Period
to 20 February 2018

The following table provides summary statistics for permanent job vacancies advertised in Cambridge with a requirement for Functional Programming skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Functional Programming over the 6 months to 20 February 2018 with a comparison to the same period in the previous 2 years.

Functional Programming
Cambridgeshire > Cambridge
6 months to
20 Feb 2018
Same period 2017 Same period 2016
Rank 170 136 155
Rank change year-on-year -34 +19 +7
Permanent jobs citing Functional Programming 12 10 13
As % of all permanent IT jobs advertised in Cambridge 0.36% 0.44% 0.44%
As % of the Processes & Methodologies category 0.39% 0.49% 0.49%
Number of salaries quoted 3 9 13
Cambridge median annual salary £45,000 £45,000 £50,000
Median salary % change year-on-year - -10.00% -
10th Percentile £32,000 £41,250 £45,000
90th Percentile £58,000 £77,500 £67,500
Cambridgeshire median annual salary £45,000 £45,000 £50,000
% change year-on-year - -10.00% -

Functional Programming 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 3,105 2,036 2,645
As % of all permanent IT jobs advertised in Cambridge 93.81% 90.41% 89.45%
Number of salaries quoted 2,260 1,685 2,150
Cambridge median annual salary £50,000 £45,000 £45,000
Median salary % change year-on-year +11.11% - +5.88%
10th Percentile £30,000 £26,250 £29,750
90th Percentile £71,250 £67,500 £65,000
Cambridgeshire median annual salary £50,000 £45,000 £43,000
% change year-on-year +11.11% +4.65% +1.18%

Functional Programming
Job Vacancy Trend in Cambridge

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

Job vacancy trend for Functional Programming in Cambridge

Functional Programming
Salary Trend in Cambridge

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

Salary trend for Functional Programming in Cambridge

Functional Programming
Salary Histogram in Cambridge

The salary distribution of IT jobs citing Functional Programming in Cambridge over the 6 months to 20 February 2018.

Salary histogram for Functional Programming in Cambridge

For the 6 months to 20 February 2018, IT jobs citing Functional Programming 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 Functional Programming.

1 12 (100.00%) Software Engineering
2 9 (75.00%) Agile Software Development
3 8 (66.67%) JavaScript
3 8 (66.67%) .NET
3 8 (66.67%) Microsoft Azure
4 6 (50.00%) GitHub
4 6 (50.00%) TeamCity
4 6 (50.00%) Test Automation
4 6 (50.00%) C#
4 6 (50.00%) SQL
4 6 (50.00%) Finance
4 6 (50.00%) SDLC
5 5 (41.67%) Relational Database
5 5 (41.67%) Continuous Delivery
5 5 (41.67%) Scrum
5 5 (41.67%) TDD
5 5 (41.67%) RESTful
5 5 (41.67%) Azure SQL Database
6 3 (25.00%) F#
6 3 (25.00%) Web Development
6 3 (25.00%) Retail
6 3 (25.00%) HTML
6 3 (25.00%) CSS
6 3 (25.00%) Mentoring
6 3 (25.00%) Coaching
7 2 (16.67%) Line Management
7 2 (16.67%) Data Science
7 2 (16.67%) API Development
7 2 (16.67%) Microsoft
7 2 (16.67%) OpenGL

Functional Programming
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:

Cloud Services
1 8 (66.67%) Microsoft Azure
2 6 (50.00%) GitHub
3 1 (8.33%) SaaS
Communications & Networking
1 1 (8.33%) HTTP
Database & Business Intelligence
1 5 (41.67%) Azure SQL Database
1 5 (41.67%) Relational Database
2 1 (8.33%) PostgreSQL
Development Applications
1 6 (50.00%) TeamCity
2 2 (16.67%) Visual Studio
2 2 (16.67%) WebSharper
General
1 6 (50.00%) Finance
2 3 (25.00%) Retail
3 1 (8.33%) Games
Job Titles
1 10 (83.33%) Developer
2 6 (50.00%) .NET Developer
3 5 (41.67%) C# .NET Developer
3 5 (41.67%) C# Developer
3 5 (41.67%) Full Stack Developer
4 2 (16.67%) 3D Developer
4 2 (16.67%) CAD Developer
4 2 (16.67%) Senior Developer
4 2 (16.67%) Senior Software Developer
4 2 (16.67%) Software Developer
4 2 (16.67%) Team Leader
5 1 (8.33%) Junior
5 1 (8.33%) Junior Developer
5 1 (8.33%) Junior Python Developer
5 1 (8.33%) Lead Developer
5 1 (8.33%) Lead Software Engineer
5 1 (8.33%) Python Developer
5 1 (8.33%) Software Engineer
5 1 (8.33%) Software Team Leader
5 1 (8.33%) VB.NET Developer
Libraries, Frameworks & Software Standards
1 8 (66.67%) .NET
2 5 (41.67%) RESTful
3 3 (25.00%) CSS
3 3 (25.00%) HTML
4 2 (16.67%) .NET Framework
4 2 (16.67%) Direct3D
4 2 (16.67%) HTML5
4 2 (16.67%) OpenGL
4 2 (16.67%) Twitter Bootstrap
4 2 (16.67%) WebGL
4 2 (16.67%) WebSockets
4 2 (16.67%) Zurb Foundation
5 1 (8.33%) AngularJS
5 1 (8.33%) CSS3
5 1 (8.33%) Django
5 1 (8.33%) Flask
5 1 (8.33%) Node.js
5 1 (8.33%) React
Miscellaneous
1 2 (16.67%) 3D Graphics
1 2 (16.67%) Computer Science
1 2 (16.67%) Social Network
Processes & Methodologies
1 12 (100.00%) Software Engineering
2 9 (75.00%) Agile Software Development
3 6 (50.00%) SDLC
3 6 (50.00%) Test Automation
4 5 (41.67%) Continuous Delivery
4 5 (41.67%) Scrum
4 5 (41.67%) TDD
5 3 (25.00%) Coaching
5 3 (25.00%) Mentoring
5 3 (25.00%) Web Development
6 2 (16.67%) 3D Modelling
6 2 (16.67%) API Development
6 2 (16.67%) CAD
6 2 (16.67%) Data Management
6 2 (16.67%) Data Science
6 2 (16.67%) Line Management
6 2 (16.67%) Mathematics
6 2 (16.67%) PDM
6 2 (16.67%) Web Application Development
7 1 (8.33%) ERP
Programming Languages
1 8 (66.67%) JavaScript
2 6 (50.00%) C#
2 6 (50.00%) SQL
3 3 (25.00%) F#
4 1 (8.33%) Python
4 1 (8.33%) VB
4 1 (8.33%) VB.NET
4 1 (8.33%) VB6
Vendors
1 2 (16.67%) Microsoft
1 2 (16.67%) Twitter
2 1 (8.33%) Oracle