Period
to 17 July 2018

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

Amazon Web Services (AWS)
Berkshire > Reading
6 months to
17 Jul 2018
Same period 2017 Same period 2016
Rank 20 30 41
Rank change year-on-year +10 +11 +81
Permanent jobs citing Amazon AWS 206 186 217
As % of all permanent IT jobs advertised in Reading 8.57% 7.39% 5.80%
As % of the Cloud Services category 33.33% 37.13% 36.84%
Number of salaries quoted 196 154 246
Reading median annual salary £60,000 £46,250 £52,500
Median salary % change year-on-year +29.73% -11.90% +13.51%
10th Percentile £34,750 £35,000 £37,500
90th Percentile £85,000 £72,500 £65,625
Berkshire median annual salary £57,500 £52,500 £52,500
% change year-on-year +9.52% - +5.00%

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 618 501 589
As % of all permanent IT jobs advertised in Reading 25.72% 19.90% 15.74%
Number of salaries quoted 551 417 532
Reading median annual salary £55,000 £50,000 £50,000
Median salary % change year-on-year +10.00% - -
10th Percentile £29,000 £31,250 £32,625
90th Percentile £78,750 £72,500 £70,000
Berkshire median annual salary £55,000 £50,000 £52,500
% change year-on-year +10.00% -4.76% +5.00%

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 17 July 2018.

Salary histogram for Amazon AWS in Reading

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

1 115 (55.83%) Linux
2 97 (47.09%) Microsoft Azure
3 87 (42.23%) Python
4 76 (36.89%) Java
5 62 (30.10%) Windows
6 56 (27.18%) DevOps
7 55 (26.70%) SQL Server
8 49 (23.79%) Microsoft
8 49 (23.79%) Agile Software Development
9 47 (22.82%) Relational Database
10 46 (22.33%) Ansible
10 46 (22.33%) NoSQL
11 44 (21.36%) RDBMS
12 41 (19.90%) Software Engineering
12 41 (19.90%) Continuous Integration
13 40 (19.42%) Oracle
14 35 (16.99%) Web Services
14 35 (16.99%) Spring
15 34 (16.50%) SQL
16 32 (15.53%) SaaS
17 31 (15.05%) Bash Shell
17 31 (15.05%) Amazon DynamoDB
17 31 (15.05%) JavaScript
17 31 (15.05%) SOA
18 29 (14.08%) Puppet
18 29 (14.08%) MongoDB
18 29 (14.08%) Apache Cassandra
18 29 (14.08%) Oracle SOA Suite
19 28 (13.59%) Java 8
20 26 (12.62%) Unix

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 29 (14.08%) Oracle SOA Suite
2 18 (8.74%) OpenStack
3 17 (8.25%) Apache
3 17 (8.25%) JBoss
4 10 (4.85%) WebLogic
4 10 (4.85%) WebSphere
5 7 (3.40%) Tomcat
6 6 (2.91%) Oracle HTTP Server
6 6 (2.91%) Skype for Business
7 5 (2.43%) IIS
7 5 (2.43%) MS Exchange
8 4 (1.94%) Apache Solr
8 4 (1.94%) Liferay
8 4 (1.94%) Oracle Service Bus
8 4 (1.94%) WebLogic Portal
9 3 (1.46%) Apache Spark
9 3 (1.46%) Confluence
10 2 (0.97%) Elasticsearch
10 2 (0.97%) Exchange Server 2010
10 2 (0.97%) Exchange Server 2013
Applications
1 3 (1.46%) Microsoft Excel
2 1 (0.49%) MS Visio
Business Applications
1 1 (0.49%) Dynamics AX
Cloud Services
1 97 (47.09%) Microsoft Azure
2 32 (15.53%) SaaS
3 26 (12.62%) Amazon S3
4 23 (11.17%) Amazon EC2
4 23 (11.17%) IaaS
4 23 (11.17%) PaaS
5 19 (9.22%) Virtual Private Cloud
6 18 (8.74%) Amazon Glacier
7 15 (7.28%) Google Cloud Platform
7 15 (7.28%) Office 365
8 13 (6.31%) AWS CloudFormation
9 12 (5.83%) Amazon ELB
10 8 (3.88%) GitHub
11 7 (3.40%) Amazon CloudWatch
11 7 (3.40%) OpenShift
12 5 (2.43%) Amazon SQS
13 4 (1.94%) Amazon EMR
13 4 (1.94%) Azure Data Factory
13 4 (1.94%) Datadog
14 3 (1.46%) Serverless
Communications & Networking
1 22 (10.68%) Internet
2 19 (9.22%) TCP/IP
3 16 (7.77%) Network Security
4 13 (6.31%) SAN
5 11 (5.34%) NAS
6 9 (4.37%) DHCP
6 9 (4.37%) DNS
7 6 (2.91%) Firewall
7 6 (2.91%) HTTP
7 6 (2.91%) LAN
7 6 (2.91%) WAN
8 4 (1.94%) FCoE
8 4 (1.94%) Fibre Channel
8 4 (1.94%) iSCSI
9 3 (1.46%) VPN
10 2 (0.97%) BIG-IP
10 2 (0.97%) Cisco ASA
10 2 (0.97%) NetScaler
10 2 (0.97%) Wi-Fi
10 2 (0.97%) Wireshark
Database & Business Intelligence
1 55 (26.70%) SQL Server
2 47 (22.82%) Relational Database
3 46 (22.33%) NoSQL
4 44 (21.36%) RDBMS
5 31 (15.05%) Amazon DynamoDB
6 29 (14.08%) Apache Cassandra
6 29 (14.08%) MongoDB
7 18 (8.74%) HBase
8 17 (8.25%) MySQL
9 13 (6.31%) Big Data
10 10 (4.85%) Amazon RDS
11 8 (3.88%) Cosmos DB
11 8 (3.88%) Hadoop
12 7 (3.40%) Azure SQL Database
12 7 (3.40%) Power BI
13 6 (2.91%) PostgreSQL
14 4 (1.94%) Apache Hive
14 4 (1.94%) Data Lake
14 4 (1.94%) DB2
14 4 (1.94%) HDInsight
Development Applications
1 14 (6.80%) Jenkins
2 12 (5.83%) Git (software)
3 7 (3.40%) JIRA
4 6 (2.91%) Subversion
4 6 (2.91%) TeamCity
4 6 (2.91%) Vagrant
5 5 (2.43%) Atlassian Bamboo
5 5 (2.43%) Bitbucket
5 5 (2.43%) Maven
5 5 (2.43%) Visual Studio
6 4 (1.94%) GitLab
6 4 (1.94%) Octopus Deploy
6 4 (1.94%) Selenium
6 4 (1.94%) Travis CI
7 3 (1.46%) Cucumber
8 2 (0.97%) Hudson
8 2 (0.97%) JMeter
8 2 (0.97%) JUnit
8 2 (0.97%) Visual Studio Team System
9 1 (0.49%) Team Foundation Server
General
1 23 (11.17%) Finance
2 9 (4.37%) Telecoms
3 6 (2.91%) Retail
4 4 (1.94%) Advertising
4 4 (1.94%) Banking
4 4 (1.94%) Games
5 3 (1.46%) Law
5 3 (1.46%) Marketing
6 1 (0.49%) Arabic Language
6 1 (0.49%) Billing
6 1 (0.49%) Electronics
6 1 (0.49%) Legal
6 1 (0.49%) Manufacturing
Job Titles
1 57 (27.67%) Developer
2 44 (21.36%) Java Developer
3 34 (16.50%) DevOps Engineer
4 28 (13.59%) Architect
5 25 (12.14%) AWS Developer
6 24 (11.65%) Cloud Engineer
7 23 (11.17%) AWS Engineer
8 21 (10.19%) Linux Engineer
9 17 (8.25%) Consultant
10 15 (7.28%) Linux DevOps Engineer
10 15 (7.28%) Linux/Unix DevOps
11 14 (6.80%) Infrastructure Engineer
11 14 (6.80%) Junior
11 14 (6.80%) Senior Developer
11 14 (6.80%) Senior Java Developer
11 14 (6.80%) Support Engineer
12 13 (6.31%) Junior DevOps
12 13 (6.31%) Junior DevOps Engineer
13 12 (5.83%) Cloud Architect
13 12 (5.83%) Software Engineer
Libraries, Frameworks & Software Standards
1 35 (16.99%) Spring
1 35 (16.99%) Web Services
2 25 (12.14%) HTML
2 25 (12.14%) J2SE
3 21 (10.19%) Apache Flex
3 21 (10.19%) CSS
3 21 (10.19%) Node.js
4 16 (7.77%) JSON
5 15 (7.28%) .NET
6 13 (6.31%) REST
7 11 (5.34%) AngularJS
7 11 (5.34%) Middleware
8 8 (3.88%) LDAP
9 7 (3.40%) JMS
10 6 (2.91%) J2EE
10 6 (2.91%) LAMP
11 5 (2.43%) Kafka
11 5 (2.43%) RESTful
11 5 (2.43%) Spring Boot
11 5 (2.43%) WCF
Miscellaneous
1 23 (11.17%) Data Centre
2 11 (5.34%) Public Cloud
3 10 (4.85%) Clustering
4 9 (4.37%) Computer Science
4 9 (4.37%) Hybrid Cloud
5 8 (3.88%) Analytical Skills
5 8 (3.88%) Enterprise Software
6 6 (2.91%) Self-Motivation
7 5 (2.43%) Replication
8 4 (1.94%) Credit Risk
8 4 (1.94%) Greenfield Project
8 4 (1.94%) Linux Command Line
9 3 (1.46%) Blog
9 3 (1.46%) Management Information System
9 3 (1.46%) Mobile App
10 2 (0.97%) Digital Media
10 2 (0.97%) Fintech
10 2 (0.97%) FMCG
11 1 (0.49%) Hedge funds
11 1 (0.49%) Virtual Team
Operating Systems
1 115 (55.83%) Linux
2 62 (30.10%) Windows
3 26 (12.62%) Unix
4 22 (10.68%) Red Hat Enterprise Linux
5 18 (8.74%) Windows Server
6 8 (3.88%) CentOS
7 7 (3.40%) Ubuntu
8 6 (2.91%) Windows Server 2008
9 5 (2.43%) VyOS
9 5 (2.43%) Windows 10
9 5 (2.43%) Windows Server 2012
10 4 (1.94%) DC/OS
11 3 (1.46%) Windows Server 2003
12 2 (0.97%) AIX
12 2 (0.97%) HPUX
12 2 (0.97%) Kali Linux
12 2 (0.97%) Mac OS X
12 2 (0.97%) Solaris
12 2 (0.97%) Windows 8
Processes & Methodologies
1 56 (27.18%) DevOps
2 49 (23.79%) Agile Software Development
3 41 (19.90%) Continuous Integration
3 41 (19.90%) Software Engineering
4 31 (15.05%) SOA
5 26 (12.62%) Multithreading
6 21 (10.19%) Configuration Management
6 21 (10.19%) Migration
7 17 (8.25%) OO
7 17 (8.25%) Problem-Solving
8 16 (7.77%) ITIL
8 16 (7.77%) Presales
9 14 (6.80%) Artificial Intelligence
10 12 (5.83%) Analytics
10 12 (5.83%) Mentoring
11 11 (5.34%) Cybersecurity
11 11 (5.34%) Data Analytics
11 11 (5.34%) Open Source
12 10 (4.85%) Business Intelligence
13 8 (3.88%) Stakeholder Management
Programming Languages
1 87 (42.23%) Python
2 76 (36.89%) Java
3 34 (16.50%) SQL
4 31 (15.05%) Bash Shell
4 31 (15.05%) JavaScript
5 28 (13.59%) Java 8
6 23 (11.17%) C
7 20 (9.71%) PowerShell
8 19 (9.22%) C#
9 18 (8.74%) Perl
10 17 (8.25%) R
11 12 (5.83%) Ruby
12 7 (3.40%) Scala
13 6 (2.91%) Shell Script
14 4 (1.94%) C++
14 4 (1.94%) PHP
15 3 (1.46%) Go
16 2 (0.97%) TypeScript
17 1 (0.49%) PL/SQL
17 1 (0.49%) VB6
Qualifications
1 26 (12.62%) Degree
2 12 (5.83%) Microsoft Certification
3 10 (4.85%) AWS Certification
4 9 (4.37%) MCSE
5 7 (3.40%) Security Cleared
6 5 (2.43%) CISSP
6 5 (2.43%) MCSA
7 4 (1.94%) CEH
7 4 (1.94%) CISM
7 4 (1.94%) Computer Science Degree
7 4 (1.94%) GCIH
7 4 (1.94%) GIAC
7 4 (1.94%) ITIL Certification
7 4 (1.94%) SC Cleared
7 4 (1.94%) TOGAF Certification
8 3 (1.46%) RHCE
8 3 (1.46%) VMware Certified Professional (VCP)
9 2 (0.97%) HP ASE
9 2 (0.97%) NCIE
10 1 (0.49%) CRISC
Quality Assurance & Compliance
1 7 (3.40%) QA
2 5 (2.43%) COBIT
3 4 (1.94%) ISO/IEC 27001
4 2 (0.97%) Data Quality
4 2 (0.97%) GCP
System Software
1 25 (12.14%) Docker
2 23 (11.17%) HDFS
3 22 (10.68%) Active Directory
4 21 (10.19%) VMware Infrastructure
5 9 (4.37%) Hyper-V
6 6 (2.91%) Oracle RAC
7 5 (2.43%) VirtualBox
8 4 (1.94%) KVM
8 4 (1.94%) oVirt
8 4 (1.94%) Samba
9 3 (1.46%) Apache Flume
9 3 (1.46%) Microsoft App-V
9 3 (1.46%) Virtual Machines
9 3 (1.46%) XenApp
9 3 (1.46%) XenDesktop
10 2 (0.97%) Firmware
11 1 (0.49%) Postfix
11 1 (0.49%) vCloud
11 1 (0.49%) vSphere
Systems Management
1 46 (22.33%) Ansible
2 29 (14.08%) Puppet
3 21 (10.19%) Kubernetes
3 21 (10.19%) Opscode Chef
4 15 (7.28%) Terraform
5 14 (6.80%) SCCM
6 9 (4.37%) Docker Swarm
7 6 (2.91%) Microsoft Intune
7 6 (2.91%) Symantec Enterprise Vault
8 5 (2.43%) Packer
9 4 (1.94%) rkt
9 4 (1.94%) Tivoli
9 4 (1.94%) vRealize Orchestrator
10 3 (1.46%) Nagios
11 2 (0.97%) Backup Exec
11 2 (0.97%) Nessus
11 2 (0.97%) NetBackup
11 2 (0.97%) Nmap
11 2 (0.97%) SCOM
11 2 (0.97%) ZABBIX
Vendors
1 49 (23.79%) Microsoft
2 40 (19.42%) Oracle
3 24 (11.65%) Red Hat
3 24 (11.65%) VMware
4 17 (8.25%) Cisco
5 15 (7.28%) Google
6 8 (3.88%) Capita
6 8 (3.88%) Citrix
7 7 (3.40%) HP
7 7 (3.40%) NetApp
7 7 (3.40%) Splunk
7 7 (3.40%) Symantec
8 5 (2.43%) EMC
8 5 (2.43%) IBM
8 5 (2.43%) Talend
9 4 (1.94%) Centrify
9 4 (1.94%) Dell
9 4 (1.94%) Informatica
9 4 (1.94%) SaltStack
10 3 (1.46%) New Relic