Period
to 18 December 2018

The following table provides summary statistics for permanent job vacancies advertised in Glasgow 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 18 December 2018 with a comparison to the same period in the previous 2 years.

Functional Programming
Scotland > Glasgow
6 months to
18 Dec 2018
Same period 2017 Same period 2016
Rank 142 148 131
Rank change year-on-year +6 -17 +18
Permanent jobs citing Functional Programming 8 1 2
As % of all permanent IT jobs advertised in Glasgow 0.38% 0.044% 0.100%
As % of the Processes & Methodologies category 0.41% 0.048% 0.11%
Number of salaries quoted 4 1 1
Glasgow median annual salary £41,250 £40,000 £42,500
Median salary % change year-on-year +3.13% -5.88% +3.03%
10th Percentile £27,500 £37,500 £41,250
90th Percentile £56,250 £42,500 £43,750
Scotland median annual salary £52,500 £40,000 £52,500
% change year-on-year +31.25% -23.81% +31.25%

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 Glasgow with a requirement for process or methodology skills.

All Process and Methodology Skills
Glasgow
Permanent vacancies with a requirement for process or methodology skills 1,973 2,097 1,864
As % of all permanent IT jobs advertised in Glasgow 94.09% 92.66% 92.83%
Number of salaries quoted 1,407 1,367 1,041
Glasgow median annual salary £46,500 £47,500 £42,500
Median salary % change year-on-year -2.11% +11.76% -
10th Percentile £31,100 £31,450 £28,750
90th Percentile £65,000 £67,500 £60,000
Scotland median annual salary £45,000 £45,000 £44,500
% change year-on-year - +1.12% +4.71%

Functional Programming
Job Vacancy Trend in Glasgow

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

Job vacancy trend for Functional Programming in Glasgow

Functional Programming
Salary Trend in Glasgow

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

Salary trend for Functional Programming in Glasgow

Functional Programming
Salary Histogram in Glasgow

The salary distribution of IT jobs citing Functional Programming in Glasgow over the 6 months to 18 December 2018.

Salary histogram for Functional Programming in Glasgow

For the 6 months to 18 December 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 Glasgow region with a requirement for Functional Programming.

1 7 (87.50%) Agile Software Development
2 6 (75.00%) Java
2 6 (75.00%) Scala
3 5 (62.50%) Unix
3 5 (62.50%) Linux
3 5 (62.50%) Performance Tuning
3 5 (62.50%) NoSQL
3 5 (62.50%) Code Optimisation
4 4 (50.00%) Software Engineering
5 2 (25.00%) SDLC
5 2 (25.00%) React Native
5 2 (25.00%) Web Development
5 2 (25.00%) Amazon AWS
5 2 (25.00%) Dependency Injection
5 2 (25.00%) Node.js
5 2 (25.00%) JavaScript
6 1 (12.50%) TDD
6 1 (12.50%) Artificial Intelligence
6 1 (12.50%) Risk Management
6 1 (12.50%) Finance
6 1 (12.50%) Validation
6 1 (12.50%) Scrum
6 1 (12.50%) SQL
6 1 (12.50%) Microsoft Office
6 1 (12.50%) Web Services
6 1 (12.50%) Python
6 1 (12.50%) IBM
6 1 (12.50%) Microsoft
6 1 (12.50%) MapReduce
6 1 (12.50%) Machine Learning

Functional Programming
Co-occurring IT Skills in Glasgow 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 1 (12.50%) Apache Spark
Applications
1 1 (12.50%) Microsoft Office
Cloud Services
1 2 (25.00%) Amazon AWS
2 1 (12.50%) Google Cloud Platform
2 1 (12.50%) SaaS
Database & Business Intelligence
1 5 (62.50%) NoSQL
2 1 (12.50%) Apache Hive
2 1 (12.50%) Big Data
General
1 1 (12.50%) Finance
Job Titles
1 6 (75.00%) Developer
2 3 (37.50%) Scala Developer
3 2 (25.00%) Backend Developer
3 2 (25.00%) React Developer
3 2 (25.00%) Software Developer
3 2 (25.00%) Web Developer
4 1 (12.50%) Data Scientist
4 1 (12.50%) Java Developer
4 1 (12.50%) Java Scala Developer
4 1 (12.50%) Java Software Developer
4 1 (12.50%) Software Engineer
Libraries, Frameworks & Software Standards
1 2 (25.00%) Node.js
1 2 (25.00%) React Native
2 1 (12.50%) Web Services
Miscellaneous
1 1 (12.50%) Algorithms
1 1 (12.50%) Analytical Skills
1 1 (12.50%) Data Structures
1 1 (12.50%) Greenfield Project
Operating Systems
1 5 (62.50%) Linux
1 5 (62.50%) Unix
Processes & Methodologies
1 7 (87.50%) Agile Software Development
2 5 (62.50%) Code Optimisation
2 5 (62.50%) Performance Tuning
3 4 (50.00%) Software Engineering
4 2 (25.00%) Dependency Injection
4 2 (25.00%) SDLC
4 2 (25.00%) Web Development
5 1 (12.50%) Analytics
5 1 (12.50%) Bayesian Methods
5 1 (12.50%) Data Enrichment
5 1 (12.50%) Data Science
5 1 (12.50%) Decision-Making
5 1 (12.50%) Deep Learning
5 1 (12.50%) Experimental Design
5 1 (12.50%) Machine Learning
5 1 (12.50%) MapReduce
5 1 (12.50%) Monetization
5 1 (12.50%) Predictive Modelling
5 1 (12.50%) Statistical Inference
5 1 (12.50%) Statistical Modelling
Programming Languages
1 6 (75.00%) Java
1 6 (75.00%) Scala
2 2 (25.00%) JavaScript
3 1 (12.50%) Python
3 1 (12.50%) R
3 1 (12.50%) SQL
System Software
1 1 (12.50%) HDFS
Vendors
1 1 (12.50%) Google
1 1 (12.50%) IBM
1 1 (12.50%) Microsoft