Period
to 21 November 2018

The following table provides summary statistics for permanent job vacancies advertised in Cambridge with a requirement for OO skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited OO over the 6 months to 21 November 2018 with a comparison to the same period in the previous 2 years.

Object-Oriented (OO)
Cambridgeshire > Cambridge
6 months to
21 Nov 2018
Same period 2017 Same period 2016
Rank 37 21 34
Rank change year-on-year -16 +13 -8
Permanent jobs citing OO 139 397 164
As % of all permanent IT jobs advertised in Cambridge 6.72% 12.66% 7.23%
As % of the Processes & Methodologies category 7.21% 13.44% 7.97%
Number of salaries quoted 130 312 151
Cambridge median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - -
10th Percentile £31,250 £30,000 £27,750
90th Percentile £66,250 £65,000 £67,500
Cambridgeshire median annual salary £48,750 £46,902 £45,000
% change year-on-year +3.94% +4.23% -

OO is in the Processes and Methodologies 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 process or methodology skills.

All Process and Methodology Skills
Cambridge
Permanent vacancies with a requirement for process or methodology skills 1,928 2,954 2,058
As % of all permanent IT jobs advertised in Cambridge 93.28% 94.17% 90.70%
Number of salaries quoted 1,509 2,246 1,694
Cambridge median annual salary £50,000 £50,000 £45,000
Median salary % change year-on-year - +11.11% -
10th Percentile £30,125 £29,000 £26,250
90th Percentile £72,500 £72,500 £67,500
Cambridgeshire median annual salary £47,773 £47,500 £45,000
% change year-on-year +0.57% +5.56% +1.12%

OO
Job Vacancy Trend in Cambridge

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

Job vacancy trend for OO in Cambridge

OO
Salary Trend in Cambridge

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

Salary trend for OO in Cambridge

OO
Salary Histogram in Cambridge

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

Salary histogram for OO in Cambridge

For the 6 months to 21 November 2018, IT jobs citing OO 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 OO.

1 84 (60.43%) Agile Software Development
2 62 (44.60%) Software Engineering
3 60 (43.17%) JavaScript
3 60 (43.17%) SQL
4 57 (41.01%) Java
5 51 (36.69%) Python
6 50 (35.97%) C#
7 48 (34.53%) Mathematics
8 39 (28.06%) C++
9 37 (26.62%) Computer Science
10 36 (25.90%) Degree
11 35 (25.18%) Git (software)
12 32 (23.02%) Test Automation
12 32 (23.02%) .NET
13 30 (21.58%) Continuous Integration
14 29 (20.86%) Linux
14 29 (20.86%) Web Services
15 28 (20.14%) CSS
15 28 (20.14%) HTML
15 28 (20.14%) TDD
15 28 (20.14%) Scrum
16 27 (19.42%) Unit Testing
17 24 (17.27%) AngularJS
17 24 (17.27%) OOP
18 23 (16.55%) User Experience
19 22 (15.83%) Microsoft
19 22 (15.83%) MVC
19 22 (15.83%) Jenkins
19 22 (15.83%) RESTful
20 21 (15.11%) Mentoring

OO
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 11 (7.91%) Elasticsearch
2 10 (7.19%) Drupal
3 4 (2.88%) Apache Spark
4 3 (2.16%) nginx
5 2 (1.44%) Tomcat
6 1 (0.72%) Apache
Applications
1 1 (0.72%) Photoshop
Cloud Services
1 20 (14.39%) Microsoft Azure
2 13 (9.35%) Amazon AWS
3 7 (5.04%) GitHub
4 3 (2.16%) SaaS
Communications & Networking
1 1 (0.72%) HTTP
1 1 (0.72%) Internet
1 1 (0.72%) SMS
Database & Business Intelligence
1 17 (12.23%) SQL Server
2 14 (10.07%) NoSQL
3 9 (6.47%) MongoDB
3 9 (6.47%) MySQL
4 7 (5.04%) Big Data
5 5 (3.60%) Hadoop
5 5 (3.60%) PostgreSQL
6 4 (2.88%) Amazon DynamoDB
6 4 (2.88%) Relational Database
6 4 (2.88%) SQL Server 2016
7 3 (2.16%) Neo4j
8 2 (1.44%) Geospatial Data
8 2 (1.44%) SQL Server Reporting Services
9 1 (0.72%) MariaDB
Development Applications
1 35 (25.18%) Git (software)
2 22 (15.83%) Jenkins
3 17 (12.23%) Visual Studio
4 11 (7.91%) NUnit
4 11 (7.91%) TeamCity
5 8 (5.76%) JIRA
5 8 (5.76%) Mercurial
6 6 (4.32%) NCrunch
6 6 (4.32%) ReSharper
6 6 (4.32%) Subversion
7 4 (2.88%) Pylint
7 4 (2.88%) Selenium
8 3 (2.16%) Maven
8 3 (2.16%) Vagrant
9 2 (1.44%) Cucumber
9 2 (1.44%) WebDriver
10 1 (0.72%) Gradle
10 1 (0.72%) Hudson
10 1 (0.72%) Mockito
10 1 (0.72%) SoapUI
General
1 11 (7.91%) Finance
2 10 (7.19%) Games
3 2 (1.44%) Billing
3 2 (1.44%) Retail
4 1 (0.72%) Manufacturing
4 1 (0.72%) Pharmaceutical
Job Titles
1 86 (61.87%) Developer
2 40 (28.78%) Software Developer
3 37 (26.62%) Software Engineer
4 21 (15.11%) Graduate
5 20 (14.39%) Java Developer
6 17 (12.23%) Java Engineer
6 17 (12.23%) Python Developer
7 16 (11.51%) C# Developer
8 15 (10.79%) .NET Developer
8 15 (10.79%) Developer/Software Engineer
9 14 (10.07%) Java Programmer
9 14 (10.07%) Programmer
10 12 (8.63%) Graduate Developer
11 11 (7.91%) C# .NET Developer
11 11 (7.91%) C# Software Developer
11 11 (7.91%) Java Software Engineer
11 11 (7.91%) Senior Developer
11 11 (7.91%) Test Engineer
12 10 (7.19%) Java Software Developer
12 10 (7.19%) Software Programmer
Libraries, Frameworks & Software Standards
1 32 (23.02%) .NET
2 29 (20.86%) Web Services
3 28 (20.14%) CSS
3 28 (20.14%) HTML
4 24 (17.27%) AngularJS
5 22 (15.83%) RESTful
6 20 (14.39%) ASP.NET
7 19 (13.67%) WPF
8 18 (12.95%) WCF
9 16 (11.51%) ASP.NET MVC
10 15 (10.79%) HTML5
11 14 (10.07%) CSS3
12 12 (8.63%) WinForms
13 11 (7.91%) Django
13 11 (7.91%) React
14 10 (7.19%) Laravel
14 10 (7.19%) Node.js
14 10 (7.19%) Symfony
14 10 (7.19%) Velocity
15 9 (6.47%) Spring
Miscellaneous
1 37 (26.62%) Computer Science
2 23 (16.55%) User Experience
3 16 (11.51%) Life Science
4 14 (10.07%) Algorithms
5 11 (7.91%) Enterprise Software
6 8 (5.76%) NHS
7 7 (5.04%) Virtual Team
8 5 (3.60%) Analytical Skills
8 5 (3.60%) Smartphone
9 4 (2.88%) Analytical Mindset
9 4 (2.88%) Greenfield Project
9 4 (2.88%) Mobile App
9 4 (2.88%) Reinsurance
10 3 (2.16%) N-Tier
11 2 (1.44%) Infotainment
12 1 (0.72%) Device Driver
12 1 (0.72%) Self-Motivation
Operating Systems
1 29 (20.86%) Linux
2 10 (7.19%) Android
3 6 (4.32%) Windows
4 3 (2.16%) Apple iOS
5 2 (1.44%) CentOS
5 2 (1.44%) Ubuntu
6 1 (0.72%) Debian
6 1 (0.72%) Mac OS X
6 1 (0.72%) Unix
Processes & Methodologies
1 84 (60.43%) Agile Software Development
2 62 (44.60%) Software Engineering
3 48 (34.53%) Mathematics
4 32 (23.02%) Test Automation
5 30 (21.58%) Continuous Integration
6 28 (20.14%) Scrum
6 28 (20.14%) TDD
7 27 (19.42%) Unit Testing
8 24 (17.27%) OOP
9 22 (15.83%) MVC
10 21 (15.11%) Mentoring
11 18 (12.95%) SDLC
12 17 (12.23%) Collaborative Working
13 16 (11.51%) Analytics
14 15 (10.79%) DevOps
15 13 (9.35%) Artificial Intelligence
15 13 (9.35%) Machine Learning
16 12 (8.63%) Multithreading
16 12 (8.63%) OOD
17 11 (7.91%) Physics
Programming Languages
1 60 (43.17%) JavaScript
1 60 (43.17%) SQL
2 57 (41.01%) Java
3 51 (36.69%) Python
4 50 (35.97%) C#
5 39 (28.06%) C++
6 17 (12.23%) C
7 15 (10.79%) PHP
8 12 (8.63%) Ruby
9 11 (7.91%) TypeScript
10 8 (5.76%) Java 8
11 4 (2.88%) F#
12 3 (2.16%) Kotlin
13 2 (1.44%) VBScript
14 1 (0.72%) Bash Shell
14 1 (0.72%) Perl
Qualifications
1 36 (25.90%) Degree
2 9 (6.47%) PhD
3 3 (2.16%) Computer Science Degree
Quality Assurance & Compliance
1 6 (4.32%) QA
System Software
1 12 (8.63%) Docker
2 4 (2.88%) Firmware
3 3 (2.16%) Virtual Machines
Systems Management
1 17 (12.23%) Ansible
2 4 (2.88%) Business Desktop Deployment
2 4 (2.88%) Kibana
2 4 (2.88%) WSUS
3 2 (1.44%) Opscode Chef
3 2 (1.44%) Puppet
4 1 (0.72%) Kubernetes
4 1 (0.72%) Terraform
Vendors
1 22 (15.83%) Microsoft
2 4 (2.88%) Xamarin
3 3 (2.16%) Oracle
4 2 (1.44%) Google
4 2 (1.44%) Samsung
5 1 (0.72%) Adobe