Period
to 17 December 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 17 December 2018 with a comparison to the same period in the previous 2 years.

Amazon Web Services (AWS)
South East > Berkshire
6 months to
17 Dec 2018
Same period 2017 Same period 2016
Rank 22 35 70
Rank change year-on-year +13 +35 +93
Permanent jobs citing Amazon AWS 523 402 317
As % of all permanent IT jobs advertised in Berkshire 8.69% 6.30% 3.80%
As % of the Cloud Services category 33.29% 34.07% 25.94%
Number of salaries quoted 445 342 289
Berkshire median annual salary £60,000 £57,500 £60,000
Median salary % change year-on-year +4.35% -4.17% +9.09%
10th Percentile £41,250 £32,588 £42,500
90th Percentile £87,500 £80,000 £75,000
South East median annual salary £55,000 £55,000 £54,000
% change year-on-year - +1.85% +2.86%

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 1,571 1,180 1,222
As % of all permanent IT jobs advertised in Berkshire 26.09% 18.50% 14.64%
Number of salaries quoted 1,183 912 983
Berkshire median annual salary £55,000 £50,000 £55,000
Median salary % change year-on-year +10.00% -9.09% +10.00%
10th Percentile £29,800 £27,500 £33,350
90th Percentile £80,000 £76,250 £77,500
South East median annual salary £50,000 £47,500 £50,000
% change year-on-year +5.26% -5.00% +11.11%

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 December 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 17 December 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 +6 253 £61,250 +6.52% 32
Bracknell +46 74 £60,000 -4.00% 10
Maidenhead -4 65 £55,000 +10.00% 8
Newbury +10 46 £55,000 -5.17% 9
Slough -21 32 £60,000 +50.00% 4
Wokingham +16 4 £57,500 +21.05%
Thatcham +5 2 £45,000 -0.55%
Windsor - 1 £80,000 -
Amazon AWS
South East

For the 6 months to 17 December 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.

1 265 (50.67%) Microsoft Azure
2 206 (39.39%) Java
3 199 (38.05%) Linux
4 178 (34.03%) Agile Software Development
5 176 (33.65%) DevOps
6 173 (33.08%) Python
7 133 (25.43%) Jenkins
8 129 (24.67%) JavaScript
9 127 (24.28%) SQL
9 127 (24.28%) Microsoft
10 114 (21.80%) Git (software)
10 114 (21.80%) Docker
11 105 (20.08%) Web Services
12 104 (19.89%) Continuous Integration
13 103 (19.69%) Relational Database
14 100 (19.12%) Puppet
15 99 (18.93%) VMware
16 98 (18.74%) RDBMS
17 92 (17.59%) Windows
17 92 (17.59%) Ansible
18 88 (16.83%) Google
19 86 (16.44%) AngularJS
20 83 (15.87%) SQL Server
20 83 (15.87%) Scrum
21 82 (15.68%) HTML
22 81 (15.49%) VMware Infrastructure
23 79 (15.11%) Terraform
24 78 (14.91%) Office 365
24 78 (14.91%) Active Directory
25 76 (14.53%) NoSQL

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 38 (7.27%) Elasticsearch
1 38 (7.27%) Tomcat
2 30 (5.74%) Apache
3 20 (3.82%) Confluence
4 18 (3.44%) IIS
5 13 (2.49%) Apache Spark
5 13 (2.49%) nginx
6 12 (2.29%) Oracle SOA Suite
7 11 (2.10%) Anypoint
7 11 (2.10%) CMS
7 11 (2.10%) Mule
7 11 (2.10%) Mule ESB
7 11 (2.10%) Umbraco
8 10 (1.91%) OpenStack
9 9 (1.72%) JBoss
9 9 (1.72%) MS Exchange
9 9 (1.72%) Sitecore CMS
10 7 (1.34%) Skype for Business
11 6 (1.15%) SharePoint
12 5 (0.96%) WebLogic
Applications
1 27 (5.16%) Microsoft Office
2 6 (1.15%) MS Visio
3 4 (0.76%) Microsoft Project
4 1 (0.19%) Microsoft Excel
Business Applications
1 1 (0.19%) Distributed Ledger
1 1 (0.19%) TRIRIGA
Cloud Services
1 265 (50.67%) Microsoft Azure
2 78 (14.91%) Office 365
3 69 (13.19%) SaaS
4 68 (13.00%) Amazon EC2
5 66 (12.62%) Serverless
6 60 (11.47%) Google Cloud Platform
7 57 (10.90%) Amazon S3
8 42 (8.03%) AWS Lambda
8 42 (8.03%) PaaS
9 40 (7.65%) Amazon SQS
10 39 (7.46%) Cloud Computing
11 38 (7.27%) Amazon EMR
12 36 (6.88%) Amazon Kinesis
13 35 (6.69%) IaaS
14 33 (6.31%) Azure Active Directory
15 29 (5.54%) GitHub
16 24 (4.59%) npm
17 22 (4.21%) IBM Cloud
18 15 (2.87%) Virtual Private Cloud
19 13 (2.49%) Amazon CloudWatch
Communications & Networking
1 44 (8.41%) Network Security
2 41 (7.84%) TCP/IP
3 32 (6.12%) DNS
3 32 (6.12%) Firewall
4 26 (4.97%) WAN
5 23 (4.40%) SAN
6 22 (4.21%) LAN
7 20 (3.82%) VPN
8 19 (3.63%) DHCP
9 14 (2.68%) Skype
10 12 (2.29%) H.323
11 11 (2.10%) Wireless
12 10 (1.91%) HTTP
13 9 (1.72%) Fibre Channel
13 9 (1.72%) iSCSI
13 9 (1.72%) NAS
13 9 (1.72%) SSL
14 8 (1.53%) VoIP
15 7 (1.34%) FCoE
15 7 (1.34%) SNMP
Database & Business Intelligence
1 103 (19.69%) Relational Database
2 98 (18.74%) RDBMS
3 83 (15.87%) SQL Server
4 76 (14.53%) NoSQL
5 60 (11.47%) MongoDB
6 58 (11.09%) PostgreSQL
7 53 (10.13%) Amazon RDS
8 51 (9.75%) Big Data
9 50 (9.56%) Apache Cassandra
10 48 (9.18%) MySQL
11 47 (8.99%) Amazon DynamoDB
12 34 (6.50%) Amazon Redshift
12 34 (6.50%) Cosmos DB
13 19 (3.63%) SQL Server Analysis Services
14 15 (2.87%) Hadoop
15 14 (2.68%) Amazon Aurora
16 11 (2.10%) Power BI
17 10 (1.91%) Apache Hive
17 10 (1.91%) HBase
18 9 (1.72%) SQL Server Integration Services
Development Applications
1 133 (25.43%) Jenkins
2 114 (21.80%) Git (software)
3 59 (11.28%) Maven
4 48 (9.18%) Subversion
5 34 (6.50%) JIRA
6 33 (6.31%) Eclipse
7 28 (5.35%) Gradle
7 28 (5.35%) IntelliJ
8 19 (3.63%) Bitbucket
9 18 (3.44%) Team Foundation Server
10 17 (3.25%) Sonatype Nexus
11 15 (2.87%) gulp
11 15 (2.87%) JUnit
12 14 (2.68%) Mockito
12 14 (2.68%) webpack
13 12 (2.29%) Atlassian Bamboo
13 12 (2.29%) Babel
14 9 (1.72%) Vagrant
15 8 (1.53%) Selenium
15 8 (1.53%) TeamCity
General
1 56 (10.71%) Finance
2 25 (4.78%) Telecoms
3 23 (4.40%) Banking
4 19 (3.63%) Manufacturing
4 19 (3.63%) Retail
5 18 (3.44%) Marketing
6 17 (3.25%) Electronics
7 9 (1.72%) Legal
8 7 (1.34%) Pharmaceutical
9 6 (1.15%) Games
10 3 (0.57%) German Language
10 3 (0.57%) Italian Language
10 3 (0.57%) Publishing
11 2 (0.38%) Billing
11 2 (0.38%) French Language
11 2 (0.38%) Portuguese Language
11 2 (0.38%) Spanish Language
12 1 (0.19%) Automotive
Job Titles
1 126 (24.09%) Developer
2 103 (19.69%) Architect
3 92 (17.59%) DevOps Engineer
4 60 (11.47%) Java Developer
4 60 (11.47%) Solutions Architect
5 53 (10.13%) Cloud Architect
6 42 (8.03%) Lead Architect
7 40 (7.65%) Infrastructure Engineer
8 37 (7.07%) Cloud Solutions Architect
9 32 (6.12%) Software Engineer
10 27 (5.16%) Lead Solutions Architect
10 27 (5.16%) Senior Developer
11 26 (4.97%) AWS Developer
11 26 (4.97%) Linux Engineer
12 24 (4.59%) AWS Engineer
13 20 (3.82%) Linux Developer
14 19 (3.63%) NoSQL Developer
15 17 (3.25%) Software Developer
16 16 (3.06%) Consultant
16 16 (3.06%) Lead Developer
Libraries, Frameworks & Software Standards
1 105 (20.08%) Web Services
2 86 (16.44%) AngularJS
3 82 (15.68%) HTML
4 71 (13.58%) Spring
5 67 (12.81%) .NET
6 61 (11.66%) CSS
7 55 (10.52%) HTML5
8 53 (10.13%) React
8 53 (10.13%) RESTful
9 38 (7.27%) Node.js
10 36 (6.88%) CSS3
11 35 (6.69%) ASP.NET
11 35 (6.69%) ASP.NET Web API
12 31 (5.93%) jQuery
13 30 (5.74%) REST
14 25 (4.78%) Elastic Stack
14 25 (4.78%) XML
15 21 (4.02%) Kafka
16 19 (3.63%) SOAP
17 18 (3.44%) Hibernate
Miscellaneous
1 45 (8.60%) Data Centre
2 37 (7.07%) Analytical Skills
3 31 (5.93%) Management Information System
4 29 (5.54%) Public Cloud
5 27 (5.16%) Greenfield Project
6 20 (3.82%) Enterprise Software
7 19 (3.63%) User Experience
8 18 (3.44%) Hybrid Cloud
9 16 (3.06%) Algorithms
9 16 (3.06%) Private Cloud
10 14 (2.68%) Linux Command Line
11 12 (2.29%) BBC
11 12 (2.29%) Video Conferencing
12 11 (2.10%) PMI
13 10 (1.91%) Clustering
13 10 (1.91%) Fintech
13 10 (1.91%) Replication
14 8 (1.53%) Mobile App
15 7 (1.34%) Life Science
16 6 (1.15%) PKI
Operating Systems
1 199 (38.05%) Linux
2 92 (17.59%) Windows
3 55 (10.52%) Unix
4 48 (9.18%) CentOS
5 35 (6.69%) Windows Server
6 33 (6.31%) Red Hat Enterprise Linux
7 16 (3.06%) Ubuntu
8 13 (2.49%) Android
8 13 (2.49%) Apple iOS
9 9 (1.72%) Windows Server 2012
10 8 (1.53%) Windows Server 2008
11 5 (0.96%) VMS
12 4 (0.76%) DC/OS
12 4 (0.76%) Solaris
12 4 (0.76%) Windows Server 2003
13 3 (0.57%) AIX
13 3 (0.57%) Debian
13 3 (0.57%) HPUX
13 3 (0.57%) Mac OS X
14 2 (0.38%) Oracle Linux
Processes & Methodologies
1 178 (34.03%) Agile Software Development
2 176 (33.65%) DevOps
3 104 (19.89%) Continuous Integration
4 83 (15.87%) Scrum
5 74 (14.15%) Test Automation
6 68 (13.00%) Microservices
7 67 (12.81%) Presales
7 67 (12.81%) TDD
8 64 (12.24%) Software Engineering
9 57 (10.90%) BDD
10 56 (10.71%) Project Management
11 53 (10.13%) Business Intelligence
12 52 (9.94%) Configuration Management
13 49 (9.37%) Kanban
14 45 (8.60%) Infrastructure Engineering
15 40 (7.65%) Computer Science
16 39 (7.46%) Migration
16 39 (7.46%) Problem-Solving
17 38 (7.27%) OO
17 38 (7.27%) Thought Leadership
Programming Languages
1 206 (39.39%) Java
2 173 (33.08%) Python
3 129 (24.67%) JavaScript
4 127 (24.28%) SQL
5 69 (13.19%) Bash Shell
6 57 (10.90%) C#
7 48 (9.18%) Scala
8 47 (8.99%) Java 8
9 41 (7.84%) Shell Script
10 37 (7.07%) PowerShell
11 36 (6.88%) Ruby
12 26 (4.97%) PHP
13 25 (4.78%) Objective-C
14 24 (4.59%) Perl
15 23 (4.40%) PL/SQL
16 22 (4.21%) Go
16 22 (4.21%) T-SQL
17 21 (4.02%) C++
18 19 (3.63%) TypeScript
19 15 (2.87%) C
Qualifications
1 74 (14.15%) Degree
2 41 (7.84%) Microsoft Certification
3 40 (7.65%) MCSE
4 37 (7.07%) MCSA
5 30 (5.74%) Computer Science Degree
6 25 (4.78%) Security Cleared
7 10 (1.91%) ITIL Certification
8 9 (1.72%) Master's Degree
8 9 (1.72%) PMI Certification
9 6 (1.15%) Cisco Certification
9 6 (1.15%) ISTQB
9 6 (1.15%) ISTQB Foundation Certification
9 6 (1.15%) VMware Certified Professional (VCP)
10 5 (0.96%) PRINCE2 Practitioner
11 4 (0.76%) CCIE
11 4 (0.76%) TOGAF Certification
12 3 (0.57%) AWS Certification
12 3 (0.57%) CCNA
12 3 (0.57%) EMC Certification
12 3 (0.57%) RHCE
Quality Assurance & Compliance
1 41 (7.84%) QA
2 19 (3.63%) GDPR
3 7 (1.34%) GAMP
4 5 (0.96%) PSD2
5 4 (0.76%) ISO/IEC 27001
5 4 (0.76%) PMBOK
5 4 (0.76%) PMO
6 3 (0.57%) COBIT
6 3 (0.57%) PCI DSS
7 2 (0.38%) Data Quality
7 2 (0.38%) FedRAMP
7 2 (0.38%) Sarbanes-Oxley
System Software
1 114 (21.80%) Docker
2 81 (15.49%) VMware Infrastructure
3 78 (14.91%) Active Directory
4 32 (6.12%) Hyper-V
4 32 (6.12%) oVirt
5 28 (5.35%) RHEV
5 28 (5.35%) Virtual Machines
6 10 (1.91%) KVM
7 8 (1.53%) HDFS
7 8 (1.53%) vCloud
7 8 (1.53%) Xen
8 7 (1.34%) Samba
8 7 (1.34%) vSphere
9 6 (1.15%) Apache Flume
9 6 (1.15%) VirtualBox
10 5 (0.96%) iptables
10 5 (0.96%) VMware ESXi
11 4 (0.76%) VMware Server
11 4 (0.76%) XenServer
12 3 (0.57%) XenDesktop
Systems Management
1 100 (19.12%) Puppet
2 92 (17.59%) Ansible
3 79 (15.11%) Terraform
4 65 (12.43%) Kubernetes
5 55 (10.52%) Opscode Chef
6 24 (4.59%) Kibana
7 21 (4.02%) Nagios
8 19 (3.63%) ZABBIX
9 13 (2.49%) Grafana
10 11 (2.10%) CloudHub
11 10 (1.91%) Docker Swarm
12 8 (1.53%) Rundeck
13 7 (1.34%) Graylog
13 7 (1.34%) Icinga
13 7 (1.34%) NetBackup
13 7 (1.34%) Salt
13 7 (1.34%) Single Sign-On
13 7 (1.34%) vRealize Orchestrator
14 6 (1.15%) Microsoft Clustering
15 4 (0.76%) Rancher
Vendors
1 127 (24.28%) Microsoft
2 99 (18.93%) VMware
3 88 (16.83%) Google
4 68 (13.00%) Oracle
5 53 (10.13%) Red Hat
6 27 (5.16%) IBM
7 26 (4.97%) SAP
8 24 (4.59%) Cisco
9 21 (4.02%) Citrix
10 16 (3.06%) Salesforce.com
11 13 (2.49%) MuleSoft
11 13 (2.49%) Tableau
12 12 (2.29%) HP
13 11 (2.10%) Atlassian
14 10 (1.91%) Dell
14 10 (1.91%) F5
14 10 (1.91%) Splunk
15 9 (1.72%) Sitecore
16 8 (1.53%) NetApp
17 7 (1.34%) EMC