Period
to 17 November 2017

The following table provides summary statistics for permanent job vacancies advertised in England with a requirement for F# skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited F# over the 6 months to 17 November 2017 with a comparison to the same period in the previous 2 years.

F#
UK > England
6 months to
17 Nov 2017
Same period 2016 Same period 2015
Rank 715 791 959
Rank change year-on-year +76 +168 +136
Permanent jobs citing F# 472 433 326
As % of all permanent IT jobs advertised in England 0.28% 0.24% 0.16%
As % of the Programming Languages category 0.50% 0.46% 0.30%
Number of salaries quoted 386 415 268
England median annual salary £60,000 £57,500 £70,000
Median salary % change year-on-year +4.35% -17.86% +21.74%
10th Percentile £22,500 £22,500 £35,000
90th Percentile £94,375 £100,000 £95,000
UK median annual salary £60,000 £57,500 £70,000
% change year-on-year +4.35% -17.86% +21.74%

F# is in the Programming Languages category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in England with a requirement for coding skills.

All Programming Languages
England
Permanent vacancies with a requirement for coding skills 93505 95001 107308
As % of all permanent IT jobs advertised in England 55.37% 52.95% 52.02%
Number of salaries quoted 77541 82636 92613
England median annual salary £50,000 £47,500 £45,000
Median salary % change year-on-year +5.26% +5.56% -
10th Percentile £29,500 £28,750 £27,500
90th Percentile £77,500 £77,500 £75,000
UK median annual salary £49,500 £47,500 £45,000
% change year-on-year +4.21% +5.56% +2.27%

F#
Job Vacancy Trend in England

Job postings citing F# as a percentage of all IT jobs advertised in England.

Job vacancy trend for F# in England

F#
Salary Trend in England

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing F# in England.

Salary trend for F# in England

F#
Salary Histogram in England

The salary distribution of IT jobs citing F# in England over the 6 months to 17 November 2017.

Salary histogram for F# in England

F#
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing F# within the England region over the 6 months to 17 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
London -26 220 £75,000 +3.45% 13
North of England +43 78 £43,750 +75.00% 4
South East +46 73 £50,000 -4.76% 6
North West +31 68 £47,500 +90.00% 2
East of England +54 59 £45,000 +28.57% 7
Midlands +27 26 £48,750 +54.76%
West Midlands -2 23 £50,000 +58.73%
South West +14 16 £50,000 - 1
Yorkshire +32 9 £42,500 - 2
East Midlands +33 3 £42,500 -5.56%
North East - 1 £25,000 -
F#
UK

For the 6 months to 17 November 2017, IT jobs citing F# also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the England region with a requirement for F#.

1 410 (86.86%) C#
2 338 (71.61%) .NET
3 304 (64.41%) Agile Software Development
4 244 (51.69%) TDD
5 214 (45.34%) RESTful
5 214 (45.34%) Microsoft Azure
6 195 (41.31%) Multithreading
7 188 (39.83%) AngularJS
8 187 (39.62%) TeamCity
9 185 (39.19%) ASP.NET Web API
10 184 (38.98%) ASP.NET
11 179 (37.92%) MVC
12 178 (37.71%) SQL Server
13 173 (36.65%) MongoDB
14 166 (35.17%) ASP.NET MVC
15 158 (33.47%) Ruby
16 157 (33.26%) Elasticsearch
17 148 (31.36%) KnockoutJS
18 146 (30.93%) MSMQ
19 144 (30.51%) WPF
20 140 (29.66%) Kanban
20 140 (29.66%) Twitter Bootstrap
21 138 (29.24%) Web Application Development
21 138 (29.24%) Kibana
21 138 (29.24%) Dependency Injection
22 134 (28.39%) OO
23 125 (26.48%) Microsoft
24 124 (26.27%) RabbitMQ
25 122 (25.85%) NoSQL
25 122 (25.85%) Node.js

F#
Co-occurring IT Skills in England 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
1 157 (33.26%) Elasticsearch
2 10 (2.12%) Apache Spark
3 6 (1.27%) Confluence
4 4 (0.85%) Apache
5 3 (0.64%) IBM HTTP Server
6 2 (0.42%) IIS
6 2 (0.42%) WebSphere
Cloud Services
1 214 (45.34%) Microsoft Azure
2 97 (20.55%) Amazon AWS
3 32 (6.78%) GitHub
4 6 (1.27%) Google Cloud Platform
5 5 (1.06%) Amazon Kinesis
6 4 (0.85%) SaaS
7 3 (0.64%) Amazon EMR
8 2 (0.42%) Slack
9 1 (0.21%) Amazon EC2
9 1 (0.21%) Amazon S3
9 1 (0.21%) Amazon SQS
9 1 (0.21%) npm
9 1 (0.21%) PaaS
Communications & Networking
1 8 (1.69%) DSL
2 6 (1.27%) Internet
3 4 (0.85%) PuTTY
3 4 (0.85%) WinSCP
4 3 (0.64%) LDAP
5 2 (0.42%) AMQP
6 1 (0.21%) Fibre Channel
6 1 (0.21%) iSCSI
6 1 (0.21%) SAN
Database & Business Intelligence
1 178 (37.71%) SQL Server
2 173 (36.65%) MongoDB
3 122 (25.85%) NoSQL
4 98 (20.76%) SQL Server 2014
5 51 (10.81%) SQL Server 2016
6 15 (3.18%) Big Data
7 13 (2.75%) Redis
8 12 (2.54%) Relational Database
9 11 (2.33%) Event Store
9 11 (2.33%) Neo4j
10 9 (1.91%) Amazon DynamoDB
11 8 (1.69%) Amazon Redshift
11 8 (1.69%) Blockchain
12 7 (1.48%) Apache Cassandra
12 7 (1.48%) Couchbase
12 7 (1.48%) Hadoop
13 6 (1.27%) RavenDB
14 5 (1.06%) SSDT
15 4 (0.85%) Oracle Database
15 4 (0.85%) SQL Server 2012
Development Applications
1 187 (39.62%) TeamCity
2 43 (9.11%) Git (software)
3 38 (8.05%) Octopus Deploy
4 20 (4.24%) Jenkins
5 19 (4.03%) Visual Studio
6 13 (2.75%) Team Foundation Server
6 13 (2.75%) Visual Studio Team System
7 10 (2.12%) Atlassian Bamboo
7 10 (2.12%) JIRA
7 10 (2.12%) SpecFlow
8 8 (1.69%) Ant
9 7 (1.48%) Selenium
10 6 (1.27%) Subversion
11 5 (1.06%) NUnit
11 5 (1.06%) webpack
12 4 (0.85%) Babel
12 4 (0.85%) Gradle
12 4 (0.85%) Maven
12 4 (0.85%) Oracle APEX
12 4 (0.85%) SoapUI
General
1 121 (25.64%) Finance
2 89 (18.86%) Games
3 19 (4.03%) Electronics
4 14 (2.97%) Financial Institution
5 12 (2.54%) Telecoms
6 8 (1.69%) Banking
7 5 (1.06%) Front Office
8 4 (0.85%) Manufacturing
8 4 (0.85%) Marketing
9 1 (0.21%) Automotive
9 1 (0.21%) Back Office
9 1 (0.21%) Investment Banking
9 1 (0.21%) Retail
Job Titles
1 367 (77.75%) Developer
2 214 (45.34%) .NET Developer
3 130 (27.54%) C# Developer
4 78 (16.53%) Messaging Developer
5 62 (13.14%) Software Engineer
6 59 (12.50%) Graduate
6 59 (12.50%) Graduate Developer
7 58 (12.29%) Software Developer
8 57 (12.08%) Senior Developer
9 55 (11.65%) Junior
9 55 (11.65%) Junior Developer
10 54 (11.44%) C# .NET Developer
10 54 (11.44%) Junior .NET Developer
11 53 (11.23%) Graduate .NET Developer
12 40 (8.47%) Senior C# Developer
13 24 (5.08%) F# Developer
13 24 (5.08%) Senior .NET Developer
14 23 (4.87%) .NET Software Developer
14 23 (4.87%) Developer/Software Engineer
15 20 (4.24%) VB Software Engineer
Libraries, Frameworks & Software Standards
1 338 (71.61%) .NET
2 214 (45.34%) RESTful
3 188 (39.83%) AngularJS
4 185 (39.19%) ASP.NET Web API
5 184 (38.98%) ASP.NET
6 166 (35.17%) ASP.NET MVC
7 148 (31.36%) KnockoutJS
8 146 (30.93%) MSMQ
9 144 (30.51%) WPF
10 140 (29.66%) Twitter Bootstrap
11 124 (26.27%) RabbitMQ
12 122 (25.85%) Node.js
13 86 (18.22%) ASP.NET MVC 5
14 69 (14.62%) .NET Framework
14 69 (14.62%) WCF
15 54 (11.44%) Akka
16 53 (11.23%) Entity Framework
17 52 (11.02%) WebSockets
18 43 (9.11%) Reactive Extensions
19 41 (8.69%) HTML
Miscellaneous
1 119 (25.21%) Computer Science
2 55 (11.65%) Algorithms
3 50 (10.59%) Data Structures
3 50 (10.59%) Greenfield Project
4 46 (9.75%) Fintech
5 22 (4.66%) Hedge funds
6 8 (1.69%) Bitcoin
6 8 (1.69%) Digital Currency
7 7 (1.48%) Derivative
8 6 (1.27%) Analytical Skills
9 4 (0.85%) Client/Server
9 4 (0.85%) Digital Media
10 2 (0.42%) 3D Graphics
10 2 (0.42%) Blog
10 2 (0.42%) Enterprise Software
10 2 (0.42%) Grid Computing
10 2 (0.42%) Social Network
11 1 (0.21%) Data Centre
11 1 (0.21%) User Experience
11 1 (0.21%) Xbox
Operating Systems
1 12 (2.54%) Windows
2 9 (1.91%) Linux
3 8 (1.69%) Android
4 5 (1.06%) Apple iOS
4 5 (1.06%) Mac OS X
4 5 (1.06%) Unix
4 5 (1.06%) Windows Server
5 4 (0.85%) Red Hat Enterprise Linux
5 4 (0.85%) Windows Server 2012
Processes & Methodologies
1 304 (64.41%) Agile Software Development
2 244 (51.69%) TDD
3 195 (41.31%) Multithreading
4 179 (37.92%) MVC
5 140 (29.66%) Kanban
6 138 (29.24%) Dependency Injection
6 138 (29.24%) Web Application Development
7 134 (28.39%) OO
8 101 (21.40%) Software Engineering
9 100 (21.19%) Functional Programming
10 94 (19.92%) BDD
11 82 (17.37%) Mathematics
12 51 (10.81%) OOD
12 51 (10.81%) Test Automation
12 51 (10.81%) Web Development
13 48 (10.17%) Low Latency
14 47 (9.96%) Microservices
15 45 (9.53%) E-Commerce
16 41 (8.69%) High-Frequency Trading
17 40 (8.47%) OOA/OOD
Programming Languages
1 410 (86.86%) C#
2 158 (33.47%) Ruby
3 107 (22.67%) SQL
4 88 (18.64%) Haskell
5 77 (16.31%) JavaScript
6 64 (13.56%) Scala
7 62 (13.14%) Python
8 49 (10.38%) Java
9 41 (8.69%) Erlang
10 34 (7.20%) Clojure
11 29 (6.14%) VB
12 25 (5.30%) C++
12 25 (5.30%) VB6
13 24 (5.08%) Go
14 20 (4.24%) OCaml
15 15 (3.18%) MATLAB
16 10 (2.12%) PowerShell
17 9 (1.91%) Bash Shell
17 9 (1.91%) ML
17 9 (1.91%) R
Qualifications
1 41 (8.69%) Degree
2 22 (4.66%) PhD
3 5 (1.06%) Computer Science Degree
4 2 (0.42%) Numerate Degree
4 2 (0.42%) Security Cleared
5 1 (0.21%) ISEB
5 1 (0.21%) ISTQB
5 1 (0.21%) SC Cleared
Quality Assurance & Compliance
1 8 (1.69%) QA
System Software
1 23 (4.87%) Docker
2 4 (0.85%) vSphere
3 3 (0.64%) HDFS
4 2 (0.42%) Apache ZooKeeper
5 1 (0.21%) GridGain
5 1 (0.21%) QEMU
Systems Management
1 138 (29.24%) Kibana
2 86 (18.22%) Business Desktop Deployment
2 86 (18.22%) WSUS
3 12 (2.54%) Opscode Chef
3 12 (2.54%) Puppet
4 6 (1.27%) Ansible
5 3 (0.64%) Graphite
5 3 (0.64%) logstash
5 3 (0.64%) Mesos
6 2 (0.42%) AirWatch
6 2 (0.42%) Cobbler
Vendors
1 125 (26.48%) Microsoft
2 65 (13.77%) Google
3 33 (6.99%) Oracle
4 6 (1.27%) Xamarin
5 5 (1.06%) TOWER Software
6 4 (0.85%) HP
6 4 (0.85%) Red Hat
6 4 (0.85%) SAP
6 4 (0.85%) Software AG
6 4 (0.85%) VMware
6 4 (0.85%) webMethods
7 3 (0.64%) Apple
7 3 (0.64%) Bloomberg
7 3 (0.64%) Facebook
7 3 (0.64%) Palantir
8 2 (0.42%) IBM
8 2 (0.42%) Reuters
8 2 (0.42%) TIBCO
8 2 (0.42%) Twitter