Period
to 24 November 2017

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 24 November 2017 with a comparison to the same period in the previous 2 years.

Amazon Web Services (AWS)
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 57 130 169
Rank change year-on-year +73 +39 +87
Permanent jobs citing Amazon AWS 207 111 93
As % of all permanent IT jobs advertised in Leeds 4.17% 2.03% 1.34%
As % of the Cloud Services category 31.85% 22.47% 17.61%
Number of salaries quoted 178 87 76
Leeds median annual salary £52,500 £55,000 £50,000
Median salary % change year-on-year -4.55% +10.00% -
10th Percentile £34,625 £34,000 £36,250
90th Percentile £70,375 £72,500 £73,750
West Yorkshire median annual salary £50,000 £55,000 £50,000
% change year-on-year -9.09% +10.00% +25.00%

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 650 494 528
As % of all permanent IT jobs advertised in Leeds 13.10% 9.06% 7.59%
Number of salaries quoted 550 417 413
Leeds median annual salary £45,000 £45,000 £40,000
Median salary % change year-on-year - +12.50% -11.11%
10th Percentile £27,450 £26,250 £25,150
90th Percentile £66,250 £67,500 £65,000
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 24 November 2017.

Salary histogram for Amazon AWS in Leeds

For the 6 months to 24 November 2017, IT jobs citing Amazon AWS also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Leeds region with a requirement for Amazon AWS.

1 123 (59.42%) DevOps
2 112 (54.11%) Linux
3 90 (43.48%) Python
4 85 (41.06%) Opscode Chef
5 80 (38.65%) Microsoft Azure
6 78 (37.68%) Ruby
7 76 (36.71%) Puppet
7 76 (36.71%) Jenkins
8 69 (33.33%) Agile Software Development
9 68 (32.85%) Git (software)
10 67 (32.37%) Bash Shell
11 64 (30.92%) Web Services
12 62 (29.95%) Ansible
13 59 (28.50%) Java
14 58 (28.02%) Docker
15 57 (27.54%) VMware
16 45 (21.74%) Configuration Management
17 39 (18.84%) Google
18 38 (18.36%) Continuous Integration
19 37 (17.87%) SQL
20 36 (17.39%) Oracle
21 34 (16.43%) Red Hat
21 34 (16.43%) Rackspace
22 32 (15.46%) SQL Server
23 31 (14.98%) Red Hat Enterprise Linux
24 30 (14.49%) Node.js
24 30 (14.49%) Packer
25 27 (13.04%) Terraform
26 26 (12.56%) Salt
26 26 (12.56%) Vagrant

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 10 (4.83%) OpenStack
2 9 (4.35%) Tomcat
3 8 (3.86%) Elasticsearch
3 8 (3.86%) JBoss
3 8 (3.86%) WebLogic
4 7 (3.38%) IIS
4 7 (3.38%) Jetty
4 7 (3.38%) SharePoint
5 6 (2.90%) Apache
6 5 (2.42%) Apache Spark
6 5 (2.42%) Tornado
7 3 (1.45%) Skype for Business
7 3 (1.45%) WebSphere
8 2 (0.97%) CloudStack
8 2 (0.97%) Exchange Server 2013
8 2 (0.97%) MS Exchange
8 2 (0.97%) Office Communications Server
8 2 (0.97%) SharePoint 2010
8 2 (0.97%) SharePoint 2013
9 1 (0.48%) Apache Pig
Applications
1 2 (0.97%) Microsoft Office
Cloud Services
1 80 (38.65%) Microsoft Azure
2 25 (12.08%) Google Cloud Platform
3 21 (10.14%) AWS CloudFormation
4 17 (8.21%) Amazon EC2
5 13 (6.28%) IaaS
6 9 (4.35%) Amazon S3
7 8 (3.86%) AWS Elastic Beanstalk
7 8 (3.86%) Loggly
7 8 (3.86%) Sumo Logic
8 7 (3.38%) GitHub
9 6 (2.90%) PaaS
10 4 (1.93%) Office 365
11 3 (1.45%) AWS Lambda
11 3 (1.45%) Serverless
12 2 (0.97%) Amazon ELB
12 2 (0.97%) Amazon SQS
12 2 (0.97%) SaaS
12 2 (0.97%) Virtual Private Cloud
13 1 (0.48%) Amazon ElastiCache
13 1 (0.48%) CloudFront
Communications & Networking
1 13 (6.28%) SAN
2 10 (4.83%) DNS
3 9 (4.35%) Firewall
4 8 (3.86%) Internet
5 7 (3.38%) TCP/IP
6 6 (2.90%) Network Security
7 5 (2.42%) AMQP
7 5 (2.42%) DHCP
7 5 (2.42%) VPN
8 4 (1.93%) LAN
8 4 (1.93%) Wi-Fi
9 2 (0.97%) DMZ
9 2 (0.97%) HTTP
9 2 (0.97%) Intrusion Detection
9 2 (0.97%) iSCSI
9 2 (0.97%) ISDN
9 2 (0.97%) NAS
9 2 (0.97%) SMTP
9 2 (0.97%) VoIP
9 2 (0.97%) WAN
Database & Business Intelligence
1 32 (15.46%) SQL Server
2 20 (9.66%) NoSQL
3 17 (8.21%) Apache Cassandra
3 17 (8.21%) MySQL
4 15 (7.25%) MongoDB
5 14 (6.76%) Big Data
6 13 (6.28%) Riak
7 11 (5.31%) Hadoop
8 9 (4.35%) Relational Database
9 8 (3.86%) SQL Server 2014
9 8 (3.86%) SQL Server 2016
10 7 (3.38%) SQL Server Integration Services
10 7 (3.38%) SQL Server Reporting Services
11 5 (2.42%) Amazon RDS
11 5 (2.42%) Couchbase
11 5 (2.42%) Redis
12 4 (1.93%) PostgreSQL
13 3 (1.45%) Apache Hive
13 3 (1.45%) Oracle Database
13 3 (1.45%) SQL Server Analysis Services
Development Applications
1 76 (36.71%) Jenkins
2 68 (32.85%) Git (software)
3 26 (12.56%) Vagrant
4 14 (6.76%) Maven
5 11 (5.31%) Subversion
6 9 (4.35%) JIRA
7 8 (3.86%) Grunt
7 8 (3.86%) TeamCity
8 7 (3.38%) Cucumber
8 7 (3.38%) JBehave
8 7 (3.38%) Selenium
8 7 (3.38%) Team Foundation Server
9 6 (2.90%) JMeter
10 5 (2.42%) FitNesse
10 5 (2.42%) Gatling
10 5 (2.42%) LoadRunner
11 4 (1.93%) Mercurial
12 3 (1.45%) gulp
12 3 (1.45%) Sonatype Nexus
13 2 (0.97%) webpack
General
1 17 (8.21%) Finance
2 14 (6.76%) Retail
3 9 (4.35%) Local Government
3 9 (4.35%) Manufacturing
4 6 (2.90%) Games
5 2 (0.97%) Advertising
5 2 (0.97%) Law
5 2 (0.97%) Legal
5 2 (0.97%) Marketing
6 1 (0.48%) Banking
Job Titles
1 61 (29.47%) DevOps Engineer
2 41 (19.81%) AWS DevOps
3 39 (18.84%) AWS Engineer
4 29 (14.01%) Architect
5 26 (12.56%) Linux Engineer
6 25 (12.08%) AWS DevOps Engineer
7 23 (11.11%) Consultant
8 22 (10.63%) AWS Consultant
9 21 (10.14%) Administrator
10 20 (9.66%) Developer
10 20 (9.66%) Linux/Unix DevOps
10 20 (9.66%) Systems Engineer
11 19 (9.18%) Linux DevOps Engineer
12 17 (8.21%) Cloud Architect
13 16 (7.73%) Automation Engineer
13 16 (7.73%) AWS Architect
14 14 (6.76%) Full Stack Developer
14 14 (6.76%) Systems Administrator
15 12 (5.80%) DBA
15 12 (5.80%) Web Architect
Libraries, Frameworks & Software Standards
1 64 (30.92%) Web Services
2 30 (14.49%) Node.js
3 16 (7.73%) AngularJS
3 16 (7.73%) Elastic Stack
4 15 (7.25%) Kafka
5 14 (6.76%) CSS
5 14 (6.76%) HTML
5 14 (6.76%) Spring
6 13 (6.28%) Apache Camel
6 13 (6.28%) RabbitMQ
7 11 (5.31%) CSS3
7 11 (5.31%) HTML5
7 11 (5.31%) Middleware
7 11 (5.31%) Spring Boot
8 9 (4.35%) jQuery
9 7 (3.38%) ActiveMQ
9 7 (3.38%) Hibernate
10 6 (2.90%) Apache Flex
11 5 (2.42%) .NET
11 5 (2.42%) LAMP
Miscellaneous
1 15 (7.25%) Enterprise Software
2 12 (5.80%) Analytical Skills
3 11 (5.31%) Data Centre
3 11 (5.31%) Management Information System
3 11 (5.31%) Public Cloud
4 10 (4.83%) Clustering
4 10 (4.83%) Private Cloud
5 8 (3.86%) Computer Science
5 8 (3.86%) PMI
6 7 (3.38%) Greenfield Project
7 4 (1.93%) Mobile App
8 3 (1.45%) Hybrid Cloud
8 3 (1.45%) PKI
8 3 (1.45%) Replication
9 2 (0.97%) Algorithms
9 2 (0.97%) CMDB
9 2 (0.97%) Driving Licence
9 2 (0.97%) Fintech
9 2 (0.97%) User Experience
9 2 (0.97%) Virtual Team
Operating Systems
1 112 (54.11%) Linux
2 31 (14.98%) Red Hat Enterprise Linux
3 25 (12.08%) Windows
4 19 (9.18%) Unix
5 13 (6.28%) Windows Server
6 8 (3.86%) CentOS
7 4 (1.93%) Ubuntu
7 4 (1.93%) Windows Server 2012
8 3 (1.45%) Debian
9 2 (0.97%) AIX
9 2 (0.97%) HPUX
9 2 (0.97%) Mac OS X
9 2 (0.97%) Solaris
9 2 (0.97%) SUSE
9 2 (0.97%) Windows 7
9 2 (0.97%) Windows 8
9 2 (0.97%) Windows Server 2008
10 1 (0.48%) Android
Processes & Methodologies
1 123 (59.42%) DevOps
2 69 (33.33%) Agile Software Development
3 45 (21.74%) Configuration Management
4 38 (18.36%) Continuous Integration
5 23 (11.11%) E-Commerce
5 23 (11.11%) Scrum
6 21 (10.14%) Test Automation
7 20 (9.66%) TDD
8 19 (9.18%) Software Engineering
9 17 (8.21%) Migration
10 16 (7.73%) Kanban
10 16 (7.73%) RUP
11 14 (6.76%) DSDM
11 14 (6.76%) Stakeholder Management
12 11 (5.31%) Continuous Deployment
12 11 (5.31%) Open Source
12 11 (5.31%) Performance Tuning
12 11 (5.31%) SDLC
12 11 (5.31%) SOA
12 11 (5.31%) UML
Programming Languages
1 90 (43.48%) Python
2 78 (37.68%) Ruby
3 67 (32.37%) Bash Shell
4 59 (28.50%) Java
5 37 (17.87%) SQL
6 26 (12.56%) C#
7 21 (10.14%) JavaScript
8 19 (9.18%) PHP
9 18 (8.70%) PowerShell
10 17 (8.21%) C++
11 16 (7.73%) Shell Script
12 13 (6.28%) T-SQL
13 11 (5.31%) Go
14 8 (3.86%) Scala
15 5 (2.42%) Java 9
16 3 (1.45%) Bourne shell
16 3 (1.45%) Perl
17 2 (0.97%) Groovy
17 2 (0.97%) PHP 5
17 2 (0.97%) VC++
Qualifications
1 11 (5.31%) MCSE
1 11 (5.31%) Microsoft Certification
2 9 (4.35%) AWS Certification
2 9 (4.35%) MCSA
3 8 (3.86%) PMI Certification
4 6 (2.90%) SC Cleared
4 6 (2.90%) Security Cleared
5 4 (1.93%) Degree
6 2 (0.97%) Computer Science Degree
6 2 (0.97%) MCP
Quality Assurance & Compliance
1 2 (0.97%) PCI DSS
1 2 (0.97%) SLA
2 1 (0.48%) GDPR
System Software
1 58 (28.02%) Docker
2 22 (10.63%) VMware Infrastructure
3 8 (3.86%) Active Directory
4 7 (3.38%) Virtual Machines
5 5 (2.42%) Hyper-V
5 5 (2.42%) iptables
5 5 (2.42%) VMware ESXi
6 4 (1.93%) KVM
6 4 (1.93%) vSphere
7 3 (1.45%) XenDesktop
Systems Management
1 85 (41.06%) Opscode Chef
2 76 (36.71%) Puppet
3 62 (29.95%) Ansible
4 30 (14.49%) Packer
5 27 (13.04%) Terraform
6 26 (12.56%) Salt
7 24 (11.59%) Kubernetes
8 14 (6.76%) Nagios
9 13 (6.28%) Prometheus
10 11 (5.31%) ZABBIX
11 8 (3.86%) Cobbler
12 5 (2.42%) Consul
12 5 (2.42%) Graphite
13 4 (1.93%) Rancher
13 4 (1.93%) ServiceCenter
14 3 (1.45%) CFEngine
14 3 (1.45%) OpenNMS
15 2 (0.97%) Microsoft Data Protection Manager
15 2 (0.97%) SCCM
15 2 (0.97%) SCOM
Vendors
1 57 (27.54%) VMware
2 39 (18.84%) Google
3 36 (17.39%) Oracle
4 34 (16.43%) Rackspace
4 34 (16.43%) Red Hat
5 25 (12.08%) Microsoft
5 25 (12.08%) SaltStack
6 16 (7.73%) New Relic
7 11 (5.31%) Splunk
8 7 (3.38%) Cisco
9 6 (2.90%) F5
10 5 (2.42%) Hitachi
11 4 (1.93%) Citrix
11 4 (1.93%) Dell
11 4 (1.93%) EnterpriseDB
11 4 (1.93%) HP
12 3 (1.45%) Apple
12 3 (1.45%) Brocade
12 3 (1.45%) CheckPoint
13 2 (0.97%) CommVault