The following table provides summary statistics for permanent job vacancies 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 28 March 2017 with a comparison to the same period in the previous 2 years.

Functional Programming
UK
3 months to
28 Mar 2017
Same period 2016 Same period 2015
Rank 565 667 747
Rank change year-on-year +102 +80  
Permanent jobs citing Functional Programming 299 294 232
As % of all permanent IT jobs advertised in the UK 0.35% 0.28% 0.21%
As % of the Processes & Methodologies category 0.39% 0.32% 0.25%
Number of salaries quoted 239 262 192
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 £50,000 £40,000
10% offered a salary of more than £93,500 £97,500 £94,500
UK excluding London median salary £56,250 £60,000 £46,250
% change year-on-year -6.25% +29.72%  

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 with a requirement for process and methodology skills.

Process & Methodology Skills
UK
Permanent job vacancies with a requirement for process and methodology skills 75940 92082 94020
As % of all permanent IT job vacancies advertised in the UK 89.12% 88.56% 87.01%
Number of salaries quoted 62461 76226 76084
Median salary £50,000 £50,000 £50,000
90% offered a salary of more than £32,500 £32,500 £31,500
10% offered a salary of more than £77,500 £75,000 £75,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Functional Programming
Job Vacancy Trend

The job posting trend of jobs advertised 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 the UK

Functional Programming
Salary Trend

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

Salary trend for Functional Programming in the UK

Functional Programming
Salary Histogram

The salary distribution of IT jobs citing Functional Programming over the 3 months to 28 March 2017.

Salary histogram for Functional Programming 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 28 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
England +106 289 £65,000 - 50
London +30 183 £75,000 +15.38% 34
South East +84 40 £65,000 +100.00% 2
City of London +40 36 £75,000 +15.38% 10
South West +27 24 £60,000 -14.28% 8
Bristol 0 19 £67,500 -3.57% 6
West Midlands +50 17 £60,000 +9.09%
Staffordshire +27 17 £60,000 +9.09%
Stoke-on-Trent +16 13 £60,000 +4.34%
Basingstoke - 12 £65,000 - 1
Tyne and Wear - 12 £45,000 - 4
North East - 12 £45,000 - 4
Newcastle upon Tyne - 12 £45,000 - 4
Hampshire - 12 £65,000 - 1
Canary Wharf - 9 £72,500 -
North West -8 8 £59,000 +31.11%
Berkshire - 8 £52,500 -
West Sussex - 8 £87,500 - 1
South Wales +9 7 £40,000 -23.80%
Wales +4 7 £40,000 -23.80%
East Sussex +10 6 £65,000 +44.44%
Manchester -21 6 £59,000 +31.11%
Reading - 6 £55,000 -
Newport - 6 £39,500 -
East of England +16 5 £75,000 +15.38% 1
Brighton +3 5 £65,000 +44.44%
Cambridgeshire +9 4 - - 1
Surrey +53 3 £40,000 +23.07%
Cornwall - 3 £40,000 -
Marlow - 3 £55,000 -

Functional Programming
Top 30 Co-occurring IT Skills

For the 6 months to 28 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 with a requirement for Functional Programming.

1 328 (47.33%) Agile Software Development
2 300 (43.29%) Java
3 285 (41.13%) Scala
4 255 (36.80%) Software Engineering
5 211 (30.45%) TDD
6 207 (29.87%) JavaScript
7 168 (24.24%) OO
8 164 (23.67%) Finance
9 163 (23.52%) C#
10 156 (22.51%) HTML
11 150 (21.65%) Computer Science
12 142 (20.49%) REST
13 141 (20.35%) .NET
14 140 (20.20%) NoSQL
15 135 (19.48%) Python
16 129 (18.61%) CSS
17 124 (17.89%) AngularJS
18 116 (16.74%) Microservices
19 114 (16.45%) Mathematics
20 113 (16.31%) Continuous Integration
20 113 (16.31%) F#
20 113 (16.31%) Node.js
21 111 (16.02%) Degree
22 109 (15.73%) Linux
22 109 (15.73%) HTML5
23 96 (13.85%) BDD
24 95 (13.71%) Haskell
25 93 (13.42%) C++
26 91 (13.13%) SQL
27 90 (12.99%) Amazon AWS

Functional Programming
Co-occurring 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 69 (9.96%) Apache Spark
2 43 (6.20%) Elasticsearch
3 20 (2.89%) Cloud Foundry
4 16 (2.31%) Tomcat
5 14 (2.02%) Apache Solr
6 13 (1.88%) Apache
7 12 (1.73%) SharePoint
8 11 (1.59%) WebLogic
9 10 (1.44%) Confluence
10 7 (1.01%) WebSphere
11 6 (0.87%) Hubot
11 6 (0.87%) IIS
11 6 (0.87%) JBoss
12 3 (0.43%) Ethereum
12 3 (0.43%) Hyperledger
12 3 (0.43%) Traefik
13 1 (0.14%) SAS
13 1 (0.14%) WildFly
Applications
1 22 (3.17%) Adobe Illustrator
1 22 (3.17%) Photoshop
2 10 (1.44%) MS Excel
3 1 (0.14%) MS Office
Business Applications
1 1 (0.14%) SAP Oil and Gas
Cloud Services
1 90 (12.99%) Amazon AWS
2 24 (3.46%) GitHub
3 20 (2.89%) Microsoft Azure
4 19 (2.74%) Cloud Computing
5 12 (1.73%) Office 365
6 7 (1.01%) SaaS
7 6 (0.87%) Amazon EC2
7 6 (0.87%) AWS Lambda
8 4 (0.58%) IaaS
8 4 (0.58%) PaaS
9 3 (0.43%) Google Cloud Platform
10 2 (0.29%) Amazon S3
10 2 (0.29%) Bluemix
10 2 (0.29%) IBM Cloud
11 1 (0.14%) AWS Elastic Beanstalk
11 1 (0.14%) Google Analytics
11 1 (0.14%) OpenShift
Communications & Networking
1 24 (3.46%) HTTP
2 12 (1.73%) TCP/IP
3 11 (1.59%) Internet
4 5 (0.72%) DSL
5 3 (0.43%) Skype
6 2 (0.29%) Fibre Channel
6 2 (0.29%) Firewall
6 2 (0.29%) iSCSI
6 2 (0.29%) SAN
6 2 (0.29%) SSL
6 2 (0.29%) VXLAN
Database & Business Intelligence
1 140 (20.20%) NoSQL
2 73 (10.53%) Relational Database
3 66 (9.52%) Big Data
4 51 (7.36%) MongoDB
5 46 (6.64%) Hadoop
6 38 (5.48%) Apache Cassandra
7 33 (4.76%) SQL Server
8 30 (4.33%) MySQL
8 30 (4.33%) Riak
9 26 (3.75%) PostgreSQL
10 18 (2.60%) RDBMS
11 17 (2.45%) Redis
12 16 (2.31%) Blockchain
13 9 (1.30%) DB2
14 8 (1.15%) Couchbase
15 7 (1.01%) Data Lake
15 7 (1.01%) Event Store
15 7 (1.01%) Neo4j
15 7 (1.01%) SQL Server 2012
16 6 (0.87%) Apache Hive
Development Applications
1 73 (10.53%) Git (software)
2 47 (6.78%) Jenkins
3 37 (5.34%) Maven
4 29 (4.18%) Karma Test Runner
5 28 (4.04%) gulp
6 27 (3.90%) Gradle
6 27 (3.90%) JIRA
7 26 (3.75%) Grunt
8 22 (3.17%) Eclipse
8 22 (3.17%) JUnit
9 21 (3.03%) IntelliJ
10 18 (2.60%) Jasmine
10 18 (2.60%) Subversion
11 14 (2.02%) Cucumber
11 14 (2.02%) webpack
12 13 (1.88%) Selenium
13 12 (1.73%) jspm
14 11 (1.59%) Atlassian Bamboo
14 11 (1.59%) Team Foundation Server
14 11 (1.59%) Vagrant
General
1 164 (23.67%) Finance
2 75 (10.82%) Banking
3 36 (5.19%) Front Office
3 36 (5.19%) Games
4 27 (3.90%) Retail
5 17 (2.45%) Investment Banking
6 8 (1.15%) Marketing
6 8 (1.15%) Telecoms
7 6 (0.87%) Financial Institution
8 4 (0.58%) Back Office
9 2 (0.29%) Advertising
9 2 (0.29%) Legal
10 1 (0.14%) Corporate Banking
10 1 (0.14%) Electronics
10 1 (0.14%) Manufacturing
10 1 (0.14%) Military
Job Titles
1 438 (63.20%) Developer
2 127 (18.33%) Java Developer
3 97 (14.00%) Scala Developer
4 82 (11.83%) Software Engineer
5 76 (10.97%) C# Developer
6 73 (10.53%) Senior Developer
7 55 (7.94%) .NET Developer
8 49 (7.07%) F# Developer
9 44 (6.35%) C# .NET Developer
10 39 (5.63%) JavaScript Developer
11 38 (5.48%) Java Scala Developer
12 34 (4.91%) Agile Developer
13 31 (4.47%) Full Stack Developer
13 31 (4.47%) Programmer
13 31 (4.47%) Senior Java Developer
14 28 (4.04%) Angular Developer
15 26 (3.75%) Senior Software Engineer
16 25 (3.61%) Software Developer
17 23 (3.32%) HTML Developer
17 23 (3.32%) UI Developer
Libraries, Frameworks & Software Standards
1 156 (22.51%) HTML
2 142 (20.49%) REST
3 141 (20.35%) .NET
4 129 (18.61%) CSS
5 124 (17.89%) AngularJS
6 113 (16.31%) Node.js
7 109 (15.73%) HTML5
8 87 (12.55%) React
9 79 (11.40%) Akka
10 70 (10.10%) Sass
10 70 (10.10%) Spring
11 69 (9.96%) Web Services
12 59 (8.51%) Kafka
13 57 (8.23%) JSON
14 55 (7.94%) LESS
15 46 (6.64%) RESTful
16 42 (6.06%) ASP.NET
16 42 (6.06%) Play Framework
17 41 (5.92%) Hibernate
18 39 (5.63%) XML
Miscellaneous
1 150 (21.65%) Computer Science
2 71 (10.25%) Data Structures
3 48 (6.93%) Algorithms
4 35 (5.05%) Enterprise Software
4 35 (5.05%) Fintech
5 31 (4.47%) Client/Server
6 30 (4.33%) Hedge funds
7 29 (4.18%) Derivative
7 29 (4.18%) User Experience
8 26 (3.75%) N-Tier
9 23 (3.32%) Equities
10 13 (1.88%) Blog
10 13 (1.88%) Fixed Income
10 13 (1.88%) Foreign Exchange (FX)
10 13 (1.88%) NHS
11 12 (1.73%) Analytical Skills
11 12 (1.73%) Public Cloud
12 10 (1.44%) Linux Command Line
13 9 (1.30%) Bitcoin
14 7 (1.01%) Cyber Attack
Operating Systems
1 109 (15.73%) Linux
2 49 (7.07%) Unix
3 32 (4.62%) Windows
4 21 (3.03%) Android
5 17 (2.45%) Apple iOS
6 2 (0.29%) Mac OS
7 1 (0.14%) CentOS
7 1 (0.14%) Red Hat Enterprise Linux
7 1 (0.14%) Ubuntu
Processes & Methodologies
1 328 (47.33%) Agile Software Development
2 255 (36.80%) Software Engineering
3 211 (30.45%) TDD
4 168 (24.24%) OO
5 116 (16.74%) Microservices
6 114 (16.45%) Mathematics
7 113 (16.31%) Continuous Integration
8 96 (13.85%) BDD
9 84 (12.12%) Unit Testing
10 76 (10.97%) MVC
11 73 (10.53%) Multithreading
12 66 (9.52%) Analytics
13 64 (9.24%) DevOps
13 64 (9.24%) OOP
13 64 (9.24%) Scrum
14 58 (8.37%) Open Source
15 54 (7.79%) E-Commerce
16 53 (7.65%) Mentoring
17 51 (7.36%) Low Latency
18 50 (7.22%) SOA
Programming Languages
1 300 (43.29%) Java
2 285 (41.13%) Scala
3 207 (29.87%) JavaScript
4 163 (23.52%) C#
5 135 (19.48%) Python
6 113 (16.31%) F#
7 95 (13.71%) Haskell
8 93 (13.42%) C++
9 91 (13.13%) SQL
10 81 (11.69%) Clojure
11 56 (8.08%) Erlang
12 55 (7.94%) ES6
13 52 (7.50%) Go
14 38 (5.48%) TypeScript
15 35 (5.05%) C
16 31 (4.47%) OCaml
17 30 (4.33%) Bash Shell
18 24 (3.46%) PHP
18 24 (3.46%) VBA
19 14 (2.02%) Ruby
Qualifications
1 111 (16.02%) Degree
2 19 (2.74%) PhD
3 12 (1.73%) Microsoft Certification
4 2 (0.29%) Security Cleared
5 1 (0.14%) OCP
5 1 (0.14%) Oracle Certification
Quality Assurance & Compliance
1 41 (5.92%) QA
2 7 (1.01%) Dodd-Frank
2 7 (1.01%) EMIR
2 7 (1.01%) ISO/IEC 27001
2 7 (1.01%) MiFID
3 5 (0.72%) SLA
4 4 (0.58%) HMG Security Policy Framework
5 3 (0.43%) PCI DSS
5 3 (0.43%) WAI
System Software
1 78 (11.26%) Docker
2 19 (2.74%) Virtual Machines
3 8 (1.15%) Varnish
4 5 (0.72%) Oracle RAC
5 2 (0.29%) Apache Flume
5 2 (0.29%) Apache ZooKeeper
5 2 (0.29%) HDFS
5 2 (0.29%) QEMU
6 1 (0.14%) KVM
6 1 (0.14%) VirtualBox
6 1 (0.14%) Xen
Systems Management
1 31 (4.47%) Puppet
2 23 (3.32%) Ansible
3 22 (3.17%) Opscode Chef
4 18 (2.60%) Mesos
5 13 (1.88%) Kubernetes
6 8 (1.15%) Docker Swarm
6 8 (1.15%) rkt
7 3 (0.43%) Icinga
8 2 (0.29%) Terraform
9 1 (0.14%) Hadoop YARN
Vendors
1 40 (5.77%) Microsoft
2 13 (1.88%) Splunk
3 12 (1.73%) Oracle
4 10 (1.44%) IBM
5 6 (0.87%) Atlassian
6 5 (0.72%) BEA
6 5 (0.72%) Google
6 5 (0.72%) webMethods
7 4 (0.58%) hybris
8 3 (0.43%) Apigee
8 3 (0.43%) Apple
9 2 (0.29%) AppDynamics
9 2 (0.29%) New Relic
9 2 (0.29%) SAP
9 2 (0.29%) Twitter
10 1 (0.14%) Cognos
10 1 (0.14%) Informatica
10 1 (0.14%) Red Hat
10 1 (0.14%) Sybase
10 1 (0.14%) Tableau
West London
Digitech Resourcing Ltd
Salary: From £70,000 to £80,000 per annum + Great Benefits
Posted: 5 hours ago
Bristol, Avon
Granite Consulting
Salary: From £35,000 to £40,000 per annum
Posted: 5 hours ago
Newcastle Upon Tyne, Tyne and Wear
Tomorrow People
Posted: Yesterday
City, London
Miller Maxwell Ltd
Salary: Up to £60,000 per annum + Bonus + Excellent Benefits Package
Posted: 22 hours ago
City, London
Understanding Recruitment
Salary: £60000 - £75000 per annum + shares
Posted: Yesterday
London
ClearCube Consulting
Salary: From £60,000 to £100,000 per annum
Posted: Yesterday
London
ClearCube Consulting
Salary: From £60,000 to £100,000 per annum
Posted: Yesterday
Skipton, North Yorkshire
Quant Capital
Salary: Up to £40,000 per annum Medical Pension
Posted: Yesterday
City, London
Miller Maxwell Ltd
Salary: Up to £80,000 per annum + Bonus + Benefits
Posted: 22 hours ago
London
ClearCube Consulting
Salary: Up to £70,000 per annum
Posted: Yesterday
Cambridge, Cambridgeshire
Agentis Solution
Salary: From £40,000 to £45,000 per annum
Posted: Yesterday
London
ClearCube Consulting
Salary: Up to £95,000 per annum
Posted: Yesterday
Bristol, Avon
Mortimer Spinks
Salary: £55000 - £80000 per annum
Posted: 4 days ago
Newcastle Upon Tyne, Tyne and Wear
Tomorrow People
Posted: Yesterday
London
Cititec
Salary: £105000 - £115000 per annum + Bonuses + Benefits
Posted: 3 days ago
Bath, Avon
Opus Recruitment Solutions Ltd
Salary: £30000 - £40000 per annum
Posted: 4 days ago
London
Nicoll Curtin
Salary: £55000 - £80000.00 per annum + Bonus & Package
Posted: 4 days ago
London
Nicoll Curtin
Salary: £75000 - £120000.00 per annum + Bonus & Package
Posted: 5 days ago
Newcastle Upon Tyne, Tyne and Wear
Hainton
Salary: From £35,000 to £40,000 per annum
Posted: 6 days ago
Bristol, Avon
Talent International
Salary: £85000 - £95000 per annum + Bonus
Posted: 5 days ago
Bristol, Avon
Sanderson
Salary: £45000 - £65000 per annum + Benefits
Posted: 5 days ago
London
Oho Group Ltd.
Salary: £35000 - £100000 per annum, Benefits Excellent Bonus and Benefits
Posted: 5 days ago
London
Digitech Resourcing Ltd
Salary: From £55,000 to £70,000 per annum
Posted: 6 days ago
Devon
Novate IT Ltd
Salary: £35000.00 - £45000.00 per annum + benefits
Posted: 4 days ago
City, London
Big Wednesday Digital Ltd
Salary: £55000 - £95000 per annum + negotiable
Posted: 4 days ago
London
Engage PSG
Salary: £55000 - £65000 per annum + 10% bonus
Posted: 6 days ago
London
Digitech Resourcing Ltd
Salary: From £30,000 to £35,000 per annum + Bonus
Posted: 3 days ago
City, London
TEKsystems
Salary: £75000 - £110000 per annum
Posted: 3 days ago
London
Westbourne Partners
Salary: Up to £100,000 per annum
Posted: 3 days ago
Basingstoke, Hampshire
Pimlico Banks Recruitment
Salary: Up to £65,000 per annum + Excellent Benefits
Posted: 6 days ago