Period
to 18 January 2020

The following table provides summary statistics for permanent job vacancies advertised in Yorkshire with a requirement for AWS skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited AWS over the 6 months to 18 January 2020 with a comparison to the same period in the previous 2 years.

Amazon Web Services (AWS)
England > Yorkshire
6 months to
18 Jan 2020
Same period 2019 Same period 2018
Rank 15 23 57
Rank change year-on-year +8 +34 +121
Permanent jobs citing AWS 688 627 420
As % of all permanent IT jobs advertised in Yorkshire 11.33% 8.45% 4.35%
As % of the Cloud Services category 37.66% 34.21% 27.47%
Number of salaries quoted 600 546 370
Yorkshire median annual salary £50,000 £50,000 £48,750
Median salary % change year-on-year - +2.56% -11.36%
10th Percentile £32,000 £32,500 £31,250
90th Percentile £75,000 £77,500 £70,000
England median annual salary £65,000 £62,500 £60,000
% change year-on-year +4.00% +4.17% -

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 1,827 1,833 1,529
As % of all permanent IT jobs advertised in Yorkshire 30.10% 24.72% 15.84%
Number of salaries quoted 1,522 1,521 1,299
Yorkshire median annual salary £45,000 £45,000 £42,500
Median salary % change year-on-year - +5.88% -
10th Percentile £26,250 £28,000 £24,950
90th Percentile £70,000 £67,500 £63,500
England median annual salary £55,000 £55,000 £52,500
% change year-on-year - +4.76% +0.28%

AWS
Job Vacancy Trend in Yorkshire

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

Job vacancy trend for AWS in Yorkshire

AWS
Salary Trend in Yorkshire

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

Salary trend for AWS in Yorkshire

AWS
Salary Histogram in Yorkshire

The salary distribution of IT jobs citing AWS in Yorkshire over the 6 months to 18 January 2020.

Salary histogram for AWS in Yorkshire

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 AWS within the Yorkshire region over the 6 months to 18 January 2020. 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 +9 530 £52,500 - 115
South Yorkshire +2 87 £45,000 -14.29% 28
North Yorkshire -6 55 £45,000 -5.26% 21
East Yorkshire +20 13 £72,500 +70.59% 1
AWS
England

For the 6 months to 18 January 2020, IT jobs citing 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 AWS.

1 369 (53.63%) Azure
2 287 (41.72%) Agile Software Development
3 206 (29.94%) DevOps
4 188 (27.33%) Docker
5 167 (24.27%) JavaScript
5 167 (24.27%) Python
6 153 (22.24%) Java
7 151 (21.95%) Linux
8 143 (20.78%) SQL
9 141 (20.49%) Finance
10 140 (20.35%) C#
10 140 (20.35%) GCP
11 126 (18.31%) Windows
12 116 (16.86%) Microsoft
13 114 (16.57%) Kubernetes
14 104 (15.12%) .NET
14 104 (15.12%) SQL Server
14 104 (15.12%) Git (software)
15 103 (14.97%) Terraform
16 101 (14.68%) Web Services
17 98 (14.24%) Software Engineering
17 98 (14.24%) Microservices
18 88 (12.79%) Ansible
18 88 (12.79%) Google
18 88 (12.79%) Scrum
19 87 (12.65%) TDD
20 86 (12.50%) Node.js
21 83 (12.06%) Test Automation
22 78 (11.34%) MySQL
23 75 (10.90%) CSS

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 (4.80%) Apache Spark
2 26 (3.78%) Confluence
3 24 (3.49%) Elasticsearch
4 20 (2.91%) SharePoint
5 19 (2.76%) IIS
6 11 (1.60%) Apache
6 11 (1.60%) CMS
7 10 (1.45%) Skype for Business
8 9 (1.31%) nginx
8 9 (1.31%) OpenStack
9 7 (1.02%) Exchange Server 2010
9 7 (1.02%) MS Exchange
9 7 (1.02%) Tomcat
10 5 (0.73%) Exchange Server 2013
11 4 (0.58%) Jetty
12 3 (0.44%) EPiServer
12 3 (0.44%) Umbraco
12 3 (0.44%) WebSphere
13 2 (0.29%) Cloud Foundry
13 2 (0.29%) Mule
Applications
1 9 (1.31%) Microsoft Office
2 8 (1.16%) Microsoft Excel
2 8 (1.16%) MS Visio
3 4 (0.58%) Adobe Illustrator
4 3 (0.44%) Chatbot
5 1 (0.15%) InDesign
5 1 (0.15%) Photoshop
Business Applications
1 10 (1.45%) assyst
2 2 (0.29%) Dynamics CRM
2 2 (0.29%) NetSuite
2 2 (0.29%) Payment Gateway
2 2 (0.29%) SAP Hybris
3 1 (0.15%) Magento
3 1 (0.15%) Oracle Receivables
Cloud Services
1 369 (53.63%) Azure
2 140 (20.35%) GCP
3 50 (7.27%) SaaS
4 44 (6.40%) Serverless
5 36 (5.23%) Office 365
6 35 (5.09%) AWS CloudFormation
6 35 (5.09%) IaaS
7 24 (3.49%) GitHub
8 23 (3.34%) Amazon EC2
8 23 (3.34%) Amazon S3
8 23 (3.34%) Cloud Computing
8 23 (3.34%) PaaS
9 19 (2.76%) G Suite
10 18 (2.62%) AWS Lambda
11 14 (2.03%) Azure Active Directory
12 11 (1.60%) Amazon EMR
12 11 (1.60%) Power Platform
13 10 (1.45%) Trello
13 10 (1.45%) Virtual Private Cloud
14 9 (1.31%) Amazon ELB
Communications & Networking
1 48 (6.98%) Firewall
2 29 (4.22%) DNS
3 27 (3.92%) DHCP
4 10 (1.45%) Internet
4 10 (1.45%) TCP/IP
4 10 (1.45%) VoIP
5 9 (1.31%) RFID
5 9 (1.31%) SAN
5 9 (1.31%) Wi-Fi
6 8 (1.16%) NGN
7 7 (1.02%) VPN
8 6 (0.87%) AMQP
8 6 (0.87%) LAN
8 6 (0.87%) WAN
9 4 (0.58%) NAS
9 4 (0.58%) Network Security
10 2 (0.29%) CTI
10 2 (0.29%) HTTP
10 2 (0.29%) Intranet
10 2 (0.29%) SMTP
Database & Business Intelligence
1 104 (15.12%) SQL Server
2 78 (11.34%) MySQL
3 60 (8.72%) NoSQL
4 47 (6.83%) PostgreSQL
5 40 (5.81%) MongoDB
6 33 (4.80%) Big Data
6 33 (4.80%) Hadoop
7 32 (4.65%) Amazon RDS
8 29 (4.22%) Redis
9 24 (3.49%) Amazon DynamoDB
9 24 (3.49%) Data Warehouse
10 18 (2.62%) Relational Database
11 14 (2.03%) Apache Hive
12 13 (1.89%) Apache Cassandra
12 13 (1.89%) SQL Server Integration Services
13 11 (1.60%) DB2
13 11 (1.60%) Power BI
14 10 (1.45%) Amazon Redshift
15 9 (1.31%) Data Lake
15 9 (1.31%) Riak
Development Applications
1 104 (15.12%) Git (software)
2 73 (10.61%) Jenkins
3 64 (9.30%) JIRA
4 36 (5.23%) Maven
5 29 (4.22%) Selenium
6 25 (3.63%) Subversion
7 22 (3.20%) Cucumber
8 18 (2.62%) NUnit
9 16 (2.33%) Bitbucket
10 13 (1.89%) JUnit
11 12 (1.74%) Team Foundation Server
12 11 (1.60%) Visual Studio Team System
13 9 (1.31%) IntelliJ
13 9 (1.31%) Mercurial
14 8 (1.16%) Android Studio
14 8 (1.16%) Ant
14 8 (1.16%) Eclipse
14 8 (1.16%) GitLab
14 8 (1.16%) SonarQube
14 8 (1.16%) VSS/SourceSafe
General
1 141 (20.49%) Finance
2 29 (4.22%) Retail
3 21 (3.05%) Public Sector
4 20 (2.91%) Manufacturing
5 14 (2.03%) Marketing
6 8 (1.16%) Financial Institution
7 7 (1.02%) Banking
8 6 (0.87%) Automotive
8 6 (0.87%) Local Government
8 6 (0.87%) Online Betting
9 5 (0.73%) Advertising
9 5 (0.73%) Telecoms
10 4 (0.58%) Games
11 2 (0.29%) Legal
12 1 (0.15%) Retail Banking
Job Titles
1 241 (35.03%) Developer
2 104 (15.12%) Architect
3 84 (12.21%) DevOps Engineer
4 83 (12.06%) Senior Developer
5 53 (7.70%) Software Engineer
6 41 (5.96%) Java Developer
7 36 (5.23%) Cloud Engineer
8 35 (5.09%) .NET Developer
8 35 (5.09%) AWS Engineer
8 35 (5.09%) Software Developer
9 31 (4.51%) C# Developer
10 30 (4.36%) PHP Developer
11 29 (4.22%) Solutions Architect
12 27 (3.92%) AWS Developer
13 25 (3.63%) Technical Architect
14 24 (3.49%) Full Stack Developer
15 23 (3.34%) Infrastructure Engineer
16 22 (3.20%) Analyst
17 21 (3.05%) Consultant
17 21 (3.05%) Test Engineer
Libraries, Frameworks & Software Standards
1 104 (15.12%) .NET
2 101 (14.68%) Web Services
3 86 (12.50%) Node.js
4 75 (10.90%) CSS
5 70 (10.17%) HTML
6 62 (9.01%) AngularJS
6 62 (9.01%) React
7 47 (6.83%) .NET Core
8 45 (6.54%) ASP.NET
9 38 (5.52%) REST
9 38 (5.52%) Spring
10 36 (5.23%) Spring Boot
11 33 (4.80%) Vue.js
12 31 (4.51%) jQuery
13 29 (4.22%) ASP.NET MVC
14 28 (4.07%) JSON
14 28 (4.07%) RESTful
15 22 (3.20%) .NET Framework
15 22 (3.20%) LAMP
16 20 (2.91%) Kafka
Miscellaneous
1 59 (8.58%) Greenfield Project
2 43 (6.25%) Enterprise Software
3 42 (6.10%) Public Cloud
4 31 (4.51%) Analytical Skills
4 31 (4.51%) Data Centre
5 24 (3.49%) Cloud Native
6 22 (3.20%) Mobile App
7 21 (3.05%) Linux Command Line
8 17 (2.47%) Management Information System
9 16 (2.33%) User Experience
10 14 (2.03%) Self-Motivation
11 11 (1.60%) Video\Live Streaming
12 8 (1.16%) Mobile Computing
12 8 (1.16%) Private Cloud
13 7 (1.02%) Algorithms
13 7 (1.02%) Hybrid Cloud
14 5 (0.73%) Enterprise Cloud
15 4 (0.58%) Clustering
15 4 (0.58%) Internet of Things
15 4 (0.58%) Virtual Team
Operating Systems
1 151 (21.95%) Linux
2 126 (18.31%) Windows
3 46 (6.69%) Unix
3 46 (6.69%) Windows Server
4 27 (3.92%) Android
5 24 (3.49%) Windows Server 2012
6 18 (2.62%) Windows 8
7 15 (2.18%) Windows 10
7 15 (2.18%) Windows 7
8 14 (2.03%) Windows Server 2008
9 7 (1.02%) CentOS
9 7 (1.02%) Mac OS X
10 6 (0.87%) Apple iOS
10 6 (0.87%) Red Hat Enterprise Linux
11 2 (0.29%) Ubuntu
12 1 (0.15%) Debian
Processes & Methodologies
1 287 (41.72%) Agile Software Development
2 206 (29.94%) DevOps
3 98 (14.24%) Microservices
3 98 (14.24%) Software Engineering
4 88 (12.79%) Scrum
5 87 (12.65%) TDD
6 83 (12.06%) Test Automation
7 75 (10.90%) Configuration Management
8 64 (9.30%) MVC
9 63 (9.16%) Continuous Integration
10 56 (8.14%) Open Source
11 50 (7.27%) Problem-Solving
12 44 (6.40%) Mentoring
13 39 (5.67%) Coaching
14 37 (5.38%) BDD
14 37 (5.38%) Collaborative Working
14 37 (5.38%) ITIL
14 37 (5.38%) Web Development
15 35 (5.09%) Artificial Intelligence
16 34 (4.94%) Migration
Programming Languages
1 167 (24.27%) JavaScript
1 167 (24.27%) Python
2 153 (22.24%) Java
3 143 (20.78%) SQL
4 140 (20.35%) C#
5 61 (8.87%) PHP
6 58 (8.43%) Ruby
7 53 (7.70%) Bash Shell
8 38 (5.52%) PowerShell
9 22 (3.20%) Go
10 21 (3.05%) Java 8
10 21 (3.05%) Scala
11 17 (2.47%) C
12 16 (2.33%) Perl
13 15 (2.18%) TypeScript
14 14 (2.03%) Shell Script
15 13 (1.89%) T-SQL
16 11 (1.60%) Kotlin
17 10 (1.45%) PL/SQL
18 8 (1.16%) C++
Qualifications
1 26 (3.78%) Degree
2 25 (3.63%) AWS Certification
3 22 (3.20%) Microsoft Certification
4 21 (3.05%) MCSE
5 18 (2.62%) MCP
6 15 (2.18%) Security Cleared
7 14 (2.03%) SC Cleared
8 12 (1.74%) MCSA
9 10 (1.45%) Computer Science Degree
10 8 (1.16%) CESG Certified Professional
10 8 (1.16%) CISMP
10 8 (1.16%) CompTIA Security+
10 8 (1.16%) CRISC
10 8 (1.16%) RHCE
11 6 (0.87%) Postgraduate
12 5 (0.73%) Cisco Certification
12 5 (0.73%) Citrix Certification
12 5 (0.73%) TOGAF Certification
13 4 (0.58%) CCNA
13 4 (0.58%) Master's Degree
Quality Assurance & Compliance
1 17 (2.47%) QA
2 8 (1.16%) SLA
3 7 (1.02%) GDPR
4 4 (0.58%) COBIT
4 4 (0.58%) ISO/IEC 27001
4 4 (0.58%) PCI DSS
5 3 (0.44%) Actionable Recommendations
5 3 (0.44%) Data Quality
5 3 (0.44%) NIST
6 1 (0.15%) GLBA
6 1 (0.15%) HIPAA
6 1 (0.15%) Sarbanes-Oxley
System Software
1 188 (27.33%) Docker
2 67 (9.74%) Active Directory
3 42 (6.10%) VMware Infrastructure
4 40 (5.81%) Hyper-V
5 14 (2.03%) Virtual Machines
6 11 (1.60%) vSphere
6 11 (1.60%) XenApp
7 10 (1.45%) VMware ESXi
7 10 (1.45%) VMware NSX
8 6 (0.87%) HDFS
9 4 (0.58%) Citrix Hypervisor
9 4 (0.58%) KVM
10 2 (0.29%) Firmware
10 2 (0.29%) Postfix
10 2 (0.29%) Terminal Services
11 1 (0.15%) ProxySG
11 1 (0.15%) Squid
11 1 (0.15%) vCloud
11 1 (0.15%) XenDesktop
Systems Management
1 114 (16.57%) Kubernetes
2 103 (14.97%) Terraform
3 88 (12.79%) Ansible
4 63 (9.16%) Puppet
5 62 (9.01%) Opscode Chef
6 23 (3.34%) Prometheus
7 16 (2.33%) Rancher
8 12 (1.74%) SCCM
9 8 (1.16%) Mesos
10 7 (1.02%) Cobbler
11 6 (0.87%) Docker Swarm
11 6 (0.87%) Tivoli
12 4 (0.58%) Grafana
12 4 (0.58%) Nagios
12 4 (0.58%) Pingdom
12 4 (0.58%) ZABBIX
13 3 (0.44%) Graphite
13 3 (0.44%) Hadoop YARN
13 3 (0.44%) HAProxy
13 3 (0.44%) Packer
Vendors
1 116 (16.86%) Microsoft
2 88 (12.79%) Google
3 67 (9.74%) VMware
4 42 (6.10%) Oracle
5 30 (4.36%) Citrix
6 28 (4.07%) Cisco
7 24 (3.49%) Rackspace
8 13 (1.89%) Veeam
9 12 (1.74%) IBM
9 12 (1.74%) Symantec
9 12 (1.74%) Tableau
10 10 (1.45%) ServiceNow
11 8 (1.16%) Adobe
11 8 (1.16%) HP
11 8 (1.16%) Splunk
12 7 (1.02%) Atlassian
12 7 (1.02%) Avaya
13 6 (0.87%) EnterpriseDB
13 6 (0.87%) Xamarin
14 5 (0.73%) New Relic