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 25 June 2017 with a comparison to the same period in the previous 2 years.

Functional Programming
UK
3 months to
25 Jun 2017
Same period 2016 Same period 2015
Rank 572 611 680
Rank change year-on-year +39 +69  
Permanent jobs citing Functional Programming 310 324 296
As % of all permanent IT jobs advertised in the UK 0.35% 0.33% 0.27%
As % of the Processes & Methodologies category 0.39% 0.38% 0.30%
Number of salaries quoted 243 279 241
Median salary £70,000 £65,000 £62,500
Median salary % change year-on-year +7.69% +4.00%  
90% offered a salary of more than £45,000 £42,500 £37,500
10% offered a salary of more than £94,500 £97,500 £95,000
UK excluding London median salary £57,500 £47,500 £45,000
% change year-on-year +21.05% +5.55%  

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 79039 86328 97439
As % of all permanent IT job vacancies advertised in the UK 89.73% 88.92% 88.03%
Number of salaries quoted 63711 72121 79644
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 £80,000 £75,000 £77,500
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

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 25 June 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 25 June 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 +40 303 £70,000 +7.69% 65
London -5 215 £75,000 +9.09% 50
South East +68 27 £57,500 +21.05% 2
City of London +13 25 £91,250 +25.86% 10
South West +14 24 £73,000 +71.76% 2
Bristol -3 21 £73,000 +67.81% 2
West Midlands -1 10 £65,000 +4.00%
North West -32 10 £55,000 +37.50% 3
Manchester -17 9 £55,000 +37.50% 2
Staffordshire +15 8 £65,000 -3.70%
West Sussex +12 7 £57,500 +2.22% 1
Yorkshire +12 6 £37,500 -11.76% 2
East of England +7 6 £45,000 -28.00% 6
North Yorkshire +4 6 £37,500 -11.76%
Cambridgeshire -2 6 £45,000 -29.41% 5
Cambridge -12 6 £45,000 -29.41% 5
Skipton - 6 £37,500 -
Berkshire - 6 £66,250 -
Sussex - 6 £67,500 -
Stoke-on-Trent +20 5 £65,000 -3.70%
North East - 4 £41,750 -
Surrey +31 3 £30,000 -40.00%
Guildford +18 3 £30,000 -40.00%
Scotland - 3 £39,250 -
Glasgow - 3 £39,250 -
South Wales +14 2 £55,750 +23.88%
East Sussex +8 2 £42,500 -10.52%
Wales +4 2 £55,750 +23.88%
Somerset -11 2 £37,500 -6.25%
Bath -16 2 £37,500 -6.25%

For the 6 months to 25 June 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.

1 313 (50.98%) Agile Software Development
2 278 (45.28%) Java
3 260 (42.35%) Scala
4 219 (35.67%) Software Engineering
5 164 (26.71%) Finance
6 160 (26.06%) C#
7 140 (22.80%) TDD
8 139 (22.64%) NoSQL
9 134 (21.82%) JavaScript
10 132 (21.50%) OO
11 130 (21.17%) Microservices
12 121 (19.71%) .NET
13 110 (17.92%) HTML
14 104 (16.94%) F#
14 104 (16.94%) REST
15 99 (16.12%) Continuous Integration
16 97 (15.80%) OOP
17 94 (15.31%) Python
17 94 (15.31%) CSS
17 94 (15.31%) Computer Science
18 91 (14.82%) Haskell
19 88 (14.33%) Multithreading
20 84 (13.68%) SQL
21 82 (13.36%) Banking
22 81 (13.19%) Linux
22 81 (13.19%) Big Data
23 80 (13.03%) AngularJS
24 77 (12.54%) Node.js
24 77 (12.54%) Test Automation
25 76 (12.38%) Degree

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 56 (9.12%) Apache Spark
2 21 (3.42%) Apache
3 14 (2.28%) Elasticsearch
4 10 (1.63%) Cloud Foundry
4 10 (1.63%) SharePoint
5 7 (1.14%) Confluence
5 7 (1.14%) Tomcat
6 6 (0.98%) WebSphere
7 5 (0.81%) IIS
7 5 (0.81%) JBoss
7 5 (0.81%) WebLogic
8 4 (0.65%) Ethereum
8 4 (0.65%) Hyperledger
8 4 (0.65%) Traefik
9 3 (0.49%) Hubot
10 2 (0.33%) Apache Solr
Applications
1 16 (2.61%) Microsoft Excel
Business Applications
1 13 (2.12%) SAP Oil and Gas
Cloud Services
1 68 (11.07%) Amazon AWS
2 18 (2.93%) SaaS
3 17 (2.77%) Microsoft Azure
4 15 (2.44%) GitHub
5 10 (1.63%) Office 365
6 6 (0.98%) Cloud Computing
7 5 (0.81%) AWS Lambda
7 5 (0.81%) PaaS
8 4 (0.65%) Google Cloud Platform
8 4 (0.65%) IaaS
9 3 (0.49%) Amazon S3
10 2 (0.33%) Amazon SQS
11 1 (0.16%) Amazon EC2
11 1 (0.16%) Bluemix
11 1 (0.16%) Google Analytics
11 1 (0.16%) Google Play
11 1 (0.16%) IBM Cloud
11 1 (0.16%) OpenShift
11 1 (0.16%) Route 53
Communications & Networking
1 12 (1.95%) DSL
2 10 (1.63%) HTTP
3 6 (0.98%) Internet
4 3 (0.49%) TCP/IP
5 2 (0.33%) Fibre Channel
5 2 (0.33%) Firewall
5 2 (0.33%) iSCSI
5 2 (0.33%) SAN
5 2 (0.33%) VXLAN
Database & Business Intelligence
1 139 (22.64%) NoSQL
2 81 (13.19%) Big Data
3 56 (9.12%) Relational Database
4 36 (5.86%) MongoDB
5 32 (5.21%) SQL Server
6 31 (5.05%) Hadoop
7 25 (4.07%) Blockchain
8 21 (3.42%) Riak
9 12 (1.95%) Apache Cassandra
9 12 (1.95%) Event Store
10 10 (1.63%) MySQL
10 10 (1.63%) PostgreSQL
10 10 (1.63%) RDBMS
11 8 (1.30%) Apache Hive
12 7 (1.14%) DB2
13 6 (0.98%) Couchbase
13 6 (0.98%) SQL Server 2012
14 4 (0.65%) Data Lake
14 4 (0.65%) Data Warehouse
14 4 (0.65%) Neo4j
Development Applications
1 40 (6.51%) Git (software)
2 34 (5.54%) Jenkins
3 18 (2.93%) JUnit
3 18 (2.93%) Maven
4 17 (2.77%) JIRA
5 14 (2.28%) Gradle
5 14 (2.28%) Mocha
6 13 (2.12%) Eclipse
7 12 (1.95%) gulp
7 12 (1.95%) TeamCity
8 11 (1.79%) Cucumber
8 11 (1.79%) IntelliJ
9 10 (1.63%) Team Foundation Server
10 9 (1.47%) NUnit
11 8 (1.30%) Subversion
12 7 (1.14%) Atlassian Bamboo
12 7 (1.14%) Grunt
12 7 (1.14%) Selenium
12 7 (1.14%) SpecFlow
12 7 (1.14%) webpack
General
1 164 (26.71%) Finance
2 82 (13.36%) Banking
3 42 (6.84%) Investment Banking
4 33 (5.37%) Retail
5 28 (4.56%) Front Office
6 25 (4.07%) Retail Banking
7 23 (3.75%) Games
8 17 (2.77%) Financial Institution
8 17 (2.77%) Marketing
9 15 (2.44%) Telecoms
10 13 (2.12%) Electronics
10 13 (2.12%) Manufacturing
11 6 (0.98%) Pharmaceutical
12 3 (0.49%) Advertising
13 2 (0.33%) Back Office
13 2 (0.33%) Legal
14 1 (0.16%) Billing
14 1 (0.16%) Welsh Language
Job Titles
1 375 (61.07%) Developer
2 124 (20.20%) Java Developer
3 97 (15.80%) Scala Developer
4 80 (13.03%) Software Engineer
5 66 (10.75%) C# Developer
6 64 (10.42%) Senior Developer
7 45 (7.33%) .NET Developer
8 43 (7.00%) JavaScript Developer
9 40 (6.51%) Programmer
10 35 (5.70%) Software Developer
11 31 (5.05%) C# .NET Developer
12 30 (4.89%) Java Scala Developer
13 29 (4.72%) F# Developer
13 29 (4.72%) Senior Java Developer
13 29 (4.72%) Software Manager
14 24 (3.91%) Agile Developer
15 22 (3.58%) Architect
16 19 (3.09%) Development Manager
17 17 (2.77%) Agile .NET Developer
18 16 (2.61%) Scala Software Engineer
Libraries, Frameworks & Software Standards
1 121 (19.71%) .NET
2 110 (17.92%) HTML
3 104 (16.94%) REST
4 94 (15.31%) CSS
5 80 (13.03%) AngularJS
6 77 (12.54%) Node.js
7 73 (11.89%) React
8 64 (10.42%) Akka
9 63 (10.26%) HTML5
10 62 (10.10%) Web Services
11 58 (9.45%) Spring
12 56 (9.12%) Kafka
13 54 (8.79%) ASP.NET
14 53 (8.63%) JSON
15 45 (7.33%) RESTful
16 40 (6.51%) ASP.NET MVC
16 40 (6.51%) Play Framework
17 30 (4.89%) jQuery
18 29 (4.72%) CSS3
19 27 (4.40%) XML
Miscellaneous
1 94 (15.31%) Computer Science
2 73 (11.89%) Fintech
3 65 (10.59%) Greenfield Project
4 30 (4.89%) User Experience
5 28 (4.56%) Fixed Income
6 26 (4.23%) Enterprise Software
7 24 (3.91%) Hedge funds
8 23 (3.75%) Data Structures
9 22 (3.58%) N-Tier
10 18 (2.93%) Analytical Skills
10 18 (2.93%) Derivative
11 17 (2.77%) Bitcoin
12 15 (2.44%) Algorithms
12 15 (2.44%) NHS
13 11 (1.79%) Blog
13 11 (1.79%) Equities
14 6 (0.98%) Linux Command Line
15 5 (0.81%) Data Centre
15 5 (0.81%) Mobile App
15 5 (0.81%) W3C
Operating Systems
1 81 (13.19%) Linux
2 34 (5.54%) Unix
3 17 (2.77%) Android
4 13 (2.12%) Windows
5 10 (1.63%) Apple iOS
6 1 (0.16%) Mac OS
6 1 (0.16%) Red Hat Enterprise Linux
Processes & Methodologies
1 313 (50.98%) Agile Software Development
2 219 (35.67%) Software Engineering
3 140 (22.80%) TDD
4 132 (21.50%) OO
5 130 (21.17%) Microservices
6 99 (16.12%) Continuous Integration
7 97 (15.80%) OOP
8 88 (14.33%) Multithreading
9 77 (12.54%) Test Automation
10 75 (12.21%) Low Latency
11 69 (11.24%) Open Source
12 68 (11.07%) MVC
13 64 (10.42%) Scrum
14 60 (9.77%) BDD
15 56 (9.12%) Mathematics
16 49 (7.98%) DevOps
17 45 (7.33%) Analytics
18 43 (7.00%) Web Development
19 39 (6.35%) SDLC
20 38 (6.19%) Unit Testing
Programming Languages
1 278 (45.28%) Java
2 260 (42.35%) Scala
3 160 (26.06%) C#
4 134 (21.82%) JavaScript
5 104 (16.94%) F#
6 94 (15.31%) Python
7 91 (14.82%) Haskell
8 84 (13.68%) SQL
9 73 (11.89%) Clojure
10 65 (10.59%) C++
11 59 (9.61%) Erlang
12 31 (5.05%) OCaml
13 25 (4.07%) Go
13 25 (4.07%) TypeScript
14 22 (3.58%) ES6
15 21 (3.42%) ML
16 17 (2.77%) Bash Shell
16 17 (2.77%) C
17 16 (2.61%) R
17 16 (2.61%) VBA
Qualifications
1 76 (12.38%) Degree
2 37 (6.03%) Computer Science Degree
3 10 (1.63%) Microsoft Certification
4 6 (0.98%) PhD
5 2 (0.33%) Numerate Degree
5 2 (0.33%) Security Cleared
6 1 (0.16%) OCP
6 1 (0.16%) Oracle Certification
6 1 (0.16%) Postgraduate
Quality Assurance & Compliance
1 25 (4.07%) QA
2 6 (0.98%) ISO/IEC 27001
3 4 (0.65%) HMG Security Policy Framework
4 3 (0.49%) Data Quality
5 2 (0.33%) Dodd-Frank
5 2 (0.33%) EMIR
5 2 (0.33%) MiFID
5 2 (0.33%) PCI DSS
System Software
1 48 (7.82%) Docker
2 10 (1.63%) Virtual Machines
3 3 (0.49%) HDFS
4 2 (0.33%) Apache Flume
4 2 (0.33%) Apache ZooKeeper
4 2 (0.33%) QEMU
5 1 (0.16%) Xen
5 1 (0.16%) XenServer
Systems Management
1 10 (1.63%) Ansible
1 10 (1.63%) Puppet
2 7 (1.14%) Kubernetes
3 6 (0.98%) Mesos
3 6 (0.98%) Opscode Chef
4 4 (0.65%) Icinga
5 3 (0.49%) Hadoop YARN
5 3 (0.49%) Nagios
6 2 (0.33%) Docker Swarm
6 2 (0.33%) rkt
7 1 (0.16%) Terraform
Vendors
1 25 (4.07%) ION Trading
1 25 (4.07%) Microsoft
2 16 (2.61%) SAP
3 11 (1.79%) Google
4 8 (1.30%) IBM
5 6 (0.98%) Splunk
6 5 (0.81%) webMethods
7 4 (0.65%) Apigee
7 4 (0.65%) Atlassian
7 4 (0.65%) Oracle
8 3 (0.49%) Adobe
8 3 (0.49%) Apple
8 3 (0.49%) Concur
8 3 (0.49%) Facebook
8 3 (0.49%) Twitter
9 1 (0.16%) Citrix
9 1 (0.16%) hybris
9 1 (0.16%) Red Hat
9 1 (0.16%) Sybase
9 1 (0.16%) Tableau
City, London
TEKsystems
Salary: £50000 - £90000 per annum + benefits
Posted: 22 hours ago
West London
Client Server
Salary: £60k to £70k + benefits
Posted: Yesterday
London
Oscar
Salary: £50000 - £70000 per annum
Posted: Yesterday
Leeds, West Yorkshire
Fruition IT Resources Limited
Salary: £40000 - £65000 per annum + Exceptional Benefits
Posted: 2 days ago
West London
Franklin Bates
Salary: From £35,000 to £65,000 per annum
Posted: Yesterday
South East London
Digitech Resourcing Ltd
Salary: From £45,000 to £56,000 per annum
Posted: 2 days ago
West London
Vantage Recruitment Solutions Ltd
Salary: From £50,000 to £75,000 per annum
Posted: 3 days ago
London
Empiric
Salary: From £70,000 to £85,000 per annum + Bonus + Benefits
Posted: 4 days ago
City, London
Oliver Bernard
Salary: £45000 - £65000 per annum + bonus, pension
Posted: 3 days ago
London
Sphere Digital Recruitment Ltd
Salary: From £75,000 to £75,000 per annum
Posted: 2 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £highly competitive + benefits
Posted: 2 days ago
London
ClearCube Consulting
Salary: Up to £70,000 per annum
Posted: 4 days ago
London
ClearCube Consulting
Salary: Up to £95,000 per annum
Posted: 4 days ago
Central London / West End
Client Server
Salary: £50k to £60k + benefits
Posted: 3 days ago
London
TEKsystems
Salary: £100000 - £130000 per annum
Posted: 2 days ago
South West London
Digitech Resourcing Ltd
Salary: From £110,000 to £120,000 per annum + Great Benefits (3x positions)
Posted: 4 days ago
Kingston Upon Thames, Surrey
Client Server
Salary: £70k to £80k + bonus + benefits
Posted: 3 days ago
Cambridge, Cambridgeshire
Empiric
Salary: Unspecified highly flexible depending on experience
Posted: 4 days ago
Leeds, West Yorkshire
Sky Betting and Gaming
Posted: 5 days ago
Kingston Upon Thames, Surrey
Client Server
Salary: £50k to £60k + bonus + benefits
Posted: 4 days ago
London
Signify Technology
Salary: From £100,000 to £110,000 per annum
Posted: 5 days ago
City, London
Total Recruitment Specialists Limited / TRG / Total recruitment group
Salary: £80000 - £110000 Per Annum Plus Excellent Benefits
Posted: 6 days ago
London
McGregor Boyall
Salary: bonus, pernsion
Posted: 5 days ago
London
Empiric
Salary: From £60,000 to £75,000 per annum + Bonus + Benefits
Posted: 4 days ago
Cambridge, Cambridgeshire
Empiric
Salary: Unspecified highly flexible depending on experience
Posted: 4 days ago
London
TEKsystems
Salary: £100000 - £130000 per annum + bonus, benefits and perks
Posted: 3 days ago
South West London
Digitech Resourcing Ltd
Salary: From £100,000 to £120,000 per annum (x2 positions)
Posted: 4 days ago
City, London
Understanding Recruitment
Salary: £70000 - £85000 per annum + Benefits + Bonus
Posted: 6 days ago
Milton Keynes, Buckinghamshire
Rullion
Posted: 5 days ago
City, London
Stafford-Sharp Associates
Salary: £60000.00 - £75000.00 per annum
Posted: 4 days ago