The table below looks at the statistics for Functional Programming skills in IT jobs advertised across the UK. Included is a guide to the salaries offered in IT jobs that have cited Functional Programming over the 3 months to 19 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
19 Feb 2017
Same period 2016 Same period 2015
Functional Programming
UK
Rank 538 619 747
Rank change year-on-year
+81 +128
Permanent jobs citing Functional Programming 328 331 206
As % of all permanent IT jobs located in the UK 0.39% 0.32% 0.19%
As % of the Processes & Methodologies category 0.45% 0.37% 0.22%
Number of salaries quoted 251 291 169
Median salary £65,000 £65,000 £60,000
Median salary % change year-on-year
- +8.33%
90% offered a salary of more than £40,000 £45,000 £39,600
10% offered a salary of more than £100,000 £100,000 £90,000
UK excluding London median salary £55,000 £60,000 £47,500
% change year-on-year
-8.33% +26.31%

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised across the UK.

Processes & Methodologies Category
UK
Permanent IT job ads with a match in the
Processes & Methodologies category
73681 89754 91723
As % of all permanent IT jobs located in the UK 88.31% 87.72% 86.20%
Number of salaries quoted 60610 74516 75182
Median salary £50,000 £50,000 £47,500
Median salary % change year-on-year
- +5.26%
90% offered a salary of more than £32,500 £32,500 £31,500
10% offered a salary of more than £77,500 £73,000 £75,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Functional Programming
Jobs Demand Trend

The demand trend of job ads citing Functional Programming as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Functional Programming Jobs Demand Trend in the UK

Functional Programming
Salary Trend

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

Functional Programming Salary Trend in the UK

Functional Programming
Salary Histogram

This chart provides a salary histogram for IT jobs citing Functional Programming over the 3 months to 19 February 2017 within the UK.

Functional Programming Salary Histogram in the UK

Functional Programming
Top 30 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Functional Programming within the UK over the 3 months to 19 February 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
England +99 320 £65,000 - 56
London +36 224 £72,500 +3.57% 44
South East +89 38 £55,000 +22.22% 3
City of London +33 38 £90,000 +20.00% 12
West Midlands +45 18 £58,750 +6.81%
Staffordshire +18 17 £60,000 +9.09%
South West +9 16 £45,000 -35.71% 4
Bristol -5 13 £62,500 -10.71% 1
East of England +24 12 £52,500 -16.00% 1
Stoke-on-Trent +12 12 £57,500 +4.54%
North West 0 10 £50,000 -9.09% 1
West Sussex - 9 £87,500 - 1
Manchester -17 8 £57,500 +4.54%
Berkshire - 8 £50,000 -
East Sussex +6 6 £65,000 +44.44%
Buckinghamshire - 6 £55,000 -
Reading - 6 £55,000 -
Marlow - 6 £55,000 -
Cambridgeshire +9 5 £45,000 -30.76% 1
Brighton +6 5 £65,000 +44.44%
Basingstoke - 5 £65,000 - 1
Hampshire - 5 £65,000 - 1
Surrey +51 4 £40,000 +23.07%
Scotland +28 4 £62,500 +47.05%
South Wales +14 4 £31,452 -40.09%
Wales +6 4 £31,452 -40.09%
Bedfordshire - 4 £52,500 -
Guildford - 4 £40,000 -
Dunstable - 4 £52,500 -
Glasgow +22 3 - -

Functional Programming
Top 30 Related IT Skills

For the 6 months to 19 February 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 with a requirement for Functional Programming.

1 380 (49.61%) Agile Software Development
2 339 (44.26%) Java
3 320 (41.78%) Scala
4 280 (36.55%) Software Engineering
5 252 (32.90%) TDD
6 230 (30.03%) JavaScript
7 206 (26.89%) OO
8 194 (25.33%) Finance
9 179 (23.37%) HTML
9 179 (23.37%) Computer Science
10 178 (23.24%) NoSQL
11 158 (20.63%) REST
11 158 (20.63%) C#
12 152 (19.84%) CSS
13 149 (19.45%) Python
14 146 (19.06%) AngularJS
15 135 (17.62%) .NET
16 130 (16.97%) Linux
16 130 (16.97%) Degree
17 128 (16.71%) HTML5
17 128 (16.71%) Amazon AWS
18 126 (16.45%) F#
19 124 (16.19%) Node.js
20 115 (15.01%) SQL
21 114 (14.88%) Haskell
21 114 (14.88%) Microservices
22 111 (14.49%) Continuous Integration
23 101 (13.19%) Data Structures
24 99 (12.92%) Unit Testing
25 98 (12.79%) C++

Functional Programming
Top Related IT Skills 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 87 (11.36%) Apache Spark
2 59 (7.70%) Elasticsearch
3 21 (2.74%) Apache Solr
3 21 (2.74%) Cloud Foundry
4 14 (1.83%) Apache
5 13 (1.70%) Confluence
5 13 (1.70%) Tomcat
6 11 (1.44%) WebLogic
7 7 (0.91%) SharePoint
8 6 (0.78%) Hubot
8 6 (0.78%) JBoss
9 3 (0.39%) IIS
9 3 (0.39%) WebSphere
10 1 (0.13%) Apache Pig
10 1 (0.13%) SAS
10 1 (0.13%) Traefik
10 1 (0.13%) WildFly
Applications
1 29 (3.79%) Adobe Illustrator
1 29 (3.79%) Photoshop
2 15 (1.96%) MS Excel
3 1 (0.13%) MS Office
Business Applications
1 1 (0.13%) Magento
1 1 (0.13%) SAP Oil and Gas
Cloud Services
1 128 (16.71%) Amazon AWS
2 33 (4.31%) GitHub
3 31 (4.05%) Microsoft Azure
4 28 (3.66%) Cloud Computing
5 11 (1.44%) Amazon EC2
6 7 (0.91%) Office 365
7 6 (0.78%) AWS Lambda
7 6 (0.78%) Google Cloud Platform
7 6 (0.78%) SaaS
8 5 (0.65%) AWS Elastic Beanstalk
8 5 (0.65%) Google Compute Engine
8 5 (0.65%) Heroku
9 3 (0.39%) IaaS
10 2 (0.26%) Amazon S3
10 2 (0.26%) Bluemix
10 2 (0.26%) IBM Cloud
11 1 (0.13%) iTunes
11 1 (0.13%) PaaS
Communications & Networking
1 38 (4.96%) HTTP
2 15 (1.96%) TCP/IP
3 14 (1.83%) Internet
4 4 (0.52%) Skype
5 3 (0.39%) DSL
6 2 (0.26%) Fibre Channel
6 2 (0.26%) iSCSI
6 2 (0.26%) SAN
6 2 (0.26%) SSL
7 1 (0.13%) Firewall
Database & Business Intelligence
1 178 (23.24%) NoSQL
2 93 (12.14%) Big Data
3 86 (11.23%) Relational Database
4 79 (10.31%) MongoDB
5 58 (7.57%) Apache Cassandra
5 58 (7.57%) Hadoop
6 46 (6.01%) MySQL
7 40 (5.22%) PostgreSQL
8 30 (3.92%) SQL Server
9 28 (3.66%) Riak
10 24 (3.13%) Redis
11 22 (2.87%) RDBMS
12 10 (1.31%) Couchbase
13 9 (1.17%) Apache Hive
14 8 (1.04%) DB2
14 8 (1.04%) HBase
14 8 (1.04%) Neo4j
15 7 (0.91%) Data Lake
16 5 (0.65%) Oracle BI Publisher
16 5 (0.65%) Oracle Database
Development Applications
1 86 (11.23%) Git (software)
2 59 (7.70%) Jenkins
3 49 (6.40%) Maven
4 45 (5.87%) Karma Test Runner
5 37 (4.83%) gulp
6 33 (4.31%) JUnit
7 32 (4.18%) Grunt
8 31 (4.05%) Gradle
9 30 (3.92%) JIRA
10 29 (3.79%) Jasmine
11 26 (3.39%) Selenium
12 21 (2.74%) Eclipse
12 21 (2.74%) IntelliJ
13 18 (2.35%) jspm
13 18 (2.35%) Subversion
14 17 (2.22%) Protractor
15 16 (2.09%) Mocha
15 16 (2.09%) Vagrant
16 15 (1.96%) TeamCity
16 15 (1.96%) webpack
General
1 194 (25.33%) Finance
2 67 (8.75%) Banking
3 31 (4.05%) Front Office
3 31 (4.05%) Games
4 29 (3.79%) Retail
5 20 (2.61%) Investment Banking
6 12 (1.57%) Marketing
7 11 (1.44%) Telecoms
8 6 (0.78%) Back Office
9 5 (0.65%) Financial Institution
10 3 (0.39%) Legal
11 1 (0.13%) Advertising
11 1 (0.13%) Corporate Banking
11 1 (0.13%) Electronics
11 1 (0.13%) Manufacturing
11 1 (0.13%) Military
Job Titles
1 501 (65.40%) Developer
2 152 (19.84%) Java Developer
3 112 (14.62%) Scala Developer
4 95 (12.40%) Senior Developer
5 92 (12.01%) Software Engineer
6 72 (9.40%) C# Developer
7 52 (6.79%) .NET Developer
7 52 (6.79%) F# Developer
8 42 (5.48%) Full Stack Developer
9 41 (5.35%) Angular Developer
9 41 (5.35%) C# .NET Developer
9 41 (5.35%) Java Scala Developer
10 40 (5.22%) Senior Java Developer
11 37 (4.83%) JavaScript Developer
12 34 (4.44%) Programmer
13 32 (4.18%) Senior Software Engineer
14 31 (4.05%) HTML Developer
15 29 (3.79%) Python Developer
16 27 (3.52%) Software Developer
17 25 (3.26%) Architect
Libraries, Frameworks & Software Standards
1 179 (23.37%) HTML
2 158 (20.63%) REST
3 152 (19.84%) CSS
4 146 (19.06%) AngularJS
5 135 (17.62%) .NET
6 128 (16.71%) HTML5
7 124 (16.19%) Node.js
8 88 (11.49%) Akka
9 84 (10.97%) Spring
10 83 (10.84%) Sass
11 78 (10.18%) React
12 73 (9.53%) Web Services
13 61 (7.96%) Kafka
13 61 (7.96%) LESS
14 53 (6.92%) RESTful
15 52 (6.79%) JSON
16 50 (6.53%) CSS3
17 48 (6.27%) WebSockets
18 47 (6.14%) Hibernate
18 47 (6.14%) Play Framework
Miscellaneous
1 179 (23.37%) Computer Science
2 101 (13.19%) Data Structures
3 80 (10.44%) Algorithms
4 41 (5.35%) Mathematics
5 39 (5.09%) Hedge funds
6 36 (4.70%) Client/Server
7 29 (3.79%) Enterprise Software
7 29 (3.79%) User Experience
8 28 (3.66%) Derivative
9 27 (3.52%) Fintech
10 25 (3.26%) Equities
10 25 (3.26%) Statistics
11 24 (3.13%) Visualisation
12 19 (2.48%) N-Tier
12 19 (2.48%) Physics
13 15 (1.96%) Foreign Exchange (FX)
13 15 (1.96%) Public Cloud
14 14 (1.83%) Inversion of Control
15 13 (1.70%) Analytical Skills
15 13 (1.70%) Blog
Operating Systems
1 130 (16.97%) Linux
2 55 (7.18%) Unix
3 36 (4.70%) Windows
4 20 (2.61%) Android
5 18 (2.35%) Apple iOS
6 1 (0.13%) CentOS
6 1 (0.13%) Mac OS
6 1 (0.13%) Ubuntu
6 1 (0.13%) Windows Server
Processes & Methodologies
1 380 (49.61%) Agile Software Development
2 280 (36.55%) Software Engineering
3 252 (32.90%) TDD
4 206 (26.89%) OO
5 114 (14.88%) Microservices
6 111 (14.49%) Continuous Integration
7 99 (12.92%) Unit Testing
8 89 (11.62%) BDD
9 88 (11.49%) Analytics
10 78 (10.18%) MVC
11 76 (9.92%) Scrum
12 67 (8.75%) Multithreading
13 64 (8.36%) E-Commerce
14 63 (8.22%) OOP
15 62 (8.09%) Open Source
16 60 (7.83%) SOA
17 58 (7.57%) DevOps
17 58 (7.57%) Mentoring
18 54 (7.05%) Pair Programming
19 51 (6.66%) Low Latency
Programming Languages
1 339 (44.26%) Java
2 320 (41.78%) Scala
3 230 (30.03%) JavaScript
4 158 (20.63%) C#
5 149 (19.45%) Python
6 126 (16.45%) F#
7 115 (15.01%) SQL
8 114 (14.88%) Haskell
9 98 (12.79%) C++
10 84 (10.97%) Clojure
11 74 (9.66%) Erlang
12 68 (8.88%) ES6
13 55 (7.18%) Go
14 51 (6.66%) C
15 39 (5.09%) OCaml
15 39 (5.09%) TypeScript
16 33 (4.31%) Bash Shell
17 31 (4.05%) PHP
18 23 (3.00%) VBA
19 21 (2.74%) Ruby
Qualifications
1 130 (16.97%) Degree
2 18 (2.35%) PhD
3 6 (0.78%) Microsoft Certification
4 2 (0.26%) Security Cleared
5 1 (0.13%) CompTIA Security+
5 1 (0.13%) Security+ Certification
5 1 (0.13%) SSCP
Quality Assurance & Compliance
1 45 (5.87%) QA
2 7 (0.91%) Dodd-Frank
2 7 (0.91%) EMIR
2 7 (0.91%) MiFID
3 5 (0.65%) SLA
4 4 (0.52%) ISO/IEC 27001
5 3 (0.39%) PCI DSS
5 3 (0.39%) WAI
6 2 (0.26%) HMG Security Policy Framework
System Software
1 92 (12.01%) Docker
2 20 (2.61%) Virtual Machines
3 8 (1.04%) Varnish
4 5 (0.65%) Oracle RAC
5 3 (0.39%) Apache Flume
6 2 (0.26%) HDFS
6 2 (0.26%) QEMU
7 1 (0.13%) Apache ZooKeeper
7 1 (0.13%) KVM
7 1 (0.13%) VirtualBox
7 1 (0.13%) Xen
Systems Management
1 40 (5.22%) Puppet
2 32 (4.18%) Ansible
3 28 (3.66%) Opscode Chef
4 21 (2.74%) Mesos
5 11 (1.44%) Kubernetes
6 8 (1.04%) Docker Swarm
6 8 (1.04%) rkt
7 2 (0.26%) Terraform
8 1 (0.13%) Hadoop YARN
8 1 (0.13%) Icinga
8 1 (0.13%) Kibana
8 1 (0.13%) logstash
Vendors
1 42 (5.48%) Microsoft
2 15 (1.96%) Splunk
3 13 (1.70%) Oracle
4 9 (1.17%) Atlassian
5 7 (0.91%) Google
5 7 (0.91%) IBM
6 6 (0.78%) hybris
7 5 (0.65%) BEA
7 5 (0.65%) webMethods
8 4 (0.52%) Twitter
9 2 (0.26%) AppDynamics
9 2 (0.26%) Apple
9 2 (0.26%) New Relic
9 2 (0.26%) ServiceNow
10 1 (0.13%) Ab Initio
10 1 (0.13%) Cognos
10 1 (0.13%) HP
10 1 (0.13%) Informatica
10 1 (0.13%) SAP
10 1 (0.13%) Teradata
London
Nicoll Curtin
Salary: £75000 - £120000.00 per annum + Bonus & Package
Posted: Yesterday
London
Initi8 Recruitment
Salary: £55000 - £70000 Per Annum + 12.5% Bonus + Benefits
Posted: Yesterday
Bristol, Avon
Mortimer Spinks
Salary: £65000 - £75000 per annum + Excellent Benefits + Bonus
Posted: 2 days ago
London
Digitech Resourcing Ltd
Salary: From £45,000 to £65,000 per annum
Posted: Yesterday
Newcastle Upon Tyne, Tyne and Wear
Tomorrow People
Posted: 4 days ago
City, London
Miller Maxwell Ltd
Salary: Up to £60,000 per annum + Bonus + Excellent Benefits Package
Posted: 3 days ago
London
Oliver Bernard
Salary: £500 - £85000 per annum + 7.5hr working day, Bonus,
Posted: 3 days ago
City, London
Miller Maxwell Ltd
Salary: From £100,000 to £150,000 per annum + Bonus + Benefits Package
Posted: 3 days ago
City, London
Verticality Ltd
Salary: £80000 - £120000 per annum, Benefits 20K Bonus
Posted: 5 days ago
London
Cititec
Salary: £80000 - £90000 per annum + Base salary only package
Posted: 4 days ago
Newcastle Upon Tyne, Tyne and Wear
Hainton
Salary: £40000 - £50000 per annum
Posted: 5 days ago
Central London / West End
Empiric.com
Salary: From £60,000 to £80,000 per annum + Bonus + Benefits
Posted: 4 days ago
Kingston Upon Thames, Surrey
Client Server
Salary: £45k to £60k + bonus + benefits
Posted: 4 days ago
Devon
Novate IT Ltd
Salary: £35000.00 - £45000.00 per annum + benefits
Posted: 3 days ago
City, London
Pioneer Search
Salary: £600.00 - £700.00 per annum
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City, London
Miller Maxwell Ltd
Salary: From £55,000 to £65,000 per annum + Bonus + 28 Days Holiday + Pension
Posted: 3 days ago
City, London
TEKsystems
Salary: £80000 - £120000 per annum + Annual Bonus and Benefits
Posted: 4 days ago
London
ClearCube Consulting
Salary: Up to £70,000 per annum
Posted: 6 days ago
London
Oliver Bernard
Salary: £65000 - £85000 per annum + In-house Gym, Spa, Games Room
Posted: 3 days ago
East London
Digitech Resourcing Ltd
Salary: From £50,000 to £60,000 per annum
Posted: 5 days ago
London
ClearCube Consulting
Salary: Up to £95,000 per annum
Posted: 6 days ago
London
McGregor Boyall
Salary: £70000 - £120000 per annum
Posted: 5 days ago
City, London
TEKsystems
Salary: £100 - £125 per annum + Bonus
Posted: 4 days ago
Newcastle Upon Tyne, Tyne and Wear
Tomorrow People
Posted: 4 days ago
London
Digitech Resourcing Ltd
Salary: From £80,000 to £100,000 per annum
Posted: 5 days ago
City, London
TEKsystems
Salary: £40000 - £90000 per annum + extensive benefits
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Basingstoke, Hampshire
Pimlico Banks Recruitment
Salary: Up to £65,000 per annum + Excellent Benefits
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London
Digitech Resourcing Ltd
Salary: From £30,000 to £35,000 per annum + Bonus
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South West London
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Salary: From £80,000 to £100,000 per annum
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London
Oliver Bernard
Salary: £45000 - £55000 per annum + amazing perks and benefits
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