6 (0.78%) VCP5
9 5 (0.65%) CEH
9 5 (0.65%) CISA
9 5 (0.65%) CompTIA Security+
9 5 (0.65%) GIAC
9 5 (0.65%) SANS
9 5 (0.65%) SSCP
Quality Assurance & Compliance
1 51 (6.64%) QA
2 13 (1.69%) ISO/IEC 27001
2 13 (1.69%) SLA
3 7 (0.91%) GDPR
4 6 (0.78%) Data Quality
4 6 (0.78%) GCP
4 6 (0.78%) ISO/IEC 20000
5 4 (0.52%) PCI DSS
6 2 (0.26%) PMO
7 1 (0.13%) Disclosure Scotland
System Software
1 162 (21.09%) Docker
2 78 (10.16%) Active Directory
3 54 (7.03%) VMware Infrastructure
4 20 (2.60%) vSphere
5 18 (2.34%) Virtual Machines
6 16 (2.08%) XenServer
7 12 (1.56%) Hyper-V
8 10 (1.30%) Xen
9 9 (1.17%) XenApp
10 8 (1.04%) Apache ZooKeeper
10 8 (1.04%) FreeRADIUS
10 8 (1.04%) VMware ESXi
11 7 (0.91%) HDFS
11 7 (0.91%) Varnish
12 5 (0.65%) XenDesktop
13 3 (0.39%) Firmware
13 3 (0.39%) KVM
14 2 (0.26%) VMware Server
15 1 (0.13%) LXC
15 1 (0.13%) vCloud
Systems Management
1 136 (17.71%) Puppet
2 129 (16.80%) Opscode Chef
3 116 (15.10%) Ansible
4 105 (13.67%) Terraform
5 58 (7.55%) Kubernetes
6 30 (3.91%) Cobbler
7 19 (2.47%) SCCM
8 14 (1.82%) Packer
8 14 (1.82%) Rancher
9 11 (1.43%) Docker Swarm
9 11 (1.43%) SmoothWall
9 11 (1.43%) Tivoli
10 9 (1.17%) Prometheus
11 8 (1.04%) Capistrano
11 8 (1.04%) Grafana
11 8 (1.04%) Nagios
11 8 (1.04%) SELinux
12 6 (0.78%) AirWatch
12 6 (0.78%) Salt
13 5 (0.65%) ZABBIX
Vendors
1 185 (24.09%) Microsoft
2 101 (13.15%) VMware
3 94 (12.24%) Google
4 84 (10.94%) Oracle
5 66 (8.59%) Cisco
6 50 (6.51%) Red Hat
7 43 (5.60%) Xamarin
8 26 (3.39%) Citrix
9 20 (2.60%) HP
10 17 (2.21%) New Relic
11 15 (1.95%) Tableau
12 14 (1.82%) EMC
13 13 (1.69%) NetApp
13 13 (1.69%) SaltStack
14 12 (1.56%) Splunk
15 11 (1.43%) Rackspace
16 10 (1.30%) Dell
16 10 (1.30%) Trend Micro
17 9 (1.17%) EnterpriseDB
17 9 (1.17%) Salesforce.com