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 16 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
16 Jan 2017
Same period 2016 Same period 2015
Functional Programming
UK
Rank 511 576 785
Rank change year-on-year
+65 +209
Permanent jobs citing Functional Programming 366 366 172
As % of all permanent IT jobs located in the UK 0.43% 0.37% 0.16%
As % of the Processes & Methodologies category 0.49% 0.42% 0.19%
Number of salaries quoted 274 323 138
Median salary £67,500 £65,000 £60,000
Median salary % change year-on-year
+3.84% +8.33%
90% offered a salary of more than £45,000 £45,000 £38,000
10% offered a salary of more than £120,000 £100,000 £90,000
UK excluding London median salary £52,500 £52,500 £52,500

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
74214 86208 89937
As % of all permanent IT jobs located in the UK 88.16% 87.69% 85.98%
Number of salaries quoted 61045 71683 74196
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 £31,000
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 16 January 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 16 January 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 +91 361 £67,500 - 50
London +85 287 £72,500 -3.33% 29
City of London +1 34 £90,000 +20.00% 5
South East +50 20 £50,000 -13.04% 5
South West +11 16 £50,000 -28.57% 3
West Midlands +22 13 £60,000 +41.17% 1
Bristol +4 13 £55,000 -21.42% 1
East of England +17 12 £52,500 +31.25% 3
Staffordshire - 12 £61,250 - 1
North West -4 11 £57,500 +4.54% 6
Stoke-on-Trent - 10 £58,750 - 1
Manchester -12 8 £57,500 +27.77% 5
Dunstable - 5 £52,500 -
Maidenhead - 5 £50,000 -
Marlow - 5 £55,000 -
Buckinghamshire - 5 £55,000 -
Berkshire - 5 £50,000 - 1
Bedfordshire - 5 £52,500 -
West Sussex - 5 £80,000 - 3
Surrey +36 4 £45,000 +12.50% 1
Canary Wharf -12 4 £85,000 +6.25%
Guildford - 4 £45,000 - 1
Cambridge +3 3 £75,000 +50.00% 1
South Wales +1 3 £52,500 +10.52%
Cambridgeshire -2 3 £75,000 +50.00% 3
Wales -3 3 £52,500 +10.52%
St Helens - 3 £32,500 -
Merseyside - 3 £32,500 -
Essex +13 2 - -
Scotland +9 2 £62,500 +47.05%

Functional Programming
Top 30 Related IT Skills

For the 6 months to 16 January 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.

1 409 (49.70%) Agile Software Development
2 385 (46.78%) Java
3 355 (43.13%) Scala
4 298 (36.21%) Software Engineering
5 279 (33.90%) TDD
6 231 (28.07%) JavaScript
7 230 (27.95%) Finance
8 223 (27.10%) OO
9 201 (24.42%) Computer Science
10 195 (23.69%) NoSQL
11 172 (20.90%) Python
11 172 (20.90%) HTML
12 161 (19.56%) C#
12 161 (19.56%) Linux
12 161 (19.56%) REST
13 154 (18.71%) AngularJS
14 146 (17.74%) Haskell
15 144 (17.50%) Degree
15 144 (17.50%) CSS
16 142 (17.25%) Amazon AWS
17 137 (16.65%) F#
18 132 (16.04%) .NET
19 128 (15.55%) SQL
19 128 (15.55%) Node.js
20 122 (14.82%) C++
21 120 (14.58%) HTML5
22 117 (14.22%) Microservices
22 117 (14.22%) Continuous Integration
23 111 (13.49%) Data Structures
24 108 (13.12%) BDD

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
1 100 (12.15%) Apache Spark
2 66 (8.02%) Elasticsearch
3 22 (2.67%) Apache Solr
4 19 (2.31%) Cloud Foundry
5 15 (1.82%) Confluence
6 13 (1.58%) Tomcat
7 10 (1.22%) Apache
8 7 (0.85%) WebLogic
9 4 (0.49%) Hubot
10 3 (0.36%) SharePoint
11 2 (0.24%) JBoss
12 1 (0.12%) Apache Pig
12 1 (0.12%) IIS
12 1 (0.12%) Mule
12 1 (0.12%) Mule ESB
12 1 (0.12%) SAS
12 1 (0.12%) WebSphere
12 1 (0.12%) WildFly
Applications
1 29 (3.52%) Adobe Illustrator
1 29 (3.52%) Photoshop
2 20 (2.43%) MS Excel
3 2 (0.24%) Chatbot
3 2 (0.24%) MS Office
4 1 (0.12%) GNU Octave
Business Applications
1 2 (0.24%) Magento
1 2 (0.24%) SAP Oil and Gas
Cloud Services
1 142 (17.25%) Amazon AWS
2 41 (4.98%) GitHub
3 32 (3.89%) Cloud Computing
4 31 (3.77%) Microsoft Azure
5 15 (1.82%) Amazon EC2
6 14 (1.70%) Google Cloud Platform
6 14 (1.70%) Google Compute Engine
7 8 (0.97%) SaaS
8 7 (0.85%) AWS Elastic Beanstalk
9 6 (0.73%) AWS Lambda
10 5 (0.61%) Heroku
11 4 (0.49%) Amazon S3
12 3 (0.36%) IaaS
12 3 (0.36%) Office 365
13 2 (0.24%) Bluemix
13 2 (0.24%) IBM Cloud
14 1 (0.12%) G Suite
14 1 (0.12%) iTunes
Communications & Networking
1 42 (5.10%) HTTP
2 21 (2.55%) TCP/IP
3 16 (1.94%) Internet
4 6 (0.73%) Skype
5 2 (0.24%) DSL
5 2 (0.24%) SSL
6 1 (0.12%) Firewall
6 1 (0.12%) ICMP
6 1 (0.12%) Intranet
6 1 (0.12%) Peer-to-Peer Networking
Database & Business Intelligence
1 195 (23.69%) NoSQL
2 105 (12.76%) Big Data
3 80 (9.72%) MongoDB
4 78 (9.48%) Relational Database
5 75 (9.11%) Apache Cassandra
6 67 (8.14%) Hadoop
7 58 (7.05%) MySQL
8 43 (5.22%) PostgreSQL
9 28 (3.40%) SQL Server
10 27 (3.28%) Redis
11 23 (2.79%) Riak
12 22 (2.67%) RDBMS
13 13 (1.58%) Apache Hive
14 10 (1.22%) Couchbase
14 10 (1.22%) HBase
15 7 (0.85%) Data Lake
16 6 (0.73%) KDB
16 6 (0.73%) Neo4j
17 5 (0.61%) DB2
17 5 (0.61%) Oracle Database 10g
Development Applications
1 86 (10.45%) Git (software)
2 61 (7.41%) Jenkins
3 60 (7.29%) Maven
4 44 (5.35%) Karma Test Runner
5 38 (4.62%) gulp
5 38 (4.62%) JUnit
6 34 (4.13%) Selenium
7 32 (3.89%) JIRA
8 31 (3.77%) Grunt
8 31 (3.77%) Jasmine
9 24 (2.92%) Gradle
10 21 (2.55%) Mocha
11 18 (2.19%) jspm
11 18 (2.19%) Subversion
11 18 (2.19%) Vagrant
12 17 (2.07%) Eclipse
12 17 (2.07%) IntelliJ
13 15 (1.82%) WebDriver
13 15 (1.82%) webpack
14 13 (1.58%) Mockito
General
1 230 (27.95%) Finance
2 86 (10.45%) Banking
3 39 (4.74%) Front Office
4 35 (4.25%) Investment Banking
5 27 (3.28%) Games
5 27 (3.28%) Retail
6 22 (2.67%) Marketing
7 13 (1.58%) Telecoms
8 9 (1.09%) Back Office
9 5 (0.61%) Financial Institution
10 3 (0.36%) Electronics
10 3 (0.36%) Legal
11 2 (0.24%) Manufacturing
12 1 (0.12%) Advertising
12 1 (0.12%) Automotive
12 1 (0.12%) Corporate Banking
12 1 (0.12%) Law
12 1 (0.12%) Military
12 1 (0.12%) Welsh Language
Job Titles
1 584 (70.96%) Developer
2 182 (22.11%) Java Developer
3 120 (14.58%) Scala Developer
4 117 (14.22%) Senior Developer
5 95 (11.54%) Software Engineer
6 74 (8.99%) C# Developer
7 55 (6.68%) .NET Developer
8 54 (6.56%) Senior Java Developer
9 52 (6.32%) F# Developer
10 46 (5.59%) Full Stack Developer
11 45 (5.47%) Python Developer
12 44 (5.35%) C# .NET Developer
13 42 (5.10%) Java Scala Developer
14 39 (4.74%) Angular Developer
15 36 (4.37%) Programmer
16 32 (3.89%) Software Developer
17 30 (3.65%) Java Engineer
17 30 (3.65%) Senior Software Engineer
18 29 (3.52%) JavaScript Developer
19 27 (3.28%) HTML Developer
Libraries, Frameworks & Software Standards
1 172 (20.90%) HTML
2 161 (19.56%) REST
3 154 (18.71%) AngularJS
4 144 (17.50%) CSS
5 132 (16.04%) .NET
6 128 (15.55%) Node.js
7 120 (14.58%) HTML5
8 90 (10.94%) Akka
9 82 (9.96%) Spring
10 80 (9.72%) Sass
11 76 (9.23%) Web Services
12 64 (7.78%) React
13 62 (7.53%) Kafka
14 57 (6.93%) LESS
15 55 (6.68%) CSS3
16 54 (6.56%) RESTful
17 52 (6.32%) WebSockets
18 45 (5.47%) Hibernate
19 41 (4.98%) Middleware
20 40 (4.86%) Play Framework
Miscellaneous
1 201 (24.42%) Computer Science
2 111 (13.49%) Data Structures
3 99 (12.03%) Algorithms
4 59 (7.17%) Mathematics
5 49 (5.95%) Hedge funds
6 35 (4.25%) Client/Server
6 35 (4.25%) Derivative
7 30 (3.65%) Statistics
8 29 (3.52%) Physics
9 27 (3.28%) Visualisation
10 26 (3.16%) Equities
10 26 (3.16%) User Experience
11 25 (3.04%) Enterprise Software
12 24 (2.92%) Fintech
13 22 (2.67%) N-Tier
14 20 (2.43%) Foreign Exchange (FX)
15 17 (2.07%) Blockchain
16 16 (1.94%) Analytical Skills
17 15 (1.82%) Public Cloud
18 11 (1.34%) Bitcoin
Operating Systems
1 161 (19.56%) Linux
2 47 (5.71%) Unix
2 47 (5.71%) Windows
3 16 (1.94%) Apple iOS
4 15 (1.82%) Android
5 2 (0.24%) Mac OS X
5 2 (0.24%) Windows Server
6 1 (0.12%) CentOS
6 1 (0.12%) Mac OS
6 1 (0.12%) Ubuntu
Processes & Methodologies
1 409 (49.70%) Agile Software Development
2 298 (36.21%) Software Engineering
3 279 (33.90%) TDD
4 223 (27.10%) OO
5 117 (14.22%) Continuous Integration
5 117 (14.22%) Microservices
6 108 (13.12%) BDD
7 106 (12.88%) Analytics
8 99 (12.03%) Unit Testing
9 90 (10.94%) Scrum
10 75 (9.11%) OOP
11 71 (8.63%) Multithreading
12 70 (8.51%) MVC
13 67 (8.14%) Open Source
14 66 (8.02%) SOA
15 65 (7.90%) E-Commerce
16 61 (7.41%) DevOps
17 60 (7.29%) Low Latency
18 58 (7.05%) Pair Programming
19 54 (6.56%) Mentoring
Programming Languages
1 385 (46.78%) Java
2 355 (43.13%) Scala
3 231 (28.07%) JavaScript
4 172 (20.90%) Python
5 161 (19.56%) C#
6 146 (17.74%) Haskell
7 137 (16.65%) F#
8 128 (15.55%) SQL
9 122 (14.82%) C++
10 104 (12.64%) Erlang
11 96 (11.66%) Clojure
12 69 (8.38%) Go
13 64 (7.78%) C
13 64 (7.78%) ES6
14 48 (5.83%) OCaml
15 40 (4.86%) Ruby
16 34 (4.13%) Bash Shell
16 34 (4.13%) TypeScript
17 32 (3.89%) PHP
18 21 (2.55%) VBA
Qualifications
1 144 (17.50%) Degree
2 19 (2.31%) PhD
3 2 (0.24%) Microsoft Certification
3 2 (0.24%) Security Cleared
4 1 (0.12%) CompTIA Security+
4 1 (0.12%) Security+ Certification
4 1 (0.12%) SSCP
Quality Assurance & Compliance
1 40 (4.86%) QA
2 5 (0.61%) Dodd-Frank
2 5 (0.61%) EMIR
2 5 (0.61%) MiFID
2 5 (0.61%) SLA
3 3 (0.36%) PCI DSS
3 3 (0.36%) WAI
4 2 (0.24%) ISO/IEC 27001
System Software
1 98 (11.91%) Docker
2 18 (2.19%) Virtual Machines
3 8 (0.97%) Varnish
4 6 (0.73%) Apache ZooKeeper
5 5 (0.61%) Oracle RAC
6 4 (0.49%) HDFS
7 3 (0.36%) Apache Flume
8 1 (0.12%) KVM
8 1 (0.12%) VirtualBox
8 1 (0.12%) Xen
Systems Management
1 41 (4.98%) Puppet
2 36 (4.37%) Ansible
3 29 (3.52%) Opscode Chef
4 22 (2.67%) Mesos
5 10 (1.22%) Kubernetes
6 7 (0.85%) rkt
7 6 (0.73%) Kibana
7 6 (0.73%) logstash
8 3 (0.36%) Grafana
9 2 (0.24%) Terraform
10 1 (0.12%) Hadoop YARN
Vendors
1 37 (4.50%) Microsoft
2 20 (2.43%) Splunk
3 15 (1.82%) Google
4 14 (1.70%) Oracle
5 13 (1.58%) Atlassian
6 6 (0.73%) hybris
6 6 (0.73%) Twitter
7 5 (0.61%) AppDynamics
7 5 (0.61%) BEA
8 4 (0.49%) IBM
9 3 (0.36%) Rackspace
10 2 (0.24%) New Relic
10 2 (0.24%) SAP
10 2 (0.24%) ServiceNow
11 1 (0.12%) Cisco
11 1 (0.12%) Cognos
11 1 (0.12%) HP
11 1 (0.12%) Informatica
11 1 (0.12%) Salesforce.com
11 1 (0.12%) webMethods
London
Nicoll Curtin
Salary: £90000 - £150000 per annum + Bonus + Excellent benefits
Posted: 11 hours ago
Newcastle Upon Tyne, Tyne and Wear
Tomorrow People
Posted: 19 hours ago
London
MA Associates Worldwide
Salary: From £70,000 to £90,000 per annum
Posted: 14 hours ago
Manchester, Lancashire
Rutherford Grant Recruitment
Salary: £30000.00 - £45000.00 per annum
Posted: 10 hours ago
London
ClearCube Consulting
Salary: From £40,000 to £90,000 per annum
Posted: 17 hours ago
Newcastle Upon Tyne, Tyne and Wear
Tomorrow People
Posted: 18 hours ago
London
Initi8 Recruitment
Salary: £55000 - £68000 Per Annum + Bonus + Benefits
Posted: 3 days ago
West Sussex
Bentley Whitaker
Salary: From £40,000 to £90,000 per annum Large company benefits
Posted: 4 days ago
London
ClearCube Consulting
Salary: From £50,000 to £85,000 per annum
Posted: 3 days ago
Central London / West End
Pro-Quest Resourcing Ltd
Salary: £55000 - £60000 Per Annum + benefits
Posted: 3 days ago
East London
Digitech Resourcing Ltd
Salary: From £55,000 to £65,000 per annum
Posted: 3 days ago
London
Oliver Bernard
Salary: £500 - £85000 per annum + 7.5hr working day, Bonus,
Posted: 3 days ago
Reading, Berkshire
IntaPeople
Salary: £30000 - £60000 per annum
Posted: 5 days ago
London
Arrows Group
Salary: £100000 per annum + Pension
Posted: 5 days ago
London
Engage PSG
Salary: £50000 - £65000 per annum + huge benefits & bonus
Posted: 4 days ago
Hessle, North Humberside
Oscar
Salary: £28000 - £33000 per annum + Flexi-hours, 24 days holiday
Posted: 3 days ago
Manchester, Lancashire
Darwin Recruitment
Salary: £50000.00 - £70000.00 per annum
Posted: 6 days ago
Manchester, Lancashire
Jagger Talent
Salary: From £35,000 to £40,000 per annum
Posted: 4 days ago
Manchester, Lancashire
Jagger Talent
Salary: From £35,000 to £40,000 per annum
Posted: 4 days ago
Devon
Novate IT Ltd
Salary: £35000.00 - £45000.00 per annum + benefits
Posted: 6 days ago
Central London / West End
Evolution Recruitment Solutions
Salary: Excellent Salary + Benefits
Posted: 5 days ago
Cheltenham, Gloucestershire
UCAS
Salary: From £32,000 to £40,000 per annum
Posted: 4 days ago
Central London / West End
Client Server
Salary: £65k to £90k + bonus + benefits
Posted: 5 days ago
Cambridge, Cambridgeshire
Agentis Solution
Salary: From £40,000 to £45,000 per annum
Posted: 5 days ago
London
Harrington Starr
Salary: £50000 - £70000 per annum + Benefits + Bonus
Posted: 6 days ago
Central London / West End
Client Server
Salary: £75k to £90k + bonus + benefits
Posted: 6 days ago
London
Harrington Starr
Salary: £60000 - £80000 per annum + Bonus + Benefits
Posted: 6 days ago
London
Oho Group Ltd.
Salary: £35000 - £80000 per annum
Posted: 6 days ago
London
Harrington Starr
Salary: £75000 - £85000 per annum + Benefits + Bonus
Posted: 5 days ago
Cambridgeshire
ReThink Recruitment
Posted: 6 days ago