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 3 months to 24 April 2017 with a comparison to the same period in the previous 2 years.

Cloud Computing
Cambridgeshire / Cambridge
3 months to
24 Apr 2017
Same period 2016 Same period 2015
Rank 85 78 89
Rank change year-on-year -7 +11  
Permanent jobs citing Cloud Computing 33 32 26
As % of all permanent IT jobs advertised in Cambridge 2.49% 2.32% 1.72%
As % of the Cloud Services category 15.00% 24.43% 22.81%
Number of salaries quoted 32 29 18
Median salary £53,750 £47,500 £56,250
Median salary % change year-on-year +13.15% -15.55%  
90% offered a salary of more than £50,000 £42,500 £40,000
10% offered a salary of more than £62,000 £57,500 £100,000
UK excluding London median salary £47,500 £50,000 £48,000
% change year-on-year -5.00% +4.16%  

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 220 131 114
As % of all permanent IT job vacancies advertised in Cambridge 16.59% 9.48% 7.54%
Number of salaries quoted 168 110 96
Median salary £49,000 £47,500 £45,000
Median salary % change year-on-year +3.15% +5.55%  
90% offered a salary of more than £34,000 £35,791 £32,500
10% offered a salary of more than £57,500 £67,500 £57,500
UK excluding London median salary £45,000 £45,000 £45,000

Cloud Computing
Job Vacancy Trend in Cambridge

The job posting trend of jobs advertised in Cambridge citing Cloud Computing as a proportion of all permanent or contract IT jobs with a match in the Cloud Services category.

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 3 months to 24 April 2017.

Salary histogram for Cloud Computing in Cambridge

For the 6 months to 24 April 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 45 (86.54%) Amazon AWS
2 42 (80.77%) Python
3 36 (69.23%) Docker
4 33 (63.46%) Elasticsearch
5 28 (53.85%) Java
6 24 (46.15%) Big Data
6 24 (46.15%) Git (software)
7 23 (44.23%) NoSQL
8 22 (42.31%) Computer Science
8 22 (42.31%) Algorithms
9 21 (40.38%) Data Structures
9 21 (40.38%) JSON
9 21 (40.38%) Microsoft Azure
9 21 (40.38%) HBase
9 21 (40.38%) MongoDB
9 21 (40.38%) OOP
9 21 (40.38%) Software Engineering
10 20 (38.46%) DevOps
11 15 (28.85%) Open Source
11 15 (28.85%) Grafana
12 13 (25.00%) Continuous Integration
13 12 (23.08%) Ruby
13 12 (23.08%) Life Science
13 12 (23.08%) Selenium
13 12 (23.08%) nginx
13 12 (23.08%) PHPUnit
13 12 (23.08%) BDD
13 12 (23.08%) Redis
13 12 (23.08%) Continuous Improvement
13 12 (23.08%) Jenkins

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 (63.46%) Elasticsearch
2 12 (23.08%) nginx
3 8 (15.38%) Drupal
4 1 (1.92%) SAS
Applications
1 5 (9.62%) Microsoft Office
Cloud Services
1 45 (86.54%) Amazon AWS
2 21 (40.38%) Microsoft Azure
3 12 (23.08%) Loggly
Communications & Networking
1 1 (1.92%) Ethernet
1 1 (1.92%) Fibre Channel
1 1 (1.92%) Internet
1 1 (1.92%) TCP/IP
1 1 (1.92%) Wireless
Database & Business Intelligence
1 24 (46.15%) Big Data
2 23 (44.23%) NoSQL
3 21 (40.38%) HBase
3 21 (40.38%) MongoDB
4 12 (23.08%) InfluxDB
4 12 (23.08%) PostgreSQL
4 12 (23.08%) Redis
5 5 (9.62%) MySQL
6 1 (1.92%) Data Warehouse
6 1 (1.92%) Hadoop
Development Applications
1 24 (46.15%) Git (software)
2 12 (23.08%) Jenkins
2 12 (23.08%) PHPUnit
2 12 (23.08%) Selenium
2 12 (23.08%) Vagrant
3 4 (7.69%) CircleCI
3 4 (7.69%) RSpec
4 1 (1.92%) JIRA
4 1 (1.92%) Talend Open Studio
General
1 1 (1.92%) Automotive
1 1 (1.92%) Finance
Job Titles
1 31 (59.62%) Developer
2 21 (40.38%) Java Developer
3 16 (30.77%) Java Engineer
4 13 (25.00%) AWS Developer
5 12 (23.08%) AWS DevOps
5 12 (23.08%) DevOps Engineer
6 10 (19.23%) Python Developer
7 9 (17.31%) Senior Developer
8 8 (15.38%) AWS Engineer
8 8 (15.38%) Senior DevOps
9 7 (13.46%) Big Data Developer
10 5 (9.62%) 2nd Line Engineer
10 5 (9.62%) Developer/Software Engineer
10 5 (9.62%) Java Software Developer
10 5 (9.62%) Java Software Engineer
10 5 (9.62%) Software Developer
10 5 (9.62%) Software Engineer
11 4 (7.69%) Big Data Engineer
11 4 (7.69%) Graduate
11 4 (7.69%) Senior Ruby Developer
Libraries, Frameworks & Software Standards
1 21 (40.38%) JSON
2 12 (23.08%) Behat
2 12 (23.08%) Lucene
2 12 (23.08%) pytest
2 12 (23.08%) Ruby on Rails
3 8 (15.38%) Django
3 8 (15.38%) Symfony
4 4 (7.69%) .NET
4 4 (7.69%) ASP.NET
4 4 (7.69%) Ember.js
4 4 (7.69%) LAMP
5 2 (3.85%) Web Services
6 1 (1.92%) AngularJS
6 1 (1.92%) CSS
6 1 (1.92%) D3.js
6 1 (1.92%) HTML
6 1 (1.92%) jQuery
6 1 (1.92%) Semantic UI
6 1 (1.92%) Twitter Bootstrap
Miscellaneous
1 22 (42.31%) Algorithms
1 22 (42.31%) Computer Science
2 21 (40.38%) Data Structures
3 12 (23.08%) Life Science
4 5 (9.62%) Blackberry
4 5 (9.62%) iPhone
4 5 (9.62%) PDA
5 4 (7.69%) Linux Command Line
6 3 (5.77%) Cyberthreat
7 1 (1.92%) Analytical Skills
7 1 (1.92%) Device Driver
7 1 (1.92%) Handset
7 1 (1.92%) Internet of Things
7 1 (1.92%) User Experience
Operating Systems
1 10 (19.23%) Linux
2 9 (17.31%) Windows
3 5 (9.62%) Windows 10
3 5 (9.62%) Windows 7
3 5 (9.62%) Windows Server
3 5 (9.62%) Windows Server 2012
4 3 (5.77%) CentOS
4 3 (5.77%) Mac OS
4 3 (5.77%) Red Hat Enterprise Linux
Processes & Methodologies
1 21 (40.38%) OOP
1 21 (40.38%) Software Engineering
2 20 (38.46%) DevOps
3 15 (28.85%) Open Source
4 13 (25.00%) Continuous Integration
5 12 (23.08%) BDD
5 12 (23.08%) Continuous Delivery
5 12 (23.08%) Continuous Improvement
5 12 (23.08%) TDD
6 8 (15.38%) Cybersecurity
7 4 (7.69%) Machine Learning
8 3 (5.77%) Artificial Intelligence
8 3 (5.77%) Reinforcement Learning
9 2 (3.85%) Agile Software Development
9 2 (3.85%) Analytics
10 1 (1.92%) Data Governance
10 1 (1.92%) Data Integration
10 1 (1.92%) Data Visualisation
10 1 (1.92%) Functional Testing
10 1 (1.92%) Process Improvement
Programming Languages
1 42 (80.77%) Python
2 28 (53.85%) Java
3 12 (23.08%) PHP
3 12 (23.08%) Ruby
4 8 (15.38%) C++
5 7 (13.46%) Bash Shell
5 7 (13.46%) Perl
6 4 (7.69%) C#
7 2 (3.85%) SQL
8 1 (1.92%) C
Qualifications
1 6 (11.54%) Degree
2 1 (1.92%) PhD
System Software
1 36 (69.23%) Docker
2 5 (9.62%) Active Directory
3 3 (5.77%) Hyper-V
3 3 (5.77%) VMware Infrastructure
4 1 (1.92%) GFS2
4 1 (1.92%) NFS
4 1 (1.92%) Virtual Machines
Systems Management
1 15 (28.85%) Grafana
2 3 (5.77%) Munin
2 3 (5.77%) Opscode Chef
2 3 (5.77%) Puppet
2 3 (5.77%) Salt
2 3 (5.77%) ZABBIX
Vendors
1 12 (23.08%) SaltStack
2 8 (15.38%) New Relic
3 5 (9.62%) Microsoft
4 3 (5.77%) VMware
5 1 (1.92%) Cognizant
5 1 (1.92%) Google
5 1 (1.92%) Salesforce.com
5 1 (1.92%) Tableau
5 1 (1.92%) Talend
Cambridge, Cambridgeshire
Understanding Recruitment
Salary: £45000 - £55000 per annum + shares + bens
Posted: Yesterday
Cambridge, Cambridgeshire
MaxAd
Salary: £23000 - £25000 per annum
Posted: 14 hours ago