Period
to 10 December 2018

The following table provides summary statistics for permanent job vacancies advertised in Berkshire with a requirement for Cloud Computing skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Cloud Computing over the 6 months to 10 December 2018 with a comparison to the same period in the previous 2 years.

Cloud Computing
South East > Berkshire
6 months to
10 Dec 2018
Same period 2017 Same period 2016
Rank 201 214 150
Rank change year-on-year +13 -64 +119
Permanent jobs citing Cloud Computing 52 46 161
As % of all permanent IT jobs advertised in Berkshire 0.86% 0.72% 1.91%
As % of the Cloud Services category 3.34% 3.91% 12.99%
Number of salaries quoted 40 32 110
Berkshire median annual salary £56,250 £52,373 £70,000
Median salary % change year-on-year +7.40% -25.18% +16.67%
10th Percentile £26,000 £23,750 £37,500
90th Percentile £82,750 £68,625 £95,250
South East median annual salary £57,500 £55,000 £56,000
% change year-on-year +4.55% -1.79% +1.82%

Cloud Computing 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 1,556 1,176 1,239
As % of all permanent IT jobs advertised in Berkshire 25.69% 18.44% 14.68%
Number of salaries quoted 1,172 909 998
Berkshire median annual salary £55,000 £50,000 £55,000
Median salary % change year-on-year +10.00% -9.09% +10.00%
10th Percentile £29,775 £27,500 £32,675
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%

Cloud Computing
Job Vacancy Trend in Berkshire

Job postings citing Cloud Computing as a percentage of all IT jobs advertised in Berkshire.

Job vacancy trend for Cloud Computing in Berkshire

Cloud Computing
Salary Trend in Berkshire

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

Salary trend for Cloud Computing in Berkshire

Cloud Computing
Salary Histogram in Berkshire

The salary distribution of IT jobs citing Cloud Computing in Berkshire over the 6 months to 10 December 2018.

Salary histogram for Cloud Computing in Berkshire

Cloud Computing
Job Locations in Berkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Cloud Computing within the Berkshire region over the 6 months to 10 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 +30 39 £62,500 -2.34% 8
Slough -6 5 £57,500 +27.78%
Newbury -5 2 £46,250 -7.26% 1
Bracknell -14 2 £26,000 -36.97%
Maidenhead - 1 £52,500 - 3
Windsor - 1 £52,500 -
Cloud Computing
South East

For the 6 months to 10 December 2018, IT jobs citing Cloud Computing 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 Cloud Computing.

1 36 (69.23%) Amazon AWS
2 34 (65.38%) Linux
3 27 (51.92%) Java
3 27 (51.92%) JavaScript
3 27 (51.92%) Google
4 25 (48.08%) Microsoft Azure
4 25 (48.08%) Microsoft
4 25 (48.08%) Software Engineering
5 24 (46.15%) Degree
6 21 (40.38%) Objective-C
7 19 (36.54%) Python
7 19 (36.54%) Ansible
7 19 (36.54%) Docker
7 19 (36.54%) Computer Science Degree
8 18 (34.62%) VMware
8 18 (34.62%) Computer Science
8 18 (34.62%) VMware Infrastructure
9 16 (30.77%) Continuous Integration
9 16 (30.77%) HTML
10 15 (28.85%) OO
10 15 (28.85%) Amazon EC2
10 15 (28.85%) HTML5
10 15 (28.85%) High Availability
10 15 (28.85%) AngularJS
11 14 (26.92%) RESTful
11 14 (26.92%) Mathematics
11 14 (26.92%) Opscode Chef
12 13 (25.00%) Open Source
13 12 (23.08%) SaaS
13 12 (23.08%) Apple iOS

Cloud Computing
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 5 (9.62%) Confluence
1 5 (9.62%) Elasticsearch
2 4 (7.69%) Apache Pig
2 4 (7.69%) Apache Spark
3 3 (5.77%) IIS
3 3 (5.77%) SharePoint
4 2 (3.85%) OpenStack
5 1 (1.92%) Exchange Server 2010
5 1 (1.92%) Exchange Server 2013
5 1 (1.92%) MS Exchange
Applications
1 2 (3.85%) Microsoft Excel
1 2 (3.85%) Microsoft Office
1 2 (3.85%) Microsoft PowerPoint
1 2 (3.85%) MS Visio
Business Applications
1 1 (1.92%) Dynamics AX
1 1 (1.92%) Dynamics CRM
1 1 (1.92%) NetSuite
Cloud Services
1 36 (69.23%) Amazon AWS
2 25 (48.08%) Microsoft Azure
3 15 (28.85%) Amazon EC2
4 12 (23.08%) Google Cloud Platform
4 12 (23.08%) SaaS
5 10 (19.23%) IBM Cloud
5 10 (19.23%) npm
6 7 (13.46%) Amazon S3
7 6 (11.54%) GitHub
7 6 (11.54%) Office 365
8 5 (9.62%) IaaS
8 5 (9.62%) PaaS
9 4 (7.69%) Amazon EMR
10 2 (3.85%) Amazon CloudWatch
10 2 (3.85%) Amazon SQS
10 2 (3.85%) AWS Lambda
10 2 (3.85%) CloudFront
10 2 (3.85%) Route 53
10 2 (3.85%) Serverless
10 2 (3.85%) Virtual Private Cloud
Communications & Networking
1 11 (21.15%) H.323
2 6 (11.54%) Skype
3 4 (7.69%) HTTP
4 3 (5.77%) DNS
4 3 (5.77%) Firewall
5 2 (3.85%) DHCP
5 2 (3.85%) NAS
5 2 (3.85%) Remote Desktop
5 2 (3.85%) SAN
5 2 (3.85%) TCP/IP
5 2 (3.85%) Unified Communications
5 2 (3.85%) VSAN
6 1 (1.92%) DMZ
6 1 (1.92%) VPN
Database & Business Intelligence
1 7 (13.46%) Amazon RDS
1 7 (13.46%) SQL Server
2 5 (9.62%) Apache Cassandra
3 4 (7.69%) Apache Hive
3 4 (7.69%) Big Data
3 4 (7.69%) Couchbase
3 4 (7.69%) Data Warehouse
3 4 (7.69%) Hadoop
3 4 (7.69%) HBase
3 4 (7.69%) MongoDB
3 4 (7.69%) MySQL
3 4 (7.69%) NoSQL
3 4 (7.69%) PostgreSQL
3 4 (7.69%) QlikView
3 4 (7.69%) RDBMS
3 4 (7.69%) Relational Database
3 4 (7.69%) Spark SQL
3 4 (7.69%) SQL Server Analysis Services
3 4 (7.69%) SQL Server Integration Services
3 4 (7.69%) Sqoop
Development Applications
1 11 (21.15%) gulp
2 10 (19.23%) Babel
2 10 (19.23%) Jenkins
2 10 (19.23%) JIRA
2 10 (19.23%) webpack
3 9 (17.31%) Subversion
4 6 (11.54%) Git (software)
5 5 (9.62%) Eclipse
6 4 (7.69%) Team Foundation Server
7 1 (1.92%) Rational Rose
General
1 11 (21.15%) Telecoms
2 7 (13.46%) Finance
3 3 (5.77%) Manufacturing
3 3 (5.77%) Marketing
4 2 (3.85%) Billing
4 2 (3.85%) Legal
4 2 (3.85%) Mandarin Language
4 2 (3.85%) Retail
5 1 (1.92%) Electronics
Job Titles
1 21 (40.38%) Software Engineer
2 10 (19.23%) Senior Software Engineer
3 7 (13.46%) Architect
3 7 (13.46%) Graduate
4 6 (11.54%) Developer
4 6 (11.54%) Graduate Software Engineer
5 5 (9.62%) Solutions Architect
6 4 (7.69%) Big Data Developer
6 4 (7.69%) Consultant
6 4 (7.69%) DevOps Engineer
6 4 (7.69%) Senior Architect
6 4 (7.69%) Senior Big Data Developer
6 4 (7.69%) Senior Developer
6 4 (7.69%) Senior Solutions Architect
7 3 (5.77%) Cloud Architect
7 3 (5.77%) Linux Engineer
7 3 (5.77%) Support Engineer
8 2 (3.85%) Applications Support
8 2 (3.85%) Systems Engineer
8 2 (3.85%) Technical Architect
Libraries, Frameworks & Software Standards
1 16 (30.77%) HTML
2 15 (28.85%) AngularJS
2 15 (28.85%) HTML5
3 14 (26.92%) RESTful
4 11 (21.15%) .NET
4 11 (21.15%) Django
4 11 (21.15%) WebRTC
5 7 (13.46%) Kafka
5 7 (13.46%) Web Services
6 5 (9.62%) CSS
6 5 (9.62%) JSON
6 5 (9.62%) React
6 5 (9.62%) Twisted
6 5 (9.62%) XML
7 4 (7.69%) jQuery
7 4 (7.69%) Spark Streaming
8 2 (3.85%) Node.js
9 1 (1.92%) CSS3
9 1 (1.92%) REST
9 1 (1.92%) XSLT
Miscellaneous
1 11 (21.15%) User Experience
1 11 (21.15%) Video Conferencing
2 10 (19.23%) Analytical Skills
3 8 (15.38%) Self-Motivation
4 7 (13.46%) Data Centre
5 6 (11.54%) Management Information System
5 6 (11.54%) Mobile App
6 4 (7.69%) Hybrid Cloud
7 3 (5.77%) Clustering
8 2 (3.85%) N-Tier
8 2 (3.85%) Public Cloud
Operating Systems
1 34 (65.38%) Linux
2 12 (23.08%) Android
2 12 (23.08%) Apple iOS
2 12 (23.08%) Windows
3 6 (11.54%) Unix
4 5 (9.62%) Windows Server 2012
5 3 (5.77%) Ubuntu
5 3 (5.77%) Windows Server 2008
6 2 (3.85%) Red Hat Enterprise Linux
6 2 (3.85%) Windows Server
6 2 (3.85%) Windows Server 2003
Processes & Methodologies
1 25 (48.08%) Software Engineering
2 18 (34.62%) Computer Science
3 16 (30.77%) Continuous Integration
4 15 (28.85%) High Availability
4 15 (28.85%) OO
5 14 (26.92%) Mathematics
6 13 (25.00%) Open Source
7 11 (21.15%) Agile Software Development
7 11 (21.15%) Android Development
7 11 (21.15%) DevOps
7 11 (21.15%) iOS Development
7 11 (21.15%) OOP
8 10 (19.23%) Problem-Solving
9 8 (15.38%) Customer-Centricity
10 5 (9.62%) Business Intelligence
10 5 (9.62%) Presales
10 5 (9.62%) Scrum
10 5 (9.62%) Use Case
10 5 (9.62%) User Acceptance Testing
11 4 (7.69%) Performance Testing
Programming Languages
1 27 (51.92%) Java
1 27 (51.92%) JavaScript
2 21 (40.38%) Objective-C
3 19 (36.54%) Python
4 12 (23.08%) Ruby
5 11 (21.15%) Go
6 10 (19.23%) Assembly Language
6 10 (19.23%) C#
6 10 (19.23%) SQL
6 10 (19.23%) TypeScript
7 7 (13.46%) C
7 7 (13.46%) C++
8 5 (9.62%) PHP
9 4 (7.69%) Bash Shell
9 4 (7.69%) Scala
9 4 (7.69%) Shell Script
10 1 (1.92%) ES6
10 1 (1.92%) Google Apps Script
10 1 (1.92%) PowerShell
Qualifications
1 24 (46.15%) Degree
2 19 (36.54%) Computer Science Degree
3 2 (3.85%) AWS Certification
3 2 (3.85%) MCITP
3 2 (3.85%) MCSA
3 2 (3.85%) MCSE
3 2 (3.85%) Microsoft Certification
3 2 (3.85%) RHCE
3 2 (3.85%) VMware Certified Professional (VCP)
4 1 (1.92%) CEH
4 1 (1.92%) CISA
4 1 (1.92%) CISM
4 1 (1.92%) CISSP
Quality Assurance & Compliance
1 4 (7.69%) QA
2 2 (3.85%) COBIT
3 1 (1.92%) GDPR
3 1 (1.92%) PCI DSS
System Software
1 19 (36.54%) Docker
2 18 (34.62%) VMware Infrastructure
3 9 (17.31%) Virtual Machines
4 6 (11.54%) Active Directory
5 4 (7.69%) Apache Flume
5 4 (7.69%) HDFS
5 4 (7.69%) KVM
5 4 (7.69%) Xen
5 4 (7.69%) XenServer
6 2 (3.85%) Ceph
6 2 (3.85%) Hyper-V
6 2 (3.85%) vCloud
6 2 (3.85%) vSphere
Systems Management
1 19 (36.54%) Ansible
2 14 (26.92%) Opscode Chef
3 11 (21.15%) Puppet
4 6 (11.54%) Kubernetes
5 4 (7.69%) Kibana
5 4 (7.69%) Oozie
5 4 (7.69%) Rundeck
6 2 (3.85%) AirWatch
6 2 (3.85%) Terraform
7 1 (1.92%) Backup Exec
7 1 (1.92%) Grafana
7 1 (1.92%) Graylog
7 1 (1.92%) Microsoft Clustering
Vendors
1 27 (51.92%) Google
2 25 (48.08%) Microsoft
3 18 (34.62%) VMware
4 10 (19.23%) IBM
5 5 (9.62%) Oracle
6 4 (7.69%) Cloudera
6 4 (7.69%) Hortonworks
6 4 (7.69%) Huawei
6 4 (7.69%) Red Hat
6 4 (7.69%) Tableau
7 3 (5.77%) Cisco
7 3 (5.77%) EMC
7 3 (5.77%) HP
7 3 (5.77%) NetApp
8 2 (3.85%) 3PAR
8 2 (3.85%) Citrix
8 2 (3.85%) Juniper
8 2 (3.85%) Proofpoint
9 1 (1.92%) Casewise
9 1 (1.92%) Dell