Period
to 30 October 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 30 October 2020 with a comparison to the same period in the previous 2 years.

Amazon Web Services (AWS)
England > Yorkshire
6 months to
30 Oct 2020
Same period 2019 Same period 2018
Rank 7 15 21
Rank change year-on-year +8 +6 +39
Permanent jobs citing AWS 469 705 752
As % of all permanent jobs advertised in Yorkshire 16.36% 10.18% 8.89%
As % of the Cloud Services category 39.98% 36.53% 36.67%
Number of salaries quoted 537 669 722
Median annual salary £54,500 £50,000 £50,000
Median salary % change year-on-year +9.00% - +5.26%
10th Percentile £37,500 £33,750 £32,500
90th Percentile £70,000 £72,500 £77,500
England median annual salary £65,000 £65,000 £62,500
% 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 1,173 1,930 2,051
As % of all permanent IT jobs advertised in Yorkshire 40.91% 27.86% 24.25%
Number of salaries quoted 1,049 1,613 1,702
Median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - +5.88%
10th Percentile £31,250 £26,250 £27,750
90th Percentile £67,500 £67,500 £68,975
England median annual salary £60,000 £55,000 £55,000
% change year-on-year +9.09% - +4.76%

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 30 October 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 30 October 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 +9 299 £55,000 +10.00% 98
South Yorkshire +7 90 £52,500 +16.67% 22
North Yorkshire +70 58 £45,000 -2.70% 8
East Yorkshire -2 1 £47,500 -13.64% 7
AWS
England

For the 6 months to 30 October 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.

1 183 (39.02%) Agile Software Development
2 180 (38.38%) DevOps
3 164 (34.97%) Python
4 153 (32.62%) Azure
5 148 (31.56%) Docker
6 145 (30.92%) Terraform
7 139 (29.64%) JavaScript
8 122 (26.01%) Kubernetes
9 120 (25.59%) Java
9 120 (25.59%) Linux
10 101 (21.54%) C#
11 92 (19.62%) SQL
12 90 (19.19%) Puppet
13 86 (18.34%) Software Engineering
14 78 (16.63%) AWS CloudFormation
15 77 (16.42%) Git (software)
16 75 (15.99%) Jenkins
17 73 (15.57%) Serverless
18 69 (14.71%) Node.js
19 68 (14.50%) Opscode Chef
19 68 (14.50%) GCP
20 58 (12.37%) .NET
21 56 (11.94%) Migration
21 56 (11.94%) Deployment Automation
22 54 (11.51%) Vue.js
22 54 (11.51%) Continuous Integration
23 53 (11.30%) AWS Lambda
24 52 (11.09%) Greenfield Project
24 52 (11.09%) Finance
25 50 (10.66%) NoSQL

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 17 (3.62%) Elasticsearch
2 7 (1.49%) Confluence
2 7 (1.49%) nginx
3 4 (0.85%) Apache
3 4 (0.85%) Apache Spark
3 4 (0.85%) MS Exchange
4 3 (0.64%) Cloud Foundry
5 2 (0.43%) CMS
5 2 (0.43%) DNN
5 2 (0.43%) SharePoint
6 1 (0.21%) Headless CMS
6 1 (0.21%) IIS
6 1 (0.21%) Oracle SOA Suite
6 1 (0.21%) SAS
6 1 (0.21%) Umbraco
Applications
1 1 (0.21%) Microsoft Office
Cloud Services
1 153 (32.62%) Azure
2 78 (16.63%) AWS CloudFormation
3 73 (15.57%) Serverless
4 68 (14.50%) GCP
5 53 (11.30%) AWS Lambda
6 33 (7.04%) SaaS
7 31 (6.61%) Amazon EC2
8 28 (5.97%) Amazon S3
9 22 (4.69%) Amazon SQS
10 20 (4.26%) Amazon EKS
11 16 (3.41%) Amazon CloudWatch
12 15 (3.20%) Office 365
13 12 (2.56%) GitHub
14 11 (2.35%) Amazon ELB
14 11 (2.35%) AWS Elastic Beanstalk
14 11 (2.35%) IaaS
14 11 (2.35%) PaaS
15 10 (2.13%) Route 53
15 10 (2.13%) Virtual Private Cloud
16 9 (1.92%) Cloud Computing
Communications & Networking
1 14 (2.99%) Firewall
2 12 (2.56%) DNS
3 11 (2.35%) VPN
3 11 (2.35%) WAN
4 10 (2.13%) LAN
5 7 (1.49%) Broadband
6 4 (0.85%) Network Security
6 4 (0.85%) RTP
6 4 (0.85%) SAN
7 3 (0.64%) DHCP
7 3 (0.64%) Wireless
8 2 (0.43%) Software-Defined Networking
8 2 (0.43%) TCP/IP
8 2 (0.43%) Wi-Fi
9 1 (0.21%) Internet
9 1 (0.21%) MPLS
9 1 (0.21%) SSL
9 1 (0.21%) VoIP
9 1 (0.21%) WLAN
Database & Business Intelligence
1 50 (10.66%) NoSQL
2 47 (10.02%) Big Data
3 39 (8.32%) MySQL
4 33 (7.04%) MongoDB
5 21 (4.48%) Redis
6 20 (4.26%) SQL Server
7 18 (3.84%) PostgreSQL
8 13 (2.77%) Amazon DynamoDB
9 11 (2.35%) InterSystems Cache
10 10 (2.13%) Amazon RDS
10 10 (2.13%) Data Warehouse
11 8 (1.71%) Relational Database
12 6 (1.28%) Amazon Redshift
12 6 (1.28%) Power BI
13 5 (1.07%) Cosmos DB
13 5 (1.07%) Hadoop
13 5 (1.07%) SQL Server Integration Services
14 4 (0.85%) Oracle Database
15 3 (0.64%) Apache Cassandra
15 3 (0.64%) SQL Server Analysis Services
Development Applications
1 77 (16.42%) Git (software)
2 75 (15.99%) Jenkins
3 29 (6.18%) Selenium
4 26 (5.54%) TeamCity
5 18 (3.84%) Octopus Deploy
6 17 (3.62%) JIRA
7 15 (3.20%) PHPUnit
8 14 (2.99%) Vagrant
9 13 (2.77%) Maven
10 11 (2.35%) Bitbucket
11 8 (1.71%) Subversion
12 6 (1.28%) GitLab
12 6 (1.28%) JUnit
12 6 (1.28%) WebDriver
13 5 (1.07%) GoCD
13 5 (1.07%) Postman
14 3 (0.64%) Appium
14 3 (0.64%) Babel
14 3 (0.64%) Team Foundation Server
15 2 (0.43%) TestNG
General
1 52 (11.09%) Finance
2 14 (2.99%) Games
3 10 (2.13%) Public Sector
4 7 (1.49%) Marketing
4 7 (1.49%) Retail
5 4 (0.85%) Banking
6 3 (0.64%) Legal
7 2 (0.43%) Publishing
8 1 (0.21%) Automotive
8 1 (0.21%) Digital Economy
8 1 (0.21%) Manufacturing
Job Titles
1 132 (28.14%) Developer
2 99 (21.11%) DevOps Engineer
3 82 (17.48%) AWS Engineer
4 72 (15.35%) AWS DevOps
5 70 (14.93%) AWS DevOps Engineer
6 64 (13.65%) Software Engineer
7 52 (11.09%) Senior Developer
8 30 (6.40%) PHP Developer
9 27 (5.76%) Architect
10 26 (5.54%) Analyst
11 18 (3.84%) Cloud Engineer
11 18 (3.84%) Lead DevOps
11 18 (3.84%) Lead DevOps Engineer
12 17 (3.62%) Infrastructure Engineer
13 16 (3.41%) JavaScript Developer
14 15 (3.20%) .NET Developer
15 14 (2.99%) AWS Architect
15 14 (2.99%) Java Developer
15 14 (2.99%) Support Analyst
16 13 (2.77%) C# Developer
Libraries, Frameworks & Software Standards
1 69 (14.71%) Node.js
2 58 (12.37%) .NET
3 54 (11.51%) Vue.js
4 44 (9.38%) React
5 37 (7.89%) AngularJS
6 36 (7.68%) Laravel
7 35 (7.46%) RabbitMQ
7 35 (7.46%) Web Services
8 25 (5.33%) HTML
9 23 (4.90%) .NET Core
9 23 (4.90%) CSS
10 21 (4.48%) .NET Framework
11 18 (3.84%) Elastic Stack
11 18 (3.84%) REST
11 18 (3.84%) Spring
11 18 (3.84%) Spring Boot
12 16 (3.41%) Kafka
13 15 (3.20%) RESTful
14 13 (2.77%) Micronaut
14 13 (2.77%) Twitter Bootstrap
Miscellaneous
1 52 (11.09%) Greenfield Project
2 17 (3.62%) Enterprise Cloud
3 13 (2.77%) Data Centre
4 12 (2.56%) Analytical Skills
4 12 (2.56%) Cloud Native
4 12 (2.56%) Public Cloud
5 11 (2.35%) Mobile App
6 9 (1.92%) Enterprise Software
7 8 (1.71%) Virtual Team
8 7 (1.49%) Xbox
9 4 (0.85%) Mainframe
9 4 (0.85%) NHS
9 4 (0.85%) Self-Motivation
10 3 (0.64%) Analytical Mindset
10 3 (0.64%) Augmented Reality
10 3 (0.64%) Management Information System
10 3 (0.64%) Video Conferencing
11 2 (0.43%) Clustering
11 2 (0.43%) Hybrid Cloud
11 2 (0.43%) Replication
Operating Systems
1 120 (25.59%) Linux
2 36 (7.68%) Windows
3 20 (4.26%) Windows Server
4 9 (1.92%) Unix
5 7 (1.49%) Red Hat Enterprise Linux
6 4 (0.85%) Ubuntu
7 3 (0.64%) AIX
7 3 (0.64%) Android
7 3 (0.64%) Apple iOS
8 2 (0.43%) Solaris
8 2 (0.43%) SUSE
9 1 (0.21%) CentOS
9 1 (0.21%) Windows Server 2008
9 1 (0.21%) Windows Server 2019
Processes & Methodologies
1 183 (39.02%) Agile Software Development
2 180 (38.38%) DevOps
3 86 (18.34%) Software Engineering
4 56 (11.94%) Deployment Automation
4 56 (11.94%) Migration
5 54 (11.51%) Continuous Integration
6 49 (10.45%) Microservices
7 48 (10.23%) Scrum
8 44 (9.38%) Mentoring
9 43 (9.17%) Configuration Management
10 40 (8.53%) Infrastructure as Code
11 36 (7.68%) Problem-Solving
12 34 (7.25%) Mathematics
13 33 (7.04%) MVC
14 31 (6.61%) TDD
15 27 (5.76%) Test Automation
16 24 (5.12%) Infrastructure Engineering
17 23 (4.90%) Web Development
18 21 (4.48%) Unit Testing
19 20 (4.26%) OOP
Programming Languages
1 164 (34.97%) Python
2 139 (29.64%) JavaScript
3 120 (25.59%) Java
4 101 (21.54%) C#
5 92 (19.62%) SQL
6 44 (9.38%) PHP
7 42 (8.96%) Ruby
8 38 (8.10%) Go
9 31 (6.61%) Bash Shell
10 26 (5.54%) TypeScript
11 25 (5.33%) Kotlin
12 16 (3.41%) Scala
13 12 (2.56%) Java 8
14 8 (1.71%) C++
14 8 (1.71%) PowerShell
15 7 (1.49%) R
16 6 (1.28%) Shell Script
17 5 (1.07%) Groovy
17 5 (1.07%) T-SQL
18 4 (0.85%) C
Qualifications
1 49 (10.45%) Degree
2 34 (7.25%) Numerate Degree
3 26 (5.54%) Security Cleared
4 22 (4.69%) SC Cleared
5 14 (2.99%) AWS Certification
6 6 (1.28%) Cisco Certification
7 5 (1.07%) (ISC)2 CCSP
8 4 (0.85%) DV Cleared
9 3 (0.64%) CCSP
9 3 (0.64%) CISM
9 3 (0.64%) CISSP
10 2 (0.43%) MCSA
10 2 (0.43%) Microsoft Certification
10 2 (0.43%) PhD
10 2 (0.43%) Sun Certification
10 2 (0.43%) TOGAF Certification
10 2 (0.43%) VMware Certified Professional (VCP)
11 1 (0.21%) CISA
11 1 (0.21%) DBS Check
11 1 (0.21%) PMP
Quality Assurance & Compliance
1 20 (4.26%) SLA
2 12 (2.56%) QA
3 9 (1.92%) ISO/IEC 27001
4 4 (0.85%) ISO 9001
5 2 (0.43%) Data Quality
6 1 (0.21%) GDPR
6 1 (0.21%) NIST
6 1 (0.21%) PA-DSS
6 1 (0.21%) PCI DSS
System Software
1 148 (31.56%) Docker
2 19 (4.05%) VMware Infrastructure
3 14 (2.99%) Active Directory
4 8 (1.71%) Hyper-V
5 4 (0.85%) Gluster
5 4 (0.85%) GlusterFS
5 4 (0.85%) Virtual Servers
5 4 (0.85%) vSphere
6 2 (0.43%) NFS
6 2 (0.43%) VMware NSX
7 1 (0.21%) VMware ESXi
Systems Management
1 145 (30.92%) Terraform
2 122 (26.01%) Kubernetes
3 90 (19.19%) Puppet
4 68 (14.50%) Opscode Chef
5 42 (8.96%) Ansible
6 16 (3.41%) Grafana
7 6 (1.28%) Packer
8 2 (0.43%) Marathon
8 2 (0.43%) Mesos
8 2 (0.43%) Nagios
8 2 (0.43%) Prometheus
8 2 (0.43%) Rancher
8 2 (0.43%) SCCM
9 1 (0.21%) Backup Exec
9 1 (0.21%) Istio
9 1 (0.21%) linkerd
9 1 (0.21%) Microsoft Intune
9 1 (0.21%) Rundeck
9 1 (0.21%) SCOM
9 1 (0.21%) WebInspect
Vendors
1 42 (8.96%) Microsoft
2 26 (5.54%) Google
3 25 (5.33%) VMware
4 22 (4.69%) Splunk
5 17 (3.62%) SaltStack
6 9 (1.92%) Apple
7 7 (1.49%) Hitachi
7 7 (1.49%) Oracle
8 6 (1.28%) Cisco
9 5 (1.07%) Atlassian
9 5 (1.07%) Red Hat
10 4 (0.85%) Dynatrace
10 4 (0.85%) HP
10 4 (0.85%) NetApp
11 3 (0.64%) Citrix
11 3 (0.64%) Dell
11 3 (0.64%) New Relic
11 3 (0.64%) ServiceNow
12 2 (0.43%) F5
12 2 (0.43%) SOTI