Period
to 25 July 2017

The following table provides summary statistics for permanent job vacancies advertised in Cambridge 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 25 July 2017 with a comparison to the same period in the previous 2 years.

Cloud Computing
Cambridgeshire > Cambridge
6 months to
25 Jul 2017
Same period 2016 Same period 2015
Rank 118 107 113
Rank change year-on-year -11 +6 +32
Permanent jobs citing Cloud Computing 50 51 49
As % of all permanent IT jobs advertised in Cambridge 1.83% 1.99% 1.68%
As % of the Cloud Services category 11.42% 17.83% 20.76%
Number of salaries quoted 42 42 25
Cambridge median annual salary £50,000 £50,000 £50,000
10th Percentile £37,500 £38,750 £35,250
90th Percentile £58,750 £61,250 £89,500
Cambridgeshire median annual salary £50,000 £50,000 £42,500
% change year-on-year - +17.65% +6.25%

Cloud Computing is in the cloud computing skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Cambridge with a requirement for cloud computing skills.

Cloud Computing Skills
Cambridge
Permanent job vacancies with a requirement for cloud computing skills 438 286 236
As % of all permanent IT job vacancies advertised in Cambridge 16.03% 11.16% 8.11%
Number of salaries quoted 348 226 176
Cambridge median annual salary £47,500 £50,000 £45,000
Median salary % change year-on-year -5.00% +11.11% +12.50%
10th Percentile £31,775 £33,060 £27,500
90th Percentile £71,250 £62,500 £67,500
Cambridgeshire median annual salary £45,000 £47,500 £45,000
% change year-on-year -5.26% +5.56% +12.50%

Cloud Computing
Job Vacancy Trend in Cambridge

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

Job vacancy trend for Cloud Computing in Cambridge

Cloud Computing
Salary Trend in Cambridge

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

Salary trend for Cloud Computing in Cambridge

Cloud Computing
Salary Histogram in Cambridge

The salary distribution of IT jobs citing Cloud Computing in Cambridge over the 6 months to 25 July 2017.

Salary histogram for Cloud Computing in Cambridge

For the 6 months to 25 July 2017, IT jobs citing Cloud Computing also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Cambridge region with a requirement for Cloud Computing.

1 38 (76.00%) Amazon AWS
2 37 (74.00%) Python
3 36 (72.00%) Docker
4 33 (66.00%) Elasticsearch
5 25 (50.00%) Java
6 23 (46.00%) NoSQL
6 23 (46.00%) Big Data
7 22 (44.00%) Git (software)
8 21 (42.00%) Microsoft Azure
8 21 (42.00%) MongoDB
8 21 (42.00%) HBase
8 21 (42.00%) OOP
8 21 (42.00%) JSON
8 21 (42.00%) Computer Science
8 21 (42.00%) Data Structures
9 17 (34.00%) Algorithms
10 15 (30.00%) DevOps
10 15 (30.00%) Grafana
11 14 (28.00%) Test Automation
12 13 (26.00%) Open Source
12 13 (26.00%) Software Engineering
12 13 (26.00%) Windows
12 13 (26.00%) PHP
13 12 (24.00%) SaltStack
13 12 (24.00%) InfluxDB
13 12 (24.00%) pytest
13 12 (24.00%) Continuous Delivery
13 12 (24.00%) Loggly
13 12 (24.00%) Ruby on Rails
13 12 (24.00%) Life Science

Cloud Computing
Co-occurring IT Skills in Cambridge 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 33 (66.00%) Elasticsearch
2 12 (24.00%) nginx
3 8 (16.00%) Drupal
4 1 (2.00%) SAS
Applications
1 9 (18.00%) Microsoft Office
Cloud Services
1 38 (76.00%) Amazon AWS
2 21 (42.00%) Microsoft Azure
3 12 (24.00%) Loggly
4 1 (2.00%) G Suite
4 1 (2.00%) SaaS
Communications & Networking
1 5 (10.00%) Internet
2 1 (2.00%) Ethernet
2 1 (2.00%) Fibre Channel
2 1 (2.00%) TCP/IP
Database & Business Intelligence
1 23 (46.00%) Big Data
1 23 (46.00%) NoSQL
2 21 (42.00%) HBase
2 21 (42.00%) MongoDB
3 12 (24.00%) InfluxDB
3 12 (24.00%) PostgreSQL
3 12 (24.00%) Redis
4 1 (2.00%) Hadoop
4 1 (2.00%) SQL Server
Development Applications
1 22 (44.00%) Git (software)
2 12 (24.00%) Jenkins
2 12 (24.00%) PHPUnit
2 12 (24.00%) Selenium
2 12 (24.00%) Vagrant
3 5 (10.00%) Maven
4 4 (8.00%) CircleCI
4 4 (8.00%) RSpec
5 1 (2.00%) webpack
General
1 1 (2.00%) Automotive
1 1 (2.00%) Finance
Job Titles
1 31 (62.00%) Developer
2 21 (42.00%) Java Developer
3 13 (26.00%) AWS Developer
4 12 (24.00%) AWS DevOps
5 11 (22.00%) Python Developer
6 9 (18.00%) Java Engineer
7 8 (16.00%) DevOps Developer
7 8 (16.00%) Senior Developer
7 8 (16.00%) Senior DevOps
8 7 (14.00%) Analyst
8 7 (14.00%) AWS Engineer
8 7 (14.00%) DevOps Engineer
8 7 (14.00%) Software Analyst
8 7 (14.00%) Software Support Analyst
8 7 (14.00%) Support Analyst
9 6 (12.00%) Big Data Developer
10 5 (10.00%) Developer/Software Engineer
10 5 (10.00%) Graduate Java Developer
10 5 (10.00%) Java Software Developer
10 5 (10.00%) Java Software Engineer
Libraries, Frameworks & Software Standards
1 21 (42.00%) JSON
2 12 (24.00%) Behat
2 12 (24.00%) Lucene
2 12 (24.00%) pytest
2 12 (24.00%) Ruby on Rails
3 8 (16.00%) Django
3 8 (16.00%) Symfony
4 4 (8.00%) Ember.js
5 2 (4.00%) CSS
5 2 (4.00%) HTML
5 2 (4.00%) HTML5
5 2 (4.00%) Sass
5 2 (4.00%) Web Services
6 1 (2.00%) Ajax
6 1 (2.00%) AngularJS
6 1 (2.00%) CSS3
6 1 (2.00%) D3.js
6 1 (2.00%) LESS
6 1 (2.00%) REST
6 1 (2.00%) SOAP
Miscellaneous
1 21 (42.00%) Computer Science
1 21 (42.00%) Data Structures
2 17 (34.00%) Algorithms
3 12 (24.00%) Life Science
4 5 (10.00%) Internet of Things
5 3 (6.00%) Cyberthreat
6 2 (4.00%) Blackberry
6 2 (4.00%) iPhone
6 2 (4.00%) PDA
7 1 (2.00%) Device Driver
Operating Systems
1 13 (26.00%) Windows
2 4 (8.00%) Linux
3 3 (6.00%) CentOS
3 3 (6.00%) Mac OS
3 3 (6.00%) Red Hat Enterprise Linux
4 2 (4.00%) Windows 10
4 2 (4.00%) Windows 7
4 2 (4.00%) Windows Server
4 2 (4.00%) Windows Server 2012
Processes & Methodologies
1 21 (42.00%) OOP
2 15 (30.00%) DevOps
3 14 (28.00%) Test Automation
4 13 (26.00%) Open Source
4 13 (26.00%) Software Engineering
5 12 (24.00%) BDD
5 12 (24.00%) Continuous Delivery
5 12 (24.00%) Continuous Improvement
5 12 (24.00%) Continuous Integration
5 12 (24.00%) TDD
6 5 (10.00%) Cybersecurity
6 5 (10.00%) OO
7 4 (8.00%) Machine Learning
8 3 (6.00%) Agile Software Development
8 3 (6.00%) Artificial Intelligence
8 3 (6.00%) Reinforcement Learning
9 2 (4.00%) Scrum
10 1 (2.00%) Bioinformatics
10 1 (2.00%) MVC
10 1 (2.00%) Stakeholder Management
Programming Languages
1 37 (74.00%) Python
2 25 (50.00%) Java
3 13 (26.00%) PHP
4 12 (24.00%) Ruby
5 8 (16.00%) SQL
6 3 (6.00%) Bash Shell
6 3 (6.00%) C++
6 3 (6.00%) Perl
7 2 (4.00%) C#
7 2 (4.00%) JavaScript
8 1 (2.00%) C
Qualifications
1 5 (10.00%) Computer Science Degree
1 5 (10.00%) Degree
2 1 (2.00%) PhD
System Software
1 36 (72.00%) Docker
2 3 (6.00%) Hyper-V
2 3 (6.00%) VMware Infrastructure
3 2 (4.00%) Active Directory
4 1 (2.00%) GFS2
4 1 (2.00%) NFS
4 1 (2.00%) Virtual Machines
Systems Management
1 15 (30.00%) Grafana
2 3 (6.00%) Munin
2 3 (6.00%) Opscode Chef
2 3 (6.00%) Puppet
2 3 (6.00%) Salt
2 3 (6.00%) ZABBIX
Vendors
1 12 (24.00%) SaltStack
2 10 (20.00%) Microsoft
3 8 (16.00%) New Relic
4 3 (6.00%) VMware
5 1 (2.00%) Google
5 1 (2.00%) Salesforce.com
5 1 (2.00%) Tableau
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