Period
to 21 November 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 21 November 2018 with a comparison to the same period in the previous 2 years.

Amazon Web Services (AWS)
England > Yorkshire
6 months to
21 Nov 2018
Same period 2017 Same period 2016
Rank 20 57 137
Rank change year-on-year +37 +80 +47
Permanent jobs citing Amazon AWS 738 430 229
As % of all permanent IT jobs advertised in Yorkshire 8.76% 4.35% 2.06%
As % of the Cloud Services category 37.24% 30.22% 24.47%
Number of salaries quoted 667 360 174
Yorkshire median annual salary £50,000 £50,000 £52,500
Median salary % change year-on-year - -4.76% +5.00%
10th Percentile £32,500 £31,250 £32,500
90th Percentile £77,500 £66,300 £72,500
England median annual salary £62,500 £60,000 £57,500
% change year-on-year +4.17% +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 1,982 1,423 936
As % of all permanent IT jobs advertised in Yorkshire 23.53% 14.38% 8.42%
Number of salaries quoted 1,640 1,193 778
Yorkshire median annual salary £45,000 £42,500 £42,500
Median salary % change year-on-year +5.88% - +1.19%
10th Percentile £27,750 £22,800 £26,000
90th Percentile £70,000 £62,500 £67,500
England median annual salary £55,000 £52,500 £52,000
% change year-on-year +4.76% +0.96% +4.00%

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 21 November 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 21 November 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 +52 486 £50,000 - 81
North Yorkshire -1 118 £45,000 -10.00% 13
South Yorkshire -3 100 £50,000 +25.00% 23
East Yorkshire - 7 £42,500 - 2
Amazon AWS
England

For the 6 months to 21 November 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.

1 403 (54.61%) Microsoft Azure
2 340 (46.07%) Agile Software Development
3 313 (42.41%) DevOps
4 210 (28.46%) Linux
5 205 (27.78%) SQL
6 201 (27.24%) Java
7 189 (25.61%) Finance
8 186 (25.20%) C#
9 176 (23.85%) Python
10 175 (23.71%) Microsoft
11 152 (20.60%) JavaScript
12 150 (20.33%) Jenkins
13 139 (18.83%) Docker
14 135 (18.29%) Puppet
15 134 (18.16%) .NET
16 123 (16.67%) Continuous Integration
17 122 (16.53%) SQL Server
18 121 (16.40%) Git (software)
19 115 (15.58%) Test Automation
20 113 (15.31%) Terraform
21 106 (14.36%) VMware
22 105 (14.23%) TDD
23 104 (14.09%) Ruby
23 104 (14.09%) Windows
24 100 (13.55%) Ansible
25 98 (13.28%) Opscode Chef
25 98 (13.28%) Bash Shell
26 95 (12.87%) Configuration Management
26 95 (12.87%) Web Services
26 95 (12.87%) Software Engineering

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 33 (4.47%) Elasticsearch
2 29 (3.93%) Tomcat
3 27 (3.66%) MS Exchange
4 20 (2.71%) SharePoint
5 19 (2.57%) CMS
6 18 (2.44%) Apache Spark
6 18 (2.44%) Skype for Business
7 17 (2.30%) Apache
7 17 (2.30%) Apache Solr
8 16 (2.17%) OpenStack
9 13 (1.76%) CloudStack
10 12 (1.63%) Confluence
11 11 (1.49%) IIS
11 11 (1.49%) Oracle SOA Suite
11 11 (1.49%) WebLogic
12 8 (1.08%) Cloud Foundry
12 8 (1.08%) Exchange Server 2010
12 8 (1.08%) JBoss
12 8 (1.08%) nginx
12 8 (1.08%) WebSphere
Applications
1 10 (1.36%) Microsoft Excel
2 7 (0.95%) Microsoft Office
3 1 (0.14%) Microsoft PowerPoint
3 1 (0.14%) Microsoft Project
Business Applications
1 5 (0.68%) Magento
2 3 (0.41%) Dynamics CRM
3 1 (0.14%) Oracle EBS
Cloud Services
1 403 (54.61%) Microsoft Azure
2 77 (10.43%) SaaS
3 50 (6.78%) Google Cloud Platform
4 49 (6.64%) Office 365
5 41 (5.56%) AWS CloudFormation
6 33 (4.47%) Cloud Computing
7 30 (4.07%) IaaS
8 28 (3.79%) PaaS
8 28 (3.79%) Serverless
9 20 (2.71%) Amazon S3
10 19 (2.57%) Amazon EC2
11 18 (2.44%) AWS Lambda
12 17 (2.30%) GitHub
13 10 (1.36%) npm
14 7 (0.95%) Virtual Private Cloud
15 5 (0.68%) Amazon Kinesis
15 5 (0.68%) Dynamics 365
15 5 (0.68%) G Suite
15 5 (0.68%) Sage Pay
16 4 (0.54%) Yammer
Communications & Networking
1 48 (6.50%) DNS
2 27 (3.66%) Firewall
3 23 (3.12%) DHCP
3 23 (3.12%) VPN
4 21 (2.85%) TCP/IP
5 20 (2.71%) WAN
6 18 (2.44%) Internet
6 18 (2.44%) SAN
7 15 (2.03%) SSL
8 14 (1.90%) LAN
9 13 (1.76%) Skype
10 12 (1.63%) IPsec
11 11 (1.49%) Cisco ASA
11 11 (1.49%) MPLS
12 9 (1.22%) Intranet
13 8 (1.08%) Fibre Channel
13 8 (1.08%) NetScaler
14 7 (0.95%) BGP
14 7 (0.95%) OSPF
15 6 (0.81%) Cisco Nexus
Database & Business Intelligence
1 122 (16.53%) SQL Server
2 90 (12.20%) MySQL
3 78 (10.57%) NoSQL
4 48 (6.50%) MongoDB
5 37 (5.01%) Relational Database
6 32 (4.34%) Big Data
7 27 (3.66%) Hadoop
8 25 (3.39%) PostgreSQL
9 24 (3.25%) Amazon Redshift
9 24 (3.25%) Apache Cassandra
10 21 (2.85%) Data Warehouse
11 20 (2.71%) Amazon DynamoDB
12 19 (2.57%) Redis
13 17 (2.30%) SQL Server Integration Services
14 14 (1.90%) Amazon RDS
14 14 (1.90%) Riak
14 14 (1.90%) SQL Server Analysis Services
15 12 (1.63%) Azure SQL Database
16 9 (1.22%) Power BI
17 8 (1.08%) SQL Server 2016
Development Applications
1 150 (20.33%) Jenkins
2 121 (16.40%) Git (software)
3 71 (9.62%) Selenium
4 45 (6.10%) JIRA
5 42 (5.69%) NUnit
6 40 (5.42%) Cucumber
7 28 (3.79%) Subversion
8 26 (3.52%) Maven
8 26 (3.52%) Sonatype Nexus
8 26 (3.52%) TeamCity
9 20 (2.71%) Atlassian Bamboo
10 18 (2.44%) Octopus Deploy
10 18 (2.44%) SpecFlow
11 17 (2.30%) Visual Studio Team System
12 15 (2.03%) Bitbucket
12 15 (2.03%) GitLab
13 13 (1.76%) Vagrant
14 12 (1.63%) SonarQube
15 11 (1.49%) Visual Studio
16 10 (1.36%) Gradle
General
1 189 (25.61%) Finance
2 70 (9.49%) Retail
3 18 (2.44%) Marketing
4 16 (2.17%) Banking
4 16 (2.17%) Telecoms
5 15 (2.03%) Manufacturing
6 11 (1.49%) Financial Institution
6 11 (1.49%) Games
7 5 (0.68%) Advertising
7 5 (0.68%) Back Office
7 5 (0.68%) Billing
7 5 (0.68%) Local Government
8 4 (0.54%) Legal
8 4 (0.54%) Retail Banking
9 3 (0.41%) Automotive
9 3 (0.41%) Publishing
10 1 (0.14%) Electronics
10 1 (0.14%) Law
Job Titles
1 254 (34.42%) Developer
2 106 (14.36%) DevOps Engineer
3 98 (13.28%) Architect
4 82 (11.11%) AWS Engineer
5 68 (9.21%) Cloud Engineer
6 60 (8.13%) Senior Developer
7 59 (7.99%) .NET Developer
8 56 (7.59%) Platform Engineer
9 51 (6.91%) Java Developer
10 48 (6.50%) Infrastructure Engineer
11 47 (6.37%) Linux Engineer
12 46 (6.23%) AWS DevOps
12 46 (6.23%) C# Developer
13 44 (5.96%) AWS DevOps Engineer
14 34 (4.61%) AWS Developer
15 33 (4.47%) Test Automation Developer
16 30 (4.07%) AWS Architect
16 30 (4.07%) Developer in Test
17 29 (3.93%) Linux/Unix DevOps
17 29 (3.93%) Software Engineer
Libraries, Frameworks & Software Standards
1 134 (18.16%) .NET
2 95 (12.87%) Web Services
3 74 (10.03%) HTML
4 72 (9.76%) ASP.NET
5 70 (9.49%) CSS
6 57 (7.72%) Node.js
7 54 (7.32%) AngularJS
7 54 (7.32%) Spring
8 48 (6.50%) ASP.NET MVC
9 44 (5.96%) Middleware
10 42 (5.69%) Spring Boot
11 35 (4.74%) HTML5
11 35 (4.74%) Kafka
12 34 (4.61%) React
13 33 (4.47%) Gherkin
14 30 (4.07%) RESTful
15 25 (3.39%) .NET Framework
15 25 (3.39%) Elastic Stack
16 23 (3.12%) CSS3
17 22 (2.98%) jQuery
Miscellaneous
1 65 (8.81%) Greenfield Project
2 62 (8.40%) Enterprise Software
3 43 (5.83%) Analytical Skills
4 34 (4.61%) Public Cloud
5 31 (4.20%) Data Centre
5 31 (4.20%) Mobile App
6 26 (3.52%) Cloud Native
7 17 (2.30%) Management Information System
8 13 (1.76%) Hybrid Cloud
9 10 (1.36%) Fintech
10 9 (1.22%) Computer Science
10 9 (1.22%) Social Media
10 9 (1.22%) User Experience
10 9 (1.22%) Video\Live Streaming
11 8 (1.08%) Replication
11 8 (1.08%) Self-Motivation
12 7 (0.95%) CMDB
12 7 (0.95%) EPoS
13 6 (0.81%) iSeries
13 6 (0.81%) Mainframe
Operating Systems
1 210 (28.46%) Linux
2 104 (14.09%) Windows
3 67 (9.08%) Unix
4 53 (7.18%) Windows Server
5 29 (3.93%) CentOS
6 28 (3.79%) Android
7 22 (2.98%) Red Hat Enterprise Linux
8 14 (1.90%) Windows Server 2012
9 8 (1.08%) Apple iOS
10 7 (0.95%) Ubuntu
11 6 (0.81%) Debian
11 6 (0.81%) HPUX
11 6 (0.81%) Windows 10
11 6 (0.81%) Windows Server 2008
12 5 (0.68%) Windows XP
13 4 (0.54%) Windows 7
14 3 (0.41%) Windows 8
15 2 (0.27%) VMS
15 2 (0.27%) Windows Server 2003
16 1 (0.14%) Mac OS X
Processes & Methodologies
1 340 (46.07%) Agile Software Development
2 313 (42.41%) DevOps
3 123 (16.67%) Continuous Integration
4 115 (15.58%) Test Automation
5 105 (14.23%) TDD
6 95 (12.87%) Configuration Management
6 95 (12.87%) Software Engineering
7 84 (11.38%) Microservices
8 83 (11.25%) MVC
9 71 (9.62%) Open Source
10 69 (9.35%) Problem-Solving
11 62 (8.40%) Scrum
12 61 (8.27%) BDD
12 61 (8.27%) Deployment Automation
13 60 (8.13%) Mobile Development
14 59 (7.99%) Infrastructure Engineering
14 59 (7.99%) IT Strategy
15 53 (7.18%) Continuous Delivery
16 41 (5.56%) ITIL
17 39 (5.28%) Migration
Programming Languages
1 205 (27.78%) SQL
2 201 (27.24%) Java
3 186 (25.20%) C#
4 176 (23.85%) Python
5 152 (20.60%) JavaScript
6 104 (14.09%) Ruby
7 98 (13.28%) Bash Shell
8 59 (7.99%) PowerShell
9 46 (6.23%) PHP
10 43 (5.83%) Shell Script
11 38 (5.15%) Java 8
12 30 (4.07%) Perl
13 25 (3.39%) Scala
14 24 (3.25%) T-SQL
15 18 (2.44%) Go
15 18 (2.44%) Kotlin
16 16 (2.17%) Objective-C
17 14 (1.90%) ES6
18 13 (1.76%) TypeScript
19 11 (1.49%) Apple Swift
Qualifications
1 28 (3.79%) AWS Certification
2 18 (2.44%) Degree
3 14 (1.90%) Security Cleared
4 13 (1.76%) Cisco Certification
5 10 (1.36%) SC Cleared
6 9 (1.22%) ITIL Certification
6 9 (1.22%) ITIL Foundation Certificate
7 6 (0.81%) CCNA
7 6 (0.81%) MCSA
7 6 (0.81%) Microsoft Certification
8 5 (0.68%) CCIE
8 5 (0.68%) CCNP
8 5 (0.68%) VCP5
8 5 (0.68%) VMware Certified Professional (VCP)
9 4 (0.54%) Computer Science Degree
9 4 (0.54%) RHCE
9 4 (0.54%) RHCSA
10 3 (0.41%) CCIE Security
11 2 (0.27%) CISM
11 2 (0.27%) TOGAF Certification
Quality Assurance & Compliance
1 39 (5.28%) QA
2 25 (3.39%) SLA
3 21 (2.85%) ISO/IEC 27001
4 11 (1.49%) PCI DSS
5 10 (1.36%) GDPR
5 10 (1.36%) PMO
6 8 (1.08%) Data Quality
7 7 (0.95%) ISO/IEC 20000
8 2 (0.27%) ISO 9001
System Software
1 139 (18.83%) Docker
2 70 (9.49%) Active Directory
3 57 (7.72%) VMware Infrastructure
4 17 (2.30%) vSphere
5 14 (1.90%) Hyper-V
6 9 (1.22%) VMware ESXi
7 8 (1.08%) VMware Server
8 6 (0.81%) XenDesktop
9 5 (0.68%) Apache ZooKeeper
9 5 (0.68%) HDFS
9 5 (0.68%) Varnish
9 5 (0.68%) Xen
9 5 (0.68%) XenApp
9 5 (0.68%) XenServer
10 2 (0.27%) Virtual Machines
11 1 (0.14%) KVM
11 1 (0.14%) LXC
11 1 (0.14%) vCloud
11 1 (0.14%) VirtualBox
Systems Management
1 135 (18.29%) Puppet
2 113 (15.31%) Terraform
3 100 (13.55%) Ansible
4 98 (13.28%) Opscode Chef
5 68 (9.21%) Kubernetes
6 33 (4.47%) Cobbler
7 18 (2.44%) Tivoli
8 16 (2.17%) SCCM
9 14 (1.90%) Docker Swarm
9 14 (1.90%) Prometheus
10 13 (1.76%) Rancher
11 10 (1.36%) Packer
12 8 (1.08%) Hadoop YARN
13 7 (0.95%) Grafana
14 6 (0.81%) Consul
14 6 (0.81%) Nagios
15 5 (0.68%) AirWatch
16 4 (0.54%) Graphite
16 4 (0.54%) Kibana
16 4 (0.54%) Single Sign-On
Vendors
1 175 (23.71%) Microsoft
2 106 (14.36%) VMware
3 82 (11.11%) Oracle
4 74 (10.03%) Google
5 53 (7.18%) Cisco
6 47 (6.37%) Xamarin
7 29 (3.93%) Red Hat
8 27 (3.66%) Citrix
9 18 (2.44%) EnterpriseDB
10 16 (2.17%) Splunk
11 15 (2.03%) Dell
12 14 (1.90%) NetApp
13 13 (1.76%) EMC
14 11 (1.49%) MuleSoft
14 11 (1.49%) Tableau
15 10 (1.36%) Atlassian
16 9 (1.22%) Brocade
16 9 (1.22%) CheckPoint
16 9 (1.22%) Rackspace
17 8 (1.08%) HP