Period
to 9 December 2018

The following table provides summary statistics for permanent job vacancies advertised in Cambridge with a requirement for OpenStack skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited OpenStack over the 6 months to 9 December 2018 with a comparison to the same period in the previous 2 years.

OpenStack
Cambridgeshire > Cambridge
6 months to
9 Dec 2018
Same period 2017 Same period 2016
Rank 89 174 140
Rank change year-on-year +85 -34 +18
Permanent jobs citing OpenStack 45 9 9
As % of all permanent IT jobs advertised in Cambridge 2.27% 0.29% 0.39%
As % of the Application Platforms category 16.42% 3.93% 2.88%
Number of salaries quoted 35 8 4
Cambridge median annual salary £47,773 £39,432 £45,000
Median salary % change year-on-year +21.15% -12.37% -26.23%
10th Percentile £40,804 £38,153 £42,500
90th Percentile £55,343 £52,000 £56,250
Cambridgeshire median annual salary £46,456 £40,000 £45,000
% change year-on-year +16.14% -11.11% -26.23%

OpenStack is in the Application Platforms category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Cambridge with a requirement for application platform skills.

All Application Platform Skills
Cambridge
Permanent vacancies with a requirement for application platform skills 274 229 313
As % of all permanent IT jobs advertised in Cambridge 13.82% 7.26% 13.61%
Number of salaries quoted 213 177 261
Cambridge median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - +2.51%
10th Percentile £26,250 £24,975 £26,250
90th Percentile £72,500 £71,250 £75,000
Cambridgeshire median annual salary £45,139 £45,000 £44,500
% change year-on-year +0.31% +1.12% +11.25%

OpenStack
Job Vacancy Trend in Cambridge

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

Job vacancy trend for OpenStack in Cambridge

OpenStack
Salary Trend in Cambridge

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

Salary trend for OpenStack in Cambridge

OpenStack
Salary Histogram in Cambridge

The salary distribution of IT jobs citing OpenStack in Cambridge over the 6 months to 9 December 2018.

Salary histogram for OpenStack in Cambridge

For the 6 months to 9 December 2018, IT jobs citing OpenStack 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 Cambridge region with a requirement for OpenStack.

1 25 (55.56%) Bioinformatics
1 25 (55.56%) Biology
2 24 (53.33%) Agile Software Development
3 22 (48.89%) Mathematics
3 22 (48.89%) Data Analysis
4 21 (46.67%) Python
5 18 (40.00%) Ansible
6 17 (37.78%) Open Source
6 17 (37.78%) Law
7 16 (35.56%) Informatics
7 16 (35.56%) Git (software)
7 16 (35.56%) Problem-Solving
8 15 (33.33%) Docker
8 15 (33.33%) Degree
9 14 (31.11%) Web Services
9 14 (31.11%) Packer
9 14 (31.11%) Terraform
10 13 (28.89%) Disruptive Innovation
10 13 (28.89%) Lustre
10 13 (28.89%) Self-Motivation
10 13 (28.89%) Creative Problem-Solving
10 13 (28.89%) IT Strategy
10 13 (28.89%) Software-Defined Networking
10 13 (28.89%) Machine Learning
10 13 (28.89%) Linux
10 13 (28.89%) DNA
10 13 (28.89%) Life Science
11 12 (26.67%) DevOps
11 12 (26.67%) Private Cloud
12 10 (22.22%) Kubernetes

OpenStack
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 4 (8.89%) Apache
1 4 (8.89%) WordPress
Business Applications
1 2 (4.44%) Odoo
Cloud Services
1 8 (17.78%) Amazon AWS
2 6 (13.33%) GitHub
Communications & Networking
1 13 (28.89%) Software-Defined Networking
2 4 (8.89%) IPv4
2 4 (8.89%) IPv6
3 1 (2.22%) HTTP
Database & Business Intelligence
1 10 (22.22%) MySQL
1 10 (22.22%) PostgreSQL
2 6 (13.33%) MongoDB
2 6 (13.33%) NoSQL
3 4 (8.89%) MariaDB
3 4 (8.89%) Relational Database
3 4 (8.89%) SQL Server
4 1 (2.22%) Big Data
Development Applications
1 16 (35.56%) Git (software)
2 8 (17.78%) Vagrant
3 4 (8.89%) Jenkins
4 2 (4.44%) Travis CI
5 1 (2.22%) Bugzilla
General
1 17 (37.78%) Law
2 6 (13.33%) Games
3 1 (2.22%) Electronics
3 1 (2.22%) Manufacturing
Job Titles
1 19 (42.22%) Developer
2 14 (31.11%) Senior Developer
3 13 (28.89%) Software Developer
4 8 (17.78%) Senior Software Developer
5 6 (13.33%) Senior Manager
5 6 (13.33%) Senior Web Developer
5 6 (13.33%) Software Manager
5 6 (13.33%) Web Developer
6 5 (11.11%) Lead Developer
6 5 (11.11%) Lead Software Developer
7 4 (8.89%) Architect
7 4 (8.89%) Systems Administrator
8 3 (6.67%) Cloud Developer
8 3 (6.67%) Linux Systems Administrator
8 3 (6.67%) Scientific Software Developer
9 2 (4.44%) Administrator
9 2 (4.44%) DevOps Engineer
9 2 (4.44%) Linux/Unix DevOps
9 2 (4.44%) Principal Engineer
10 1 (2.22%) Software Architect
Libraries, Frameworks & Software Standards
1 14 (31.11%) Web Services
2 10 (22.22%) RabbitMQ
3 7 (15.56%) RESTful
4 5 (11.11%) REST
4 5 (11.11%) Vue.js
5 4 (8.89%) Ruby on Rails
6 3 (6.67%) CSS
6 3 (6.67%) LAMP
6 3 (6.67%) LAPP Stack
7 1 (2.22%) CSS3
7 1 (2.22%) D3.js
7 1 (2.22%) Highcharts JS
7 1 (2.22%) HTML
7 1 (2.22%) HTML5
7 1 (2.22%) Node.js
Miscellaneous
1 13 (28.89%) Life Science
1 13 (28.89%) Self-Motivation
2 12 (26.67%) Private Cloud
3 8 (17.78%) Cloud Native
4 5 (11.11%) User Experience
5 4 (8.89%) Data Centre
5 4 (8.89%) LIMS
Operating Systems
1 13 (28.89%) Linux
2 6 (13.33%) Ubuntu
3 4 (8.89%) CentOS
3 4 (8.89%) Fedora
4 2 (4.44%) Unix
Processes & Methodologies
1 25 (55.56%) Bioinformatics
1 25 (55.56%) Biology
2 24 (53.33%) Agile Software Development
3 22 (48.89%) Data Analysis
3 22 (48.89%) Mathematics
4 17 (37.78%) Open Source
5 16 (35.56%) Informatics
5 16 (35.56%) Problem-Solving
6 13 (28.89%) Creative Problem-Solving
6 13 (28.89%) Disruptive Innovation
6 13 (28.89%) DNA
6 13 (28.89%) IT Strategy
6 13 (28.89%) Machine Learning
7 12 (26.67%) DevOps
8 10 (22.22%) Computer Science
9 9 (20.00%) Physics
10 8 (17.78%) Migration
10 8 (17.78%) Scrum
10 8 (17.78%) Workflow
10 8 (17.78%) Workflow Management
Programming Languages
1 21 (46.67%) Python
2 10 (22.22%) Java
2 10 (22.22%) Ruby
3 8 (17.78%) Go
4 7 (15.56%) JavaScript
5 4 (8.89%) Shell Script
6 1 (2.22%) ES7
6 1 (2.22%) ES8
Qualifications
1 15 (33.33%) Degree
2 5 (11.11%) Computer Science Degree
System Software
1 15 (33.33%) Docker
2 13 (28.89%) Lustre
3 8 (17.78%) VMware Infrastructure
4 1 (2.22%) KVM
4 1 (2.22%) QEMU
Systems Management
1 18 (40.00%) Ansible
2 14 (31.11%) Packer
2 14 (31.11%) Terraform
3 10 (22.22%) Kubernetes
4 8 (17.78%) Consul
5 4 (8.89%) HAProxy
5 4 (8.89%) Icinga
6 3 (6.67%) Puppet
Vendors
1 8 (17.78%) VMware