Period
to 22 June 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 22 June 2018 with a comparison to the same period in the previous 2 years.

Amazon Web Services (AWS)
6 months to
22 Jun 2018
Same period 2017 Same period 2016
Rank 21 58 133
Rank change year-on-year +37 +75 +78
Permanent jobs citing Amazon AWS 440 252 127
As % of all permanent IT jobs advertised in Leeds 9.27% 4.95% 2.05%
As % of the Cloud Services category 44.31% 34.71% 25.97%
Number of salaries quoted 402 198 101
Leeds median annual salary £55,000 £57,500 £47,500
Median salary % change year-on-year -4.35% +21.05% +5.56%
10th Percentile £36,250 £32,500 £26,750
90th Percentile £73,750 £72,500 £72,500
West Yorkshire median annual salary £52,250 £55,000 £47,500
% change year-on-year -5.00% +15.79% +5.56%

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 993 726 489
As % of all permanent IT jobs advertised in Leeds 20.93% 14.27% 7.89%
Number of salaries quoted 828 601 390
Leeds median annual salary £47,500 £47,500 £45,000
Median salary % change year-on-year - +5.56% +5.88%
10th Percentile £31,250 £28,250 £26,750
90th Percentile £71,250 £70,000 £62,625
West Yorkshire median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% +6.25%

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 22 June 2018.

Salary histogram for Amazon AWS in Leeds

For the 6 months to 22 June 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.

1 243 (55.23%) DevOps
2 227 (51.59%) Agile Software Development
3 219 (49.77%) Microsoft Azure
4 175 (39.77%) Linux
5 143 (32.50%) Python
6 137 (31.14%) Java
7 118 (26.82%) Jenkins
8 115 (26.14%) Opscode Chef
8 115 (26.14%) Docker
9 113 (25.68%) Ansible
10 102 (23.18%) Puppet
11 99 (22.50%) C#
11 99 (22.50%) Git (software)
12 94 (21.36%) Microsoft
13 92 (20.91%) Configuration Management
14 91 (20.68%) Ruby
15 88 (20.00%) JavaScript
15 88 (20.00%) Continuous Integration
16 87 (19.77%) Test Automation
17 86 (19.55%) .NET
18 84 (19.09%) SQL
19 79 (17.95%) Finance
20 78 (17.73%) Google
21 77 (17.50%) Windows
22 75 (17.05%) Node.js
23 64 (14.55%) Software Engineering
24 63 (14.32%) TDD
25 60 (13.64%) Bash Shell
26 59 (13.41%) Web Services
27 56 (12.73%) Terraform

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 20 (4.55%) OpenStack
2 19 (4.32%) CloudStack
3 17 (3.86%) Tomcat
4 14 (3.18%) Apache Spark
4 14 (3.18%) Confluence
4 14 (3.18%) IIS
5 10 (2.27%) Apache
6 8 (1.82%) Elasticsearch
6 8 (1.82%) SharePoint
7 7 (1.59%) JBoss
7 7 (1.59%) MS Exchange
7 7 (1.59%) nginx
7 7 (1.59%) WebLogic
7 7 (1.59%) WebSphere
8 5 (1.14%) Apache Solr
9 2 (0.45%) BizTalk Server
9 2 (0.45%) Drupal
10 1 (0.23%) Apache Pig
10 1 (0.23%) Exchange Server 2013
10 1 (0.23%) Tornado
Applications
1 2 (0.45%) Microsoft Office
2 1 (0.23%) Acrobat
2 1 (0.23%) Microsoft Excel
2 1 (0.23%) MS Visio
2 1 (0.23%) Snagit
Business Applications
1 4 (0.91%) Dynamics CRM
2 1 (0.23%) Dynamics AX
Cloud Services
1 219 (49.77%) Microsoft Azure
2 37 (8.41%) Google Cloud Platform
3 34 (7.73%) SaaS
4 33 (7.50%) IaaS
4 33 (7.50%) PaaS
5 28 (6.36%) Amazon EC2
6 25 (5.68%) AWS CloudFormation
7 23 (5.23%) Amazon S3
7 23 (5.23%) Office 365
8 21 (4.77%) Amazon CloudWatch
9 13 (2.95%) Azure Active Directory
10 12 (2.73%) Amazon SQS
11 11 (2.50%) Serverless
12 10 (2.27%) AWS Lambda
13 9 (2.05%) Amazon ELB
13 9 (2.05%) Cloud Computing
14 8 (1.82%) AWS Elastic Beanstalk
15 5 (1.14%) Amazon ElastiCache
15 5 (1.14%) CloudFront
15 5 (1.14%) Virtual Private Cloud
Communications & Networking
1 24 (5.45%) Firewall
2 19 (4.32%) DNS
3 15 (3.41%) SAN
4 14 (3.18%) VPN
5 10 (2.27%) NAS
5 10 (2.27%) Network Security
6 9 (2.05%) DHCP
7 8 (1.82%) Internet
8 7 (1.59%) WAN
9 6 (1.36%) LAN
10 5 (1.14%) AMQP
10 5 (1.14%) TCP/IP
11 3 (0.68%) HTTP
12 2 (0.45%) Reverse Proxy
12 2 (0.45%) SMS
12 2 (0.45%) SSL
12 2 (0.45%) VoIP
12 2 (0.45%) Wireless
13 1 (0.23%) IPv4
13 1 (0.23%) Wireshark
Database & Business Intelligence
1 54 (12.27%) MySQL
2 42 (9.55%) NoSQL
2 42 (9.55%) SQL Server
3 27 (6.14%) MongoDB
4 26 (5.91%) Big Data
5 23 (5.23%) Amazon RDS
5 23 (5.23%) PostgreSQL
6 19 (4.32%) Hadoop
7 17 (3.86%) Apache Cassandra
8 15 (3.41%) Riak
9 8 (1.82%) Azure SQL Database
9 8 (1.82%) Redis
10 7 (1.59%) Relational Database
11 6 (1.36%) Data Lake
12 5 (1.14%) Amazon Aurora
13 4 (0.91%) Blockchain
13 4 (0.91%) HBase
14 3 (0.68%) Amazon DynamoDB
14 3 (0.68%) Apache Hive
14 3 (0.68%) SQL Server 2012
Development Applications
1 118 (26.82%) Jenkins
2 99 (22.50%) Git (software)
3 47 (10.68%) JIRA
4 36 (8.18%) Atlassian Bamboo
5 34 (7.73%) TeamCity
6 29 (6.59%) Octopus Deploy
7 26 (5.91%) Maven
8 23 (5.23%) Visual Studio Team System
9 20 (4.55%) Bitbucket
9 20 (4.55%) Gradle
10 19 (4.32%) Team Foundation Server
11 16 (3.64%) Subversion
11 16 (3.64%) Vagrant
12 14 (3.18%) MSBuild
13 11 (2.50%) Cucumber
13 11 (2.50%) Mercurial
13 11 (2.50%) Selenium
14 7 (1.59%) Visual Studio
15 6 (1.36%) Sonatype Nexus
16 5 (1.14%) PHPUnit
General
1 79 (17.95%) Finance
2 41 (9.32%) Retail
3 11 (2.50%) Financial Institution
4 10 (2.27%) Local Government
4 10 (2.27%) Manufacturing
5 6 (1.36%) Marketing
6 5 (1.14%) Legal
7 4 (0.91%) Back Office
7 4 (0.91%) Banking
7 4 (0.91%) Retail Banking
8 3 (0.68%) Games
8 3 (0.68%) Telecoms
9 2 (0.45%) Law
10 1 (0.23%) Automotive
10 1 (0.23%) Publishing
Job Titles
1 128 (29.09%) DevOps Engineer
2 101 (22.95%) Developer
3 78 (17.73%) Architect
4 50 (11.36%) AWS Engineer
5 39 (8.86%) Software Architect
6 33 (7.50%) AWS DevOps
6 33 (7.50%) AWS DevOps Engineer
6 33 (7.50%) Platform Engineer
7 25 (5.68%) Cloud Architect
7 25 (5.68%) Java Developer
7 25 (5.68%) Linux/Unix DevOps
8 23 (5.23%) Senior Developer
9 22 (5.00%) Software Engineer
10 21 (4.77%) Linux Engineer
11 20 (4.55%) Consultant
11 20 (4.55%) Java Architect
11 20 (4.55%) Java Software Architect
12 17 (3.86%) Cloud Consultant
12 17 (3.86%) Java Engineer
13 16 (3.64%) AWS Architect
Libraries, Frameworks & Software Standards
1 86 (19.55%) .NET
2 75 (17.05%) Node.js
3 59 (13.41%) Web Services
4 54 (12.27%) AngularJS
5 32 (7.27%) Middleware
5 32 (7.27%) Spring
6 26 (5.91%) Kafka
7 25 (5.68%) React
7 25 (5.68%) Spring Boot
8 24 (5.45%) ASP.NET
9 22 (5.00%) HTML
10 19 (4.32%) ASP.NET MVC
10 19 (4.32%) CSS
11 18 (4.09%) RabbitMQ
12 10 (2.27%) jQuery
12 10 (2.27%) RESTful
13 9 (2.05%) Hibernate
13 9 (2.05%) LAMP
13 9 (2.05%) Swagger
14 8 (1.82%) Elastic Stack
Miscellaneous
1 32 (7.27%) Greenfield Project
2 27 (6.14%) Enterprise Software
3 20 (4.55%) Management Information System
3 20 (4.55%) User Experience
4 17 (3.86%) Private Cloud
5 12 (2.73%) Analytical Skills
5 12 (2.73%) Data Centre
5 12 (2.73%) Public Cloud
6 10 (2.27%) Hybrid Cloud
7 9 (2.05%) Clustering
8 6 (1.36%) Device Driver
8 6 (1.36%) Replication
9 5 (1.14%) Computer Science
9 5 (1.14%) Distributed Denial-of-Service
9 5 (1.14%) Driving Licence
9 5 (1.14%) Wiki
10 4 (0.91%) Photography
11 3 (0.68%) Self-Motivation
12 2 (0.45%) Handset
12 2 (0.45%) Video\Live Streaming
Operating Systems
1 175 (39.77%) Linux
2 77 (17.50%) Windows
3 43 (9.77%) Unix
4 36 (8.18%) Red Hat Enterprise Linux
5 13 (2.95%) Windows Server
6 12 (2.73%) CentOS
7 7 (1.59%) Android
7 7 (1.59%) Debian
8 6 (1.36%) AIX
8 6 (1.36%) HPUX
8 6 (1.36%) Solaris
8 6 (1.36%) Windows Server 2008
9 5 (1.14%) Mac OS X
10 4 (0.91%) Ubuntu
10 4 (0.91%) Windows Server 2012
11 3 (0.68%) Windows 7
11 3 (0.68%) Windows 8
12 2 (0.45%) Apple iOS
12 2 (0.45%) VMS
13 1 (0.23%) Fedora
Processes & Methodologies
1 243 (55.23%) DevOps
2 227 (51.59%) Agile Software Development
3 92 (20.91%) Configuration Management
4 88 (20.00%) Continuous Integration
5 87 (19.77%) Test Automation
6 64 (14.55%) Software Engineering
7 63 (14.32%) TDD
8 53 (12.05%) Mentoring
9 50 (11.36%) Scrum
10 40 (9.09%) Open Source
11 39 (8.86%) Microservices
12 37 (8.41%) MVC
13 35 (7.95%) OO
14 34 (7.73%) Presales
15 31 (7.05%) ITIL
15 31 (7.05%) Waterfall
16 30 (6.82%) Deployment Automation
16 30 (6.82%) Problem-Solving
16 30 (6.82%) UML
17 29 (6.59%) Validation
Programming Languages
1 143 (32.50%) Python
2 137 (31.14%) Java
3 99 (22.50%) C#
4 91 (20.68%) Ruby
5 88 (20.00%) JavaScript
6 84 (19.09%) SQL
7 60 (13.64%) Bash Shell
8 52 (11.82%) PowerShell
9 38 (8.64%) PHP
10 34 (7.73%) Perl
11 32 (7.27%) C++
12 26 (5.91%) Shell Script
13 23 (5.23%) Java 8
14 21 (4.77%) Scala
15 20 (4.55%) C
16 19 (4.32%) Kotlin
17 11 (2.50%) T-SQL
18 10 (2.27%) PL/SQL
19 9 (2.05%) Go
20 5 (1.14%) R
Qualifications
1 12 (2.73%) AWS Certification
2 9 (2.05%) Degree
3 5 (1.14%) CEH
3 5 (1.14%) CISA
3 5 (1.14%) CISM
3 5 (1.14%) CISSP
3 5 (1.14%) CompTIA Security+
3 5 (1.14%) CSSLP
3 5 (1.14%) GIAC
3 5 (1.14%) SANS
3 5 (1.14%) SSCP
4 3 (0.68%) ITIL Certification
5 1 (0.23%) ITIL Foundation Certificate
5 1 (0.23%) SC Cleared
5 1 (0.23%) Security Cleared
Quality Assurance & Compliance
1 17 (3.86%) QA
2 3 (0.68%) GCP
2 3 (0.68%) SLA
3 2 (0.45%) Data Quality
4 1 (0.23%) GDPR
4 1 (0.23%) ISO/IEC 20000
4 1 (0.23%) ISO/IEC 27001
System Software
1 115 (26.14%) Docker
2 36 (8.18%) Active Directory
3 20 (4.55%) vSphere
4 18 (4.09%) Virtual Machines
5 15 (3.41%) VMware Infrastructure
6 13 (2.95%) XenServer
7 8 (1.82%) Xen
8 5 (1.14%) HDFS
9 4 (0.91%) KVM
10 2 (0.45%) Hyper-V
11 1 (0.23%) LXC
11 1 (0.23%) VMware ESXi
Systems Management
1 115 (26.14%) Opscode Chef
2 113 (25.68%) Ansible
3 102 (23.18%) Puppet
4 56 (12.73%) Terraform
5 42 (9.55%) Kubernetes
6 29 (6.59%) Packer
7 22 (5.00%) Cobbler
7 22 (5.00%) SmoothWall
8 15 (3.41%) Salt
9 13 (2.95%) Docker Swarm
10 10 (2.27%) Grafana
10 10 (2.27%) Nagios
10 10 (2.27%) Rancher
11 9 (2.05%) SCCM
12 7 (1.59%) ZABBIX
13 5 (1.14%) Capistrano
13 5 (1.14%) Consul
13 5 (1.14%) Graphite
13 5 (1.14%) SELinux
13 5 (1.14%) Tivoli
Vendors
1 94 (21.36%) Microsoft
2 78 (17.73%) Google
3 54 (12.27%) Oracle
4 47 (10.68%) VMware
5 32 (7.27%) Red Hat
6 18 (4.09%) New Relic
7 17 (3.86%) SaltStack
8 15 (3.41%) Rackspace
9 12 (2.73%) Trend Micro
10 11 (2.50%) Splunk
11 8 (1.82%) Apigee
11 8 (1.82%) Vertica
12 6 (1.36%) Cisco
12 6 (1.36%) HP
12 6 (1.36%) Xamarin
13 5 (1.14%) 3PAR
13 5 (1.14%) AppDynamics
13 5 (1.14%) Apple
13 5 (1.14%) NetApp
14 4 (0.91%) Salesforce.com