Period
to 21 November 2018

The following table provides summary statistics for permanent job vacancies advertised in Cambridgeshire 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 21 November 2018 with a comparison to the same period in the previous 2 years.

OpenStack
East of England > Cambridgeshire
6 months to
21 Nov 2018
Same period 2017 Same period 2016
Rank 135 207 171
Rank change year-on-year +72 -36 +14
Permanent jobs citing OpenStack 47 9 8
As % of all permanent IT jobs advertised in Cambridgeshire 1.48% 0.21% 0.23%
As % of the Application Platforms category 10.85% 2.36% 1.52%
Number of salaries quoted 35 8 3
Cambridgeshire median annual salary £45,139 £39,432 £45,000
Median salary % change year-on-year +14.47% -12.37% -26.23%
10th Percentile £40,804 £37,500 £42,500
90th Percentile £55,343 £52,000 £57,500
East of England median annual salary £60,000 £67,500 £70,000
% change year-on-year -11.11% -3.57% -

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 Cambridgeshire with a requirement for application platform skills.

All Application Platform Skills
Cambridgeshire
Permanent vacancies with a requirement for application platform skills 433 381 528
As % of all permanent IT jobs advertised in Cambridgeshire 13.60% 8.95% 15.26%
Number of salaries quoted 308 293 439
Cambridgeshire median annual salary £45,000 £45,000 £45,000
10th Percentile £25,525 £24,975 £25,200
90th Percentile £70,000 £71,250 £64,400
East of England median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +2.51%

OpenStack
Job Vacancy Trend in Cambridgeshire

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

Job vacancy trend for OpenStack in Cambridgeshire

OpenStack
Salary Trend in Cambridgeshire

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

Salary trend for OpenStack in Cambridgeshire

OpenStack
Salary Histogram in Cambridgeshire

The salary distribution of IT jobs citing OpenStack in Cambridgeshire over the 6 months to 21 November 2018.

Salary histogram for OpenStack in Cambridgeshire

OpenStack
Job Locations in Cambridgeshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing OpenStack within the Cambridgeshire region over the 6 months to 21 November 2018. 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
Cambridge +75 42 £46,456 +17.81% 4
OpenStack
East of England

For the 6 months to 21 November 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 Cambridgeshire region with a requirement for OpenStack.

1 25 (53.19%) Agile Software Development
2 24 (51.06%) Bioinformatics
2 24 (51.06%) Biology
3 22 (46.81%) Data Analysis
4 21 (44.68%) Mathematics
4 21 (44.68%) Docker
5 20 (42.55%) Python
6 17 (36.17%) Law
6 17 (36.17%) Ansible
7 16 (34.04%) Problem-Solving
8 15 (31.91%) Informatics
8 15 (31.91%) Amazon AWS
9 14 (29.79%) Git (software)
9 14 (29.79%) Degree
9 14 (29.79%) DevOps
10 13 (27.66%) Software-Defined Networking
10 13 (27.66%) Machine Learning
10 13 (27.66%) Vagrant
10 13 (27.66%) Lustre
10 13 (27.66%) Self-Motivation
10 13 (27.66%) Creative Problem-Solving
10 13 (27.66%) IT Strategy
10 13 (27.66%) Disruptive Innovation
10 13 (27.66%) Life Science
10 13 (27.66%) DNA
10 13 (27.66%) Web Services
11 12 (25.53%) Java
11 12 (25.53%) Open Source
12 11 (23.40%) TDD
12 11 (23.40%) Linux

OpenStack
Co-occurring IT Skills in Cambridgeshire 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 (6.38%) Apache
1 3 (6.38%) WordPress
2 2 (4.26%) Confluence
2 2 (4.26%) WebLogic
2 2 (4.26%) WebSphere
Business Applications
1 2 (4.26%) Documaker
2 1 (2.13%) Odoo
Cloud Services
1 15 (31.91%) Amazon AWS
2 5 (10.64%) GitHub
2 5 (10.64%) Microsoft Azure
3 2 (4.26%) IaaS
Communications & Networking
1 13 (27.66%) Software-Defined Networking
2 3 (6.38%) IPv4
2 3 (6.38%) IPv6
3 2 (4.26%) Cisco IOS
3 2 (4.26%) Cisco Nexus
3 2 (4.26%) DHCP
3 2 (4.26%) DNS
3 2 (4.26%) FTP
3 2 (4.26%) HTTP
3 2 (4.26%) ICMP
3 2 (4.26%) IMAP
3 2 (4.26%) IPsec
3 2 (4.26%) OpenVPN
3 2 (4.26%) POP3
3 2 (4.26%) SMTP
3 2 (4.26%) SNMP
3 2 (4.26%) SSH
3 2 (4.26%) TCP/IP
3 2 (4.26%) Telnet
3 2 (4.26%) WPA2
Database & Business Intelligence
1 9 (19.15%) Relational Database
2 8 (17.02%) NoSQL
3 7 (14.89%) MySQL
4 6 (12.77%) PostgreSQL
5 5 (10.64%) MongoDB
5 5 (10.64%) SQL Server
6 3 (6.38%) MariaDB
7 2 (4.26%) Oracle Database
8 1 (2.13%) Big Data
Development Applications
1 14 (29.79%) Git (software)
2 13 (27.66%) Vagrant
3 3 (6.38%) Jenkins
4 2 (4.26%) Gerrit
4 2 (4.26%) JIRA
4 2 (4.26%) Sonatype Nexus
4 2 (4.26%) Travis CI
5 1 (2.13%) Bugzilla
General
1 17 (36.17%) Law
2 7 (14.89%) Finance
3 6 (12.77%) Manufacturing
4 3 (6.38%) Games
5 1 (2.13%) Electronics
Job Titles
1 23 (48.94%) Developer
2 18 (38.30%) Software Developer
3 15 (31.91%) Senior Developer
4 10 (21.28%) Senior Software Developer
5 5 (10.64%) Developer/Software Engineer
5 5 (10.64%) Java Developer
5 5 (10.64%) Java Engineer
5 5 (10.64%) Java Programmer
5 5 (10.64%) Java Software Developer
5 5 (10.64%) Java Software Engineer
5 5 (10.64%) Lead Developer
5 5 (10.64%) Lead Software Developer
5 5 (10.64%) Programmer
5 5 (10.64%) Senior Web Developer
5 5 (10.64%) Software Engineer
5 5 (10.64%) Software Programmer
5 5 (10.64%) Web Developer
6 4 (8.51%) Architect
6 4 (8.51%) DevOps Engineer
7 3 (6.38%) Software Manager
Libraries, Frameworks & Software Standards
1 13 (27.66%) Web Services
2 9 (19.15%) REST
3 7 (14.89%) RabbitMQ
4 5 (10.64%) AngularJS
4 5 (10.64%) RESTful
5 4 (8.51%) Ruby on Rails
5 4 (8.51%) Vue.js
6 3 (6.38%) LAMP
6 3 (6.38%) LAPP Stack
7 2 (4.26%) Middleware
7 2 (4.26%) SOAP
7 2 (4.26%) YAML
8 1 (2.13%) CSS
Miscellaneous
1 13 (27.66%) Life Science
1 13 (27.66%) Self-Motivation
2 9 (19.15%) Computer Science
3 8 (17.02%) Cloud Native
3 8 (17.02%) Private Cloud
4 5 (10.64%) Greenfield Project
5 4 (8.51%) LIMS
5 4 (8.51%) User Experience
6 3 (6.38%) Data Centre
Operating Systems
1 11 (23.40%) Linux
2 5 (10.64%) CentOS
3 3 (6.38%) Fedora
3 3 (6.38%) Ubuntu
4 2 (4.26%) Android
4 2 (4.26%) Red Hat Enterprise Linux
4 2 (4.26%) Solaris
4 2 (4.26%) Unix
4 2 (4.26%) Windows
4 2 (4.26%) Windows Server
4 2 (4.26%) Windows Server 2008
4 2 (4.26%) Windows Server 2012
Processes & Methodologies
1 25 (53.19%) Agile Software Development
2 24 (51.06%) Bioinformatics
2 24 (51.06%) Biology
3 22 (46.81%) Data Analysis
4 21 (44.68%) Mathematics
5 16 (34.04%) Problem-Solving
6 15 (31.91%) Informatics
7 14 (29.79%) DevOps
8 13 (27.66%) Creative Problem-Solving
8 13 (27.66%) Disruptive Innovation
8 13 (27.66%) DNA
8 13 (27.66%) IT Strategy
8 13 (27.66%) Machine Learning
9 12 (25.53%) Open Source
10 11 (23.40%) TDD
11 9 (19.15%) Scrum
12 8 (17.02%) Migration
12 8 (17.02%) Physics
12 8 (17.02%) Workflow
12 8 (17.02%) Workflow Management
Programming Languages
1 20 (42.55%) Python
2 12 (25.53%) Java
3 10 (21.28%) JavaScript
4 8 (17.02%) Go
5 7 (14.89%) Ruby
6 5 (10.64%) Scala
7 3 (6.38%) Shell Script
8 2 (4.26%) Bash Shell
8 2 (4.26%) PHP
8 2 (4.26%) PowerShell
8 2 (4.26%) SQL
Qualifications
1 14 (29.79%) Degree
2 4 (8.51%) Computer Science Degree
System Software
1 21 (44.68%) Docker
2 13 (27.66%) Lustre
3 10 (21.28%) VMware Infrastructure
4 2 (4.26%) Samba
4 2 (4.26%) VirtualBox
5 1 (2.13%) KVM
5 1 (2.13%) QEMU
Systems Management
1 17 (36.17%) Ansible
2 11 (23.40%) Packer
2 11 (23.40%) Terraform
3 10 (21.28%) Kubernetes
4 8 (17.02%) Consul
5 4 (8.51%) Puppet
6 3 (6.38%) HAProxy
6 3 (6.38%) Icinga
7 2 (4.26%) Nagios
7 2 (4.26%) Opscode Chef
7 2 (4.26%) Rancher
7 2 (4.26%) Sysdig
7 2 (4.26%) vRealize
Vendors
1 10 (21.28%) VMware
2 2 (4.26%) AppDynamics
2 2 (4.26%) BMC
2 2 (4.26%) Cisco
2 2 (4.26%) HP
2 2 (4.26%) IBM
2 2 (4.26%) Intel
2 2 (4.26%) New Relic
2 2 (4.26%) Oracle
2 2 (4.26%) Red Hat
2 2 (4.26%) ServiceNow
2 2 (4.26%) Splunk
2 2 (4.26%) WorldPay