Period
to 19 October 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 October 2018 with a comparison to the same period in the previous 2 years.

Amazon Web Services (AWS)
6 months to
19 Oct 2018
Same period 2017 Same period 2016
Rank 20 63 123
Rank change year-on-year +43 +60 +64
Permanent jobs citing Amazon AWS 387 202 115
As % of all permanent IT jobs advertised in Leeds 9.91% 4.27% 2.11%
As % of the Cloud Services category 40.15% 31.66% 24.68%
Number of salaries quoted 369 169 87
Leeds median annual salary £52,500 £50,000 £55,000
Median salary % change year-on-year +5.00% -9.09% +10.00%
10th Percentile £35,000 £33,750 £34,000
90th Percentile £70,250 £66,500 £72,500
West Yorkshire median annual salary £50,000 £47,500 £55,000
% change year-on-year +5.26% -13.64% +10.00%

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 964 638 466
As % of all permanent IT jobs advertised in Leeds 24.69% 13.47% 8.57%
Number of salaries quoted 837 537 381
Leeds median annual salary £48,750 £45,000 £45,000
Median salary % change year-on-year +8.33% - +12.50%
10th Percentile £30,000 £27,500 £30,000
90th Percentile £70,000 £65,000 £72,500
West Yorkshire median annual salary £46,000 £45,000 £44,000
% change year-on-year +2.22% +2.27% +10.00%

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 October 2018.

Salary histogram for Amazon AWS in Leeds

For the 6 months to 19 October 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.

1 207 (53.49%) Microsoft Azure
2 188 (48.58%) Agile Software Development
3 174 (44.96%) DevOps
4 152 (39.28%) Java
5 128 (33.07%) Python
6 123 (31.78%) Linux
7 118 (30.49%) Finance
8 111 (28.68%) C#
9 104 (26.87%) Microsoft
10 99 (25.58%) SQL
11 91 (23.51%) Jenkins
12 88 (22.74%) Docker
13 76 (19.64%) Puppet
14 71 (18.35%) Windows
15 70 (18.09%) Ruby
15 70 (18.09%) Test Automation
16 69 (17.83%) Opscode Chef
17 68 (17.57%) Git (software)
18 64 (16.54%) Configuration Management
19 62 (16.02%) .NET
20 61 (15.76%) Bash Shell
20 61 (15.76%) Ansible
21 60 (15.50%) JavaScript
22 56 (14.47%) TDD
23 55 (14.21%) Active Directory
24 54 (13.95%) SQL Server
25 53 (13.70%) Terraform
26 51 (13.18%) VMware
26 51 (13.18%) Continuous Integration
27 50 (12.92%) Greenfield Project

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 21 (5.43%) MS Exchange
2 20 (5.17%) OpenStack
3 18 (4.65%) CloudStack
4 16 (4.13%) SharePoint
4 16 (4.13%) Tomcat
5 15 (3.88%) Elasticsearch
6 11 (2.84%) Skype for Business
7 9 (2.33%) Apache Solr
7 9 (2.33%) IIS
8 8 (2.07%) Apache Spark
8 8 (2.07%) Confluence
9 7 (1.81%) JBoss
10 6 (1.55%) Apache
10 6 (1.55%) CMS
11 5 (1.29%) Exchange Server 2013
11 5 (1.29%) WebLogic
11 5 (1.29%) WebSphere
12 4 (1.03%) Oracle SOA Suite
13 3 (0.78%) Exchange Server 2010
14 2 (0.52%) Apache Pig
Applications
1 7 (1.81%) Microsoft Excel
2 4 (1.03%) Microsoft Office
3 1 (0.26%) Microsoft PowerPoint
Business Applications
1 4 (1.03%) Dynamics CRM
Cloud Services
1 207 (53.49%) Microsoft Azure
2 33 (8.53%) SaaS
3 28 (7.24%) AWS CloudFormation
3 28 (7.24%) IaaS
3 28 (7.24%) Office 365
4 27 (6.98%) PaaS
5 20 (5.17%) Google Cloud Platform
6 16 (4.13%) Serverless
7 9 (2.33%) Amazon EC2
7 9 (2.33%) Amazon S3
8 8 (2.07%) AWS Lambda
9 7 (1.81%) GitHub
10 6 (1.55%) Amazon CloudWatch
10 6 (1.55%) Azure Active Directory
10 6 (1.55%) Cloud Computing
11 5 (1.29%) Amazon SQS
12 3 (0.78%) Amazon Kinesis
13 2 (0.52%) Amazon ELB
13 2 (0.52%) Amazon EMR
13 2 (0.52%) OpenShift
Communications & Networking
1 24 (6.20%) DNS
2 12 (3.10%) DHCP
3 11 (2.84%) Firewall
4 9 (2.33%) Intranet
4 9 (2.33%) WAN
5 8 (2.07%) Fibre Channel
5 8 (2.07%) LAN
6 7 (1.81%) SAN
7 6 (1.55%) Internet
7 6 (1.55%) VPN
8 5 (1.29%) TCP/IP
9 3 (0.78%) NAS
9 3 (0.78%) Skype
10 2 (0.52%) AMQP
10 2 (0.52%) BGP
10 2 (0.52%) EIGRP
10 2 (0.52%) NetScaler
10 2 (0.52%) OSPF
10 2 (0.52%) Wireless
10 2 (0.52%) Wireshark
Database & Business Intelligence
1 54 (13.95%) SQL Server
2 39 (10.08%) MySQL
3 29 (7.49%) NoSQL
4 23 (5.94%) MongoDB
5 14 (3.62%) Big Data
6 13 (3.36%) Apache Cassandra
6 13 (3.36%) Azure SQL Database
6 13 (3.36%) PostgreSQL
7 12 (3.10%) Riak
8 11 (2.84%) Amazon RDS
8 11 (2.84%) Amazon Redshift
9 10 (2.58%) Hadoop
9 10 (2.58%) Relational Database
10 6 (1.55%) Data Warehouse
10 6 (1.55%) Redis
10 6 (1.55%) SQL Server Integration Services
11 5 (1.29%) Apache Hive
11 5 (1.29%) SQL Server Reporting Services
12 4 (1.03%) Amazon DynamoDB
12 4 (1.03%) SQL Server 2012
Development Applications
1 91 (23.51%) Jenkins
2 68 (17.57%) Git (software)
3 38 (9.82%) Selenium
4 36 (9.30%) JIRA
5 32 (8.27%) Cucumber
6 24 (6.20%) NUnit
7 22 (5.68%) Atlassian Bamboo
8 21 (5.43%) Maven
9 19 (4.91%) TeamCity
10 14 (3.62%) Bitbucket
10 14 (3.62%) Subversion
11 13 (3.36%) Sonatype Nexus
12 11 (2.84%) Octopus Deploy
12 11 (2.84%) Visual Studio Team System
13 9 (2.33%) Gradle
13 9 (2.33%) Vagrant
14 6 (1.55%) WebDriver
15 5 (1.29%) PHPUnit
16 3 (0.78%) Artifactory
16 3 (0.78%) SonarQube
General
1 118 (30.49%) Finance
2 36 (9.30%) Retail
3 12 (3.10%) Telecoms
4 11 (2.84%) Financial Institution
5 6 (1.55%) Local Government
5 6 (1.55%) Manufacturing
5 6 (1.55%) Marketing
6 4 (1.03%) Back Office
7 2 (0.52%) Advertising
7 2 (0.52%) Games
8 1 (0.26%) Automotive
8 1 (0.26%) Banking
8 1 (0.26%) Legal
8 1 (0.26%) Retail Banking
Job Titles
1 143 (36.95%) Developer
2 72 (18.60%) DevOps Engineer
3 53 (13.70%) Architect
4 46 (11.89%) Platform Engineer
5 40 (10.34%) Java Developer
5 40 (10.34%) Senior Developer
6 39 (10.08%) AWS Engineer
7 34 (8.79%) AWS DevOps
8 33 (8.53%) Cloud Engineer
9 32 (8.27%) AWS DevOps Engineer
10 29 (7.49%) Test Automation Developer
11 27 (6.98%) Developer in Test
12 26 (6.72%) Infrastructure Engineer
13 23 (5.94%) Test Automation Engineer
13 23 (5.94%) Test Engineer
14 22 (5.68%) Linux Engineer
15 19 (4.91%) Linux/Unix DevOps
15 19 (4.91%) Xamarin Developer
16 18 (4.65%) Linux DevOps Engineer
17 17 (4.39%) Windows Engineer
Libraries, Frameworks & Software Standards
1 62 (16.02%) .NET
2 47 (12.14%) Web Services
3 45 (11.63%) Spring
4 36 (9.30%) Spring Boot
5 32 (8.27%) Node.js
6 27 (6.98%) Gherkin
7 23 (5.94%) ASP.NET
7 23 (5.94%) CSS
7 23 (5.94%) HTML
8 22 (5.68%) AngularJS
9 18 (4.65%) ASP.NET MVC
10 17 (4.39%) Kafka
11 16 (4.13%) Middleware
12 14 (3.62%) Dropwizard
12 14 (3.62%) Elastic Stack
13 13 (3.36%) RabbitMQ
14 12 (3.10%) Hibernate
14 12 (3.10%) React
15 10 (2.58%) RESTful
16 9 (2.33%) Lucene
Miscellaneous
1 50 (12.92%) Greenfield Project
2 26 (6.72%) Enterprise Software
3 17 (4.39%) Management Information System
4 12 (3.10%) Hybrid Cloud
5 11 (2.84%) Mobile App
6 10 (2.58%) Analytical Skills
7 8 (2.07%) Private Cloud
8 7 (1.81%) Fintech
8 7 (1.81%) User Experience
9 6 (1.55%) Data Centre
9 6 (1.55%) Public Cloud
10 5 (1.29%) Clustering
11 4 (1.03%) CMDB
11 4 (1.03%) Computer Science
12 3 (0.78%) Enterprise Cloud
13 2 (0.52%) Cloud Native
13 2 (0.52%) Replication
13 2 (0.52%) Video\Live Streaming
14 1 (0.26%) Cybercrime
14 1 (0.26%) EPoS
Operating Systems
1 123 (31.78%) Linux
2 71 (18.35%) Windows
3 38 (9.82%) Unix
4 26 (6.72%) Windows Server
5 25 (6.46%) Android
6 17 (4.39%) CentOS
7 16 (4.13%) Red Hat Enterprise Linux
8 7 (1.81%) Windows Server 2012
9 6 (1.55%) Windows 10
9 6 (1.55%) Windows Server 2008
10 5 (1.29%) Apple iOS
11 4 (1.03%) Windows 7
12 3 (0.78%) Windows 8
13 2 (0.52%) HPUX
13 2 (0.52%) Ubuntu
13 2 (0.52%) VMS
13 2 (0.52%) Windows Server 2003
14 1 (0.26%) AIX
14 1 (0.26%) Debian
14 1 (0.26%) Solaris
Processes & Methodologies
1 188 (48.58%) Agile Software Development
2 174 (44.96%) DevOps
3 70 (18.09%) Test Automation
4 64 (16.54%) Configuration Management
5 56 (14.47%) TDD
6 51 (13.18%) Continuous Integration
7 47 (12.14%) Microservices
8 46 (11.89%) Open Source
9 41 (10.59%) Mobile Development
10 39 (10.08%) Scrum
11 35 (9.04%) Software Engineering
12 32 (8.27%) ITIL
12 32 (8.27%) MVC
13 30 (7.75%) Deployment Automation
14 29 (7.49%) Infrastructure Engineering
15 27 (6.98%) API Testing
16 26 (6.72%) Problem-Solving
17 25 (6.46%) Migration
17 25 (6.46%) Presales
18 24 (6.20%) IT Strategy
Programming Languages
1 152 (39.28%) Java
2 128 (33.07%) Python
3 111 (28.68%) C#
4 99 (25.58%) SQL
5 70 (18.09%) Ruby
6 61 (15.76%) Bash Shell
7 60 (15.50%) JavaScript
8 33 (8.53%) PowerShell
9 30 (7.75%) Java 8
9 30 (7.75%) PHP
10 21 (5.43%) Scala
10 21 (5.43%) Shell Script
11 17 (4.39%) Kotlin
11 17 (4.39%) Objective-C
12 16 (4.13%) Perl
13 13 (3.36%) Apple Swift
14 12 (3.10%) Go
15 11 (2.84%) C++
16 10 (2.58%) Java 9
17 6 (1.55%) VBA
Qualifications
1 14 (3.62%) AWS Certification
2 8 (2.07%) Degree
3 7 (1.81%) Security Cleared
4 6 (1.55%) SC Cleared
5 5 (1.29%) ITIL Certification
5 5 (1.29%) ITIL Foundation Certificate
6 2 (0.52%) CCNA
6 2 (0.52%) Cisco Certification
6 2 (0.52%) MCSA
6 2 (0.52%) Microsoft Certification
6 2 (0.52%) RHCE
6 2 (0.52%) RHCSA
7 1 (0.26%) CISA
7 1 (0.26%) CISM
7 1 (0.26%) CISSP
7 1 (0.26%) CompTIA Security+
7 1 (0.26%) CSSLP
7 1 (0.26%) SANS
7 1 (0.26%) SSCP
7 1 (0.26%) VCP5
Quality Assurance & Compliance
1 21 (5.43%) QA
2 15 (3.88%) SLA
3 13 (3.36%) ISO/IEC 27001
4 7 (1.81%) ISO/IEC 20000
5 2 (0.52%) Data Quality
6 1 (0.26%) GDPR
6 1 (0.26%) PCI DSS
System Software
1 88 (22.74%) Docker
2 55 (14.21%) Active Directory
3 25 (6.46%) VMware Infrastructure
4 20 (5.17%) vSphere
5 7 (1.81%) Xen
5 7 (1.81%) XenServer
6 6 (1.55%) Virtual Machines
7 5 (1.29%) HDFS
8 3 (0.78%) Hyper-V
9 2 (0.52%) VMware ESXi
10 1 (0.26%) LXC
10 1 (0.26%) VirtualBox
Systems Management
1 76 (19.64%) Puppet
2 69 (17.83%) Opscode Chef
3 61 (15.76%) Ansible
4 53 (13.70%) Terraform
5 32 (8.27%) Kubernetes
6 28 (7.24%) Cobbler
7 15 (3.88%) Tivoli
8 11 (2.84%) Prometheus
8 11 (2.84%) Rancher
8 11 (2.84%) SCCM
9 9 (2.33%) Docker Swarm
10 7 (1.81%) Packer
11 6 (1.55%) Grafana
12 4 (1.03%) Consul
12 4 (1.03%) Nagios
13 3 (0.78%) Hadoop YARN
13 3 (0.78%) Kibana
14 2 (0.52%) Graphite
14 2 (0.52%) Oozie
14 2 (0.52%) ZABBIX
Vendors
1 104 (26.87%) Microsoft
2 51 (13.18%) VMware
3 45 (11.63%) Oracle
4 38 (9.82%) Google
5 25 (6.46%) Xamarin
6 21 (5.43%) Cisco
7 18 (4.65%) Red Hat
8 14 (3.62%) EnterpriseDB
9 11 (2.84%) Citrix
10 8 (2.07%) Brocade
10 8 (2.07%) Dell
11 7 (1.81%) Rackspace
12 6 (1.55%) Atlassian
12 6 (1.55%) New Relic
12 6 (1.55%) Splunk
13 5 (1.29%) Avaya
13 5 (1.29%) Trend Micro
14 4 (1.03%) Salesforce.com
14 4 (1.03%) Twitter
15 3 (0.78%) Tableau