Period
to 19 June 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 19 June 2018 with a comparison to the same period in the previous 2 years.

Object-Oriented (OO)
Cambridgeshire > Cambridge
6 months to
19 Jun 2018
Same period 2017 Same period 2016
Rank 32 35 35
Rank change year-on-year +3 0 -12
Permanent jobs citing OO 245 202 187
As % of all permanent IT jobs advertised in Cambridge 8.19% 7.98% 7.08%
As % of the Processes & Methodologies category 8.66% 8.78% 7.80%
Number of salaries quoted 213 180 167
Cambridge median annual salary £50,000 £45,000 £45,000
Median salary % change year-on-year +11.11% - -
10th Percentile £33,750 £30,000 £26,250
90th Percentile £65,000 £65,000 £80,000
Cambridgeshire median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - -

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 2,829 2,301 2,396
As % of all permanent IT jobs advertised in Cambridge 94.58% 90.91% 90.72%
Number of salaries quoted 1,901 1,746 1,899
Cambridge median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - +5.88%
10th Percentile £29,000 £27,500 £27,500
90th Percentile £67,500 £71,250 £65,250
Cambridgeshire median annual salary £45,000 £45,000 £43,641
% change year-on-year - +3.11% +1.49%

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 19 June 2018.

Salary histogram for OO in Cambridge

For the 6 months to 19 June 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.

1 140 (57.14%) Software Engineering
2 133 (54.29%) Agile Software Development
3 95 (38.78%) C#
4 94 (38.37%) C++
5 90 (36.73%) RESTful
6 81 (33.06%) Python
7 80 (32.65%) Degree
8 71 (28.98%) Mathematics
9 67 (27.35%) Linux
10 64 (26.12%) .NET
11 63 (25.71%) JavaScript
12 62 (25.31%) MVC
13 61 (24.90%) Java
14 59 (24.08%) Microsoft
15 58 (23.67%) SQL
16 56 (22.86%) Computer Science
16 56 (22.86%) WPF
17 54 (22.04%) Web Services
17 54 (22.04%) Algorithms
18 53 (21.63%) ASP.NET
19 50 (20.41%) AngularJS
20 48 (19.59%) Multithreading
21 45 (18.37%) Artificial Intelligence
21 45 (18.37%) SQL Server
22 44 (17.96%) ASP.NET MVC
23 43 (17.55%) TDD
24 42 (17.14%) Microsoft Azure
25 41 (16.73%) Test Automation
26 40 (16.33%) Node.js
27 39 (15.92%) Elasticsearch

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 39 (15.92%) Elasticsearch
2 2 (0.82%) Apache Solr
2 2 (0.82%) nginx
3 1 (0.41%) Apache
3 1 (0.41%) Kentico
Applications
1 2 (0.82%) Photoshop
Cloud Services
1 42 (17.14%) Microsoft Azure
2 10 (4.08%) Amazon AWS
3 7 (2.86%) GitHub
4 3 (1.22%) npm
4 3 (1.22%) SaaS
5 1 (0.41%) Cloud Computing
5 1 (0.41%) Firebase
Communications & Networking
1 17 (6.94%) Internet
2 8 (3.27%) TCP/IP
3 5 (2.04%) Broadband
4 2 (0.82%) Wireless
5 1 (0.41%) SMS
Database & Business Intelligence
1 45 (18.37%) SQL Server
2 36 (14.69%) MongoDB
3 28 (11.43%) SQL Server 2016
4 21 (8.57%) Relational Database
5 18 (7.35%) MySQL
6 11 (4.49%) NoSQL
7 10 (4.08%) Big Data
8 6 (2.45%) PostgreSQL
9 5 (2.04%) Apache Cassandra
10 4 (1.63%) Amazon DynamoDB
11 2 (0.82%) MariaDB
11 2 (0.82%) Neo4j
12 1 (0.41%) Hadoop
Development Applications
1 39 (15.92%) Git (software)
2 32 (13.06%) TeamCity
3 25 (10.20%) NUnit
4 22 (8.98%) Mercurial
5 13 (5.31%) Visual Studio
6 12 (4.90%) Team Foundation Server
7 10 (4.08%) Jenkins
8 5 (2.04%) JIRA
9 4 (1.63%) Subversion
10 3 (1.22%) Artifactory
10 3 (1.22%) Moq
10 3 (1.22%) MSBuild
10 3 (1.22%) webpack
11 2 (0.82%) JMeter
11 2 (0.82%) LoadRunner
11 2 (0.82%) Vagrant
12 1 (0.41%) JUnit
12 1 (0.41%) Maven
12 1 (0.41%) Selenium
12 1 (0.41%) YouTrack
General
1 35 (14.29%) Finance
2 17 (6.94%) Marketing
3 15 (6.12%) Manufacturing
4 8 (3.27%) Electronics
5 6 (2.45%) Telecoms
6 5 (2.04%) Advertising
6 5 (2.04%) Retail
7 3 (1.22%) Banking
8 2 (0.82%) Pharmaceutical
Job Titles
1 143 (58.37%) Developer
2 63 (25.71%) Software Engineer
3 61 (24.90%) Software Developer
4 49 (20.00%) .NET Developer
5 48 (19.59%) C++ Software Engineer
6 28 (11.43%) Graduate
6 28 (11.43%) Messaging Developer
7 26 (10.61%) C# Developer
8 23 (9.39%) Python Engineer
8 23 (9.39%) Python Software Engineer
9 20 (8.16%) C# .NET Developer
9 20 (8.16%) Senior Software Engineer
10 18 (7.35%) C# Software Developer
10 18 (7.35%) C++ Developer
10 18 (7.35%) C++ Software Developer
10 18 (7.35%) Senior C++ Software Engineer
11 17 (6.94%) Senior Developer
12 16 (6.53%) PHP Software Engineer
13 15 (6.12%) .NET Software Developer
13 15 (6.12%) Java Engineer
Libraries, Frameworks & Software Standards
1 90 (36.73%) RESTful
2 64 (26.12%) .NET
3 56 (22.86%) WPF
4 54 (22.04%) Web Services
5 53 (21.63%) ASP.NET
6 50 (20.41%) AngularJS
7 44 (17.96%) ASP.NET MVC
8 40 (16.33%) Node.js
9 37 (15.10%) HTML
10 36 (14.69%) ASP.NET Web API
11 35 (14.29%) CSS
12 34 (13.88%) Twitter Bootstrap
13 29 (11.84%) ASP.NET MVC 5
14 28 (11.43%) jQuery
14 28 (11.43%) KnockoutJS
14 28 (11.43%) MSMQ
14 28 (11.43%) RabbitMQ
15 27 (11.02%) HTML5
16 24 (9.80%) CSS3
17 18 (7.35%) WCF
Miscellaneous
1 56 (22.86%) Computer Science
2 54 (22.04%) Algorithms
3 29 (11.84%) User Experience
4 23 (9.39%) Data Structures
5 13 (5.31%) Mobile App
6 8 (3.27%) Mobile Payment
7 7 (2.86%) Self-Motivation
8 6 (2.45%) Greenfield Project
8 6 (2.45%) Life Science
9 5 (2.04%) Analytical Skills
10 4 (1.63%) Enterprise Software
10 4 (1.63%) NHS
11 3 (1.22%) 3D Graphics
11 3 (1.22%) N-Tier
11 3 (1.22%) Smart Home
11 3 (1.22%) W3C
12 2 (0.82%) CUDA
12 2 (0.82%) Fintech
12 2 (0.82%) Web 2.0
13 1 (0.41%) Home Automation
Operating Systems
1 67 (27.35%) Linux
2 22 (8.98%) Windows
3 16 (6.53%) Apple iOS
4 10 (4.08%) Debian
5 9 (3.67%) Android
6 5 (2.04%) Unix
7 2 (0.82%) CentOS
7 2 (0.82%) Ubuntu
Processes & Methodologies
1 140 (57.14%) Software Engineering
2 133 (54.29%) Agile Software Development
3 71 (28.98%) Mathematics
4 62 (25.31%) MVC
5 48 (19.59%) Multithreading
6 45 (18.37%) Artificial Intelligence
7 43 (17.55%) TDD
8 41 (16.73%) Test Automation
9 39 (15.92%) Unit Testing
10 36 (14.69%) OOP
10 36 (14.69%) SDLC
11 35 (14.29%) Scrum
12 32 (13.06%) Analytics
12 32 (13.06%) Collaborative Working
12 32 (13.06%) Machine Learning
13 30 (12.24%) Web Application Development
14 28 (11.43%) Dependency Injection
14 28 (11.43%) Kanban
15 24 (9.80%) Problem-Solving
16 23 (9.39%) OOD
Programming Languages
1 95 (38.78%) C#
2 94 (38.37%) C++
3 81 (33.06%) Python
4 63 (25.71%) JavaScript
5 61 (24.90%) Java
6 58 (23.67%) SQL
7 36 (14.69%) PHP
8 29 (11.84%) Ruby
9 28 (11.43%) F#
10 13 (5.31%) C
11 12 (4.90%) Apple Swift
11 12 (4.90%) Objective-C
12 7 (2.86%) TypeScript
13 6 (2.45%) Perl
14 3 (1.22%) Kotlin
15 2 (0.82%) Delphi
16 1 (0.41%) PowerShell
16 1 (0.41%) T-SQL
Qualifications
1 80 (32.65%) Degree
2 20 (8.16%) PhD
3 6 (2.45%) Computer Science Degree
4 2 (0.82%) Numerate Degree
5 1 (0.41%) Master's Degree
Quality Assurance & Compliance
1 13 (5.31%) QA
2 3 (1.22%) WAI
System Software
1 8 (3.27%) Docker
2 3 (1.22%) Virtual Machines
3 2 (0.82%) Firmware
Systems Management
1 28 (11.43%) Business Desktop Deployment
1 28 (11.43%) Kibana
1 28 (11.43%) WSUS
2 4 (1.63%) Ansible
3 2 (0.82%) Kubernetes
4 1 (0.41%) Opscode Chef
4 1 (0.41%) Puppet
Vendors
1 59 (24.08%) Microsoft
2 13 (5.31%) Google
3 12 (4.90%) Mapbox
4 4 (1.63%) Capita
5 3 (1.22%) Oracle
5 3 (1.22%) SAP
6 2 (0.82%) Adobe
6 2 (0.82%) Xamarin
7 1 (0.41%) WorldPay