Period
to 20 October 2018

The following table provides summary statistics for permanent job vacancies advertised in Reading 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 20 October 2018 with a comparison to the same period in the previous 2 years.

Amazon Web Services (AWS)
Berkshire > Reading
6 months to
20 Oct 2018
Same period 2017 Same period 2016
Rank 21 22 57
Rank change year-on-year +1 +35 +64
Permanent jobs citing Amazon AWS 211 203 157
As % of all permanent IT jobs advertised in Reading 9.53% 8.87% 4.53%
As % of the Cloud Services category 33.12% 41.26% 27.30%
Number of salaries quoted 193 179 185
Reading median annual salary £60,000 £50,000 £55,000
Median salary % change year-on-year +20.00% -9.09% +22.22%
10th Percentile £40,250 £33,675 £41,250
90th Percentile £87,500 £76,250 £66,250
Berkshire median annual salary £57,500 £55,000 £57,500
% change year-on-year +4.55% -4.35% +15.00%

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 Reading with a requirement for cloud computing skills.

All Cloud Skills
Reading
Permanent vacancies with a requirement for cloud computing skills 637 492 575
As % of all permanent IT jobs advertised in Reading 28.77% 21.50% 16.61%
Number of salaries quoted 576 406 479
Reading median annual salary £55,000 £48,750 £55,000
Median salary % change year-on-year +12.82% -11.36% +15.79%
10th Percentile £27,500 £27,500 £35,000
90th Percentile £78,125 £72,500 £76,300
Berkshire median annual salary £55,000 £50,000 £54,500
% change year-on-year +10.00% -8.26% +9.00%

Amazon AWS
Job Vacancy Trend in Reading

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

Job vacancy trend for Amazon AWS in Reading

Amazon AWS
Salary Trend in Reading

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

Salary trend for Amazon AWS in Reading

Amazon AWS
Salary Histogram in Reading

The salary distribution of IT jobs citing Amazon AWS in Reading over the 6 months to 20 October 2018.

Salary histogram for Amazon AWS in Reading

For the 6 months to 20 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 Reading region with a requirement for Amazon AWS.

1 115 (54.50%) Linux
2 94 (44.55%) Java
3 88 (41.71%) Microsoft Azure
4 87 (41.23%) Python
5 75 (35.55%) DevOps
6 67 (31.75%) Agile Software Development
7 57 (27.01%) Ansible
8 54 (25.59%) Relational Database
8 54 (25.59%) Oracle
9 53 (25.12%) Windows
10 52 (24.64%) SQL Server
10 52 (24.64%) RDBMS
10 52 (24.64%) Jenkins
11 51 (24.17%) SQL
12 49 (23.22%) Web Services
13 47 (22.27%) NoSQL
14 45 (21.33%) Microsoft
15 44 (20.85%) Spring
15 44 (20.85%) Puppet
16 42 (19.91%) Git (software)
17 41 (19.43%) Apache Cassandra
18 39 (18.48%) Continuous Integration
18 39 (18.48%) VMware
19 38 (18.01%) Unix
19 38 (18.01%) Software Engineering
19 38 (18.01%) MongoDB
19 38 (18.01%) Docker
20 37 (17.54%) JavaScript
20 37 (17.54%) Configuration Management
21 36 (17.06%) Degree

Amazon AWS
Co-occurring IT Skills in Reading 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 26 (12.32%) Elasticsearch
2 18 (8.53%) Oracle SOA Suite
3 15 (7.11%) Confluence
4 12 (5.69%) Apache Spark
5 11 (5.21%) JBoss
6 10 (4.74%) Anypoint
6 10 (4.74%) Apache
6 10 (4.74%) Mule
6 10 (4.74%) Mule ESB
6 10 (4.74%) OpenStack
7 9 (4.27%) CMS
7 9 (4.27%) IIS
7 9 (4.27%) Tomcat
7 9 (4.27%) Umbraco
8 7 (3.32%) nginx
8 7 (3.32%) Sitecore CMS
9 5 (2.37%) Apache Pig
9 5 (2.37%) EPiServer
10 3 (1.42%) Skype for Business
10 3 (1.42%) WebSphere
Applications
1 6 (2.84%) MS Visio
2 4 (1.90%) Microsoft Office
2 4 (1.90%) Microsoft Project
Business Applications
1 1 (0.47%) Dynamics AX
Cloud Services
1 88 (41.71%) Microsoft Azure
2 32 (15.17%) Amazon EC2
3 29 (13.74%) Amazon S3
4 23 (10.90%) SaaS
5 19 (9.00%) GitHub
6 18 (8.53%) PaaS
7 16 (7.58%) AWS Lambda
7 16 (7.58%) Serverless
8 15 (7.11%) Amazon EMR
9 14 (6.64%) Virtual Private Cloud
10 12 (5.69%) Amazon Kinesis
10 12 (5.69%) IaaS
11 11 (5.21%) Amazon SQS
11 11 (5.21%) Google Cloud Platform
11 11 (5.21%) Office 365
12 10 (4.74%) Amazon ELB
12 10 (4.74%) Cloud Computing
13 9 (4.27%) Amazon CloudWatch
13 9 (4.27%) Amazon Glacier
13 9 (4.27%) Azure Active Directory
Communications & Networking
1 20 (9.48%) TCP/IP
2 14 (6.64%) DHCP
2 14 (6.64%) DNS
3 12 (5.69%) Network Security
4 10 (4.74%) SAN
5 9 (4.27%) LAN
5 9 (4.27%) NAS
5 9 (4.27%) VPN
5 9 (4.27%) WAN
6 8 (3.79%) Firewall
7 7 (3.32%) FCoE
7 7 (3.32%) Fibre Channel
7 7 (3.32%) HTTP
7 7 (3.32%) Internet
7 7 (3.32%) iSCSI
8 4 (1.90%) SNMP
9 3 (1.42%) HTTPS
10 2 (0.95%) BGP
10 2 (0.95%) OSPF
10 2 (0.95%) SSL
Database & Business Intelligence
1 54 (25.59%) Relational Database
2 52 (24.64%) RDBMS
2 52 (24.64%) SQL Server
3 47 (22.27%) NoSQL
4 41 (19.43%) Apache Cassandra
5 38 (18.01%) MongoDB
6 32 (15.17%) Amazon DynamoDB
6 32 (15.17%) Big Data
7 24 (11.37%) Amazon RDS
8 19 (9.00%) MySQL
9 18 (8.53%) SQL Server Analysis Services
10 14 (6.64%) Hadoop
11 12 (5.69%) HBase
12 11 (5.21%) Apache Hive
13 9 (4.27%) Amazon Redshift
13 9 (4.27%) Cosmos DB
13 9 (4.27%) SQL Server Integration Services
14 8 (3.79%) Data Warehouse
14 8 (3.79%) PostgreSQL
15 6 (2.84%) Power BI
Development Applications
1 52 (24.64%) Jenkins
2 42 (19.91%) Git (software)
3 21 (9.95%) JIRA
3 21 (9.95%) Subversion
4 19 (9.00%) Maven
5 16 (7.58%) Sonatype Nexus
6 14 (6.64%) Eclipse
7 11 (5.21%) Team Foundation Server
8 10 (4.74%) IntelliJ
8 10 (4.74%) JUnit
8 10 (4.74%) Mockito
9 8 (3.79%) Vagrant
10 7 (3.32%) Atlassian Bamboo
11 6 (2.84%) Cucumber
12 5 (2.37%) Bitbucket
12 5 (2.37%) GitLab
12 5 (2.37%) gulp
12 5 (2.37%) Selenium
12 5 (2.37%) TeamCity
12 5 (2.37%) webpack
General
1 34 (16.11%) Finance
2 16 (7.58%) Banking
3 8 (3.79%) Telecoms
4 7 (3.32%) Manufacturing
4 7 (3.32%) Marketing
5 6 (2.84%) Retail
6 5 (2.37%) Electronics
7 4 (1.90%) Legal
8 2 (0.95%) Billing
8 2 (0.95%) Games
Job Titles
1 65 (30.81%) Developer
2 39 (18.48%) Java Developer
3 38 (18.01%) DevOps Engineer
4 35 (16.59%) Architect
5 24 (11.37%) AWS Developer
6 16 (7.58%) Cloud Architect
6 16 (7.58%) Infrastructure Engineer
6 16 (7.58%) Solutions Architect
7 15 (7.11%) Linux Developer
8 14 (6.64%) Senior Developer
9 12 (5.69%) Consultant
9 12 (5.69%) Lead Architect
10 11 (5.21%) NoSQL Developer
11 10 (4.74%) Cloud Engineer
11 10 (4.74%) Cloud Solutions Architect
11 10 (4.74%) Linux Engineer
11 10 (4.74%) Software Engineer
12 9 (4.27%) AWS Engineer
12 9 (4.27%) Lead Developer
13 8 (3.79%) .NET Developer
Libraries, Frameworks & Software Standards
1 49 (23.22%) Web Services
2 44 (20.85%) Spring
3 28 (13.27%) HTML
4 23 (10.90%) RESTful
5 20 (9.48%) .NET
5 20 (9.48%) XML
6 17 (8.06%) CSS
6 17 (8.06%) Elastic Stack
6 17 (8.06%) Kafka
6 17 (8.06%) REST
7 16 (7.58%) AngularJS
8 14 (6.64%) SOAP
9 13 (6.16%) ActiveMQ
10 12 (5.69%) HTML5
10 12 (5.69%) J2SE
10 12 (5.69%) RAML
11 11 (5.21%) JSON
11 11 (5.21%) Node.js
12 10 (4.74%) J2EE
12 10 (4.74%) Java SE
Miscellaneous
1 23 (10.90%) Data Centre
2 16 (7.58%) Computer Science
3 14 (6.64%) Public Cloud
4 11 (5.21%) Analytical Skills
4 11 (5.21%) Linux Command Line
5 10 (4.74%) Clustering
6 9 (4.27%) Replication
7 8 (3.79%) BBC
7 8 (3.79%) Management Information System
8 6 (2.84%) Enterprise Software
8 6 (2.84%) Fintech
8 6 (2.84%) Greenfield Project
8 6 (2.84%) Private Cloud
9 4 (1.90%) PMI
9 4 (1.90%) Self-Motivation
9 4 (1.90%) User Experience
10 3 (1.42%) Blog
10 3 (1.42%) Hybrid Cloud
10 3 (1.42%) Virtual Team
11 2 (0.95%) Cloud Native
Operating Systems
1 115 (54.50%) Linux
2 53 (25.12%) Windows
3 38 (18.01%) Unix
4 31 (14.69%) Red Hat Enterprise Linux
5 24 (11.37%) CentOS
6 12 (5.69%) Windows Server
7 9 (4.27%) Ubuntu
8 5 (2.37%) Solaris
8 5 (2.37%) Windows Server 2008
8 5 (2.37%) Windows Server 2012
9 4 (1.90%) AIX
9 4 (1.90%) HPUX
9 4 (1.90%) Mac OS X
10 3 (1.42%) DC/OS
10 3 (1.42%) Windows Server 2003
11 2 (0.95%) Android
11 2 (0.95%) Apple iOS
12 1 (0.47%) Debian
12 1 (0.47%) VMS
12 1 (0.47%) Windows 8
Processes & Methodologies
1 75 (35.55%) DevOps
2 67 (31.75%) Agile Software Development
3 39 (18.48%) Continuous Integration
4 38 (18.01%) Software Engineering
5 37 (17.54%) Configuration Management
6 33 (15.64%) Scrum
7 29 (13.74%) Multithreading
8 26 (12.32%) Mentoring
9 24 (11.37%) ITIL
10 23 (10.90%) Business Intelligence
10 23 (10.90%) Infrastructure Engineering
10 23 (10.90%) Presales
10 23 (10.90%) TDD
11 22 (10.43%) Problem-Solving
11 22 (10.43%) SOA
12 20 (9.48%) Migration
13 19 (9.00%) BDD
13 19 (9.00%) Open Source
14 18 (8.53%) Analytics
14 18 (8.53%) Test Automation
Programming Languages
1 94 (44.55%) Java
2 87 (41.23%) Python
3 51 (24.17%) SQL
4 37 (17.54%) JavaScript
5 34 (16.11%) Java 8
6 33 (15.64%) Bash Shell
7 25 (11.85%) C#
8 21 (9.95%) Ruby
9 19 (9.00%) Perl
9 19 (9.00%) Shell Script
10 14 (6.64%) Scala
11 12 (5.69%) T-SQL
12 11 (5.21%) R
13 9 (4.27%) C
14 8 (3.79%) PowerShell
15 6 (2.84%) PHP
16 5 (2.37%) Go
17 4 (1.90%) C++
17 4 (1.90%) Objective-C
18 2 (0.95%) RPG
Qualifications
1 36 (17.06%) Degree
2 16 (7.58%) MCSE
2 16 (7.58%) Microsoft Certification
3 15 (7.11%) Computer Science Degree
4 14 (6.64%) MCSA
5 6 (2.84%) VMware Certified Professional (VCP)
6 4 (1.90%) ITIL Certification
6 4 (1.90%) Security Cleared
6 4 (1.90%) TOGAF Certification
7 3 (1.42%) AWS Certification
7 3 (1.42%) RHCE
7 3 (1.42%) SC Cleared
8 2 (0.95%) ISTQB
8 2 (0.95%) ISTQB Foundation Certification
8 2 (0.95%) MCITP
8 2 (0.95%) VCP6
9 1 (0.47%) CCIE
9 1 (0.47%) Cisco Certification
9 1 (0.47%) CISSP
9 1 (0.47%) CRISC
Quality Assurance & Compliance
1 25 (11.85%) QA
2 4 (1.90%) PMBOK
2 4 (1.90%) PSD2
3 3 (1.42%) COBIT
3 3 (1.42%) GDPR
3 3 (1.42%) ISO/IEC 27001
4 2 (0.95%) Data Quality
5 1 (0.47%) PCI DSS
5 1 (0.47%) Sarbanes-Oxley
System Software
1 38 (18.01%) Docker
2 36 (17.06%) VMware Infrastructure
3 21 (9.95%) Active Directory
4 17 (8.06%) Virtual Machines
5 13 (6.16%) HDFS
6 9 (4.27%) Hyper-V
7 7 (3.32%) Apache Flume
7 7 (3.32%) Samba
8 6 (2.84%) KVM
9 5 (2.37%) oVirt
10 4 (1.90%) Firmware
10 4 (1.90%) VirtualBox
10 4 (1.90%) VMware Server
11 3 (1.42%) vCloud
11 3 (1.42%) vSphere
12 2 (0.95%) Apache ZooKeeper
12 2 (0.95%) Xen
13 1 (0.47%) iptables
13 1 (0.47%) VMware ESXi
Systems Management
1 57 (27.01%) Ansible
2 44 (20.85%) Puppet
3 33 (15.64%) Opscode Chef
4 28 (13.27%) Terraform
5 21 (9.95%) Kubernetes
6 14 (6.64%) Kibana
7 12 (5.69%) Nagios
8 11 (5.21%) ZABBIX
9 10 (4.74%) CloudHub
10 9 (4.27%) Docker Swarm
11 8 (3.79%) Rundeck
12 7 (3.32%) Grafana
12 7 (3.32%) vRealize Orchestrator
13 6 (2.84%) Graylog
13 6 (2.84%) SCCM
14 5 (2.37%) rkt
14 5 (2.37%) Salt
15 4 (1.90%) Mesos
15 4 (1.90%) Microsoft Clustering
15 4 (1.90%) Rancher
Vendors
1 54 (25.59%) Oracle
2 45 (21.33%) Microsoft
3 39 (18.48%) VMware
4 35 (16.59%) Red Hat
5 22 (10.43%) Google
6 13 (6.16%) IBM
7 12 (5.69%) MuleSoft
8 10 (4.74%) HP
8 10 (4.74%) Salesforce.com
9 9 (4.27%) Tableau
10 8 (3.79%) Splunk
11 7 (3.32%) Centrify
11 7 (3.32%) Sitecore
12 6 (2.84%) Cisco
12 6 (2.84%) Cloudera
12 6 (2.84%) SAP
13 5 (2.37%) EMC
13 5 (2.37%) Hortonworks
13 5 (2.37%) NetApp
13 5 (2.37%) RapidMiner