Period
to 15 February 2019

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 15 February 2019 with a comparison to the same period in the previous 2 years.

OpenStack
Cambridgeshire > Cambridge
6 months to
15 Feb 2019
Same period 2018 Same period 2017
Rank 111 168 119
Rank change year-on-year +57 -49 +46
Permanent jobs citing OpenStack 31 8 28
As % of all permanent IT jobs advertised in Cambridge 1.50% 0.25% 1.24%
As % of the Application Platforms category 12.81% 3.08% 9.12%
Number of salaries quoted 26 7 21
Cambridge median annual salary £46,456 £38,865 £45,000
Median salary % change year-on-year +19.53% -13.63% -10.00%
10th Percentile £41,652 £38,432 £33,060
90th Percentile £55,343 £62,500 £80,000
Cambridgeshire median annual salary £45,139 £39,432 £45,000
% change year-on-year +14.47% -12.37% -10.00%

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 242 260 307
As % of all permanent IT jobs advertised in Cambridge 11.72% 8.06% 13.61%
Number of salaries quoted 174 170 259
Cambridge median annual salary £45,139 £47,500 £45,000
Median salary % change year-on-year -4.97% +5.56% +2.27%
10th Percentile £27,500 £31,925 £27,500
90th Percentile £70,000 £71,250 £70,500
Cambridgeshire median annual salary £43,870 £45,000 £45,000
% change year-on-year -2.51% - +12.50%

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 15 February 2019.

Salary histogram for OpenStack in Cambridge

For the 6 months to 15 February 2019, 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 19 (61.29%) Biology
2 18 (58.06%) Bioinformatics
2 18 (58.06%) Open Source
3 17 (54.84%) Agile Software Development
4 15 (48.39%) Private Cloud
5 13 (41.94%) JavaScript
6 12 (38.71%) Law
6 12 (38.71%) Linux
6 12 (38.71%) Python
6 12 (38.71%) Scrum
6 12 (38.71%) Degree
6 12 (38.71%) Mathematics
7 11 (35.48%) Web Development
7 11 (35.48%) Informatics
7 11 (35.48%) Git (software)
7 11 (35.48%) RESTful
8 10 (32.26%) Visualisation
8 10 (32.26%) Problem-Solving
9 9 (29.03%) Terraform
9 9 (29.03%) Ansible
9 9 (29.03%) Computer Science
9 9 (29.03%) Data Analysis
9 9 (29.03%) PostgreSQL
10 8 (25.81%) Web Services
10 8 (25.81%) Docker
10 8 (25.81%) Packer
11 7 (22.58%) Self-Motivation
11 7 (22.58%) D3.js
11 7 (22.58%) CSS
11 7 (22.58%) TDD

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 3 (9.68%) Apache
1 3 (9.68%) WordPress
2 2 (6.45%) nginx
Business Applications
1 2 (6.45%) Odoo
Cloud Services
1 6 (19.35%) GitHub
2 5 (16.13%) Amazon AWS
3 2 (6.45%) Cloud Computing
3 2 (6.45%) Google Cloud Platform
3 2 (6.45%) Microsoft Azure
Communications & Networking
1 5 (16.13%) HTTP
1 5 (16.13%) Software-Defined Networking
2 3 (9.68%) IPv4
2 3 (9.68%) IPv6
Database & Business Intelligence
1 9 (29.03%) PostgreSQL
2 6 (19.35%) MongoDB
2 6 (19.35%) MySQL
2 6 (19.35%) NoSQL
3 3 (9.68%) MariaDB
3 3 (9.68%) SQL Server
4 2 (6.45%) Big Data
5 1 (3.23%) Amazon Athena
Development Applications
1 11 (35.48%) Git (software)
2 3 (9.68%) Jenkins
3 2 (6.45%) Travis CI
3 2 (6.45%) Vagrant
General
1 12 (38.71%) Law
2 6 (19.35%) Games
3 1 (3.23%) Electronics
3 1 (3.23%) Manufacturing
Job Titles
1 13 (41.94%) Developer
2 11 (35.48%) Senior Developer
3 9 (29.03%) Senior Web Developer
3 9 (29.03%) Web Developer
4 6 (19.35%) Senior Manager
4 6 (19.35%) Software Manager
5 4 (12.90%) Software Developer
6 3 (9.68%) Systems Administrator
7 2 (6.45%) Administrator
7 2 (6.45%) DevOps Engineer
7 2 (6.45%) Lead Developer
7 2 (6.45%) Lead Software Developer
7 2 (6.45%) Linux Systems Administrator
7 2 (6.45%) Principal Engineer
7 2 (6.45%) Senior Software Developer
8 1 (3.23%) Linux Administrator
8 1 (3.23%) Linux/Unix DevOps
Libraries, Frameworks & Software Standards
1 11 (35.48%) RESTful
2 8 (25.81%) Web Services
3 7 (22.58%) CSS
3 7 (22.58%) D3.js
4 6 (19.35%) RabbitMQ
5 5 (16.13%) CSS3
5 5 (16.13%) Highcharts JS
5 5 (16.13%) HTML
5 5 (16.13%) HTML5
5 5 (16.13%) Node.js
5 5 (16.13%) REST
5 5 (16.13%) Vue.js
6 2 (6.45%) Django
6 2 (6.45%) Flask
6 2 (6.45%) jQuery
6 2 (6.45%) LAMP
6 2 (6.45%) LAPP Stack
Miscellaneous
1 15 (48.39%) Private Cloud
2 7 (22.58%) Self-Motivation
3 5 (16.13%) Life Science
3 5 (16.13%) User Experience
4 3 (9.68%) Data Centre
5 2 (6.45%) Cloud Native
Operating Systems
1 12 (38.71%) Linux
2 6 (19.35%) Ubuntu
3 5 (16.13%) Unix
4 3 (9.68%) CentOS
4 3 (9.68%) Fedora
Processes & Methodologies
1 19 (61.29%) Biology
2 18 (58.06%) Bioinformatics
2 18 (58.06%) Open Source
3 17 (54.84%) Agile Software Development
4 12 (38.71%) Mathematics
4 12 (38.71%) Scrum
5 11 (35.48%) Informatics
5 11 (35.48%) Web Development
6 10 (32.26%) Problem-Solving
6 10 (32.26%) Visualisation
7 9 (29.03%) Computer Science
7 9 (29.03%) Data Analysis
8 7 (22.58%) Physics
8 7 (22.58%) TDD
9 6 (19.35%) Coaching
9 6 (19.35%) Mentoring
9 6 (19.35%) Microservices
9 6 (19.35%) Prototyping
9 6 (19.35%) Systems Thinking
9 6 (19.35%) UML
Programming Languages
1 13 (41.94%) JavaScript
2 12 (38.71%) Python
3 6 (19.35%) Java
3 6 (19.35%) Ruby
4 5 (16.13%) ES7
4 5 (16.13%) ES8
4 5 (16.13%) Shell Script
5 2 (6.45%) AWK
5 2 (6.45%) Bash Shell
5 2 (6.45%) Go
5 2 (6.45%) sed
5 2 (6.45%) SQL
5 2 (6.45%) tcsh
Qualifications
1 12 (38.71%) Degree
2 5 (16.13%) Computer Science Degree
3 2 (6.45%) PhD
System Software
1 8 (25.81%) Docker
2 5 (16.13%) Lustre
3 2 (6.45%) VMware Infrastructure
Systems Management
1 9 (29.03%) Ansible
1 9 (29.03%) Terraform
2 8 (25.81%) Packer
3 5 (16.13%) Kubernetes
4 3 (9.68%) HAProxy
4 3 (9.68%) Icinga
5 2 (6.45%) Consul
5 2 (6.45%) Puppet
Vendors
1 2 (6.45%) Google
1 2 (6.45%) VMware