Period
to 20 March 2019

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 20 March 2019 with a comparison to the same period in the previous 2 years.

Cloud Computing
South East > Berkshire
6 months to
20 Mar 2019
Same period 2018 Same period 2017
Rank 166 238 181
Rank change year-on-year +72 -57 +94
Permanent jobs citing Cloud Computing 81 30 102
As % of all permanent IT jobs advertised in Berkshire 1.44% 0.44% 1.39%
As % of the Cloud Services category 5.35% 2.05% 8.67%
Number of salaries quoted 69 10 76
Berkshire median annual salary £62,500 £49,250 £60,000
Median salary % change year-on-year +26.90% -17.92% -20.00%
10th Percentile £35,000 £21,138 £27,500
90th Percentile £75,000 £75,000 £87,500
South East median annual salary £57,500 £57,500 £55,000
% change year-on-year - +4.55% -

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 1,513 1,462 1,177
As % of all permanent IT jobs advertised in Berkshire 26.91% 21.39% 16.07%
Number of salaries quoted 1,215 1,082 964
Berkshire median annual salary £55,000 £52,500 £55,000
Median salary % change year-on-year +4.76% -4.55% +4.76%
10th Percentile £31,250 £29,000 £31,250
90th Percentile £77,500 £80,000 £77,500
South East median annual salary £50,000 £47,500 £47,500
% change year-on-year +5.26% - -

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 20 March 2019.

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 20 March 2019. 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 +56 70 £62,500 -16.67% 5
Bracknell -3 6 - - 1
Newbury +9 4 £52,500 +9.38% 2
Cloud Computing
South East

For the 6 months to 20 March 2019, 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 74 (91.36%) Amazon AWS
2 65 (80.25%) Linux
3 64 (79.01%) Java
4 54 (66.67%) Google
5 52 (64.20%) JavaScript
6 51 (62.96%) Software Engineering
7 50 (61.73%) Objective-C
8 48 (59.26%) Microsoft Azure
9 43 (53.09%) Docker
10 39 (48.15%) Microsoft
10 39 (48.15%) .NET
11 38 (46.91%) Python
12 36 (44.44%) Google Cloud Platform
13 35 (43.21%) Ansible
13 35 (43.21%) AngularJS
14 34 (41.98%) RESTful
14 34 (41.98%) Puppet
15 33 (40.74%) Opscode Chef
16 31 (38.27%) SaaS
16 31 (38.27%) C#
17 30 (37.04%) IBM
17 30 (37.04%) TypeScript
17 30 (37.04%) webpack
17 30 (37.04%) gulp
17 30 (37.04%) Babel
17 30 (37.04%) IBM Cloud
17 30 (37.04%) npm
18 28 (34.57%) High Availability
18 28 (34.57%) OO
18 28 (34.57%) Continuous Integration

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 (6.17%) Apache Pig
1 5 (6.17%) Apache Spark
1 5 (6.17%) Elasticsearch
2 1 (1.23%) Apache
2 1 (1.23%) Confluence
Applications
1 6 (7.41%) Microsoft Office
Cloud Services
1 74 (91.36%) Amazon AWS
2 48 (59.26%) Microsoft Azure
3 36 (44.44%) Google Cloud Platform
4 31 (38.27%) SaaS
5 30 (37.04%) IBM Cloud
5 30 (37.04%) npm
6 18 (22.22%) Amazon EC2
7 13 (16.05%) Amazon S3
8 7 (8.64%) IaaS
8 7 (8.64%) PaaS
9 6 (7.41%) Office 365
10 5 (6.17%) Amazon EMR
11 4 (4.94%) Amazon CloudWatch
11 4 (4.94%) Amazon SQS
11 4 (4.94%) AWS Lambda
11 4 (4.94%) CloudFront
11 4 (4.94%) GitHub
11 4 (4.94%) Route 53
11 4 (4.94%) Serverless
11 4 (4.94%) Virtual Private Cloud
Communications & Networking
1 20 (24.69%) H.323
2 15 (18.52%) Skype
3 6 (7.41%) Unified Communications
4 4 (4.94%) HTTP
5 3 (3.70%) LAN
6 2 (2.47%) Firewall
6 2 (2.47%) WAN
6 2 (2.47%) Wireless
7 1 (1.23%) Intrusion Detection
7 1 (1.23%) TCP/IP
7 1 (1.23%) VPN
7 1 (1.23%) VSAN
Database & Business Intelligence
1 13 (16.05%) Amazon RDS
2 10 (12.35%) Relational Database
3 9 (11.11%) Apache Cassandra
3 9 (11.11%) SQL Server
4 5 (6.17%) Apache Hive
4 5 (6.17%) Big Data
4 5 (6.17%) HBase
4 5 (6.17%) MongoDB
4 5 (6.17%) NoSQL
5 4 (4.94%) Couchbase
5 4 (4.94%) CouchDB
5 4 (4.94%) Data Warehouse
5 4 (4.94%) Hadoop
5 4 (4.94%) MariaDB
5 4 (4.94%) QlikView
5 4 (4.94%) RDBMS
5 4 (4.94%) Spark SQL
5 4 (4.94%) SQL Server Analysis Services
5 4 (4.94%) SQL Server Integration Services
5 4 (4.94%) Sqoop
Development Applications
1 30 (37.04%) Babel
1 30 (37.04%) gulp
1 30 (37.04%) webpack
2 6 (7.41%) Git (software)
3 5 (6.17%) Jenkins
3 5 (6.17%) JIRA
4 4 (4.94%) Eclipse
4 4 (4.94%) Selenium
4 4 (4.94%) Subversion
4 4 (4.94%) Team Foundation Server
5 1 (1.23%) Maven
5 1 (1.23%) Rational Rose
General
1 3 (3.70%) Telecoms
2 1 (1.23%) Marketing
Job Titles
1 51 (62.96%) Software Engineer
2 31 (38.27%) Senior Software Engineer
3 14 (17.28%) Graduate
4 11 (13.58%) Graduate Software Engineer
5 7 (8.64%) Architect
5 7 (8.64%) Consultant
5 7 (8.64%) Solutions Architect
6 6 (7.41%) Cloud Architect
6 6 (7.41%) Cloud Solutions Architect
6 6 (7.41%) Lead Architect
6 6 (7.41%) Lead Solutions Architect
6 6 (7.41%) Senior Consultant
7 5 (6.17%) Development Engineer
8 4 (4.94%) Big Data Developer
8 4 (4.94%) Developer
8 4 (4.94%) DevOps Engineer
8 4 (4.94%) Senior Big Data Developer
8 4 (4.94%) Senior Developer
8 4 (4.94%) Test Development Engineer
8 4 (4.94%) Test Engineer
Libraries, Frameworks & Software Standards
1 39 (48.15%) .NET
2 35 (43.21%) AngularJS
3 34 (41.98%) RESTful
4 24 (29.63%) WebRTC
5 23 (28.40%) HTML
5 23 (28.40%) HTML5
6 20 (24.69%) Django
7 13 (16.05%) Node.js
8 10 (12.35%) Kafka
9 9 (11.11%) JSON
9 9 (11.11%) Twisted
10 8 (9.88%) Web Services
11 6 (7.41%) ASP.NET
11 6 (7.41%) ASP.NET Web API
11 6 (7.41%) XML
12 4 (4.94%) CSS
12 4 (4.94%) jQuery
12 4 (4.94%) React
12 4 (4.94%) Spark Streaming
13 3 (3.70%) Ruby on Rails
Miscellaneous
1 24 (29.63%) Video Conferencing
2 17 (20.99%) User Experience
3 11 (13.58%) Mobile App
4 9 (11.11%) Public Cloud
5 4 (4.94%) Analytical Skills
5 4 (4.94%) Hybrid Cloud
6 3 (3.70%) Data Centre
6 3 (3.70%) Self-Motivation
7 2 (2.47%) Driving Licence
8 1 (1.23%) Clustering
Operating Systems
1 65 (80.25%) Linux
2 24 (29.63%) Android
2 24 (29.63%) Apple iOS
3 10 (12.35%) Windows
4 4 (4.94%) Unix
Processes & Methodologies
1 51 (62.96%) Software Engineering
2 28 (34.57%) Continuous Integration
2 28 (34.57%) High Availability
2 28 (34.57%) OO
3 24 (29.63%) OOP
4 20 (24.69%) Android Development
4 20 (24.69%) Computer Science
4 20 (24.69%) iOS Development
4 20 (24.69%) Mathematics
5 16 (19.75%) DevOps
6 13 (16.05%) Open Source
7 12 (14.81%) Agile Software Development
7 12 (14.81%) Presales
8 8 (9.88%) Project Management
8 8 (9.88%) Scrum
9 7 (8.64%) Configuration Management
9 7 (8.64%) Thought Leadership
10 6 (7.41%) Data Protection
10 6 (7.41%) Identity Access Management
10 6 (7.41%) Vendor Relationship Management
Programming Languages
1 64 (79.01%) Java
2 52 (64.20%) JavaScript
3 50 (61.73%) Objective-C
4 38 (46.91%) Python
5 31 (38.27%) C#
6 30 (37.04%) TypeScript
7 23 (28.40%) Ruby
8 20 (24.69%) Go
9 15 (18.52%) Assembly Language
10 13 (16.05%) C++
11 11 (13.58%) Scala
11 11 (13.58%) SQL
12 10 (12.35%) Shell Script
13 9 (11.11%) C
14 7 (8.64%) PL/SQL
15 4 (4.94%) PowerShell
16 3 (3.70%) Bash Shell
16 3 (3.70%) Perl
16 3 (3.70%) PHP
Qualifications
1 22 (27.16%) Degree
2 21 (25.93%) Computer Science Degree
3 10 (12.35%) AWS Certification
4 6 (7.41%) Security Cleared
5 4 (4.94%) MCSE
5 4 (4.94%) Microsoft Certification
6 3 (3.70%) MCSA
7 2 (2.47%) PRINCE2 Certification
8 1 (1.23%) HP ASE
8 1 (1.23%) NCIE
Quality Assurance & Compliance
1 6 (7.41%) GDPR
2 4 (4.94%) QA
3 1 (1.23%) PCI DSS
System Software
1 43 (53.09%) Docker
2 26 (32.10%) VMware Infrastructure
3 13 (16.05%) Virtual Machines
4 5 (6.17%) Hyper-V
5 4 (4.94%) Apache Flume
5 4 (4.94%) HDFS
Systems Management
1 35 (43.21%) Ansible
2 34 (41.98%) Puppet
3 33 (40.74%) Opscode Chef
4 8 (9.88%) Kubernetes
5 4 (4.94%) Kibana
5 4 (4.94%) Oozie
5 4 (4.94%) Rundeck
5 4 (4.94%) Terraform
6 1 (1.23%) Grafana
6 1 (1.23%) Graylog
6 1 (1.23%) Microsoft Clustering
6 1 (1.23%) SCOM
6 1 (1.23%) SCVMM
Vendors
1 54 (66.67%) Google
2 39 (48.15%) Microsoft
3 30 (37.04%) IBM
4 26 (32.10%) VMware
5 8 (9.88%) Oracle
6 5 (6.17%) Tableau
7 4 (4.94%) Cloudera
7 4 (4.94%) Hortonworks
8 2 (2.47%) HP
8 2 (2.47%) NetApp
9 1 (1.23%) Casewise
9 1 (1.23%) Dell
9 1 (1.23%) Informatica
9 1 (1.23%) Salesforce.com
9 1 (1.23%) Teradata
9 1 (1.23%) Veeam