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 3 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
3 Dec 2016
Same period 2015 Same period 2014
Functional Programming
Rank 477 588 831
Rank change year-on-year
+111 +243
Permanent jobs citing Functional Programming 424 421 155
As % of all permanent IT jobs located in the UK 0.47% 0.39% 0.13%
As % of the Processes & Methodologies category 0.54% 0.45% 0.16%
Number of salaries quoted 319 363 125
Median salary £67,500 £62,500 £57,500
Median salary % change year-on-year
+8.00% +8.69%
90% offered a salary of more than £45,000 £40,000 £38,800
10% offered a salary of more than £100,000 £100,000 £82,500
UK excluding London median salary £50,000 £55,000 £53,250
% change year-on-year
-9.09% +3.28%

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
78721 93895 98432
As % of all permanent IT jobs located in the UK 88.10% 87.48% 85.64%
Number of salaries quoted 64899 77524 80842
Median salary £50,000 £50,000 £48,000
Median salary % change year-on-year
- +4.16%
90% offered a salary of more than £32,500 £32,500 £31,000
10% offered a salary of more than £77,500 £72,500 £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 3 December 2016 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 3 December 2016. 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
(Click see detailed
statistics and trends)
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 +85 417 £67,500 +8.00% 41
London +74 329 £72,500 - 30
South East +60 24 £50,000 -13.04% 1
South West +16 20 £45,000 -30.76%
City of London -21 18 £95,000 +26.66% 6
North West -15 13 £57,500 +4.54% 2
East of England +19 12 £52,500 +31.25% 2
Bristol +16 12 £55,000 -21.42%
Manchester -8 11 £57,500 +27.77% 1
West Midlands -12 10 £52,500 +23.52% 3
Staffordshire - 10 £52,500 - 2
Stoke-on-Trent - 10 £52,500 - 2
Berkshire - 9 £50,000 - 1
Canary Wharf -1 8 £55,000 -31.25%
Maidenhead - 8 £50,000 - 1
Tyne and Wear - 7 £35,000 - 2
Newcastle upon Tyne - 7 £35,000 - 2
North East - 7 £35,000 - 2
Cambridge +11 6 £60,000 +20.00% 1
Cambridgeshire +9 6 £60,000 +20.00% 1
East Sussex +27 5 £70,000 +55.55%
Devon - 5 £42,500 -
Surrey +17 4 £50,000 -18.36%
Guildford - 4 £50,000 -
Dunstable - 4 £52,500 -
Bedfordshire - 4 £52,500 -
Bath +8 3 £24,000 -49.47%
Somerset +5 3 £24,000 -49.47%
Hampshire - 3 £65,000 -
Buckinghamshire - 3 £55,000 -

Functional Programming
Top 30 Related IT Skills

For the 6 months to 3 December 2016, 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.

1 462 (53.72%) Agile Software Development
2 437 (50.81%) Java
3 385 (44.77%) Scala
4 325 (37.79%) Software Engineering
5 307 (35.70%) TDD
6 242 (28.14%) Finance
7 241 (28.02%) OO
8 221 (25.70%) JavaScript
9 207 (24.07%) NoSQL
10 189 (21.98%) Computer Science
11 178 (20.70%) Python
12 176 (20.47%) C#
12 176 (20.47%) REST
13 174 (20.23%) HTML
14 171 (19.88%) AngularJS
15 161 (18.72%) Haskell
16 156 (18.14%) Linux
17 153 (17.79%) CSS
18 141 (16.40%) F#
19 137 (15.93%) Degree
20 136 (15.81%) C++
21 135 (15.70%) .NET
22 134 (15.58%) SQL
22 134 (15.58%) Amazon AWS
23 129 (15.00%) Big Data
24 123 (14.30%) HTML5
25 122 (14.19%) BDD
26 117 (13.60%) Erlang
26 117 (13.60%) Continuous Integration
26 117 (13.60%) Microservices

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
1 105 (12.21%) Apache Spark
2 64 (7.44%) Elasticsearch
3 22 (2.56%) Apache Solr
4 16 (1.86%) Tomcat
5 15 (1.74%) Apache
6 13 (1.51%) Confluence
7 10 (1.16%) Cloud Foundry
8 5 (0.58%) WebLogic
9 4 (0.47%) SharePoint
10 3 (0.35%) Mule
10 3 (0.35%) Mule ESB
11 2 (0.23%) Hubot
11 2 (0.23%) Jetty
12 1 (0.12%) Apache Pig
12 1 (0.12%) JBoss
12 1 (0.12%) SAS
12 1 (0.12%) WildFly
Applications
1 28 (3.26%) Adobe Illustrator
1 28 (3.26%) Photoshop
2 26 (3.02%) MS Excel
3 5 (0.58%) Chatbot
4 3 (0.35%) MS Office
5 2 (0.23%) GNU Octave
Business Applications
1 2 (0.23%) Magento
1 2 (0.23%) SAP Oil and Gas
Cloud Services
1 134 (15.58%) Amazon AWS
2 42 (4.88%) GitHub
3 33 (3.84%) Microsoft Azure
4 30 (3.49%) Cloud Computing
5 22 (2.56%) Google Cloud Platform
5 22 (2.56%) Google Compute Engine
6 15 (1.74%) Amazon EC2
7 7 (0.81%) AWS Elastic Beanstalk
8 6 (0.70%) Heroku
9 5 (0.58%) SaaS
10 4 (0.47%) Amazon S3
10 4 (0.47%) AWS Lambda
10 4 (0.47%) IaaS
10 4 (0.47%) Office 365
11 1 (0.12%) AdWords
11 1 (0.12%) G Suite
11 1 (0.12%) iTunes
Communications & Networking
1 44 (5.12%) HTTP
2 31 (3.60%) TCP/IP
3 21 (2.44%) Internet
4 6 (0.70%) Skype
5 5 (0.58%) ICMP
6 2 (0.23%) DSL
7 1 (0.12%) Firewall
7 1 (0.12%) Intranet
7 1 (0.12%) Peer-to-Peer Networking
7 1 (0.12%) SMS
Database & Business Intelligence
1 207 (24.07%) NoSQL
2 129 (15.00%) Big Data
3 87 (10.12%) Apache Cassandra
4 83 (9.65%) MongoDB
5 79 (9.19%) Hadoop
6 77 (8.95%) Relational Database
7 72 (8.37%) MySQL
8 45 (5.23%) PostgreSQL
9 35 (4.07%) SQL Server
10 30 (3.49%) Redis
11 18 (2.09%) Apache Hive
11 18 (2.09%) RDBMS
12 17 (1.98%) Riak
13 15 (1.74%) HBase
14 11 (1.28%) Couchbase
15 9 (1.05%) Data Lake
16 6 (0.70%) KDB
17 5 (0.58%) Neo4j
18 4 (0.47%) DB2
18 4 (0.47%) Oracle Database 10g
Development Applications
1 95 (11.05%) Git (software)
2 77 (8.95%) Maven
3 71 (8.26%) Jenkins
4 58 (6.74%) JUnit
5 41 (4.77%) Karma Test Runner
5 41 (4.77%) Selenium
6 35 (4.07%) gulp
7 31 (3.60%) Grunt
8 29 (3.37%) Jasmine
9 28 (3.26%) Gradle
9 28 (3.26%) JIRA
10 23 (2.67%) Mocha
11 21 (2.44%) Mockito
11 21 (2.44%) Vagrant
12 18 (2.09%) jspm
12 18 (2.09%) Protractor
13 16 (1.86%) Subversion
14 15 (1.74%) Cucumber
14 15 (1.74%) WebDriver
15 14 (1.63%) TeamCity
General
1 242 (28.14%) Finance
2 102 (11.86%) Banking
3 49 (5.70%) Investment Banking
4 47 (5.47%) Front Office
5 33 (3.84%) Marketing
6 26 (3.02%) Retail
7 20 (2.33%) Games
8 15 (1.74%) Telecoms
9 10 (1.16%) Back Office
10 4 (0.47%) Electronics
10 4 (0.47%) Financial Institution
10 4 (0.47%) Welsh Language
11 2 (0.23%) Advertising
11 2 (0.23%) Law
11 2 (0.23%) Legal
11 2 (0.23%) Manufacturing
12 1 (0.12%) Automotive
12 1 (0.12%) Corporate Banking
12 1 (0.12%) Military
12 1 (0.12%) Publishing
Job Titles
1 637 (74.07%) Developer
2 215 (25.00%) Java Developer
3 146 (16.98%) Scala Developer
4 136 (15.81%) Senior Developer
5 105 (12.21%) Software Engineer
6 81 (9.42%) C# Developer
7 62 (7.21%) .NET Developer
7 62 (7.21%) Senior Java Developer
8 55 (6.40%) Java Scala Developer
9 52 (6.05%) Python Developer
10 51 (5.93%) C# .NET Developer
11 48 (5.58%) F# Developer
12 43 (5.00%) Programmer
13 41 (4.77%) Angular Developer
14 39 (4.53%) Java Engineer
15 37 (4.30%) Full Stack Developer
16 34 (3.95%) Quantitative Developer
17 33 (3.84%) C++ Developer
17 33 (3.84%) HTML Developer
18 32 (3.72%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 176 (20.47%) REST
2 174 (20.23%) HTML
3 171 (19.88%) AngularJS
4 153 (17.79%) CSS
5 135 (15.70%) .NET
6 123 (14.30%) HTML5
7 116 (13.49%) Node.js
8 104 (12.09%) Spring
9 101 (11.74%) Akka
10 96 (11.16%) Web Services
11 76 (8.84%) Sass
12 69 (8.02%) React
13 62 (7.21%) Hibernate
14 58 (6.74%) CSS3
15 57 (6.63%) RESTful
16 54 (6.28%) LESS
17 53 (6.16%) Kafka
18 48 (5.58%) WebSockets
19 39 (4.53%) Play Framework
20 36 (4.19%) JSON
Miscellaneous
1 189 (21.98%) Computer Science
2 103 (11.98%) Data Structures
3 96 (11.16%) Algorithms
4 74 (8.60%) Mathematics
5 53 (6.16%) Hedge funds
6 42 (4.88%) Derivative
7 36 (4.19%) Statistics
8 33 (3.84%) Client/Server
8 33 (3.84%) Fintech
9 31 (3.60%) Physics
10 28 (3.26%) Enterprise Software
11 27 (3.14%) User Experience
12 26 (3.02%) Visualisation
13 21 (2.44%) Blockchain
13 21 (2.44%) Equities
14 20 (2.33%) Foreign Exchange (FX)
15 19 (2.21%) Analytical Skills
16 17 (1.98%) N-Tier
17 14 (1.63%) Public Cloud
18 13 (1.51%) Bitcoin
Operating Systems
1 156 (18.14%) Linux
2 49 (5.70%) Unix
3 48 (5.58%) Windows
4 21 (2.44%) Apple iOS
5 18 (2.09%) Android
6 6 (0.70%) Mac OS X
7 2 (0.23%) Windows Server
8 1 (0.12%) CentOS
8 1 (0.12%) Ubuntu
Processes & Methodologies
1 462 (53.72%) Agile Software Development
2 325 (37.79%) Software Engineering
3 307 (35.70%) TDD
4 241 (28.02%) OO
5 122 (14.19%) BDD
6 117 (13.60%) Continuous Integration
6 117 (13.60%) Microservices
7 110 (12.79%) Analytics
8 105 (12.21%) Scrum
9 95 (11.05%) Unit Testing
10 91 (10.58%) Multithreading
11 81 (9.42%) Open Source
12 76 (8.84%) MVC
13 69 (8.02%) Low Latency
14 66 (7.67%) Continuous Delivery
15 65 (7.56%) SOA
16 64 (7.44%) DevOps
17 62 (7.21%) OOP
18 60 (6.98%) Pair Programming
19 58 (6.74%) E-Commerce
Programming Languages
1 437 (50.81%) Java
2 385 (44.77%) Scala
3 221 (25.70%) JavaScript
4 178 (20.70%) Python
5 176 (20.47%) C#
6 161 (18.72%) Haskell
7 141 (16.40%) F#
8 136 (15.81%) C++
9 134 (15.58%) SQL
10 117 (13.60%) Erlang
11 94 (10.93%) Clojure
12 78 (9.07%) Go
13 74 (8.60%) C
14 57 (6.63%) Ruby
15 54 (6.28%) ES6
15 54 (6.28%) OCaml
16 36 (4.19%) PHP
17 29 (3.37%) Bash Shell
18 26 (3.02%) TypeScript
19 22 (2.56%) CoffeeScript
Qualifications
1 137 (15.93%) Degree
2 17 (1.98%) PhD
3 3 (0.35%) Microsoft Certification
4 1 (0.12%) CompTIA Security+
4 1 (0.12%) Postgraduate
4 1 (0.12%) Security+ Certification
4 1 (0.12%) SSCP
Quality Assurance & Compliance
1 34 (3.95%) QA
2 4 (0.47%) Dodd-Frank
2 4 (0.47%) EMIR
2 4 (0.47%) MiFID
2 4 (0.47%) SLA
3 2 (0.23%) WAI
4 1 (0.12%) Data Quality
4 1 (0.12%) PCI DSS
System Software
1 93 (10.81%) Docker
2 15 (1.74%) Virtual Machines
3 9 (1.05%) HDFS
4 8 (0.93%) Apache ZooKeeper
4 8 (0.93%) Varnish
5 4 (0.47%) Oracle RAC
6 1 (0.12%) Apache Flume
6 1 (0.12%) etcd
6 1 (0.12%) KVM
6 1 (0.12%) VirtualBox
6 1 (0.12%) Xen
Systems Management
1 44 (5.12%) Ansible
2 39 (4.53%) Puppet
3 28 (3.26%) Opscode Chef
4 17 (1.98%) Mesos
5 7 (0.81%) Kubernetes
6 6 (0.70%) Kibana
6 6 (0.70%) logstash
7 4 (0.47%) rkt
8 3 (0.35%) Grafana
9 1 (0.12%) Consul
9 1 (0.12%) Hadoop YARN
Vendors
1 42 (4.88%) Microsoft
2 24 (2.79%) Google
3 16 (1.86%) Splunk
4 14 (1.63%) Atlassian
5 12 (1.40%) Oracle
6 8 (0.93%) ServiceNow
7 6 (0.70%) Twitter
8 4 (0.47%) BEA
8 4 (0.47%) hybris
9 3 (0.35%) AppDynamics
9 3 (0.35%) Rackspace
9 3 (0.35%) Salesforce.com
10 2 (0.23%) IBM
10 2 (0.23%) SAP
11 1 (0.12%) Ab Initio
11 1 (0.12%) Cisco
11 1 (0.12%) Cognos
11 1 (0.12%) HP
11 1 (0.12%) Informatica
11 1 (0.12%) Teradata
London
Initi8 Recruitment
Salary: £55000 - £68000 Per Annum + Bonus + Benefits
Posted: Yesterday
Maidenhead, Berkshire
ANSON MCCADE
Salary: Up to 65,000 pounds (depending on level) + car allowance (6k) + bonus
Posted: Yesterday
London
Harrington Starr
Salary: £45000 - £65000 per annum + Benefits + Bonus
Posted: 18 hours ago
Essex
Full Stack
Salary: Market Rates
Posted: Yesterday
City, London
Intelletec
Salary: From £50,000 to £80,000 per annum
Posted: 2 days ago
City, London
Eligo Recruitment Ltd
Salary: £65000 - £75000 per annum
Posted: 2 days ago
London
Nicoll Curtin
Salary: £90000 - £150000 per annum + Bonus + Excellent benefits
Posted: 4 days ago
Newcastle Upon Tyne, Tyne and Wear
Tomorrow People
Posted: Yesterday
Newcastle Upon Tyne, Tyne and Wear
Tomorrow People
Posted: 4 days ago
London
ClearCube Consulting
Salary: From £40,000 to £90,000 per annum
Posted: 3 days ago
London
Arrows Group
Salary: £100000 per annum + Pension
Posted: 3 days ago
London
Oho Group Ltd.
Salary: £35000 - £80000 per annum
Posted: 2 days ago
London
Parallel Consulting
Salary: £70000 - £80000 per annum
Posted: Yesterday
Central London
Savvy Recruitment
Salary: £25,000 - £35,000 per year
Posted: 3 days ago
Central London / West End
Client Server
Salary: £75k to £90k + bonus + benefits
Posted: 3 days ago
London
MA Associates Worldwide
Salary: From £70,000 to £90,000 per annum
Posted: 4 days ago
London
Computer Futures
Salary: £75000 per annum + competitive
Posted: 2 days ago
North London
Understanding Recruitment
Salary: £65000 - £75000 per annum + very good bonus
Posted: 5 days ago
City, London
Miller Maxwell Ltd
Salary: From £50,000 to £60,000 per annum + Bonus + Benefits Package
Posted: 4 days ago
City, London
Intelletec
Salary: From £40,000 to £60,000 per annum
Posted: 3 days ago
Manchester, Lancashire
Explore Recruitment Solutions
Salary: £35000 - £50000 per annum + negotiable
Posted: 3 days ago
Birmingham, West Midlands (County)
Explore Recruitment Solutions
Salary: £35000 - £50000 per annum + negotiable
Posted: 3 days ago
London
Engage PSG
Salary: £50000 - £65000 per annum + huge benefits & bonus
Posted: 5 days ago
Central London / West End
Evolution Recruitment Solutions
Salary: Excellent Salary + Benefits
Posted: 5 days ago
Cambridge, Cambridgeshire
Agentis Solution
Salary: From £40,000 to £45,000 per annum
Posted: 5 days ago
Newport, Gwent
HAYS INFORMATION TECHNOLOGY
Salary: £30000 - £35807 per annum + benefits
Posted: 5 days ago
London
Nicoll Curtin
Salary: £150000 - £250000 per annum + Bonus + Benefits
Posted: 4 days ago
London
Client Server
Salary: £45k to £75k (multiple roles) + bonus + benefits
Posted: 11 days ago
Osterley
Sky Technology Leeds
Salary: Highly Competitive
Posted: 11 days ago
Stoke-On-Trent, Staffordshire
Evolution Recruitment Solutions
Salary: Excellent Salary and Benefits - please contact for details
Posted: 5 days ago