Period
to 20 November 2017

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

Amazon Web Services (AWS)
Berkshire > Reading
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 23 53 116
Rank change year-on-year +30 +63 +86
Permanent jobs citing Amazon AWS 208 155 105
As % of all permanent IT jobs advertised in Reading 8.82% 4.50% 2.27%
As % of the Cloud Services category 39.62% 26.96% 18.32%
Number of salaries quoted 189 171 126
Reading median annual salary £52,500 £57,500 £45,000
Median salary % change year-on-year -8.70% +27.78% +12.50%
10th Percentile £34,750 £42,500 £37,500
90th Percentile £77,500 £67,500 £61,250
Berkshire median annual salary £55,000 £57,500 £50,000
% change year-on-year -4.35% +15.00% +4.17%

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 525 575 573
As % of all permanent IT jobs advertised in Reading 22.27% 16.70% 12.37%
Number of salaries quoted 423 470 428
Reading median annual salary £50,000 £55,000 £47,500
Median salary % change year-on-year -9.09% +15.79% -9.52%
10th Percentile £27,500 £35,000 £31,250
90th Percentile £75,000 £77,500 £69,125
Berkshire median annual salary £50,000 £55,000 £50,000
% change year-on-year -9.09% +10.00% -

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 November 2017.

Salary histogram for Amazon AWS in Reading

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

1 142 (68.27%) Linux
2 104 (50.00%) Python
3 90 (43.27%) DevOps
4 80 (38.46%) Windows
5 75 (36.06%) Java
6 74 (35.58%) Microsoft Azure
7 70 (33.65%) Agile Software Development
8 64 (30.77%) Puppet
9 63 (30.29%) Perl
10 62 (29.81%) Opscode Chef
11 61 (29.33%) Bash Shell
12 59 (28.37%) JavaScript
13 58 (27.88%) SaaS
14 55 (26.44%) Degree
15 52 (25.00%) Git (software)
15 52 (25.00%) Ansible
16 51 (24.52%) Continuous Integration
17 48 (23.08%) SQL
18 44 (21.15%) VMware
19 43 (20.67%) Docker
20 40 (19.23%) Unix
21 39 (18.75%) Internet
22 38 (18.27%) HTML
23 36 (17.31%) Red Hat
24 35 (16.83%) C#
24 35 (16.83%) CentOS
25 33 (15.87%) TCP/IP
26 32 (15.38%) CSS
26 32 (15.38%) Fintech
27 30 (14.42%) Kubernetes

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 24 (11.54%) OpenStack
2 13 (6.25%) Cloud Foundry
3 10 (4.81%) Elasticsearch
4 9 (4.33%) SharePoint
5 6 (2.88%) Apache Spark
6 5 (2.40%) IIS
6 5 (2.40%) JBoss
6 5 (2.40%) Tomcat
6 5 (2.40%) WebLogic
6 5 (2.40%) WebSphere
7 4 (1.92%) Apache Pig
8 3 (1.44%) Exchange Server 2013
8 3 (1.44%) Skype for Business
9 2 (0.96%) Apache
9 2 (0.96%) Apache Solr
9 2 (0.96%) Confluence
9 2 (0.96%) Exchange Server 2003
9 2 (0.96%) Exchange Server 2010
9 2 (0.96%) MS Exchange
9 2 (0.96%) Umbraco
Applications
1 1 (0.48%) Microsoft Excel
1 1 (0.48%) Microsoft Office
1 1 (0.48%) Microsoft PowerPoint
Cloud Services
1 74 (35.58%) Microsoft Azure
2 58 (27.88%) SaaS
3 14 (6.73%) IaaS
4 10 (4.81%) Amazon EC2
5 6 (2.88%) PaaS
6 5 (2.40%) Amazon S3
6 5 (2.40%) AWS CloudFormation
6 5 (2.40%) GitHub
6 5 (2.40%) Office 365
7 4 (1.92%) Amazon EMR
7 4 (1.92%) Google Cloud Platform
8 2 (0.96%) OpenShift
8 2 (0.96%) Route 53
9 1 (0.48%) Amazon ELB
9 1 (0.48%) Amazon SQS
9 1 (0.48%) AWS Elastic Beanstalk
9 1 (0.48%) AWS Lambda
9 1 (0.48%) Azure Active Directory
9 1 (0.48%) Cloud Computing
9 1 (0.48%) Virtual Private Cloud
Communications & Networking
1 39 (18.75%) Internet
2 33 (15.87%) TCP/IP
3 20 (9.62%) HTTP
4 18 (8.65%) Firewall
5 17 (8.17%) DNS
6 15 (7.21%) VPN
7 14 (6.73%) IPsec
8 13 (6.25%) SSL
9 11 (5.29%) SAN
10 9 (4.33%) DHCP
10 9 (4.33%) VLAN
11 8 (3.85%) BGP
12 5 (2.40%) EIGRP
12 5 (2.40%) LAN
12 5 (2.40%) LDAP
12 5 (2.40%) OSPF
12 5 (2.40%) VoIP
12 5 (2.40%) WAN
13 4 (1.92%) RIP
13 4 (1.92%) SMTP
Database & Business Intelligence
1 26 (12.50%) NoSQL
2 21 (10.10%) MongoDB
3 20 (9.62%) HBase
4 16 (7.69%) SQL Server
5 14 (6.73%) Relational Database
6 12 (5.77%) Big Data
7 10 (4.81%) Hadoop
8 8 (3.85%) MySQL
8 8 (3.85%) RDBMS
9 7 (3.37%) Apache Cassandra
9 7 (3.37%) Redis
10 6 (2.88%) PostgreSQL
11 4 (1.92%) Apache Hive
11 4 (1.92%) Data Warehouse
11 4 (1.92%) QlikView
11 4 (1.92%) SQL Server 2008
11 4 (1.92%) SQL Server Analysis Services
11 4 (1.92%) SQL Server Integration Services
11 4 (1.92%) Sqoop
11 4 (1.92%) Star Schema
Development Applications
1 52 (25.00%) Git (software)
2 24 (11.54%) Jenkins
3 13 (6.25%) Maven
4 10 (4.81%) Subversion
5 8 (3.85%) Selenium
6 7 (3.37%) Ant
6 7 (3.37%) Bitbucket
6 7 (3.37%) JIRA
7 6 (2.88%) Cucumber
7 6 (2.88%) Eclipse
7 6 (2.88%) Gatling
7 6 (2.88%) IntelliJ
7 6 (2.88%) JMeter
7 6 (2.88%) LoadRunner
7 6 (2.88%) NetBeans
7 6 (2.88%) TestLink
7 6 (2.88%) Vagrant
7 6 (2.88%) WebDriver
8 5 (2.40%) Atlassian Bamboo
9 4 (1.92%) GitLab
General
1 24 (11.54%) Finance
2 15 (7.21%) Banking
2 15 (7.21%) Retail
3 6 (2.88%) Telecoms
4 4 (1.92%) Marketing
5 2 (0.96%) Advertising
6 1 (0.48%) Back Office
6 1 (0.48%) Front Office
6 1 (0.48%) Legal
6 1 (0.48%) Music Industry
Job Titles
1 56 (26.92%) Developer
2 40 (19.23%) DevOps Engineer
3 29 (13.94%) Linux Engineer
4 28 (13.46%) AWS Engineer
5 27 (12.98%) Architect
6 26 (12.50%) Cloud Engineer
7 25 (12.02%) AWS DevOps
8 24 (11.54%) AWS DevOps Engineer
9 22 (10.58%) Linux/Unix DevOps
10 18 (8.65%) Java Developer
11 17 (8.17%) Support Engineer
12 15 (7.21%) Linux Support
12 15 (7.21%) Linux Support Engineer
12 15 (7.21%) Senior Developer
13 14 (6.73%) Linux DevOps Engineer
13 14 (6.73%) Senior Java Developer
14 13 (6.25%) Platform Engineer
14 13 (6.25%) Platform Support Engineer
15 12 (5.77%) Junior
15 12 (5.77%) Systems Engineer
Libraries, Frameworks & Software Standards
1 38 (18.27%) HTML
2 32 (15.38%) CSS
3 26 (12.50%) REST
4 21 (10.10%) JSON
4 21 (10.10%) Node.js
5 19 (9.13%) Web Services
6 14 (6.73%) .NET
7 13 (6.25%) AngularJS
7 13 (6.25%) Twitter Bootstrap
8 9 (4.33%) ASP.NET
8 9 (4.33%) jQuery
8 9 (4.33%) Spring
9 7 (3.37%) RabbitMQ
9 7 (3.37%) SOAP
10 6 (2.88%) Celery
10 6 (2.88%) D3.js
10 6 (2.88%) Django
10 6 (2.88%) RESTful
11 5 (2.40%) .NET Framework
12 4 (1.92%) XML
Miscellaneous
1 32 (15.38%) Fintech
2 27 (12.98%) Data Centre
3 25 (12.02%) Computer Science
4 20 (9.62%) Analytical Skills
5 15 (7.21%) Public Cloud
6 14 (6.73%) Private Cloud
7 9 (4.33%) Enterprise Software
7 9 (4.33%) N-Tier
8 7 (3.37%) Clustering
8 7 (3.37%) Mobile App
9 6 (2.88%) iPad
9 6 (2.88%) User Experience
10 5 (2.40%) Client/Server
10 5 (2.40%) Hybrid Cloud
11 4 (1.92%) Replication
12 3 (1.44%) Management Information System
13 2 (0.96%) Greenfield Project
13 2 (0.96%) Virtual Team
14 1 (0.48%) Driving Licence
14 1 (0.48%) Smartphone
Operating Systems
1 142 (68.27%) Linux
2 80 (38.46%) Windows
3 40 (19.23%) Unix
4 35 (16.83%) CentOS
5 29 (13.94%) Red Hat Enterprise Linux
6 19 (9.13%) Ubuntu
7 9 (4.33%) Windows Server 2012
8 8 (3.85%) Windows Server
8 8 (3.85%) Windows Server 2003
9 5 (2.40%) Windows 10
10 4 (1.92%) Windows 7
11 2 (0.96%) Debian
11 2 (0.96%) Kali Linux
11 2 (0.96%) Oracle Linux
11 2 (0.96%) Windows 8
11 2 (0.96%) Windows Server 2008
12 1 (0.48%) Android
12 1 (0.48%) Apple iOS
12 1 (0.48%) Fedora
12 1 (0.48%) VMS
Processes & Methodologies
1 90 (43.27%) DevOps
2 70 (33.65%) Agile Software Development
3 51 (24.52%) Continuous Integration
4 23 (11.06%) Microservices
4 23 (11.06%) Migration
5 20 (9.62%) Test Automation
6 19 (9.13%) High Availability
7 18 (8.65%) ITIL
8 17 (8.17%) Release Management
9 16 (7.69%) OO
9 16 (7.69%) Open Source
10 15 (7.21%) Performance Tuning
11 14 (6.73%) API Integration
11 14 (6.73%) Mentoring
12 13 (6.25%) Data Management
12 13 (6.25%) Identity Management
12 13 (6.25%) Scrum
12 13 (6.25%) TDD
13 12 (5.77%) Continuous Improvement
14 11 (5.29%) Analytics
Programming Languages
1 104 (50.00%) Python
2 75 (36.06%) Java
3 63 (30.29%) Perl
4 61 (29.33%) Bash Shell
5 59 (28.37%) JavaScript
6 48 (23.08%) SQL
7 35 (16.83%) C#
8 29 (13.94%) C++
9 22 (10.58%) PowerShell
10 17 (8.17%) R
10 17 (8.17%) Tcl
11 9 (4.33%) Go
12 8 (3.85%) Scala
13 5 (2.40%) TypeScript
14 4 (1.92%) Shell Script
15 3 (1.44%) C
15 3 (1.44%) Ruby
16 2 (0.96%) T-SQL
17 1 (0.48%) Jython
Qualifications
1 55 (26.44%) Degree
2 29 (13.94%) AWS Certification
3 24 (11.54%) Computer Science Degree
4 8 (3.85%) Master's Degree
5 7 (3.37%) Microsoft Certification
6 3 (1.44%) Cisco Certification
6 3 (1.44%) ISEB
6 3 (1.44%) ISTQB
6 3 (1.44%) MCSE
7 2 (0.96%) CCIE
8 1 (0.48%) CCNA
8 1 (0.48%) HND
8 1 (0.48%) MCP
Quality Assurance & Compliance
1 8 (3.85%) QA
2 6 (2.88%) SLA
3 5 (2.40%) ISO/IEC 27001
4 4 (1.92%) Data Quality
4 4 (1.92%) ISO 22301
4 4 (1.92%) ISO 9001
4 4 (1.92%) PCI DSS
5 1 (0.48%) COBIT
5 1 (0.48%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
System Software
1 43 (20.67%) Docker
2 27 (12.98%) Active Directory
3 21 (10.10%) HDFS
4 18 (8.65%) Hyper-V
4 18 (8.65%) VMware Infrastructure
5 9 (4.33%) vSphere
6 6 (2.88%) VMware ESXi
7 4 (1.92%) Apache Flume
8 2 (0.96%) KVM
8 2 (0.96%) Virtual Servers
8 2 (0.96%) VirtualBox
Systems Management
1 64 (30.77%) Puppet
2 62 (29.81%) Opscode Chef
3 52 (25.00%) Ansible
4 30 (14.42%) Kubernetes
5 27 (12.98%) Terraform
6 10 (4.81%) Nagios
7 7 (3.37%) Salt
8 5 (2.40%) SCCM
9 4 (1.92%) Oozie
10 3 (1.44%) Failover Clustering
10 3 (1.44%) HP Quality Center
10 3 (1.44%) Microsoft Intune
10 3 (1.44%) Opsview
10 3 (1.44%) Symantec Enterprise Vault
10 3 (1.44%) vMotion
10 3 (1.44%) WMI
10 3 (1.44%) WSUS
11 2 (0.96%) Nessus
11 2 (0.96%) Nmap
11 2 (0.96%) rkt
Vendors
1 44 (21.15%) VMware
2 36 (17.31%) Red Hat
3 26 (12.50%) Microsoft
4 19 (9.13%) ServiceNow
5 15 (7.21%) Oracle
6 12 (5.77%) Google
7 8 (3.85%) Juniper
7 8 (3.85%) Rackspace
8 6 (2.88%) Cisco
8 6 (2.88%) Citrix
9 5 (2.40%) CheckPoint
9 5 (2.40%) Veeam
10 4 (1.92%) AppDynamics
10 4 (1.92%) Cloudera
10 4 (1.92%) F5
10 4 (1.92%) New Relic
10 4 (1.92%) Tableau
11 3 (1.44%) Barracuda Networks
11 3 (1.44%) Kaspersky
11 3 (1.44%) Splunk