Period
to 19 February 2018

The following table provides summary statistics for permanent job vacancies advertised in Leeds 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 19 February 2018 with a comparison to the same period in the previous 2 years.

Amazon Web Services (AWS)
6 months to
19 Feb 2018
Same period 2017 Same period 2016
Rank 40 102 167
Rank change year-on-year +62 +65 +68
Permanent jobs citing Amazon AWS 273 139 106
As % of all permanent IT jobs advertised in Leeds 5.52% 2.64% 1.55%
As % of the Cloud Services category 37.35% 24.22% 17.70%
Number of salaries quoted 251 127 100
Leeds median annual salary £52,500 £57,500 £48,750
Median salary % change year-on-year -8.70% +17.95% -2.50%
10th Percentile £33,750 £34,000 £32,500
90th Percentile £72,500 £72,500 £72,500
West Yorkshire median annual salary £50,500 £57,500 £47,500
% change year-on-year -12.17% +21.05% +18.75%

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 Leeds with a requirement for cloud computing skills.

All Cloud Skills
Leeds
Permanent vacancies with a requirement for cloud computing skills 731 574 599
As % of all permanent IT jobs advertised in Leeds 14.79% 10.92% 8.74%
Number of salaries quoted 621 490 497
Leeds median annual salary £45,000 £45,500 £45,000
Median salary % change year-on-year -1.10% +1.11% -5.26%
10th Percentile £30,000 £25,000 £27,500
90th Percentile £70,000 £66,375 £65,000
West Yorkshire median annual salary £45,000 £45,000 £45,000

Amazon AWS
Job Vacancy Trend in Leeds

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

Job vacancy trend for Amazon AWS in Leeds

Amazon AWS
Salary Trend in Leeds

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

Salary trend for Amazon AWS in Leeds

Amazon AWS
Salary Histogram in Leeds

The salary distribution of IT jobs citing Amazon AWS in Leeds over the 6 months to 19 February 2018.

Salary histogram for Amazon AWS in Leeds

For the 6 months to 19 February 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 Leeds region with a requirement for Amazon AWS.

1 160 (58.61%) DevOps
2 134 (49.08%) Linux
3 104 (38.10%) Microsoft Azure
4 99 (36.26%) Opscode Chef
5 98 (35.90%) Agile Software Development
6 89 (32.60%) Jenkins
7 85 (31.14%) Python
8 82 (30.04%) Ruby
9 78 (28.57%) Puppet
10 75 (27.47%) Ansible
11 70 (25.64%) Continuous Integration
12 69 (25.27%) Configuration Management
12 69 (25.27%) Git (software)
13 66 (24.18%) Docker
14 65 (23.81%) Java
15 53 (19.41%) Web Services
16 48 (17.58%) VMware
17 45 (16.48%) Terraform
17 45 (16.48%) Windows
17 45 (16.48%) SQL
18 44 (16.12%) Bash Shell
19 43 (15.75%) Test Automation
19 43 (15.75%) Google
20 42 (15.38%) Packer
21 37 (13.55%) TDD
22 36 (13.19%) Software Engineering
22 36 (13.19%) Finance
22 36 (13.19%) JavaScript
22 36 (13.19%) Microsoft
23 35 (12.82%) C#

Amazon AWS
Co-occurring IT Skills in Leeds 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 11 (4.03%) OpenStack
2 9 (3.30%) Elasticsearch
2 9 (3.30%) SharePoint
3 7 (2.56%) CloudStack
4 5 (1.83%) IIS
5 4 (1.47%) Apache Spark
6 3 (1.10%) Apache
6 3 (1.10%) JBoss
6 3 (1.10%) WebLogic
6 3 (1.10%) WebSphere
7 2 (0.73%) Apache Solr
7 2 (0.73%) Confluence
7 2 (0.73%) MS Exchange
7 2 (0.73%) nginx
8 1 (0.37%) CMS
8 1 (0.37%) EPiServer
8 1 (0.37%) Skype for Business
8 1 (0.37%) Tomcat
8 1 (0.37%) Umbraco
Applications
1 2 (0.73%) Microsoft Office
Business Applications
1 1 (0.37%) Dynamics AX
Cloud Services
1 104 (38.10%) Microsoft Azure
2 29 (10.62%) PaaS
3 27 (9.89%) IaaS
4 25 (9.16%) Google Cloud Platform
5 17 (6.23%) Amazon EC2
6 16 (5.86%) AWS CloudFormation
7 13 (4.76%) SaaS
8 12 (4.40%) Office 365
9 8 (2.93%) AWS Elastic Beanstalk
10 7 (2.56%) GitHub
11 6 (2.20%) Amazon S3
12 5 (1.83%) Cloud Computing
13 2 (0.73%) Amazon CloudWatch
13 2 (0.73%) Amazon SQS
13 2 (0.73%) Azure Active Directory
13 2 (0.73%) Loggly
13 2 (0.73%) npm
13 2 (0.73%) Sumo Logic
14 1 (0.37%) Dynamics 365
14 1 (0.37%) Serverless
Communications & Networking
1 20 (7.33%) Firewall
2 11 (4.03%) Network Security
2 11 (4.03%) VPN
3 10 (3.66%) SAN
3 10 (3.66%) TCP/IP
4 7 (2.56%) DNS
5 3 (1.10%) LAN
5 3 (1.10%) NAS
5 3 (1.10%) WAN
6 2 (0.73%) DHCP
6 2 (0.73%) HTTP
6 2 (0.73%) Internet
6 2 (0.73%) Reverse Proxy
6 2 (0.73%) SSL
6 2 (0.73%) VoIP
6 2 (0.73%) Wireless
7 1 (0.37%) AMQP
7 1 (0.37%) Wi-Fi
Database & Business Intelligence
1 26 (9.52%) SQL Server
2 25 (9.16%) MySQL
3 20 (7.33%) Big Data
4 18 (6.59%) NoSQL
5 9 (3.30%) PostgreSQL
6 8 (2.93%) Hadoop
6 8 (2.93%) SQL Server Integration Services
6 8 (2.93%) SQL Server Reporting Services
7 7 (2.56%) MongoDB
8 6 (2.20%) Apache Cassandra
9 5 (1.83%) Riak
10 4 (1.47%) Data Lake
10 4 (1.47%) Relational Database
11 3 (1.10%) Amazon RDS
11 3 (1.10%) Redis
11 3 (1.10%) SQL Server 2012
11 3 (1.10%) SQL Server Analysis Services
12 2 (0.73%) Apache Hive
12 2 (0.73%) Blockchain
12 2 (0.73%) HBase
Development Applications
1 89 (32.60%) Jenkins
2 69 (25.27%) Git (software)
3 24 (8.79%) TeamCity
4 23 (8.42%) Vagrant
5 20 (7.33%) Subversion
6 19 (6.96%) JIRA
7 18 (6.59%) Octopus Deploy
8 17 (6.23%) Atlassian Bamboo
9 13 (4.76%) Team Foundation Server
10 12 (4.40%) Maven
11 11 (4.03%) Mercurial
12 10 (3.66%) Gradle
13 9 (3.30%) MSBuild
13 9 (3.30%) Visual Studio Team System
14 5 (1.83%) Bitbucket
14 5 (1.83%) Hudson
15 3 (1.10%) ClearCase
15 3 (1.10%) ClearQuest
16 2 (0.73%) Jasmine
16 2 (0.73%) PHPUnit
General
1 36 (13.19%) Finance
2 16 (5.86%) Retail
3 9 (3.30%) Local Government
3 9 (3.30%) Manufacturing
4 8 (2.93%) Games
5 3 (1.10%) Law
5 3 (1.10%) Marketing
6 2 (0.73%) Advertising
6 2 (0.73%) Pharmaceutical
7 1 (0.37%) Banking
7 1 (0.37%) Telecoms
Job Titles
1 98 (35.90%) DevOps Engineer
2 47 (17.22%) AWS Engineer
3 40 (14.65%) Architect
4 34 (12.45%) AWS DevOps
5 30 (10.99%) Developer
6 26 (9.52%) AWS DevOps Engineer
7 24 (8.79%) Linux Engineer
8 23 (8.42%) Linux/Unix DevOps
9 21 (7.69%) Cloud Architect
10 19 (6.96%) Consultant
10 19 (6.96%) Systems Engineer
11 16 (5.86%) AWS Architect
11 16 (5.86%) AWS Consultant
11 16 (5.86%) Linux DevOps Engineer
12 15 (5.49%) Cloud Consultant
12 15 (5.49%) Platform Engineer
13 14 (5.13%) Automation Engineer
13 14 (5.13%) Software Engineer
14 12 (4.40%) Java Architect
15 11 (4.03%) Java Developer
Libraries, Frameworks & Software Standards
1 53 (19.41%) Web Services
2 35 (12.82%) Node.js
3 28 (10.26%) .NET
4 20 (7.33%) AngularJS
5 19 (6.96%) Middleware
6 12 (4.40%) HTML
6 12 (4.40%) Kafka
7 9 (3.30%) Elastic Stack
7 9 (3.30%) React
8 8 (2.93%) CSS
9 7 (2.56%) J2EE
9 7 (2.56%) Java EE
10 6 (2.20%) Apache Flex
10 6 (2.20%) RabbitMQ
11 5 (1.83%) CSS3
11 5 (1.83%) HTML5
11 5 (1.83%) Spring
12 4 (1.47%) Spring Boot
13 3 (1.10%) ASP.NET MVC
13 3 (1.10%) jQuery
Miscellaneous
1 19 (6.96%) Enterprise Software
2 15 (5.49%) Data Centre
3 11 (4.03%) Analytical Skills
3 11 (4.03%) Public Cloud
4 10 (3.66%) User Experience
5 9 (3.30%) Management Information System
6 8 (2.93%) Driving Licence
7 7 (2.56%) Clustering
7 7 (2.56%) PMI
8 5 (1.83%) Device Driver
8 5 (1.83%) Private Cloud
8 5 (1.83%) Replication
8 5 (1.83%) Wiki
9 4 (1.47%) Computer Science
9 4 (1.47%) Greenfield Project
10 3 (1.10%) Distributed Denial-of-Service
11 2 (0.73%) Algorithms
11 2 (0.73%) Photography
11 2 (0.73%) Social Media
11 2 (0.73%) Virtual Team
Operating Systems
1 134 (49.08%) Linux
2 45 (16.48%) Windows
3 29 (10.62%) Red Hat Enterprise Linux
4 24 (8.79%) Unix
5 15 (5.49%) Windows Server
6 10 (3.66%) Mac OS X
7 8 (2.93%) Windows 7
7 8 (2.93%) Windows 8
8 5 (1.83%) Windows Server 2008
9 4 (1.47%) Windows Server 2012
10 3 (1.10%) AIX
10 3 (1.10%) Debian
10 3 (1.10%) HPUX
10 3 (1.10%) Solaris
11 2 (0.73%) Apple iOS
12 1 (0.37%) Android
12 1 (0.37%) Ubuntu
Processes & Methodologies
1 160 (58.61%) DevOps
2 98 (35.90%) Agile Software Development
3 70 (25.64%) Continuous Integration
4 69 (25.27%) Configuration Management
5 43 (15.75%) Test Automation
6 37 (13.55%) TDD
7 36 (13.19%) Software Engineering
8 29 (10.62%) Scrum
9 22 (8.06%) Open Source
10 21 (7.69%) Kanban
11 20 (7.33%) Presales
11 20 (7.33%) Software Delivery
12 19 (6.96%) RUP
12 19 (6.96%) UML
13 18 (6.59%) DSDM
13 18 (6.59%) OO
14 17 (6.23%) E-Commerce
14 17 (6.23%) ITIL
14 17 (6.23%) Mentoring
14 17 (6.23%) Migration
Programming Languages
1 85 (31.14%) Python
2 82 (30.04%) Ruby
3 65 (23.81%) Java
4 45 (16.48%) SQL
5 44 (16.12%) Bash Shell
6 36 (13.19%) JavaScript
7 35 (12.82%) C#
8 34 (12.45%) PowerShell
9 23 (8.42%) Shell Script
10 18 (6.59%) C++
11 16 (5.86%) PHP
12 12 (4.40%) Perl
12 12 (4.40%) T-SQL
13 10 (3.66%) C
14 9 (3.30%) Go
15 5 (1.83%) Scala
16 4 (1.47%) Kotlin
17 3 (1.10%) Java 9
18 2 (0.73%) PHP 7
18 2 (0.73%) R
Qualifications
1 7 (2.56%) PMI Certification
2 3 (1.10%) AWS Certification
2 3 (1.10%) SC Cleared
2 3 (1.10%) Security Cleared
3 2 (0.73%) ITIL Certification
Quality Assurance & Compliance
1 2 (0.73%) GCP
1 2 (0.73%) SLA
2 1 (0.37%) Data Quality
System Software
1 66 (24.18%) Docker
2 17 (6.23%) VMware Infrastructure
3 12 (4.40%) Active Directory
4 8 (2.93%) vSphere
5 5 (1.83%) iptables
5 5 (1.83%) KVM
5 5 (1.83%) Virtual Machines
6 3 (1.10%) Hyper-V
7 2 (0.73%) HDFS
8 1 (0.37%) VMware ESXi
8 1 (0.37%) XenDesktop
Systems Management
1 99 (36.26%) Opscode Chef
2 78 (28.57%) Puppet
3 75 (27.47%) Ansible
4 45 (16.48%) Terraform
5 42 (15.38%) Packer
6 32 (11.72%) Kubernetes
7 19 (6.96%) Salt
8 14 (5.13%) Cobbler
9 12 (4.40%) SmoothWall
10 8 (2.93%) Consul
10 8 (2.93%) Graphite
10 8 (2.93%) Nagios
11 7 (2.56%) Docker Swarm
11 7 (2.56%) Prometheus
11 7 (2.56%) ZABBIX
12 4 (1.47%) Rancher
13 3 (1.10%) Grafana
13 3 (1.10%) Opsview
14 2 (0.73%) SCCM
15 1 (0.37%) OpenNMS
Vendors
1 48 (17.58%) VMware
2 43 (15.75%) Google
3 36 (13.19%) Microsoft
4 29 (10.62%) Oracle
5 24 (8.79%) Red Hat
6 23 (8.42%) Rackspace
7 20 (7.33%) SaltStack
8 11 (4.03%) Apple
8 11 (4.03%) New Relic
9 10 (3.66%) Cisco
10 8 (2.93%) Splunk
11 5 (1.83%) AppDynamics
11 5 (1.83%) Hitachi
12 4 (1.47%) EnterpriseDB
13 3 (1.10%) Vertica
14 2 (0.73%) Trend Micro
15 1 (0.37%) Apigee
15 1 (0.37%) F5
15 1 (0.37%) LexisNexis
15 1 (0.37%) Palo Alto