The following table provides summary statistics for permanent job vacancies advertised in Scotland 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 3 months to 24 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
24 Mar 2017
Same period 2016 Same period 2015
Functional Programming
UK / Scotland
Rank 135 - 148
Rank change year-on-year - 0  
Permanent jobs citing Functional Programming 3 0 7
As % of all permanent IT jobs advertised in Scotland 0.13% - 0.23%
As % of the Processes & Methodologies category 0.14% - 0.25%
Number of salaries quoted 0 0 6
Median salary - - £41,250
UK excluding London median salary £55,000 £60,000 £44,250
% change year-on-year -8.33% +35.59%  

Functional Programming is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Scotland with a requirement for process and methodology skills.

Process & Methodology Skills
Scotland
Permanent job vacancies with a requirement for process and methodology skills 2116 2646 2748
As % of all permanent IT job vacancies advertised in Scotland 91.25% 90.49% 88.90%
Number of salaries quoted 1329 1706 1674
Median salary £45,000 £46,500 £44,000
Median salary % change year-on-year -3.22% +5.68%  
90% offered a salary of more than £32,500 £32,500 £32,500
10% offered a salary of more than £70,000 £60,000 £65,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Functional Programming
Job Vacancy Trend in Scotland

The job posting trend of jobs advertised in Scotland citing Functional Programming as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Functional Programming in Scotland

Functional Programming
Salary Trend in Scotland

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

Salary trend for Functional Programming in Scotland

Functional Programming
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Functional Programming within the Scotland region over the 3 months to 24 March 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Glasgow - 2 - -
Edinburgh - 1 - -
Functional Programming
UK

Functional Programming
Top 30 Related IT Skills in Scotland

For the 6 months to 24 March 2017, IT jobs citing Functional Programming also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Scotland region with a requirement for Functional Programming.

1 3 (60.00%) Java
1 3 (60.00%) DB2
1 3 (60.00%) XML
1 3 (60.00%) OO
1 3 (60.00%) OOD
1 3 (60.00%) Scrum
1 3 (60.00%) Agile Software Development
1 3 (60.00%) Pair Programming
1 3 (60.00%) Spring
1 3 (60.00%) JSON
1 3 (60.00%) Continuous Integration
1 3 (60.00%) Kanban
1 3 (60.00%) Guice
1 3 (60.00%) TeamCity
1 3 (60.00%) Domain-Driven Design
1 3 (60.00%) Amazon AWS
1 3 (60.00%) Dependency Injection
1 3 (60.00%) REST
1 3 (60.00%) Gradle
1 3 (60.00%) Jenkins
1 3 (60.00%) Relational Database
1 3 (60.00%) Lambda Expressions
2 2 (40.00%) EMIR
2 2 (40.00%) Dodd-Frank
2 2 (40.00%) Docker
2 2 (40.00%) Microservices
2 2 (40.00%) Microsoft Azure
2 2 (40.00%) Analytics
2 2 (40.00%) Concordion
2 2 (40.00%) Cucumber

Functional Programming
Top Related IT Skills in Scotland 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 3 (60.00%) Amazon AWS
2 2 (40.00%) Microsoft Azure
3 1 (20.00%) Google Analytics
Database & Business Intelligence
1 3 (60.00%) DB2
1 3 (60.00%) Relational Database
2 1 (20.00%) QlikView
Development Applications
1 3 (60.00%) Gradle
1 3 (60.00%) Jenkins
1 3 (60.00%) TeamCity
2 2 (40.00%) Concordion
2 2 (40.00%) Cucumber
2 2 (40.00%) FitNesse
2 2 (40.00%) JBehave
General
1 2 (40.00%) Front Office
2 1 (20.00%) Finance
Job Titles
1 3 (60.00%) Developer
1 3 (60.00%) Java Developer
2 1 (20.00%) Analyst
2 1 (20.00%) Data Analyst
2 1 (20.00%) Data Scientist
2 1 (20.00%) Senior Analyst
2 1 (20.00%) Senior Data Analyst
2 1 (20.00%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 3 (60.00%) Guice
1 3 (60.00%) JSON
1 3 (60.00%) Lambda Expressions
1 3 (60.00%) REST
1 3 (60.00%) Spring
1 3 (60.00%) XML
2 1 (20.00%) Web Services
Processes & Methodologies
1 3 (60.00%) Agile Software Development
1 3 (60.00%) Continuous Integration
1 3 (60.00%) Dependency Injection
1 3 (60.00%) Domain-Driven Design
1 3 (60.00%) Kanban
1 3 (60.00%) OO
1 3 (60.00%) OOD
1 3 (60.00%) Pair Programming
1 3 (60.00%) Scrum
2 2 (40.00%) Analytics
2 2 (40.00%) Microservices
3 1 (20.00%) Continuous Delivery
3 1 (20.00%) Data Engineering
3 1 (20.00%) Decision Tree
3 1 (20.00%) Machine Learning
3 1 (20.00%) Open Source
3 1 (20.00%) Regression Analysis
3 1 (20.00%) Visualisation
Programming Languages
1 3 (60.00%) Java
Quality Assurance & Compliance
1 2 (40.00%) Dodd-Frank
1 2 (40.00%) EMIR
1 2 (40.00%) MiFID
System Software
1 2 (40.00%) Docker
Systems Management
1 1 (20.00%) Ansible
1 1 (20.00%) Opscode Chef
1 1 (20.00%) Puppet
Vendors
1 1 (20.00%) Google
1 1 (20.00%) Oracle
1 1 (20.00%) Platfora
1 1 (20.00%) Tableau