Period
to 23 May 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 23 May 2018 with a comparison to the same period in the previous 2 years.

Amazon Web Services (AWS)
England > Yorkshire
6 months to
23 May 2018
Same period 2017 Same period 2016
Rank 34 82 135
Rank change year-on-year +48 +53 +87
Permanent jobs citing Amazon AWS 628 364 296
As % of all permanent IT jobs advertised in Yorkshire 6.52% 3.44% 2.41%
As % of the Cloud Services category 35.38% 28.20% 29.60%
Number of salaries quoted 554 303 258
Yorkshire median annual salary £52,500 £50,000 £45,000
Median salary % change year-on-year +5.00% +11.11% +12.50%
10th Percentile £32,500 £27,650 £32,500
90th Percentile £75,000 £71,250 £70,000
England median annual salary £60,000 £57,500 £55,000
% change year-on-year +4.35% +4.55% +1.85%

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 1,775 1,291 1,000
As % of all permanent IT jobs advertised in Yorkshire 18.43% 12.19% 8.15%
Number of salaries quoted 1,481 1,120 834
Yorkshire median annual salary £45,000 £43,500 £42,500
Median salary % change year-on-year +3.45% +2.35% +6.25%
10th Percentile £26,500 £25,750 £26,250
90th Percentile £70,000 £63,750 £62,500
England median annual salary £55,000 £50,000 £50,000
% change year-on-year +10.00% - +1.01%

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 23 May 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 23 May 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 +42 458 £52,500 -4.55% 74
North Yorkshire +36 82 £50,000 +25.00% 20
South Yorkshire -1 47 £42,500 +13.33% 13
East Yorkshire - 15 £36,176 - 2
Amazon AWS
England

For the 6 months to 23 May 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.

1 333 (53.03%) Microsoft Azure
2 290 (46.18%) DevOps
3 279 (44.43%) Agile Software Development
4 244 (38.85%) Linux
5 156 (24.84%) Microsoft
6 155 (24.68%) Python
7 141 (22.45%) Java
8 136 (21.66%) JavaScript
9 133 (21.18%) Opscode Chef
9 133 (21.18%) Docker
10 132 (21.02%) Puppet
11 125 (19.90%) Git (software)
11 125 (19.90%) Windows
11 125 (19.90%) Ansible
12 124 (19.75%) Jenkins
13 119 (18.95%) SQL
14 115 (18.31%) C#
15 113 (17.99%) .NET
16 108 (17.20%) Ruby
17 106 (16.88%) Google
18 105 (16.72%) Continuous Integration
19 103 (16.40%) Test Automation
20 100 (15.92%) Configuration Management
21 98 (15.61%) VMware
22 96 (15.29%) Finance
23 91 (14.49%) Bash Shell
24 90 (14.33%) TDD
25 89 (14.17%) Web Services
26 81 (12.90%) Software Engineering
27 78 (12.42%) Node.js

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 39 (6.21%) Tomcat
2 20 (3.18%) Apache
3 17 (2.71%) IIS
3 17 (2.71%) WebLogic
4 16 (2.55%) CloudStack
4 16 (2.55%) JBoss
4 16 (2.55%) OpenStack
5 15 (2.39%) Confluence
6 13 (2.07%) Elasticsearch
7 12 (1.91%) Apache Spark
7 12 (1.91%) nginx
8 11 (1.75%) Apache Solr
9 10 (1.59%) Jetty
10 9 (1.43%) SharePoint
11 6 (0.96%) MS Exchange
11 6 (0.96%) WebSphere
12 5 (0.80%) CMS
13 4 (0.64%) Exchange Server 2010
13 4 (0.64%) Oracle Workflow
13 4 (0.64%) WordPress
Applications
1 7 (1.11%) Microsoft Office
2 1 (0.16%) Acrobat
2 1 (0.16%) MS Visio
2 1 (0.16%) Snagit
Business Applications
1 14 (2.23%) Dynamics CRM
2 3 (0.48%) Dynamics AX
3 1 (0.16%) Oracle CRM
Cloud Services
1 333 (53.03%) Microsoft Azure
2 53 (8.44%) Google Cloud Platform
3 48 (7.64%) Office 365
4 44 (7.01%) PaaS
5 41 (6.53%) Amazon EC2
6 40 (6.37%) IaaS
7 38 (6.05%) SaaS
8 28 (4.46%) Cloud Computing
9 26 (4.14%) AWS CloudFormation
10 24 (3.82%) Amazon S3
11 23 (3.66%) Amazon CloudWatch
12 18 (2.87%) Serverless
13 15 (2.39%) Virtual Private Cloud
14 13 (2.07%) AWS Lambda
15 12 (1.91%) Amazon ELB
15 12 (1.91%) Azure Active Directory
16 11 (1.75%) Amazon SQS
17 10 (1.59%) GitHub
18 8 (1.27%) CloudFront
18 8 (1.27%) Route 53
Communications & Networking
1 58 (9.24%) Firewall
2 48 (7.64%) DNS
3 40 (6.37%) VPN
4 38 (6.05%) Network Security
5 36 (5.73%) Internet
6 34 (5.41%) TCP/IP
7 29 (4.62%) DHCP
8 26 (4.14%) SAN
9 15 (2.39%) NAS
10 13 (2.07%) HTTP
11 12 (1.91%) VoIP
12 11 (1.75%) Wireless
13 10 (1.59%) LAN
13 10 (1.59%) WAN
14 9 (1.43%) NetScaler
15 8 (1.27%) Intrusion Detection
15 8 (1.27%) IP Telephony
15 8 (1.27%) SSL
15 8 (1.27%) Unified Communications
16 6 (0.96%) MPLS
Database & Business Intelligence
1 73 (11.62%) SQL Server
2 69 (10.99%) MySQL
3 54 (8.60%) NoSQL
4 42 (6.69%) Big Data
5 40 (6.37%) MongoDB
6 27 (4.30%) Amazon RDS
7 26 (4.14%) PostgreSQL
8 23 (3.66%) Hadoop
9 16 (2.55%) Apache Cassandra
10 13 (2.07%) SQL Server Integration Services
11 12 (1.91%) Redis
11 12 (1.91%) Riak
12 11 (1.75%) Relational Database
13 10 (1.59%) Data Warehouse
14 9 (1.43%) Azure SQL Database
15 8 (1.27%) Amazon Aurora
15 8 (1.27%) Data Lake
16 7 (1.11%) Oracle Database
16 7 (1.11%) SQL Server Reporting Services
17 6 (0.96%) SQL Server Analysis Services
Development Applications
1 125 (19.90%) Git (software)
2 124 (19.75%) Jenkins
3 55 (8.76%) JIRA
4 44 (7.01%) TeamCity
5 38 (6.05%) Atlassian Bamboo
6 36 (5.73%) Octopus Deploy
7 31 (4.94%) Team Foundation Server
8 29 (4.62%) Subversion
9 26 (4.14%) Vagrant
10 25 (3.98%) Visual Studio Team System
11 24 (3.82%) Bitbucket
12 22 (3.50%) Maven
13 21 (3.34%) Mercurial
14 18 (2.87%) Gradle
14 18 (2.87%) Visual Studio
15 17 (2.71%) Selenium
16 16 (2.55%) MSBuild
17 9 (1.43%) PHPUnit
18 8 (1.27%) Sonatype Nexus
19 7 (1.11%) Cucumber
General
1 96 (15.29%) Finance
2 57 (9.08%) Retail
3 16 (2.55%) Marketing
4 12 (1.91%) Telecoms
5 11 (1.75%) Advertising
6 10 (1.59%) Financial Institution
7 8 (1.27%) Billing
7 8 (1.27%) Local Government
7 8 (1.27%) Manufacturing
8 7 (1.11%) Banking
8 7 (1.11%) Legal
9 5 (0.80%) Games
10 4 (0.64%) Retail Banking
11 3 (0.48%) Back Office
11 3 (0.48%) Law
12 2 (0.32%) Pharmaceutical
13 1 (0.16%) Automotive
13 1 (0.16%) Publishing
Job Titles
1 157 (25.00%) DevOps Engineer
2 121 (19.27%) Developer
3 95 (15.13%) Architect
4 65 (10.35%) AWS Engineer
5 41 (6.53%) Linux Engineer
6 40 (6.37%) AWS DevOps
7 39 (6.21%) AWS DevOps Engineer
8 37 (5.89%) Software Engineer
9 36 (5.73%) Software Architect
10 30 (4.78%) C# Developer
11 29 (4.62%) Infrastructure Engineer
11 29 (4.62%) Linux/Unix DevOps
11 29 (4.62%) Software Developer
12 28 (4.46%) Cloud Architect
13 27 (4.30%) .NET Developer
14 26 (4.14%) Consultant
14 26 (4.14%) PHP Developer
14 26 (4.14%) Senior Developer
15 25 (3.98%) Platform Engineer
16 21 (3.34%) Java Engineer
Libraries, Frameworks & Software Standards
1 113 (17.99%) .NET
2 89 (14.17%) Web Services
3 78 (12.42%) Node.js
4 67 (10.67%) AngularJS
5 41 (6.53%) ASP.NET
5 41 (6.53%) Middleware
6 38 (6.05%) HTML
7 34 (5.41%) RESTful
8 33 (5.25%) CSS
9 31 (4.94%) ASP.NET MVC
10 29 (4.62%) Spring
11 26 (4.14%) React
12 23 (3.66%) Kafka
13 21 (3.34%) JSON
14 20 (3.18%) jQuery
15 16 (2.55%) Spring Boot
16 15 (2.39%) .NET Core
16 15 (2.39%) Twitter Bootstrap
17 14 (2.23%) RabbitMQ
18 13 (2.07%) ASP.NET Web API
Miscellaneous
1 35 (5.57%) Analytical Skills
2 33 (5.25%) Enterprise Software
3 28 (4.46%) Greenfield Project
4 24 (3.82%) Data Centre
4 24 (3.82%) Public Cloud
5 21 (3.34%) User Experience
6 20 (3.18%) Private Cloud
7 17 (2.71%) Management Information System
7 17 (2.71%) Replication
8 9 (1.43%) Clustering
8 9 (1.43%) Computer Science
8 9 (1.43%) Hybrid Cloud
9 6 (0.96%) Cloud Native
9 6 (0.96%) Device Driver
9 6 (0.96%) Driving Licence
9 6 (0.96%) e-Learning
10 5 (0.80%) Self-Motivation
10 5 (0.80%) Video\Live Streaming
10 5 (0.80%) Wiki
11 4 (0.64%) Distributed Denial-of-Service
Operating Systems
1 244 (38.85%) Linux
2 125 (19.90%) Windows
3 53 (8.44%) Red Hat Enterprise Linux
4 52 (8.28%) Windows Server
5 51 (8.12%) Unix
6 17 (2.71%) Windows Server 2012
7 15 (2.39%) CentOS
8 12 (1.91%) Debian
9 10 (1.59%) AIX
9 10 (1.59%) Solaris
10 9 (1.43%) HPUX
11 8 (1.27%) Mac OS X
12 7 (1.11%) Windows 7
12 7 (1.11%) Windows Server 2008
13 6 (0.96%) Windows 8
14 4 (0.64%) Ubuntu
15 3 (0.48%) Android
15 3 (0.48%) Fedora
15 3 (0.48%) SUSE
15 3 (0.48%) Windows XP
Processes & Methodologies
1 290 (46.18%) DevOps
2 279 (44.43%) Agile Software Development
3 105 (16.72%) Continuous Integration
4 103 (16.40%) Test Automation
5 100 (15.92%) Configuration Management
6 90 (14.33%) TDD
7 81 (12.90%) Software Engineering
8 73 (11.62%) Scrum
9 56 (8.92%) ITIL
10 55 (8.76%) Mentoring
11 53 (8.44%) MVC
12 46 (7.32%) Microservices
13 45 (7.17%) BDD
14 44 (7.01%) OO
15 41 (6.53%) Waterfall
16 38 (6.05%) Deployment Automation
16 38 (6.05%) Presales
16 38 (6.05%) Problem-Solving
17 35 (5.57%) Open Source
17 35 (5.57%) SDLC
Programming Languages
1 155 (24.68%) Python
2 141 (22.45%) Java
3 136 (21.66%) JavaScript
4 119 (18.95%) SQL
5 115 (18.31%) C#
6 108 (17.20%) Ruby
7 91 (14.49%) Bash Shell
8 65 (10.35%) PowerShell
9 50 (7.96%) Perl
10 44 (7.01%) PHP
11 38 (6.05%) C++
12 28 (4.46%) Shell Script
13 21 (3.34%) C
13 21 (3.34%) T-SQL
14 20 (3.18%) Java 8
15 16 (2.55%) Scala
16 15 (2.39%) Kotlin
17 12 (1.91%) PL/SQL
18 7 (1.11%) Go
19 4 (0.64%) TypeScript
Qualifications
1 20 (3.18%) Degree
2 16 (2.55%) Microsoft Certification
3 14 (2.23%) MCSE
4 12 (1.91%) AWS Certification
4 12 (1.91%) Cisco Certification
5 7 (1.11%) CISM
5 7 (1.11%) CISSP
5 7 (1.11%) ITIL Certification
6 5 (0.80%) CCNA
6 5 (0.80%) CEH
6 5 (0.80%) CISA
6 5 (0.80%) CompTIA Security+
6 5 (0.80%) CSSLP
6 5 (0.80%) GIAC
6 5 (0.80%) MCSA
6 5 (0.80%) SANS
6 5 (0.80%) SSCP
6 5 (0.80%) VMware Certified Professional (VCP)
7 4 (0.64%) Computer Science Degree
7 4 (0.64%) PMP
Quality Assurance & Compliance
1 20 (3.18%) QA
2 15 (2.39%) GDPR
3 10 (1.59%) SLA
4 7 (1.11%) GCP
5 6 (0.96%) Data Quality
6 5 (0.80%) ISO/IEC 27001
7 2 (0.32%) PCI DSS
7 2 (0.32%) PMO
8 1 (0.16%) Disclosure Scotland
System Software
1 133 (21.18%) Docker
2 55 (8.76%) Active Directory
2 55 (8.76%) VMware Infrastructure
3 27 (4.30%) vSphere
4 25 (3.98%) Virtual Machines
5 17 (2.71%) Hyper-V
6 14 (2.23%) XenServer
7 10 (1.59%) XenApp
8 8 (1.27%) FreeRADIUS
8 8 (1.27%) Xen
9 6 (0.96%) Apache ZooKeeper
9 6 (0.96%) KVM
10 4 (0.64%) HDFS
11 3 (0.48%) Firmware
11 3 (0.48%) VMware ESXi
12 2 (0.32%) Varnish
13 1 (0.16%) NDS
13 1 (0.16%) NFS
Systems Management
1 133 (21.18%) Opscode Chef
2 132 (21.02%) Puppet
3 125 (19.90%) Ansible
4 59 (9.39%) Terraform
5 48 (7.64%) Kubernetes
6 33 (5.25%) Packer
7 22 (3.50%) SmoothWall
8 19 (3.03%) Cobbler
9 18 (2.87%) Salt
10 12 (1.91%) Docker Swarm
11 10 (1.59%) FortiGate
11 10 (1.59%) Nagios
11 10 (1.59%) Rancher
12 9 (1.43%) Grafana
12 9 (1.43%) SCCM
13 8 (1.27%) Capistrano
13 8 (1.27%) SELinux
14 7 (1.11%) ZABBIX
15 5 (0.80%) Consul
15 5 (0.80%) Graphite
Vendors
1 156 (24.84%) Microsoft
2 106 (16.88%) Google
3 98 (15.61%) VMware
4 69 (10.99%) Cisco
5 67 (10.67%) Oracle
6 59 (9.39%) Red Hat
7 24 (3.82%) HP
8 23 (3.66%) SaltStack
9 20 (3.18%) Citrix
10 17 (2.71%) NetApp
10 17 (2.71%) New Relic
11 16 (2.55%) Rackspace
12 15 (2.39%) EMC
13 14 (2.23%) Salesforce.com
14 12 (1.91%) CheckPoint
14 12 (1.91%) Palo Alto
14 12 (1.91%) Xamarin
15 11 (1.75%) Meraki
15 11 (1.75%) Trend Micro
15 11 (1.75%) Verint