Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to

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 25 May 2022 with a comparison to the same period in the previous 2 years.

Amazon Web Services (AWS)
England > Yorkshire
6 months to
25 May 2022		 Same period 2021 Same period 2020
Rank 9 7 13
Rank change year-on-year -2 +6 +12
Permanent jobs citing AWS 1,048 930 626
As % of all permanent jobs advertised in Yorkshire 14.51% 17.72% 13.48%
As % of the Cloud Services category 38.57% 40.74% 40.83%
Number of salaries quoted 741 818 561
10th Percentile £38,750 £36,600 £32,500
25th Percentile £46,250 £42,500 £42,500
Median annual salary (50th Percentile) £58,495 £55,000 £52,500
Median % change year-on-year +6.35% +4.76% -
75th Percentile £73,750 £67,500 £65,000
90th Percentile £85,000 £77,500 £73,750
England median annual salary £72,500 £67,500 £65,000
% change year-on-year +7.41% +3.85% -

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 2,717 2,283 1,533
As % of all permanent IT jobs advertised in Yorkshire 37.61% 43.49% 33.02%
Number of salaries quoted 1,936 1,974 1,335
10th Percentile £26,538 £29,075 £28,850
25th Percentile £37,500 £37,000 £36,250
Median annual salary (50th Percentile) £52,500 £47,500 £50,000
Median % change year-on-year +10.53% -5.00% +11.11%
75th Percentile £65,000 £64,000 £60,000
90th Percentile £85,000 £71,250 £70,000
England median annual salary £61,500 £60,000 £57,500
% change year-on-year +2.50% +4.35% +4.55%

AWS
Job Vacancy Trend in Yorkshire

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

Job vacancy trend for AWS in Yorkshire

AWS
Salary Trend in Yorkshire

3-month moving average salary quoted in jobs citing AWS in Yorkshire.

Salary trend for AWS in Yorkshire

AWS
Salary Histogram in Yorkshire

Salary distribution for jobs citing AWS in Yorkshire over the 6 months to 25 May 2022.

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 25 May 2022. 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
Jobs
West Yorkshire -5 730 £60,000 +9.09% 78
South Yorkshire +1 202 £55,000 - 15
North Yorkshire +10 99 £40,000 -21.95% 4
East Yorkshire -4 5 - - 2
AWS
England

For the 6 months to 25 May 2022, 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.

1 570 (54.39%) Azure
2 550 (52.48%) Agile
3 422 (40.27%) DevOps
4 421 (40.17%) Docker
5 372 (35.50%) Software Engineering
6 319 (30.44%) Python
7 316 (30.15%) JavaScript
8 305 (29.10%) Kubernetes
9 285 (27.19%) React
10 263 (25.10%) CI/CD
11 246 (23.47%) Java
12 217 (20.71%) Linux
13 215 (20.52%) Terraform
14 213 (20.32%) SQL
15 209 (19.94%) Social Skills
16 204 (19.47%) .NET
17 194 (18.51%) C#
18 180 (17.18%) GCP
19 172 (16.41%) Infrastructure as Code
20 171 (16.32%) Node.js
21 169 (16.13%) Go
22 168 (16.03%) AngularJS
23 158 (15.08%) Finance
24 153 (14.60%) Problem-Solving
25 152 (14.50%) Scrum
26 146 (13.93%) AWS CloudFormation
27 136 (12.98%) TDD
28 134 (12.79%) Microsoft
29 130 (12.40%) Git (software)
30 128 (12.21%) MySQL

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 32 (3.05%) Confluence
2 28 (2.67%) Umbraco
3 25 (2.39%) CMS
4 23 (2.19%) Apache
5 18 (1.72%) Cloud Foundry
6 17 (1.62%) Apache Spark
6 17 (1.62%) IIS
6 17 (1.62%) SharePoint
7 16 (1.53%) Apache Solr
7 16 (1.53%) WebSphere
8 15 (1.43%) JBoss
9 14 (1.34%) WebSphere Application Server
10 12 (1.15%) OpenStack
11 9 (0.86%) Drupal
12 6 (0.57%) Headless CMS
13 5 (0.48%) Elasticsearch
14 4 (0.38%) EPiServer
14 4 (0.38%) MS Exchange
14 4 (0.38%) Tomcat
14 4 (0.38%) WordPress
Applications
1 7 (0.67%) Microsoft Project
1 7 (0.67%) MS Visio
2 6 (0.57%) Adobe Creative Suite
3 3 (0.29%) Microsoft Office
4 2 (0.19%) Microsoft Excel
5 1 (0.095%) InVision
5 1 (0.095%) Photoshop
5 1 (0.095%) Sketch
5 1 (0.095%) Zeplin
Business Applications
1 11 (1.05%) Summit
2 7 (0.67%) Oracle ERP
2 7 (0.67%) Unit4 Business World
3 2 (0.19%) Sparx Enterprise Architect
4 1 (0.095%) Cloudability
4 1 (0.095%) SAP Business One
Cloud Services
1 570 (54.39%) Azure
2 180 (17.18%) GCP
3 146 (13.93%) AWS CloudFormation
4 125 (11.93%) SaaS
5 105 (10.02%) Serverless
6 88 (8.40%) AWS Lambda
7 67 (6.39%) GitHub
8 58 (5.53%) Amazon S3
9 53 (5.06%) Amazon ECS
10 51 (4.87%) Amazon EC2
11 49 (4.68%) Amazon CloudWatch
12 42 (4.01%) Microsoft 365
13 33 (3.15%) Amazon EKS
14 29 (2.77%) Amazon SQS
15 26 (2.48%) AWS Fargate
16 24 (2.29%) Pulumi
17 23 (2.19%) PaaS
18 21 (2.00%) GitHub Actions
18 21 (2.00%) IaaS
18 21 (2.00%) OpenShift
Communications & Networking
1 33 (3.15%) Firewall
2 23 (2.19%) DNS
3 18 (1.72%) Broadband
4 12 (1.15%) HTTP
5 11 (1.05%) SAN
5 11 (1.05%) VoIP
6 10 (0.95%) Cisco ASA
6 10 (0.95%) VPN
7 8 (0.76%) DHCP
7 8 (0.76%) WAN
7 8 (0.76%) Wi-Fi
7 8 (0.76%) Wireless
8 7 (0.67%) TCP/IP
9 6 (0.57%) SSL
10 5 (0.48%) DKIM
10 5 (0.48%) DMARC
10 5 (0.48%) IPv4
10 5 (0.48%) LAN
10 5 (0.48%) Network Security
10 5 (0.48%) Skype
Database & Business Intelligence
1 128 (12.21%) MySQL
2 100 (9.54%) PostgreSQL
3 89 (8.49%) SQL Server
4 67 (6.39%) NoSQL
5 60 (5.73%) Amazon RDS
6 51 (4.87%) Amazon DynamoDB
7 50 (4.77%) Big Data
8 39 (3.72%) Data Warehouse
9 32 (3.05%) Data Lake
10 31 (2.96%) Redis
11 30 (2.86%) Relational Database
12 20 (1.91%) MongoDB
13 18 (1.72%) Metadata
14 17 (1.62%) SQL Server Integration Services
15 14 (1.34%) RDBMS
16 13 (1.24%) Amazon Aurora
17 12 (1.15%) Hadoop
18 10 (0.95%) Amazon Redshift
18 10 (0.95%) Apache Accumulo
18 10 (0.95%) SQL Server Analysis Services
Development Applications
1 130 (12.40%) Git (software)
2 120 (11.45%) Jenkins
3 74 (7.06%) JIRA
4 26 (2.48%) Bitbucket
4 26 (2.48%) GitLab
4 26 (2.48%) Subversion
5 24 (2.29%) webpack
6 19 (1.81%) Postman
7 15 (1.43%) JMeter
8 11 (1.05%) SoapUI
8 11 (1.05%) Visual Studio
9 10 (0.95%) Maven
9 10 (0.95%) Selenium
9 10 (0.95%) TeamCity
9 10 (0.95%) Visual Studio Code
10 9 (0.86%) JUnit
10 9 (0.86%) SonarQube
11 8 (0.76%) Oracle APEX
12 7 (0.67%) MSBuild
13 6 (0.57%) Cucumber
General
1 209 (19.94%) Social Skills
2 158 (15.08%) Finance
3 95 (9.06%) Games
4 69 (6.58%) Public Sector
5 66 (6.30%) Analytical Skills
6 53 (5.06%) Inclusion and Diversity
7 25 (2.39%) Marketing
8 22 (2.10%) Organisational Skills
9 19 (1.81%) Retail
10 15 (1.43%) Law
10 15 (1.43%) Presentation Skills
11 14 (1.34%) Influencing Skills
12 12 (1.15%) Tech for Good
13 5 (0.48%) Automotive
13 5 (0.48%) Documentation Skills
13 5 (0.48%) Legal
13 5 (0.48%) Telecoms
14 3 (0.29%) Billing
15 2 (0.19%) Brand Awareness
15 2 (0.19%) Financial Institution
Job Titles
1 310 (29.58%) Developer
2 169 (16.13%) Software Engineer
3 166 (15.84%) DevOps Engineer
4 83 (7.92%) Senior Developer
5 67 (6.39%) Architect
5 67 (6.39%) C# Developer
6 49 (4.68%) JavaScript Engineer
7 47 (4.48%) AWS Engineer
8 44 (4.20%) Cloud Engineer
9 43 (4.10%) Java Developer
10 42 (4.01%) Azure Engineer
10 42 (4.01%) JavaScript Developer
11 39 (3.72%) Senior DevOps
12 38 (3.63%) PHP Developer
13 34 (3.24%) .NET Developer
13 34 (3.24%) AWS DevOps
13 34 (3.24%) Senior Software Engineer
14 32 (3.05%) AWS DevOps Engineer
15 31 (2.96%) Site Engineer
15 31 (2.96%) Site Reliability Engineer
Libraries, Frameworks & Software Standards
1 285 (27.19%) React
2 204 (19.47%) .NET
3 171 (16.32%) Node.js
4 168 (16.03%) AngularJS
5 122 (11.64%) Vue.js
6 118 (11.26%) CSS
7 98 (9.35%) HTML
8 89 (8.49%) .NET Core
9 73 (6.97%) Kafka
10 64 (6.11%) .NET Framework
11 61 (5.82%) GraphQL
12 59 (5.63%) Spring
13 58 (5.53%) RESTful
14 54 (5.15%) Sass
15 44 (4.20%) Spring Boot
16 43 (4.10%) REST
17 35 (3.34%) Web Services
18 33 (3.15%) Laravel
18 33 (3.15%) Unreal Engine
19 26 (2.48%) NHibernate
Miscellaneous
1 86 (8.21%) Mobile App
2 55 (5.25%) Greenfield Project
3 52 (4.96%) Public Cloud
4 42 (4.01%) User Experience
5 40 (3.82%) Cloud Native
6 33 (3.15%) Social Media
7 31 (2.96%) Data Protection Act
8 29 (2.77%) Cyber Defence
8 29 (2.77%) Cyberattack
9 24 (2.29%) Data Centre
9 24 (2.29%) Enterprise Cloud
10 18 (1.72%) IoT
10 18 (1.72%) Management Information System
10 18 (1.72%) Self-Motivation
11 16 (1.53%) Mobile Payment
12 14 (1.34%) Data Structures
13 12 (1.15%) Algorithms
13 12 (1.15%) NHS
14 10 (0.95%) Media Streaming
14 10 (0.95%) W3C
Operating Systems
1 217 (20.71%) Linux
2 116 (11.07%) Windows
3 60 (5.73%) Windows Server
4 31 (2.96%) Unix
5 19 (1.81%) Windows Server 2012
6 16 (1.53%) Android
6 16 (1.53%) Windows 10
7 14 (1.34%) Windows Server 2016
8 12 (1.15%) Mac OS
9 8 (0.76%) Windows Server 2008
10 6 (0.57%) Solaris
11 4 (0.38%) Apple iOS
11 4 (0.38%) Ubuntu
12 3 (0.29%) Red Hat Enterprise Linux
12 3 (0.29%) VMS
13 2 (0.19%) Amazon Linux
13 2 (0.19%) CentOS
13 2 (0.19%) Windows Server 2019
14 1 (0.095%) HPUX
Processes & Methodologies
1 550 (52.48%) Agile
2 422 (40.27%) DevOps
3 372 (35.50%) Software Engineering
4 263 (25.10%) CI/CD
5 172 (16.41%) Infrastructure as Code
6 153 (14.60%) Problem-Solving
7 152 (14.50%) Scrum
8 136 (12.98%) TDD
9 112 (10.69%) Mentoring
10 108 (10.31%) Continuous Integration
11 102 (9.73%) Configuration Management
12 92 (8.78%) Platform Engineering
13 86 (8.21%) Full Stack Development
13 86 (8.21%) Microservices
14 74 (7.06%) Unit Testing
15 73 (6.97%) Collaborative Working
16 72 (6.87%) Coaching
17 65 (6.20%) Continuous Delivery
18 61 (5.82%) Project Management
18 61 (5.82%) Test Automation
Programming Languages
1 319 (30.44%) Python
2 316 (30.15%) JavaScript
3 246 (23.47%) Java
4 213 (20.32%) SQL
5 194 (18.51%) C#
6 169 (16.13%) Go
7 122 (11.64%) Ruby
8 112 (10.69%) PHP
9 74 (7.06%) Scala
10 69 (6.58%) T-SQL
11 67 (6.39%) Kotlin
12 64 (6.11%) Bash
13 60 (5.73%) TypeScript
14 46 (4.39%) PowerShell
15 42 (4.01%) C++
16 40 (3.82%) ES6
17 38 (3.63%) Shell Script
18 14 (1.34%) Elm
19 12 (1.15%) R
20 11 (1.05%) C
Qualifications
1 57 (5.44%) Degree
2 52 (4.96%) Security Cleared
3 37 (3.53%) SC Cleared
4 32 (3.05%) AWS Certification
5 17 (1.62%) Computer Science Degree
6 10 (0.95%) Cisco Certification
6 10 (0.95%) VMware Certified Professional (VCP)
7 7 (0.67%) CCNA
8 5 (0.48%) CISSP
8 5 (0.48%) Microsoft Certification
9 4 (0.38%) CISM
9 4 (0.38%) ITIL Foundation Certificate
9 4 (0.38%) Master's Degree
10 3 (0.29%) CISA
10 3 (0.29%) ISTQB
10 3 (0.29%) ISTQB Foundation Certification
10 3 (0.29%) JNCIA
10 3 (0.29%) MCP
11 2 (0.19%) CTC Cleared
11 2 (0.19%) MCSE
Quality Assurance & Compliance
1 28 (2.67%) QA
2 23 (2.19%) Accessibility
2 23 (2.19%) ISO/IEC 27001
3 17 (1.62%) ISO 9001
4 16 (1.53%) SLA
5 14 (1.34%) WAI
6 12 (1.15%) PCI DSS
7 11 (1.05%) Data Quality
8 4 (0.38%) GDPR
8 4 (0.38%) WCAG
9 2 (0.19%) Cyber Essentials
9 2 (0.19%) Government Security Classifications
9 2 (0.19%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
9 2 (0.19%) ITGC
9 2 (0.19%) NCSC
9 2 (0.19%) NIST
9 2 (0.19%) Sarbanes-Oxley
System Software
1 421 (40.17%) Docker
2 48 (4.58%) VMware Infrastructure
3 41 (3.91%) Active Directory
4 21 (2.00%) Hyper-V
5 20 (1.91%) XenApp
6 17 (1.62%) vSphere
6 17 (1.62%) XenDesktop
7 11 (1.05%) VMware ESXi
8 3 (0.29%) Citrix Hypervisor
8 3 (0.29%) VMware NSX
9 2 (0.19%) EMC RecoverPoint
9 2 (0.19%) Virtual Desktop
10 1 (0.095%) Oracle RAC
10 1 (0.095%) Virtual Machines
Systems Management
1 305 (29.10%) Kubernetes
2 215 (20.52%) Terraform
3 94 (8.97%) Puppet
4 87 (8.30%) Ansible
5 74 (7.06%) Opscode Chef
6 25 (2.39%) Grafana
7 24 (2.29%) Cobbler
8 14 (1.34%) Prometheus
9 11 (1.05%) Graphite
10 10 (0.95%) Rancher
11 8 (0.76%) Microsoft Intune
11 8 (0.76%) Nagios
12 5 (0.48%) Consul
12 5 (0.48%) FreeIPA
12 5 (0.48%) Kibana
13 4 (0.38%) SCCM
13 4 (0.38%) SCOM
13 4 (0.38%) SCVMM
14 2 (0.19%) Norton AntiVirus
14 2 (0.19%) ZABBIX
Vendors
1 134 (12.79%) Microsoft
2 59 (5.63%) Google
3 54 (5.15%) VMware
4 48 (4.58%) SaltStack
5 45 (4.29%) IBM
6 41 (3.91%) SAP
7 32 (3.05%) Oracle
8 27 (2.58%) Citrix
9 21 (2.00%) New Relic
10 18 (1.72%) Cisco
10 18 (1.72%) Red Hat
11 16 (1.53%) Twitter
12 15 (1.43%) Dynatrace
13 14 (1.34%) Adobe
14 13 (1.24%) PagerDuty
15 12 (1.15%) Xamarin
16 11 (1.05%) Commvault
16 11 (1.05%) HP
16 11 (1.05%) Meraki
17 10 (0.95%) Veeam