Period
to 7 August 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 7 August 2020 with a comparison to the same period in the previous 2 years.

Amazon Web Services (AWS)
England > Yorkshire
6 months to
7 Aug 2020
Same period 2019 Same period 2018
Rank 9 26 24
Rank change year-on-year +17 -2 +38
Permanent jobs citing AWS 518 700 781
As % of all permanent jobs advertised in Yorkshire 15.09% 9.20% 8.35%
As % of the Cloud Services category 43.31% 34.55% 37.84%
Number of salaries quoted 558 669 748
Median annual salary £52,500 £50,000 £50,000
Median salary % change year-on-year +5.00% - +5.26%
10th Percentile £35,000 £33,000 £32,850
90th Percentile £72,500 £72,500 £77,500
England median annual salary £65,000 £65,000 £60,000
% change year-on-year - +8.33% -

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 1,196 2,026 2,064
As % of all permanent IT jobs advertised in Yorkshire 34.84% 26.62% 22.07%
Number of salaries quoted 1,053 1,688 1,741
Median annual salary £50,000 £45,000 £45,000
Median salary % change year-on-year +11.11% - +4.65%
10th Percentile £29,250 £26,500 £27,750
90th Percentile £68,750 £67,500 £70,000
England median annual salary £57,500 £55,000 £53,000
% change year-on-year +4.55% +3.77% +6.00%

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 7 August 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 7 August 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 +8 370 £52,500 +5.00% 66
South Yorkshire +9 73 £50,000 +11.11% 16
North Yorkshire +65 52 £47,500 -9.52% 6
East Yorkshire +12 1 - - 1
AWS
England

For the 6 months to 7 August 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.

1 223 (43.05%) Agile Software Development
2 212 (40.93%) DevOps
3 202 (39.00%) Azure
4 151 (29.15%) Python
5 145 (27.99%) Terraform
6 144 (27.80%) Docker
7 132 (25.48%) Java
7 132 (25.48%) JavaScript
8 112 (21.62%) Kubernetes
9 108 (20.85%) Linux
10 98 (18.92%) C#
11 91 (17.57%) SQL
11 91 (17.57%) Software Engineering
12 90 (17.37%) Puppet
13 87 (16.80%) Jenkins
14 86 (16.60%) Finance
15 85 (16.41%) Serverless
16 83 (16.02%) .NET
17 80 (15.44%) Node.js
17 80 (15.44%) Git (software)
18 73 (14.09%) Microservices
18 73 (14.09%) Opscode Chef
19 72 (13.90%) Continuous Integration
20 69 (13.32%) AngularJS
20 69 (13.32%) GCP
20 69 (13.32%) React
21 67 (12.93%) AWS Lambda
22 66 (12.74%) Scrum
23 61 (11.78%) TDD
24 60 (11.58%) AWS CloudFormation

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 16 (3.09%) SharePoint
2 15 (2.90%) Apache
3 14 (2.70%) Elasticsearch
4 12 (2.32%) IIS
5 8 (1.54%) Confluence
5 8 (1.54%) nginx
6 7 (1.35%) Skype for Business
7 6 (1.16%) MS Exchange
8 4 (0.77%) Apache Spark
9 3 (0.58%) Cloud Foundry
10 2 (0.39%) CMS
10 2 (0.39%) Red Hat Fuse
11 1 (0.19%) Exchange Server 2010
11 1 (0.19%) Oracle SOA Suite
11 1 (0.19%) SAS
11 1 (0.19%) Tomcat
Applications
1 2 (0.39%) Microsoft Office
Business Applications
1 5 (0.97%) Carpe Diem
1 5 (0.97%) Elite 3E
2 1 (0.19%) Dynamics CRM
2 1 (0.19%) NetSuite
2 1 (0.19%) Payment Gateway
2 1 (0.19%) Salesforce.com CRM
Cloud Services
1 202 (39.00%) Azure
2 85 (16.41%) Serverless
3 69 (13.32%) GCP
4 67 (12.93%) AWS Lambda
5 60 (11.58%) AWS CloudFormation
6 43 (8.30%) Amazon EC2
7 35 (6.76%) Amazon S3
8 29 (5.60%) SaaS
9 28 (5.41%) IaaS
10 24 (4.63%) Amazon SQS
11 22 (4.25%) Office 365
12 17 (3.28%) AWS Elastic Beanstalk
13 16 (3.09%) PaaS
14 15 (2.90%) Amazon CloudWatch
14 15 (2.90%) Amazon ECS
15 14 (2.70%) Route 53
16 12 (2.32%) Virtual Private Cloud
17 11 (2.12%) Amazon ELB
18 10 (1.93%) AWS Fargate
19 9 (1.74%) GitHub
Communications & Networking
1 19 (3.67%) Firewall
2 18 (3.47%) DNS
3 16 (3.09%) VPN
4 10 (1.93%) Network Security
5 9 (1.74%) DHCP
5 9 (1.74%) SAN
6 8 (1.54%) WAN
7 6 (1.16%) LAN
8 5 (0.97%) Broadband
8 5 (0.97%) Software-Defined Networking
9 4 (0.77%) BGP
9 4 (0.77%) HSRP
9 4 (0.77%) OSPF
9 4 (0.77%) TCP/IP
9 4 (0.77%) VLAN
10 3 (0.58%) IPv4
10 3 (0.58%) IPv6
10 3 (0.58%) RTP
10 3 (0.58%) SSL
10 3 (0.58%) Wireless
Database & Business Intelligence
1 51 (9.85%) MySQL
2 44 (8.49%) SQL Server
3 29 (5.60%) Amazon RDS
4 24 (4.63%) NoSQL
5 20 (3.86%) Amazon DynamoDB
5 20 (3.86%) Big Data
6 19 (3.67%) PostgreSQL
7 17 (3.28%) MongoDB
8 12 (2.32%) Relational Database
9 11 (2.12%) Redis
10 10 (1.93%) Data Lake
11 9 (1.74%) Data Warehouse
12 7 (1.35%) InterSystems Cache
13 6 (1.16%) Amazon Aurora
13 6 (1.16%) Power BI
13 6 (1.16%) Snowflake Schema
14 5 (0.97%) Hadoop
15 4 (0.77%) Oracle Database
16 3 (0.58%) Amazon Redshift
16 3 (0.58%) SQL Server 2012
Development Applications
1 87 (16.80%) Jenkins
2 80 (15.44%) Git (software)
3 27 (5.21%) Selenium
4 24 (4.63%) Octopus Deploy
5 19 (3.67%) TeamCity
6 16 (3.09%) JIRA
6 16 (3.09%) Subversion
7 13 (2.51%) Maven
7 13 (2.51%) Team Foundation Server
8 9 (1.74%) JUnit
8 9 (1.74%) Postman
9 7 (1.35%) GitLab
9 7 (1.35%) gulp
9 7 (1.35%) Mercurial
9 7 (1.35%) Mocha
9 7 (1.35%) WebDriver
10 6 (1.16%) Grunt
10 6 (1.16%) JMeter
10 6 (1.16%) Ranorex
11 5 (0.97%) Bitbucket
General
1 86 (16.60%) Finance
2 10 (1.93%) Retail
3 8 (1.54%) Games
4 7 (1.35%) Banking
5 4 (0.77%) Automotive
5 4 (0.77%) Law
5 4 (0.77%) Legal
5 4 (0.77%) Marketing
5 4 (0.77%) Public Sector
6 3 (0.58%) Publishing
7 2 (0.39%) Retail Banking
Job Titles
1 162 (31.27%) Developer
2 84 (16.22%) DevOps Engineer
3 74 (14.29%) AWS Engineer
4 46 (8.88%) Senior Developer
5 44 (8.49%) Software Engineer
6 43 (8.30%) AWS DevOps
7 41 (7.92%) AWS DevOps Engineer
8 35 (6.76%) Architect
9 33 (6.37%) Cloud Engineer
10 31 (5.98%) Analyst
11 29 (5.60%) JavaScript Developer
11 29 (5.60%) Platform Engineer
12 27 (5.21%) Java Developer
13 26 (5.02%) .NET Developer
13 26 (5.02%) Infrastructure Engineer
14 22 (4.25%) Lead Developer
15 21 (4.05%) AWS Architect
16 20 (3.86%) Lead DevOps
16 20 (3.86%) Technical Leader
17 19 (3.67%) Lead DevOps Engineer
Libraries, Frameworks & Software Standards
1 83 (16.02%) .NET
2 80 (15.44%) Node.js
3 69 (13.32%) AngularJS
3 69 (13.32%) React
4 42 (8.11%) .NET Core
5 41 (7.92%) Web Services
6 33 (6.37%) RabbitMQ
6 33 (6.37%) Vue.js
7 28 (5.41%) CSS
8 27 (5.21%) HTML
9 26 (5.02%) .NET Framework
9 26 (5.02%) ASP.NET
9 26 (5.02%) REST
9 26 (5.02%) Spring
10 24 (4.63%) Spring Boot
11 19 (3.67%) Kafka
12 18 (3.47%) Laravel
13 17 (3.28%) GraphQL
14 16 (3.09%) LAMP
14 16 (3.09%) Redux
Miscellaneous
1 48 (9.27%) Greenfield Project
2 18 (3.47%) Public Cloud
3 14 (2.70%) Cloud Native
4 13 (2.51%) Data Centre
5 10 (1.93%) Analytical Skills
6 9 (1.74%) Enterprise Software
6 9 (1.74%) Virtual Team
7 7 (1.35%) Algorithms
7 7 (1.35%) Data Structures
7 7 (1.35%) Mobile App
7 7 (1.35%) User Experience
8 5 (0.97%) Management Information System
9 4 (0.77%) Analytical Mindset
9 4 (0.77%) Linux Command Line
9 4 (0.77%) NHS
10 3 (0.58%) Mainframe
10 3 (0.58%) Over-the-Top Content
11 2 (0.39%) Replication
11 2 (0.39%) Self-Motivation
11 2 (0.39%) Video Conferencing
Operating Systems
1 108 (20.85%) Linux
2 58 (11.20%) Windows
3 37 (7.14%) Windows Server
4 14 (2.70%) Unix
5 11 (2.12%) Android
6 10 (1.93%) Red Hat Enterprise Linux
7 6 (1.16%) CentOS
8 5 (0.97%) Apple iOS
8 5 (0.97%) Ubuntu
9 4 (0.77%) Windows Server 2012
10 3 (0.58%) Windows Server 2019
11 2 (0.39%) Kali Linux
11 2 (0.39%) Windows Server 2016
12 1 (0.19%) Debian
12 1 (0.19%) Windows 10
12 1 (0.19%) Windows Server 2008
Processes & Methodologies
1 223 (43.05%) Agile Software Development
2 212 (40.93%) DevOps
3 91 (17.57%) Software Engineering
4 73 (14.09%) Microservices
5 72 (13.90%) Continuous Integration
6 66 (12.74%) Scrum
7 61 (11.78%) TDD
8 52 (10.04%) Deployment Automation
9 50 (9.65%) Configuration Management
10 48 (9.27%) MVC
11 43 (8.30%) Mentoring
11 43 (8.30%) Test Automation
12 40 (7.72%) Migration
13 35 (6.76%) Infrastructure Engineering
14 28 (5.41%) BDD
14 28 (5.41%) Problem-Solving
15 24 (4.63%) Web Development
16 23 (4.44%) ITIL
16 23 (4.44%) Open Source
17 21 (4.05%) Front End Development
Programming Languages
1 151 (29.15%) Python
2 132 (25.48%) Java
2 132 (25.48%) JavaScript
3 98 (18.92%) C#
4 91 (17.57%) SQL
5 56 (10.81%) Bash Shell
6 52 (10.04%) PHP
7 37 (7.14%) TypeScript
8 31 (5.98%) Ruby
9 30 (5.79%) Kotlin
10 28 (5.41%) Go
11 22 (4.25%) Scala
12 14 (2.70%) PowerShell
13 13 (2.51%) Shell Script
14 11 (2.12%) T-SQL
15 10 (1.93%) C
15 10 (1.93%) Java 8
16 9 (1.74%) Perl
17 6 (1.16%) Groovy
18 5 (0.97%) R
Qualifications
1 21 (4.05%) Security Cleared
2 19 (3.67%) Degree
3 18 (3.47%) SC Cleared
4 12 (2.32%) MCSE
4 12 (2.32%) Microsoft Certification
5 10 (1.93%) Cisco Certification
6 9 (1.74%) AWS Certification
7 7 (1.35%) (ISC)2 CCSP
7 7 (1.35%) MCP
8 5 (0.97%) CEH
8 5 (0.97%) DV Cleared
8 5 (0.97%) MCSA
8 5 (0.97%) VMware Certified Professional (VCP)
9 4 (0.77%) CCSP
9 4 (0.77%) CISSP
9 4 (0.77%) DBS Check
9 4 (0.77%) Numerate Degree
10 3 (0.58%) CCNP
10 3 (0.58%) GIAC
10 3 (0.58%) SANS
Quality Assurance & Compliance
1 19 (3.67%) QA
2 17 (3.28%) SLA
3 12 (2.32%) ISO/IEC 27001
4 3 (0.58%) ISO 9001
5 2 (0.39%) Data Quality
5 2 (0.39%) PA-DSS
5 2 (0.39%) PCI DSS
6 1 (0.19%) Government Security Classifications
6 1 (0.19%) NCSC
System Software
1 144 (27.80%) Docker
2 25 (4.83%) VMware Infrastructure
3 21 (4.05%) Active Directory
4 14 (2.70%) Hyper-V
5 7 (1.35%) vSphere
6 5 (0.97%) Virtual Desktop
7 4 (0.77%) Gluster
7 4 (0.77%) GlusterFS
8 3 (0.58%) Virtual Servers
9 2 (0.39%) VMware NSX
9 2 (0.39%) XenApp
9 2 (0.39%) XenDesktop
10 1 (0.19%) Citrix Hypervisor
10 1 (0.19%) VMware ESXi
Systems Management
1 145 (27.99%) Terraform
2 112 (21.62%) Kubernetes
3 90 (17.37%) Puppet
4 73 (14.09%) Opscode Chef
5 59 (11.39%) Ansible
6 15 (2.90%) Grafana
7 9 (1.74%) Rancher
8 6 (1.16%) Cobbler
8 6 (1.16%) Packer
8 6 (1.16%) Tivoli
9 4 (0.77%) Backup Exec
9 4 (0.77%) Prometheus
10 3 (0.58%) Kibana
11 2 (0.39%) FortiGate
11 2 (0.39%) HP Fortify
11 2 (0.39%) Istio
11 2 (0.39%) linkerd
11 2 (0.39%) Mesos
11 2 (0.39%) Nessus
11 2 (0.39%) WebInspect
Vendors
1 59 (11.39%) Microsoft
2 40 (7.72%) VMware
3 32 (6.18%) Google
4 22 (4.25%) Splunk
5 13 (2.51%) Cisco
6 12 (2.32%) Oracle
7 9 (1.74%) Dell
8 8 (1.54%) Xamarin
9 7 (1.35%) Apple
9 7 (1.35%) Citrix
9 7 (1.35%) Hitachi
9 7 (1.35%) Rackspace
10 6 (1.16%) EnterpriseDB
10 6 (1.16%) HP
10 6 (1.16%) Juniper
11 5 (0.97%) Aruba
11 5 (0.97%) Fortinet
11 5 (0.97%) iManage
11 5 (0.97%) Intapp
12 4 (0.77%) Palo Alto