Period
to 23 October 2018

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

Amazon Web Services (AWS)
South East > Berkshire
6 months to
23 Oct 2018
Same period 2017 Same period 2016
Rank 26 32 69
Rank change year-on-year +6 +37 +97
Permanent jobs citing Amazon AWS 504 422 311
As % of all permanent IT jobs advertised in Berkshire 8.02% 6.87% 3.62%
As % of the Cloud Services category 32.75% 38.19% 25.28%
Number of salaries quoted 425 343 303
Berkshire median annual salary £57,500 £55,000 £57,500
Median salary % change year-on-year +4.55% -4.35% +15.00%
10th Percentile £40,000 £33,375 £41,250
90th Percentile £90,000 £77,250 £72,500
South East median annual salary £55,000 £55,000 £52,500
% change year-on-year - +4.76% -

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 1,539 1,105 1,230
As % of all permanent IT jobs advertised in Berkshire 24.49% 17.99% 14.30%
Number of salaries quoted 1,197 855 1,007
Berkshire median annual salary £55,000 £50,000 £52,500
Median salary % change year-on-year +10.00% -4.76% +5.00%
10th Percentile £28,750 £27,500 £33,550
90th Percentile £79,550 £74,500 £75,400
South East median annual salary £50,000 £47,500 £47,500
% change year-on-year +5.26% - +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 23 October 2018.

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 23 October 2018. 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 +3 219 £60,000 +20.00% 41
Bracknell +46 80 £56,000 -22.76% 11
Maidenhead -8 74 £55,000 +10.00% 3
Newbury -1 44 £57,500 +21.05% 9
Slough -17 36 £55,000 -6.38% 9
Wokingham +9 3 £57,500 +27.78% 3
Windsor - 3 £80,000 - 1
Thatcham +6 2 £45,000 -25.00%
Amazon AWS
South East

For the 6 months to 23 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 Berkshire region with a requirement for Amazon AWS.

1 247 (49.01%) Microsoft Azure
2 197 (39.09%) Linux
3 195 (38.69%) Java
4 180 (35.71%) Agile Software Development
5 167 (33.13%) DevOps
6 148 (29.37%) Python
7 133 (26.39%) Jenkins
8 118 (23.41%) SQL
9 115 (22.82%) VMware
10 114 (22.62%) JavaScript
11 113 (22.42%) Windows
11 113 (22.42%) Microsoft
12 110 (21.83%) Git (software)
13 104 (20.63%) Continuous Integration
14 100 (19.84%) Relational Database
15 99 (19.64%) SQL Server
16 96 (19.05%) RDBMS
17 94 (18.65%) Web Services
18 90 (17.86%) VMware Infrastructure
19 89 (17.66%) Scrum
19 89 (17.66%) Docker
20 88 (17.46%) Puppet
21 81 (16.07%) NoSQL
22 78 (15.48%) Ansible
22 78 (15.48%) Oracle
23 75 (14.88%) Active Directory
24 74 (14.68%) Degree
25 72 (14.29%) Spring
25 72 (14.29%) AngularJS
26 71 (14.09%) HTML

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 37 (7.34%) Tomcat
2 31 (6.15%) Elasticsearch
3 23 (4.56%) Apache
4 20 (3.97%) Oracle SOA Suite
5 19 (3.77%) Confluence
6 15 (2.98%) OpenStack
7 13 (2.58%) IIS
8 12 (2.38%) Apache Spark
8 12 (2.38%) MS Exchange
9 11 (2.18%) CMS
9 11 (2.18%) JBoss
9 11 (2.18%) nginx
9 11 (2.18%) Umbraco
10 10 (1.98%) Anypoint
10 10 (1.98%) Mule
10 10 (1.98%) Mule ESB
11 9 (1.79%) Sitecore CMS
12 6 (1.19%) EPiServer
12 6 (1.19%) IPython
12 6 (1.19%) SharePoint
Applications
1 20 (3.97%) Microsoft Office
2 6 (1.19%) MS Visio
3 4 (0.79%) Microsoft Project
Business Applications
1 5 (0.99%) NetSuite
2 4 (0.79%) TRIRIGA
3 1 (0.20%) Distributed Ledger
3 1 (0.20%) Dynamics AX
Cloud Services
1 247 (49.01%) Microsoft Azure
2 62 (12.30%) Office 365
3 58 (11.51%) Amazon EC2
4 54 (10.71%) Serverless
5 48 (9.52%) Amazon S3
6 44 (8.73%) SaaS
7 40 (7.94%) Google Cloud Platform
8 39 (7.74%) PaaS
9 32 (6.35%) AWS Lambda
9 32 (6.35%) IaaS
10 31 (6.15%) Amazon EMR
10 31 (6.15%) Amazon SQS
11 28 (5.56%) Amazon Kinesis
11 28 (5.56%) GitHub
12 25 (4.96%) Azure Active Directory
13 19 (3.77%) Cloud Computing
14 17 (3.37%) Virtual Private Cloud
15 15 (2.98%) IBM Cloud
16 11 (2.18%) Amazon ELB
16 11 (2.18%) AWS CloudFormation
Communications & Networking
1 41 (8.13%) Network Security
2 31 (6.15%) TCP/IP
3 29 (5.75%) Firewall
4 26 (5.16%) SAN
5 25 (4.96%) DNS
6 24 (4.76%) WAN
7 23 (4.56%) LAN
8 22 (4.37%) VPN
9 21 (4.17%) DHCP
10 13 (2.58%) Wireless
11 10 (1.98%) NAS
12 9 (1.79%) Fibre Channel
12 9 (1.79%) iSCSI
13 8 (1.59%) Internet
13 8 (1.59%) SSL
14 7 (1.39%) FCoE
14 7 (1.39%) HTTP
14 7 (1.39%) SNMP
15 6 (1.19%) VoIP
16 4 (0.79%) HTTPS
Database & Business Intelligence
1 100 (19.84%) Relational Database
2 99 (19.64%) SQL Server
3 96 (19.05%) RDBMS
4 81 (16.07%) NoSQL
5 67 (13.29%) MongoDB
5 67 (13.29%) PostgreSQL
6 57 (11.31%) Apache Cassandra
7 52 (10.32%) Amazon DynamoDB
8 47 (9.33%) MySQL
9 44 (8.73%) Big Data
10 42 (8.33%) Amazon RDS
11 27 (5.36%) Amazon Redshift
11 27 (5.36%) Cosmos DB
12 19 (3.77%) SQL Server Analysis Services
13 16 (3.17%) Amazon Aurora
13 16 (3.17%) Data Warehouse
14 15 (2.98%) Hadoop
15 13 (2.58%) HBase
16 11 (2.18%) Apache Hive
16 11 (2.18%) Power BI
Development Applications
1 133 (26.39%) Jenkins
2 110 (21.83%) Git (software)
3 61 (12.10%) Maven
4 51 (10.12%) Subversion
5 33 (6.55%) JIRA
6 32 (6.35%) Eclipse
7 30 (5.95%) Gradle
8 27 (5.36%) IntelliJ
9 20 (3.97%) Bitbucket
10 18 (3.57%) JUnit
11 17 (3.37%) Team Foundation Server
12 16 (3.17%) Sonatype Nexus
13 15 (2.98%) Mockito
14 12 (2.38%) CruiseControl
15 9 (1.79%) Atlassian Bamboo
15 9 (1.79%) Cucumber
15 9 (1.79%) TeamCity
15 9 (1.79%) Vagrant
16 7 (1.39%) gulp
17 6 (1.19%) GitLab
General
1 60 (11.90%) Finance
2 29 (5.75%) Telecoms
3 25 (4.96%) Banking
4 20 (3.97%) Retail
5 19 (3.77%) Marketing
6 17 (3.37%) Manufacturing
7 15 (2.98%) Electronics
8 8 (1.59%) German Language
8 8 (1.59%) Italian Language
9 7 (1.39%) Games
9 7 (1.39%) Pharmaceutical
9 7 (1.39%) Publishing
10 6 (1.19%) Legal
11 3 (0.60%) French Language
11 3 (0.60%) Portuguese Language
11 3 (0.60%) Spanish Language
12 2 (0.40%) Billing
13 1 (0.20%) Advertising
13 1 (0.20%) Automotive
Job Titles
1 132 (26.19%) Developer
2 98 (19.44%) Architect
3 85 (16.87%) DevOps Engineer
4 71 (14.09%) Java Developer
5 56 (11.11%) Cloud Architect
6 48 (9.52%) Solutions Architect
7 41 (8.13%) Infrastructure Engineer
8 35 (6.94%) Cloud Solutions Architect
9 30 (5.95%) AWS Developer
9 30 (5.95%) Lead Architect
10 27 (5.36%) Senior Developer
11 25 (4.96%) AWS Engineer
12 24 (4.76%) Linux Engineer
13 22 (4.37%) Java Engineer
14 21 (4.17%) Software Engineer
15 20 (3.97%) Lead Solutions Architect
16 18 (3.57%) Technical Architect
17 17 (3.37%) Senior Java Developer
17 17 (3.37%) Software Developer
17 17 (3.37%) Support Engineer
Libraries, Frameworks & Software Standards
1 94 (18.65%) Web Services
2 72 (14.29%) AngularJS
2 72 (14.29%) Spring
3 71 (14.09%) HTML
4 58 (11.51%) CSS
5 57 (11.31%) .NET
6 51 (10.12%) React
7 40 (7.94%) RESTful
8 39 (7.74%) HTML5
9 30 (5.95%) CSS3
10 29 (5.75%) ASP.NET
10 29 (5.75%) jQuery
10 29 (5.75%) REST
11 25 (4.96%) Node.js
11 25 (4.96%) XML
12 24 (4.76%) ASP.NET Web API
13 19 (3.77%) Hibernate
14 18 (3.57%) Elastic Stack
15 17 (3.37%) Kafka
15 17 (3.37%) SOAP
Miscellaneous
1 62 (12.30%) Data Centre
2 37 (7.34%) Analytical Skills
3 34 (6.75%) Computer Science
3 34 (6.75%) Enterprise Software
4 32 (6.35%) Greenfield Project
5 29 (5.75%) Public Cloud
6 24 (4.76%) Management Information System
7 19 (3.77%) Algorithms
8 17 (3.37%) Private Cloud
9 13 (2.58%) Clustering
9 13 (2.58%) Linux Command Line
10 11 (2.18%) PMI
11 10 (1.98%) Replication
11 10 (1.98%) User Experience
12 9 (1.79%) Fintech
12 9 (1.79%) Hybrid Cloud
13 8 (1.59%) BBC
13 8 (1.59%) EMC VMAX
14 7 (1.39%) Life Science
15 6 (1.19%) Self-Motivation
Operating Systems
1 197 (39.09%) Linux
2 113 (22.42%) Windows
3 56 (11.11%) Unix
4 50 (9.92%) Windows Server
5 36 (7.14%) Red Hat Enterprise Linux
6 33 (6.55%) CentOS
7 17 (3.37%) Ubuntu
8 15 (2.98%) Windows Server 2012
9 12 (2.38%) Windows Server 2008
10 6 (1.19%) Windows Server 2003
11 5 (0.99%) Solaris
11 5 (0.99%) Windows 10
12 4 (0.79%) AIX
12 4 (0.79%) Android
12 4 (0.79%) Apple iOS
12 4 (0.79%) HPUX
12 4 (0.79%) Mac OS X
13 3 (0.60%) DC/OS
14 2 (0.40%) Oracle Linux
15 1 (0.20%) Windows 8
Processes & Methodologies
1 180 (35.71%) Agile Software Development
2 167 (33.13%) DevOps
3 104 (20.63%) Continuous Integration
4 89 (17.66%) Scrum
5 65 (12.90%) Microservices
6 61 (12.10%) TDD
7 59 (11.71%) Test Automation
8 57 (11.31%) Software Engineering
9 56 (11.11%) Presales
10 54 (10.71%) BDD
11 49 (9.72%) Infrastructure Engineering
12 48 (9.52%) Kanban
13 47 (9.33%) Open Source
13 47 (9.33%) Project Management
14 46 (9.13%) Configuration Management
14 46 (9.13%) ITIL
15 43 (8.53%) Problem-Solving
16 39 (7.74%) Mentoring
16 39 (7.74%) MVC
17 38 (7.54%) Business Intelligence
Programming Languages
1 195 (38.69%) Java
2 148 (29.37%) Python
3 118 (23.41%) SQL
4 114 (22.62%) JavaScript
5 55 (10.91%) Java 8
6 54 (10.71%) Bash Shell
7 53 (10.52%) Scala
8 52 (10.32%) C#
9 35 (6.94%) Shell Script
10 30 (5.95%) PowerShell
11 25 (4.96%) Ruby
12 20 (3.97%) C++
12 20 (3.97%) Perl
13 18 (3.57%) C
13 18 (3.57%) Kotlin
14 17 (3.37%) PHP
15 16 (3.17%) PL/SQL
16 15 (2.98%) T-SQL
17 13 (2.58%) R
18 10 (1.98%) Go
Qualifications
1 74 (14.68%) Degree
2 42 (8.33%) MCSE
2 42 (8.33%) Microsoft Certification
3 31 (6.15%) MCSA
4 26 (5.16%) Computer Science Degree
5 22 (4.37%) Security Cleared
6 14 (2.78%) VMware Certified Professional (VCP)
7 13 (2.58%) ITIL Certification
8 10 (1.98%) Cisco Certification
9 9 (1.79%) CCIE
10 8 (1.59%) EMC Certification
10 8 (1.59%) PMI Certification
11 7 (1.39%) CCIE Data Center
11 7 (1.39%) CCIE Service Provider
11 7 (1.39%) CCNA
11 7 (1.39%) Master's Degree
11 7 (1.39%) MCSD
11 7 (1.39%) VCAP
11 7 (1.39%) VCDX
12 6 (1.19%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 37 (7.34%) QA
2 8 (1.59%) ISO/IEC 27001
3 7 (1.39%) GAMP
3 7 (1.39%) GDPR
4 5 (0.99%) PSD2
5 4 (0.79%) PMBOK
6 3 (0.60%) COBIT
6 3 (0.60%) PCI DSS
6 3 (0.60%) SLA
7 2 (0.40%) Data Quality
7 2 (0.40%) Sarbanes-Oxley
8 1 (0.20%) PMO
System Software
1 90 (17.86%) VMware Infrastructure
2 89 (17.66%) Docker
3 75 (14.88%) Active Directory
4 36 (7.14%) oVirt
5 31 (6.15%) RHEV
6 30 (5.95%) Hyper-V
7 21 (4.17%) Virtual Machines
8 13 (2.58%) HDFS
9 10 (1.98%) KVM
10 8 (1.59%) vSphere
11 7 (1.39%) Apache Flume
11 7 (1.39%) Samba
12 6 (1.19%) vCloud
12 6 (1.19%) Xen
13 4 (0.79%) Firmware
13 4 (0.79%) VirtualBox
13 4 (0.79%) VMware Server
13 4 (0.79%) XenServer
14 3 (0.60%) iptables
14 3 (0.60%) XenDesktop
Systems Management
1 88 (17.46%) Puppet
2 78 (15.48%) Ansible
3 65 (12.90%) Terraform
4 56 (11.11%) Kubernetes
5 41 (8.13%) Opscode Chef
6 19 (3.77%) Nagios
7 17 (3.37%) Kibana
8 12 (2.38%) Grafana
8 12 (2.38%) ZABBIX
9 10 (1.98%) CloudHub
9 10 (1.98%) Docker Swarm
10 8 (1.59%) Rundeck
11 7 (1.39%) Single Sign-On
11 7 (1.39%) vRealize Orchestrator
12 6 (1.19%) Graylog
12 6 (1.19%) Microsoft Clustering
12 6 (1.19%) SCCM
13 5 (0.99%) Icinga
13 5 (0.99%) NetBackup
13 5 (0.99%) rkt
Vendors
1 115 (22.82%) VMware
2 113 (22.42%) Microsoft
3 78 (15.48%) Oracle
4 50 (9.92%) Google
5 48 (9.52%) Red Hat
6 29 (5.75%) Cisco
7 27 (5.36%) SAP
8 19 (3.77%) IBM
9 18 (3.57%) Citrix
10 17 (3.37%) F5
10 17 (3.37%) Tableau
11 16 (3.17%) NetApp
11 16 (3.17%) Salesforce.com
11 16 (3.17%) Splunk
12 15 (2.98%) Atlassian
12 15 (2.98%) Dell
12 15 (2.98%) EMC
13 12 (2.38%) HP
13 12 (2.38%) MuleSoft
14 9 (1.79%) Sitecore