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

Amazon Web Services (AWS)
South East > Berkshire
6 months to
23 Jan 2018
Same period 2017 Same period 2016
Rank 33 58 144
Rank change year-on-year +25 +86 +109
Permanent jobs citing Amazon AWS 427 319 219
As % of all permanent IT jobs advertised in Berkshire 6.48% 4.08% 2.01%
As % of the Cloud Services category 32.72% 26.43% 17.35%
Number of salaries quoted 368 304 223
Berkshire median annual salary £55,000 £62,500 £55,000
Median salary % change year-on-year -12.00% +13.64% +15.79%
10th Percentile £32,500 £41,475 £37,500
90th Percentile £80,000 £75,000 £77,500
South East median annual salary £55,000 £54,500 £55,000
% change year-on-year +0.92% -0.91% +15.79%

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 1,305 1,207 1,262
As % of all permanent IT jobs advertised in Berkshire 19.80% 15.45% 11.60%
Number of salaries quoted 988 967 1,089
Berkshire median annual salary £50,000 £55,000 £50,000
Median salary % change year-on-year -9.09% +10.00% -
10th Percentile £27,500 £32,400 £31,500
90th Percentile £76,625 £78,750 £77,500
South East median annual salary £47,500 £50,000 £45,000
% change year-on-year -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 23 January 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 January 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 +38 243 £55,000 -4.35% 39
Maidenhead +23 72 £52,500 - 9
Newbury +7 35 £58,000 -7.20% 7
Slough -3 33 £35,000 -50.00% 5
Bracknell -7 10 £90,000 +89.47% 8
Wokingham -7 5 £47,500 +18.75% 3
Ascot -26 1 £57,500 +57.53%
Amazon AWS
South East

For the 6 months to 23 January 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.

1 233 (54.57%) Linux
2 180 (42.15%) Python
3 171 (40.05%) Microsoft Azure
4 169 (39.58%) DevOps
5 149 (34.89%) Agile Software Development
6 141 (33.02%) Java
7 123 (28.81%) Windows
8 108 (25.29%) JavaScript
9 101 (23.65%) SQL
10 94 (22.01%) Puppet
10 94 (22.01%) Continuous Integration
11 91 (21.31%) Bash Shell
12 89 (20.84%) VMware
13 88 (20.61%) Ansible
14 84 (19.67%) Oracle
15 81 (18.97%) SaaS
16 80 (18.74%) Degree
17 78 (18.27%) PowerShell
18 74 (17.33%) HTML
18 74 (17.33%) Red Hat Enterprise Linux
19 73 (17.10%) Opscode Chef
20 72 (16.86%) Web Services
21 71 (16.63%) Perl
22 65 (15.22%) C#
22 65 (15.22%) Jenkins
23 64 (14.99%) Microsoft
23 64 (14.99%) Migration
24 63 (14.75%) CSS
25 61 (14.29%) Docker
26 59 (13.82%) Unix

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 31 (7.26%) Apache
2 25 (5.85%) OpenStack
3 14 (3.28%) Cloud Foundry
4 12 (2.81%) JBoss
4 12 (2.81%) Tomcat
5 11 (2.58%) Confluence
5 11 (2.58%) WebLogic
5 11 (2.58%) WebSphere
6 10 (2.34%) Elasticsearch
7 9 (2.11%) Apache Spark
8 5 (1.17%) SharePoint
9 4 (0.94%) Apache Pig
9 4 (0.94%) IIS
9 4 (0.94%) Oracle SOA Suite
10 3 (0.70%) Exchange Server 2003
10 3 (0.70%) Exchange Server 2010
10 3 (0.70%) Exchange Server 2013
10 3 (0.70%) MS Exchange
11 2 (0.47%) SAS
11 2 (0.47%) Skype for Business
Applications
1 3 (0.70%) Microsoft Excel
2 2 (0.47%) Microsoft Office
3 1 (0.23%) Microsoft PowerPoint
Cloud Services
1 171 (40.05%) Microsoft Azure
2 81 (18.97%) SaaS
3 30 (7.03%) Amazon S3
4 29 (6.79%) Amazon EC2
5 24 (5.62%) IaaS
6 19 (4.45%) Route 53
7 17 (3.98%) Amazon ELB
7 17 (3.98%) Amazon SQS
8 14 (3.28%) PaaS
9 13 (3.04%) Google Cloud Platform
10 12 (2.81%) Virtual Private Cloud
11 11 (2.58%) GitHub
12 9 (2.11%) Cloud Computing
13 8 (1.87%) AWS CloudFormation
13 8 (1.87%) Office 365
14 5 (1.17%) Amazon Glacier
14 5 (1.17%) Slack
15 4 (0.94%) Amazon EMR
15 4 (0.94%) Bluemix
15 4 (0.94%) IBM Cloud
Communications & Networking
1 53 (12.41%) Firewall
2 45 (10.54%) Internet
3 33 (7.73%) VPN
4 32 (7.49%) LAN
4 32 (7.49%) TCP/IP
4 32 (7.49%) WAN
5 26 (6.09%) SSL
6 19 (4.45%) HTTP
7 17 (3.98%) AMQP
8 13 (3.04%) FTP
8 13 (3.04%) IPsec
8 13 (3.04%) SNMP
9 11 (2.58%) DNS
10 8 (1.87%) DHCP
10 8 (1.87%) SAN
11 7 (1.64%) Network Security
12 5 (1.17%) VLAN
13 4 (0.94%) MPLS
13 4 (0.94%) OSPF
13 4 (0.94%) RIP
Database & Business Intelligence
1 51 (11.94%) NoSQL
2 50 (11.71%) MySQL
3 42 (9.84%) SQL Server
4 36 (8.43%) Big Data
5 35 (8.20%) Relational Database
6 27 (6.32%) HBase
7 26 (6.09%) Apache Cassandra
8 23 (5.39%) MongoDB
9 20 (4.68%) Amazon DynamoDB
10 18 (4.22%) Amazon RDS
10 18 (4.22%) RDBMS
11 13 (3.04%) DB2
12 12 (2.81%) Hadoop
12 12 (2.81%) PostgreSQL
13 9 (2.11%) Data Warehouse
14 6 (1.41%) Oracle Database
15 5 (1.17%) Oracle Database 12c
15 5 (1.17%) Power BI
15 5 (1.17%) Redis
16 4 (0.94%) Apache Hive
Development Applications
1 65 (15.22%) Jenkins
2 55 (12.88%) Git (software)
3 29 (6.79%) Maven
4 25 (5.85%) Selenium
5 21 (4.92%) JUnit
6 19 (4.45%) JIRA
7 17 (3.98%) Ant
8 13 (3.04%) Sonatype Nexus
8 13 (3.04%) Toad
9 12 (2.81%) Atlassian Bamboo
9 12 (2.81%) Cucumber
10 11 (2.58%) Subversion
11 10 (2.34%) TeamCity
11 10 (2.34%) Vagrant
12 7 (1.64%) Artifactory
12 7 (1.64%) Bitbucket
12 7 (1.64%) Protractor
13 6 (1.41%) Eclipse
13 6 (1.41%) Jasmine
13 6 (1.41%) PhantomJS
General
1 37 (8.67%) Finance
2 20 (4.68%) Telecoms
3 17 (3.98%) Banking
4 16 (3.75%) Marketing
5 12 (2.81%) Electronics
5 12 (2.81%) Manufacturing
5 12 (2.81%) Publishing
6 10 (2.34%) Retail
7 8 (1.87%) Pharmaceutical
8 6 (1.41%) Music Industry
9 3 (0.70%) Legal
10 2 (0.47%) Law
11 1 (0.23%) Advertising
11 1 (0.23%) Arabic Language
11 1 (0.23%) Games
Job Titles
1 114 (26.70%) Developer
2 88 (20.61%) DevOps Engineer
3 76 (17.80%) Architect
4 52 (12.18%) Java Developer
5 46 (10.77%) Cloud Engineer
6 42 (9.84%) AWS Engineer
7 39 (9.13%) AWS DevOps
7 39 (9.13%) Senior Developer
8 38 (8.90%) Senior Java Developer
9 36 (8.43%) Linux Engineer
9 36 (8.43%) Linux/Unix DevOps
10 33 (7.73%) AWS DevOps Engineer
11 31 (7.26%) Administrator
12 29 (6.79%) Solutions Architect
13 28 (6.56%) AWS Architect
14 27 (6.32%) Cloud Architect
15 24 (5.62%) Linux DevOps Engineer
16 22 (5.15%) Systems Administrator
17 21 (4.92%) Systems Engineer
18 20 (4.68%) Technical Architect
Libraries, Frameworks & Software Standards
1 74 (17.33%) HTML
2 72 (16.86%) Web Services
3 63 (14.75%) CSS
4 41 (9.60%) Spring
5 39 (9.13%) JSON
6 35 (8.20%) .NET
7 32 (7.49%) REST
8 31 (7.26%) RESTful
9 28 (6.56%) AngularJS
10 27 (6.32%) jQuery
11 25 (5.85%) RabbitMQ
12 24 (5.62%) Twitter Bootstrap
13 23 (5.39%) Node.js
14 21 (4.92%) Django
14 21 (4.92%) XML
15 18 (4.22%) Middleware
16 17 (3.98%) React
17 16 (3.75%) LAMP
18 14 (3.28%) ASP.NET
18 14 (3.28%) LDAP
Miscellaneous
1 55 (12.88%) Computer Science
2 47 (11.01%) Enterprise Software
3 41 (9.60%) Analytical Skills
4 32 (7.49%) Public Cloud
5 30 (7.03%) Data Centre
5 30 (7.03%) Fintech
6 20 (4.68%) Mobile App
7 19 (4.45%) Hybrid Cloud
8 17 (3.98%) Private Cloud
9 15 (3.51%) Management Information System
10 12 (2.81%) User Experience
11 8 (1.87%) Clustering
12 6 (1.41%) Blog
12 6 (1.41%) iPad
13 5 (1.17%) Client/Server
14 4 (0.94%) N-Tier
15 3 (0.70%) Algorithms
15 3 (0.70%) Replication
16 2 (0.47%) Greenfield Project
16 2 (0.47%) Virtual Team
Operating Systems
1 233 (54.57%) Linux
2 123 (28.81%) Windows
3 74 (17.33%) Red Hat Enterprise Linux
4 59 (13.82%) Unix
5 39 (9.13%) CentOS
6 17 (3.98%) Windows Server
7 16 (3.75%) Ubuntu
8 12 (2.81%) Windows Server 2012
9 6 (1.41%) Debian
9 6 (1.41%) Solaris
10 3 (0.70%) Kali Linux
10 3 (0.70%) Oracle Linux
10 3 (0.70%) Windows 10
10 3 (0.70%) Windows 8
10 3 (0.70%) Windows Server 2003
11 2 (0.47%) AIX
11 2 (0.47%) HPUX
11 2 (0.47%) Mac OS X
11 2 (0.47%) Windows Server 2008
12 1 (0.23%) VMS
Processes & Methodologies
1 169 (39.58%) DevOps
2 149 (34.89%) Agile Software Development
3 94 (22.01%) Continuous Integration
4 64 (14.99%) Migration
5 58 (13.58%) High Availability
6 57 (13.35%) Microservices
6 57 (13.35%) Scrum
7 53 (12.41%) TDD
8 49 (11.48%) ITIL
9 40 (9.37%) Test Automation
10 37 (8.67%) Open Source
11 36 (8.43%) Software Engineering
12 30 (7.03%) OO
13 27 (6.32%) Configuration Management
14 26 (6.09%) Continuous Improvement
15 24 (5.62%) Business Intelligence
15 24 (5.62%) Kanban
16 23 (5.39%) Mentoring
16 23 (5.39%) Technical Architecture
17 22 (5.15%) Machine Learning
Programming Languages
1 180 (42.15%) Python
2 141 (33.02%) Java
3 108 (25.29%) JavaScript
4 101 (23.65%) SQL
5 91 (21.31%) Bash Shell
6 78 (18.27%) PowerShell
7 71 (16.63%) Perl
8 65 (15.22%) C#
9 36 (8.43%) C++
10 31 (7.26%) PHP
10 31 (7.26%) Ruby
11 27 (6.32%) Scala
12 23 (5.39%) Go
13 20 (4.68%) R
14 8 (1.87%) Groovy
14 8 (1.87%) Tcl
15 6 (1.41%) TypeScript
16 5 (1.17%) C
16 5 (1.17%) Shell Script
17 4 (0.94%) PL/SQL
Qualifications
1 80 (18.74%) Degree
2 37 (8.67%) AWS Certification
3 33 (7.73%) Computer Science Degree
4 25 (5.85%) Microsoft Certification
5 15 (3.51%) MCSE
6 12 (2.81%) Master's Degree
6 12 (2.81%) MCSD
7 8 (1.87%) ITIL Certification
7 8 (1.87%) MCSA
8 6 (1.41%) Cisco Certification
9 4 (0.94%) CCIE
9 4 (0.94%) JNCIE
9 4 (0.94%) Security Cleared
10 3 (0.70%) ISEB
10 3 (0.70%) ISTQB
11 2 (0.47%) CCNA
11 2 (0.47%) RHCE
11 2 (0.47%) VMware Certified Professional (VCP)
12 1 (0.23%) SC Cleared
Quality Assurance & Compliance
1 25 (5.85%) QA
2 21 (4.92%) GDPR
3 12 (2.81%) ISO/IEC 27001
4 4 (0.94%) Data Quality
4 4 (0.94%) ISO/IEC 20000
5 3 (0.70%) PMO
6 2 (0.47%) PSD2
6 2 (0.47%) SLA
7 1 (0.23%) GCP
7 1 (0.23%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
7 1 (0.23%) PCI DSS
System Software
1 61 (14.29%) Docker
2 55 (12.88%) VMware Infrastructure
3 44 (10.30%) Hyper-V
4 41 (9.60%) Active Directory
5 23 (5.39%) HDFS
6 14 (3.28%) vSphere
7 4 (0.94%) Apache Flume
7 4 (0.94%) KVM
7 4 (0.94%) VMware ESXi
8 3 (0.70%) BitLocker
9 1 (0.23%) Apache ZooKeeper
9 1 (0.23%) Oracle RAC
9 1 (0.23%) oVirt
9 1 (0.23%) Postfix
9 1 (0.23%) RHEV
9 1 (0.23%) vCloud
9 1 (0.23%) VirtualBox
9 1 (0.23%) Xen
9 1 (0.23%) XenApp
Systems Management
1 94 (22.01%) Puppet
2 88 (20.61%) Ansible
3 73 (17.10%) Opscode Chef
4 40 (9.37%) Terraform
5 36 (8.43%) Kubernetes
6 11 (2.58%) Nagios
7 6 (1.41%) Docker Swarm
8 5 (1.17%) Grafana
8 5 (1.17%) SCCM
9 4 (0.94%) Microsoft Clustering
9 4 (0.94%) NetBackup
9 4 (0.94%) Oozie
9 4 (0.94%) Salt
10 3 (0.70%) Backup Exec
10 3 (0.70%) Consul
10 3 (0.70%) McAfee ePO
10 3 (0.70%) Nessus
10 3 (0.70%) Nmap
10 3 (0.70%) Packer
10 3 (0.70%) SCOM
Vendors
1 89 (20.84%) VMware
2 84 (19.67%) Oracle
3 64 (14.99%) Microsoft
4 59 (13.82%) Red Hat
5 26 (6.09%) Google
6 19 (4.45%) ServiceNow
7 12 (2.81%) CA
7 12 (2.81%) SAP
8 9 (2.11%) Cisco
8 9 (2.11%) Splunk
9 8 (1.87%) Citrix
10 7 (1.64%) Rackspace
11 5 (1.17%) Dell
11 5 (1.17%) EMC
11 5 (1.17%) NetApp
12 4 (0.94%) Cloudera
12 4 (0.94%) CommVault
12 4 (0.94%) HP
12 4 (0.94%) Tableau
12 4 (0.94%) Teradata