Period
to 20 October 2018

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

Functional Programming
England > Midlands
6 months to
20 Oct 2018
Same period 2017 Same period 2016
Rank 348 382 392
Rank change year-on-year +34 +10 -15
Permanent jobs citing Functional Programming 21 16 38
As % of all permanent IT jobs advertised in the Midlands 0.16% 0.11% 0.21%
As % of the Processes & Methodologies category 0.17% 0.12% 0.23%
Number of salaries quoted 12 16 23
Midlands median annual salary £47,500 £50,000 £60,000
Median salary % change year-on-year -5.00% -16.67% +37.93%
10th Percentile £28,800 £26,250 £45,000
90th Percentile £55,000 £69,375 £72,500
England median annual salary £70,000 £70,000 £67,500
% change year-on-year - +3.70% +8.00%

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 the Midlands with a requirement for process or methodology skills.

All Process and Methodology Skills
Midlands
Permanent vacancies with a requirement for process or methodology skills 12,102 13,586 16,602
As % of all permanent IT jobs advertised in the Midlands 90.97% 91.10% 90.25%
Number of salaries quoted 9,409 11,157 13,006
Midlands median annual salary £42,500 £40,000 £40,500
Median salary % change year-on-year +6.25% -1.23% +1.25%
10th Percentile £26,250 £25,500 £25,000
90th Percentile £67,500 £65,000 £63,750
England median annual salary £52,225 £50,000 £50,000
% change year-on-year +4.45% - +5.26%

Functional Programming
Job Vacancy Trend in the Midlands

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

Job vacancy trend for Functional Programming in the Midlands

Functional Programming
Salary Trend in the Midlands

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

Salary trend for Functional Programming in the Midlands

Functional Programming
Salary Histogram in the Midlands

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

Salary histogram for Functional Programming in the Midlands

Functional Programming
Job Locations in the Midlands

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Functional Programming within the Midlands region over the 6 months to 20 October 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
West Midlands +27 12 £47,500 -5.00% 4
East Midlands - 9 - - 1
Functional Programming
England

For the 6 months to 20 October 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 Midlands region with a requirement for Functional Programming.

1 17 (80.95%) Java
2 14 (66.67%) Linux
3 11 (52.38%) Software Engineering
3 11 (52.38%) Kafka
4 9 (42.86%) Jenkins
4 9 (42.86%) Agile Software Development
4 9 (42.86%) Unit Testing
4 9 (42.86%) Integration Testing
4 9 (42.86%) Continuous Integration
4 9 (42.86%) Git (software)
4 9 (42.86%) Test Automation
4 9 (42.86%) Unix
5 8 (38.10%) Finance
5 8 (38.10%) SQL
5 8 (38.10%) Scala
5 8 (38.10%) Hadoop
5 8 (38.10%) Atlassian Bamboo
5 8 (38.10%) Degree
5 8 (38.10%) Computer Science
5 8 (38.10%) Big Data
5 8 (38.10%) Gradle
5 8 (38.10%) Oozie
5 8 (38.10%) Impala
5 8 (38.10%) Apache Spark
5 8 (38.10%) GitLab
5 8 (38.10%) HBase
5 8 (38.10%) Puppet
5 8 (38.10%) Apache Hive
5 8 (38.10%) Self-Motivation
5 8 (38.10%) Deployment Automation

Functional Programming
Co-occurring IT Skills in the Midlands 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 8 (38.10%) Apache Spark
2 1 (4.76%) CMS
Cloud Services
1 2 (9.52%) SaaS
2 1 (4.76%) Amazon AWS
2 1 (4.76%) AWS CodePipeline
Communications & Networking
1 4 (19.05%) Internet
2 1 (4.76%) HTTP
2 1 (4.76%) SSL
Database & Business Intelligence
1 8 (38.10%) Apache Hive
1 8 (38.10%) Big Data
1 8 (38.10%) Hadoop
1 8 (38.10%) HBase
1 8 (38.10%) Impala
2 3 (14.29%) NoSQL
2 3 (14.29%) PostgreSQL
3 1 (4.76%) MySQL
Development Applications
1 9 (42.86%) Git (software)
1 9 (42.86%) Jenkins
2 8 (38.10%) Atlassian Bamboo
2 8 (38.10%) GitLab
2 8 (38.10%) Gradle
3 2 (9.52%) Subversion
4 1 (4.76%) CircleCI
4 1 (4.76%) Cucumber
4 1 (4.76%) JBehave
4 1 (4.76%) JUnit
4 1 (4.76%) TeamCity
General
1 8 (38.10%) Finance
2 1 (4.76%) Games
2 1 (4.76%) Marketing
Job Titles
1 18 (85.71%) Developer
2 9 (42.86%) Senior Developer
3 8 (38.10%) Big Data Developer
4 7 (33.33%) Senior Big Data Developer
5 5 (23.81%) Linux Developer
6 4 (19.05%) Java Developer
7 3 (14.29%) Java Software Developer
7 3 (14.29%) Software Developer
7 3 (14.29%) Software Engineer
8 2 (9.52%) Full Stack Developer
8 2 (9.52%) Senior Full Stack Developer
8 2 (9.52%) Systems Developer
9 1 (4.76%) Lead Developer
9 1 (4.76%) PHP Developer
9 1 (4.76%) PHP Software Engineer
9 1 (4.76%) Python Developer
9 1 (4.76%) Python Engineer
Libraries, Frameworks & Software Standards
1 11 (52.38%) Kafka
2 5 (23.81%) HTML
3 3 (14.29%) CSS
3 3 (14.29%) Esper
3 3 (14.29%) RESTful
4 2 (9.52%) .NET
4 2 (9.52%) ASP.NET
4 2 (9.52%) ASP.NET MVC
4 2 (9.52%) HTML5
4 2 (9.52%) JSON
4 2 (9.52%) Node.js
4 2 (9.52%) WinForms
4 2 (9.52%) WPF
4 2 (9.52%) XML
5 1 (4.76%) Guice
5 1 (4.76%) React
5 1 (4.76%) Redux
5 1 (4.76%) Spring
Miscellaneous
1 8 (38.10%) Computer Science
1 8 (38.10%) Self-Motivation
2 4 (19.05%) Mobile App
3 3 (14.29%) Fintech
Operating Systems
1 14 (66.67%) Linux
2 9 (42.86%) Unix
Processes & Methodologies
1 11 (52.38%) Software Engineering
2 9 (42.86%) Agile Software Development
2 9 (42.86%) Continuous Integration
2 9 (42.86%) Integration Testing
2 9 (42.86%) Test Automation
2 9 (42.86%) Unit Testing
3 8 (38.10%) Deployment Automation
4 6 (28.57%) OOP
5 5 (23.81%) Problem-Solving
6 4 (19.05%) Open Source
7 3 (14.29%) Complex Event Processing
7 3 (14.29%) E-Commerce
7 3 (14.29%) Machine Learning
7 3 (14.29%) Neural Network
7 3 (14.29%) OO
7 3 (14.29%) Web Development
8 2 (9.52%) Business Intelligence
8 2 (9.52%) OOD
8 2 (9.52%) Requirements Analysis
8 2 (9.52%) TDD
Programming Languages
1 17 (80.95%) Java
2 8 (38.10%) Scala
2 8 (38.10%) SQL
3 6 (28.57%) JavaScript
4 4 (19.05%) PHP
5 3 (14.29%) Go
6 2 (9.52%) C#
6 2 (9.52%) Elixir
6 2 (9.52%) Ruby
7 1 (4.76%) Clojure
7 1 (4.76%) Erlang
7 1 (4.76%) ES6
7 1 (4.76%) Java 8
7 1 (4.76%) Lisp
7 1 (4.76%) Python
Qualifications
1 8 (38.10%) Degree
Systems Management
1 8 (38.10%) Oozie
1 8 (38.10%) Puppet