Period
to 17 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Berkshire 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 17 November 2017 with a comparison to the same period in the previous 2 years.

Amazon Web Services (AWS)
South East > Berkshire
6 months to
17 Nov 2017
Same period 2016 Same period 2015
Rank 33 72 157
Rank change year-on-year +39 +85 +124
Permanent jobs citing Amazon AWS 416 317 203
As % of all permanent IT jobs advertised in Berkshire 6.58% 3.64% 1.84%
As % of the Cloud Services category 35.53% 25.22% 17.29%
Number of salaries quoted 338 290 221
Berkshire median annual salary £55,000 £57,500 £50,000
Median salary % change year-on-year -4.35% +15.00% +2.04%
10th Percentile £33,113 £42,450 £37,500
90th Percentile £80,000 £75,000 £75,000
South East median annual salary £55,000 £54,000 £52,500
% change year-on-year +1.85% +2.86% +10.53%

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 Berkshire with a requirement for cloud computing skills.

All Cloud Skills
Berkshire
Permanent vacancies with a requirement for cloud computing skills 1171 1257 1174
As % of all permanent IT jobs advertised in Berkshire 18.53% 14.42% 10.63%
Number of salaries quoted 896 1018 926
Berkshire median annual salary £50,000 £55,000 £50,000
Median salary % change year-on-year -9.09% +10.00% -
10th Percentile £27,500 £33,750 £31,250
90th Percentile £75,000 £75,000 £75,000
South East median annual salary £47,500 £47,500 £45,000
% change year-on-year - +5.56% -

Amazon AWS
Job Vacancy Trend in Berkshire

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

Job vacancy trend for Amazon AWS in Berkshire

Amazon AWS
Salary Trend in Berkshire

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

Salary trend for Amazon AWS in Berkshire

Amazon AWS
Salary Histogram in Berkshire

The salary distribution of IT jobs citing Amazon AWS in Berkshire over the 6 months to 17 November 2017.

Salary histogram for Amazon AWS in Berkshire

Amazon AWS
Job Locations in Berkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Amazon AWS within the Berkshire region over the 6 months to 17 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Reading +33 206 £50,000 -13.04% 12
Newbury +28 58 £47,500 -
Slough +10 52 £52,500 -23.64% 2
Maidenhead +14 33 £50,000 -9.09% 1
Thatcham +4 6 £60,000 +20.00%
Bracknell +5 5 £72,500 +23.40% 2
Wokingham - 4 £45,000 -
Ascot -30 1 £57,500 +57.53%
Amazon AWS
South East

For the 6 months to 17 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 Berkshire region with a requirement for Amazon AWS.

1 211 (50.72%) Linux
2 186 (44.71%) Java
3 164 (39.42%) Python
4 161 (38.70%) DevOps
5 155 (37.26%) Microsoft Azure
6 148 (35.58%) Continuous Integration
7 141 (33.89%) Agile Software Development
8 118 (28.37%) JavaScript
9 110 (26.44%) SQL
10 106 (25.48%) Windows
10 106 (25.48%) Puppet
11 99 (23.80%) Opscode Chef
12 98 (23.56%) Web Services
13 95 (22.84%) Bash Shell
14 85 (20.43%) Git (software)
15 84 (20.19%) TDD
16 82 (19.71%) HTML
17 77 (18.51%) Finance
17 77 (18.51%) CSS
17 77 (18.51%) Degree
18 76 (18.27%) Perl
18 76 (18.27%) Docker
19 75 (18.03%) Ansible
20 73 (17.55%) SaaS
21 72 (17.31%) VMware
22 71 (17.07%) NoSQL
23 70 (16.83%) MySQL
24 69 (16.59%) Spring
25 65 (15.63%) Jenkins
26 59 (14.18%) High Availability

Amazon AWS
Co-occurring IT Skills in Berkshire 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 28 (6.73%) OpenStack
2 27 (6.49%) Apache
3 16 (3.85%) Cloud Foundry
4 13 (3.13%) Elasticsearch
5 10 (2.40%) SharePoint
6 7 (1.68%) Confluence
7 6 (1.44%) Apache Spark
7 6 (1.44%) IIS
7 6 (1.44%) Tomcat
8 5 (1.20%) WebLogic
8 5 (1.20%) WebSphere
9 4 (0.96%) Apache Pig
9 4 (0.96%) JBoss
9 4 (0.96%) Skype for Business
10 3 (0.72%) Apache Solr
10 3 (0.72%) Exchange Server 2013
11 2 (0.48%) Exchange Server 2003
11 2 (0.48%) Exchange Server 2010
11 2 (0.48%) Oracle Service Bus
11 2 (0.48%) Umbraco
Applications
1 4 (0.96%) Microsoft Excel
2 3 (0.72%) Microsoft Office
3 1 (0.24%) Microsoft PowerPoint
3 1 (0.24%) MS Visio
Business Applications
1 2 (0.48%) Hyperion Planning
1 2 (0.48%) Oracle ERP
Cloud Services
1 155 (37.26%) Microsoft Azure
2 73 (17.55%) SaaS
3 36 (8.65%) Amazon SQS
4 26 (6.25%) Amazon EC2
5 21 (5.05%) Amazon S3
5 21 (5.05%) PaaS
6 20 (4.81%) IaaS
7 18 (4.33%) Route 53
8 17 (4.09%) Cloud Computing
9 15 (3.61%) Amazon ELB
10 12 (2.88%) GitHub
11 11 (2.64%) Office 365
12 8 (1.92%) Google Cloud Platform
13 5 (1.20%) AWS CloudFormation
14 4 (0.96%) Amazon EMR
14 4 (0.96%) Virtual Private Cloud
15 3 (0.72%) Slack
16 2 (0.48%) IBM Cloud
16 2 (0.48%) OpenShift
16 2 (0.48%) SoftLayer
Communications & Networking
1 53 (12.74%) Firewall
2 46 (11.06%) Internet
3 36 (8.65%) AMQP
4 35 (8.41%) TCP/IP
5 31 (7.45%) VPN
6 27 (6.49%) HTTP
6 27 (6.49%) SSL
7 25 (6.01%) DNS
8 19 (4.57%) FTP
8 19 (4.57%) IPsec
8 19 (4.57%) LAN
8 19 (4.57%) WAN
9 16 (3.85%) BGP
9 16 (3.85%) SNMP
10 14 (3.37%) VLAN
11 13 (3.13%) OSPF
12 12 (2.88%) Cisco ASA
12 12 (2.88%) SAN
13 10 (2.40%) DHCP
13 10 (2.40%) EIGRP
Database & Business Intelligence
1 71 (17.07%) NoSQL
2 70 (16.83%) MySQL
3 43 (10.34%) Apache Cassandra
4 36 (8.65%) Amazon DynamoDB
5 30 (7.21%) SQL Server
6 26 (6.25%) MongoDB
7 21 (5.05%) HBase
7 21 (5.05%) Relational Database
8 16 (3.85%) Big Data
9 14 (3.37%) Amazon RDS
10 13 (3.13%) DB2
11 12 (2.88%) PostgreSQL
12 10 (2.40%) Hadoop
13 8 (1.92%) RDBMS
14 7 (1.68%) Redis
15 5 (1.20%) Data Warehouse
15 5 (1.20%) Power BI
16 4 (0.96%) Apache Hive
16 4 (0.96%) SQL Server 2008
16 4 (0.96%) Star Schema
Development Applications
1 85 (20.43%) Git (software)
2 65 (15.63%) Jenkins
3 40 (9.62%) Maven
4 37 (8.89%) JUnit
5 36 (8.65%) JIRA
6 21 (5.05%) Ant
6 21 (5.05%) Subversion
7 16 (3.85%) Gradle
8 15 (3.61%) Eclipse
8 15 (3.61%) Selenium
9 13 (3.13%) Cucumber
9 13 (3.13%) gulp
9 13 (3.13%) Sonatype Nexus
9 13 (3.13%) Toad
10 9 (2.16%) Protractor
11 8 (1.92%) Vagrant
12 7 (1.68%) Bitbucket
13 6 (1.44%) Jasmine
13 6 (1.44%) PhantomJS
13 6 (1.44%) TestLink
General
1 77 (18.51%) Finance
2 47 (11.30%) Telecoms
3 44 (10.58%) Marketing
4 38 (9.13%) Electronics
4 38 (9.13%) Manufacturing
5 35 (8.41%) Retail
6 17 (4.09%) Banking
7 8 (1.92%) Legal
7 8 (1.92%) Pharmaceutical
8 6 (1.44%) Music Industry
9 2 (0.48%) Advertising
9 2 (0.48%) Publishing
10 1 (0.24%) Back Office
10 1 (0.24%) Front Office
Job Titles
1 148 (35.58%) Developer
2 81 (19.47%) Java Developer
3 75 (18.03%) DevOps Engineer
4 69 (16.59%) Senior Developer
5 68 (16.35%) Senior Java Developer
6 53 (12.74%) Architect
7 42 (10.10%) Cloud Engineer
8 34 (8.17%) AWS Engineer
9 31 (7.45%) Linux Engineer
10 30 (7.21%) AWS DevOps
10 30 (7.21%) Full Stack Developer
10 30 (7.21%) JavaScript Developer
11 29 (6.97%) Linux/Unix DevOps
12 28 (6.73%) AWS DevOps Engineer
13 25 (6.01%) Senior Full Stack Developer
14 21 (5.05%) Support Engineer
15 19 (4.57%) AWS Architect
15 19 (4.57%) Solutions Architect
16 17 (4.09%) Consultant
16 17 (4.09%) Software Developer
Libraries, Frameworks & Software Standards
1 98 (23.56%) Web Services
2 82 (19.71%) HTML
3 77 (18.51%) CSS
4 69 (16.59%) Spring
5 57 (13.70%) AngularJS
6 49 (11.78%) Node.js
7 47 (11.30%) RESTful
8 44 (10.58%) RabbitMQ
9 43 (10.34%) REST
10 41 (9.86%) JSON
11 32 (7.69%) .NET
12 26 (6.25%) React
13 25 (6.01%) XML
14 24 (5.77%) HTML5
14 24 (5.77%) Twitter Bootstrap
15 21 (5.05%) jQuery
16 20 (4.81%) ASP.NET
17 16 (3.85%) LAMP
18 12 (2.88%) Kafka
18 12 (2.88%) Sass
Miscellaneous
1 55 (13.22%) Enterprise Software
2 51 (12.26%) Analytical Skills
3 39 (9.38%) Computer Science
4 37 (8.89%) Data Centre
5 33 (7.93%) Fintech
6 27 (6.49%) Public Cloud
7 20 (4.81%) Private Cloud
8 19 (4.57%) User Experience
9 15 (3.61%) Hybrid Cloud
10 13 (3.13%) Clustering
11 10 (2.40%) Management Information System
12 9 (2.16%) N-Tier
12 9 (2.16%) Virtual Team
13 7 (1.68%) Mobile App
14 6 (1.44%) iPad
14 6 (1.44%) Replication
15 5 (1.20%) Client/Server
16 4 (0.96%) Greenfield Project
17 2 (0.48%) Algorithms
18 1 (0.24%) Data Structures
Operating Systems
1 211 (50.72%) Linux
2 106 (25.48%) Windows
3 55 (13.22%) Red Hat Enterprise Linux
4 51 (12.26%) Unix
5 46 (11.06%) CentOS
6 20 (4.81%) Ubuntu
7 16 (3.85%) Windows Server
8 12 (2.88%) Windows Server 2012
9 10 (2.40%) Android
9 10 (2.40%) Apple iOS
10 9 (2.16%) Windows Mobile
11 8 (1.92%) Windows Server 2003
12 6 (1.44%) Windows 10
13 5 (1.20%) Debian
13 5 (1.20%) Windows Server 2008
14 4 (0.96%) Oracle Linux
14 4 (0.96%) Windows 7
15 2 (0.48%) DC/OS
15 2 (0.48%) Kali Linux
15 2 (0.48%) Windows 8
Processes & Methodologies
1 161 (38.70%) DevOps
2 148 (35.58%) Continuous Integration
3 141 (33.89%) Agile Software Development
4 84 (20.19%) TDD
5 59 (14.18%) High Availability
6 54 (12.98%) Migration
7 50 (12.02%) Microservices
8 49 (11.78%) BDD
8 49 (11.78%) ITIL
9 44 (10.58%) Business Intelligence
10 40 (9.62%) Digital Marketing
11 39 (9.38%) Scrum
12 38 (9.13%) Programme Management
13 37 (8.89%) Test Automation
14 32 (7.69%) OO
15 31 (7.45%) Mentoring
15 31 (7.45%) Open Source
15 31 (7.45%) Software Engineering
16 24 (5.77%) E-Commerce
17 22 (5.29%) MVC
Programming Languages
1 186 (44.71%) Java
2 164 (39.42%) Python
3 118 (28.37%) JavaScript
4 110 (26.44%) SQL
5 95 (22.84%) Bash Shell
6 76 (18.27%) Perl
7 57 (13.70%) PowerShell
8 47 (11.30%) C#
9 43 (10.34%) Ruby
10 39 (9.38%) C++
11 35 (8.41%) PHP
12 17 (4.09%) R
12 17 (4.09%) Tcl
13 11 (2.64%) Go
14 9 (2.16%) Scala
15 8 (1.92%) Groovy
16 5 (1.20%) Shell Script
16 5 (1.20%) TypeScript
17 3 (0.72%) C
18 2 (0.48%) T-SQL
Qualifications
1 77 (18.51%) Degree
2 40 (9.62%) Computer Science Degree
3 29 (6.97%) AWS Certification
4 15 (3.61%) Cisco Certification
5 10 (2.40%) CCIE
6 9 (2.16%) Microsoft Certification
7 8 (1.92%) ITIL Certification
7 8 (1.92%) Master's Degree
8 5 (1.20%) CCNA
8 5 (1.20%) MCSE
9 4 (0.96%) CCNP
10 3 (0.72%) ISEB
10 3 (0.72%) ISTQB
10 3 (0.72%) Security Cleared
11 1 (0.24%) HND
11 1 (0.24%) MCP
11 1 (0.24%) MCSD
11 1 (0.24%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 14 (3.37%) QA
2 7 (1.68%) ISO/IEC 27001
2 7 (1.68%) SLA
3 5 (1.20%) PCI DSS
4 4 (0.96%) Data Quality
4 4 (0.96%) ISO 22301
4 4 (0.96%) ISO 9001
4 4 (0.96%) ISO/IEC 20000
5 3 (0.72%) COBIT
6 1 (0.24%) GCP
6 1 (0.24%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
System Software
1 76 (18.27%) Docker
2 42 (10.10%) VMware Infrastructure
3 34 (8.17%) Active Directory
4 31 (7.45%) Hyper-V
5 21 (5.05%) HDFS
6 10 (2.40%) vSphere
7 8 (1.92%) VMware ESXi
8 5 (1.20%) KVM
9 4 (0.96%) Apache Flume
9 4 (0.96%) Virtual Servers
10 2 (0.48%) VirtualBox
11 1 (0.24%) Apache ZooKeeper
11 1 (0.24%) oVirt
11 1 (0.24%) VMware Server
11 1 (0.24%) XenApp
Systems Management
1 106 (25.48%) Puppet
2 99 (23.80%) Opscode Chef
3 75 (18.03%) Ansible
4 44 (10.58%) Kubernetes
5 33 (7.93%) Terraform
6 10 (2.40%) Nagios
7 9 (2.16%) Salt
8 6 (1.44%) Docker Swarm
8 6 (1.44%) SCCM
9 4 (0.96%) Microsoft Clustering
9 4 (0.96%) Microsoft Intune
9 4 (0.96%) Oozie
9 4 (0.96%) WSUS
10 3 (0.72%) Failover Clustering
10 3 (0.72%) HP Quality Center
10 3 (0.72%) Opsview
10 3 (0.72%) SCOM
10 3 (0.72%) Symantec Enterprise Vault
10 3 (0.72%) vMotion
10 3 (0.72%) WMI
Vendors
1 72 (17.31%) VMware
2 54 (12.98%) Red Hat
3 48 (11.54%) Microsoft
4 45 (10.82%) Oracle
5 43 (10.34%) SAP
6 20 (4.81%) Cisco
7 19 (4.57%) ServiceNow
8 16 (3.85%) Google
9 13 (3.13%) Juniper
10 11 (2.64%) CA
10 11 (2.64%) CheckPoint
11 9 (2.16%) F5
12 8 (1.92%) Rackspace
13 7 (1.68%) Citrix
14 5 (1.20%) Veeam
15 4 (0.96%) HP
15 4 (0.96%) IBM
15 4 (0.96%) NetApp
15 4 (0.96%) Splunk
15 4 (0.96%) Tableau