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

Functional Programming
England > Midlands
6 months to
19 Jul 2018
Same period 2017 Same period 2016
Rank 354 369 407
Rank change year-on-year +15 +38 -24
Permanent jobs citing Functional Programming 26 26 34
As % of all permanent IT jobs advertised in the Midlands 0.18% 0.17% 0.18%
As % of the Processes & Methodologies category 0.20% 0.18% 0.20%
Number of salaries quoted 25 24 14
Midlands median annual salary £47,500 £60,000 £58,750
Median salary % change year-on-year -20.83% +2.13% -6.00%
10th Percentile £28,250 £45,750 £47,500
90th Percentile £55,000 £72,500 £71,250
England median annual salary £65,000 £70,000 £65,000
% change year-on-year -7.14% +7.69% +4.00%

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 13,085 14,083 17,106
As % of all permanent IT jobs advertised in the Midlands 90.27% 90.10% 89.50%
Number of salaries quoted 10,369 11,550 13,530
Midlands median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - -
10th Percentile £26,233 £25,750 £24,250
90th Percentile £66,250 £62,500 £64,000
England median annual salary £50,000 £50,000 £50,000

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 19 July 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 19 July 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 +14 26 £47,500 -20.83% 2
Functional Programming
England

For the 6 months to 19 July 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 19 (73.08%) JavaScript
2 17 (65.38%) HTML
2 17 (65.38%) Java
3 14 (53.85%) Open Source
4 12 (46.15%) Software Engineering
4 12 (46.15%) Erlang
4 12 (46.15%) .NET
4 12 (46.15%) Linux
5 11 (42.31%) C++
5 11 (42.31%) Web Development
5 11 (42.31%) TDD
6 10 (38.46%) PHP
7 9 (34.62%) C#
7 9 (34.62%) Node.js
7 9 (34.62%) HTML5
8 8 (30.77%) Mobile App
8 8 (30.77%) CSS
9 7 (26.92%) Project Management
9 7 (26.92%) Continuous Integration
9 7 (26.92%) F#
10 6 (23.08%) JSON
10 6 (23.08%) RESTful
10 6 (23.08%) Subversion
10 6 (23.08%) Requirements Analysis
10 6 (23.08%) XML
10 6 (23.08%) MySQL
10 6 (23.08%) SQL
10 6 (23.08%) UML
10 6 (23.08%) OOP
10 6 (23.08%) OOA/OOD

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 2 (7.69%) Apache
1 2 (7.69%) Apache Pig
1 2 (7.69%) Apache Spark
1 2 (7.69%) CMS
1 2 (7.69%) Elasticsearch
Cloud Services
1 4 (15.38%) Amazon AWS
2 2 (7.69%) AWS Lambda
2 2 (7.69%) Google Cloud Platform
2 2 (7.69%) Microsoft Azure
2 2 (7.69%) SaaS
2 2 (7.69%) Serverless
Database & Business Intelligence
1 6 (23.08%) MySQL
2 4 (15.38%) SQL Server
3 2 (7.69%) Apache Cassandra
3 2 (7.69%) Apache Hive
3 2 (7.69%) Big Data
3 2 (7.69%) Bigtable
3 2 (7.69%) Data Mining
3 2 (7.69%) Flink
3 2 (7.69%) Hadoop
3 2 (7.69%) HBase
3 2 (7.69%) Impala
3 2 (7.69%) MongoDB
3 2 (7.69%) NoSQL
3 2 (7.69%) OLAP
3 2 (7.69%) OLAP Cube
3 2 (7.69%) Oracle OLAP
3 2 (7.69%) Pentaho
3 2 (7.69%) Riak
Development Applications
1 6 (23.08%) Subversion
2 2 (7.69%) Bitbucket
2 2 (7.69%) Git (software)
2 2 (7.69%) Jenkins
2 2 (7.69%) JUnit
2 2 (7.69%) Maven
2 2 (7.69%) TestNG
General
1 2 (7.69%) Finance
1 2 (7.69%) Financial Institution
1 2 (7.69%) Games
1 2 (7.69%) Marketing
Job Titles
1 16 (61.54%) Developer
2 10 (38.46%) Software Engineer
3 4 (15.38%) PHP Developer
3 4 (15.38%) Software Developer
4 2 (7.69%) Apache Spark Developer
4 2 (7.69%) Full Stack Developer
4 2 (7.69%) Hadoop Developer
4 2 (7.69%) Java Developer
4 2 (7.69%) Java Hadoop Developer
4 2 (7.69%) Linux Developer
4 2 (7.69%) Linux Engineer
4 2 (7.69%) Mid-Level PHP Developer
4 2 (7.69%) PHP Software Engineer
4 2 (7.69%) Senior Developer
4 2 (7.69%) Senior Full Stack Developer
4 2 (7.69%) Systems Developer
5 1 (3.85%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 17 (65.38%) HTML
2 12 (46.15%) .NET
3 9 (34.62%) HTML5
3 9 (34.62%) Node.js
4 8 (30.77%) CSS
5 6 (23.08%) JSON
5 6 (23.08%) RESTful
5 6 (23.08%) XML
6 2 (7.69%) Akka
6 2 (7.69%) ASP.NET
6 2 (7.69%) ASP.NET MVC
6 2 (7.69%) Lucene
6 2 (7.69%) Play Framework
6 2 (7.69%) React
6 2 (7.69%) Redux
6 2 (7.69%) Samza
6 2 (7.69%) WinForms
6 2 (7.69%) WPF
Miscellaneous
1 8 (30.77%) Mobile App
2 6 (23.08%) User Experience
3 4 (15.38%) Computer Science
3 4 (15.38%) Fintech
Operating Systems
1 12 (46.15%) Linux
Processes & Methodologies
1 14 (53.85%) Open Source
2 12 (46.15%) Software Engineering
3 11 (42.31%) TDD
3 11 (42.31%) Web Development
4 7 (26.92%) Continuous Integration
4 7 (26.92%) Project Management
5 6 (23.08%) Data Flow Diagram
5 6 (23.08%) OOA/OOD
5 6 (23.08%) OOD
5 6 (23.08%) OOP
5 6 (23.08%) Requirements Analysis
5 6 (23.08%) UML
6 5 (19.23%) Problem-Solving
7 4 (15.38%) Business Intelligence
7 4 (15.38%) Data Security
7 4 (15.38%) MVC
7 4 (15.38%) OO
8 3 (11.54%) High Availability
8 3 (11.54%) Low Latency
8 3 (11.54%) Responsive Web Design
Programming Languages
1 19 (73.08%) JavaScript
2 17 (65.38%) Java
3 12 (46.15%) Erlang
4 11 (42.31%) C++
5 10 (38.46%) PHP
6 9 (34.62%) C#
7 7 (26.92%) F#
8 6 (23.08%) SQL
9 5 (19.23%) Scala
10 4 (15.38%) Elixir
10 4 (15.38%) Go
10 4 (15.38%) TypeScript
10 4 (15.38%) VB
11 3 (11.54%) Haskell
12 2 (7.69%) Clojure
12 2 (7.69%) ES6
12 2 (7.69%) Lisp
12 2 (7.69%) Ruby
Qualifications
1 4 (15.38%) Computer Science Degree
1 4 (15.38%) Degree
2 2 (7.69%) PhD
Quality Assurance & Compliance
1 2 (7.69%) QA
System Software
1 2 (7.69%) Apache ZooKeeper
1 2 (7.69%) HDFS
Systems Management
1 2 (7.69%) Hadoop YARN
Vendors
1 3 (11.54%) Microsoft
2 2 (7.69%) Oracle
2 2 (7.69%) Tableau
2 2 (7.69%) Vertica