Period
to 20 January 2018

The following table provides summary statistics for permanent job vacancies advertised in London 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 20 January 2018 with a comparison to the same period in the previous 2 years.

F#
England > London
6 months to
20 Jan 2018
Same period 2017 Same period 2016
Rank 628 556 599
Rank change year-on-year -72 +43 +157
Permanent jobs citing F# 196 279 314
As % of all permanent IT jobs advertised in London 0.28% 0.39% 0.37%
As % of the Programming Languages category 0.51% 0.72% 0.69%
Number of salaries quoted 154 235 260
London median annual salary £75,000 £75,000 £72,500
Median salary % change year-on-year - +3.45% +16.00%
10th Percentile £43,250 £51,750 £45,000
90th Percentile £100,000 £111,500 £106,250
England median annual salary £55,000 £60,000 £70,000
% change year-on-year -8.33% -14.29% +16.67%

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 London with a requirement for coding skills.

All Programming Languages
London
Permanent vacancies with a requirement for coding skills 38,652 38,608 45,750
As % of all permanent IT jobs advertised in London 55.28% 54.55% 53.73%
Number of salaries quoted 31,661 33,811 39,738
London median annual salary £60,000 £57,500 £55,000
Median salary % change year-on-year +4.35% +4.55% +3.77%
10th Percentile £36,250 £35,000 £34,000
90th Percentile £90,000 £87,500 £85,000
England median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +5.56% -

F#
Job Vacancy Trend in London

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

Job vacancy trend for F# in London

F#
Salary Trend in London

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

Salary trend for F# in London

F#
Salary Histogram in London

The salary distribution of IT jobs citing F# in London over the 6 months to 20 January 2018.

Salary histogram for F# in London

F#
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing F# within the London region over the 6 months to 20 January 2018. 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
Central London -17 27 £72,500 +18.37% 8
North London - 13 £75,000 -
West London +28 7 £62,500 +8.70%
South London -4 1 £72,500 +20.83% 4
East London -8 1 £110,000 +39.68% 2
F#
England

For the 6 months to 20 January 2018, 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 London region with a requirement for F#.

1 165 (84.18%) C#
2 112 (57.14%) .NET
3 109 (55.61%) Agile Software Development
4 75 (38.27%) Finance
5 71 (36.22%) NoSQL
6 65 (33.16%) RESTful
7 58 (29.59%) WebSockets
7 58 (29.59%) Functional Programming
8 56 (28.57%) TDD
9 53 (27.04%) Multithreading
10 52 (26.53%) Haskell
11 46 (23.47%) SQL
12 44 (22.45%) Docker
13 43 (21.94%) OO
14 42 (21.43%) Mathematics
14 42 (21.43%) Software Engineering
15 41 (20.92%) Microservices
16 40 (20.41%) Octopus Deploy
16 40 (20.41%) Fintech
17 39 (19.90%) Greenfield Project
17 39 (19.90%) Kafka
18 37 (18.88%) E-Commerce
19 36 (18.37%) Scala
19 36 (18.37%) Akka
20 35 (17.86%) Python
20 35 (17.86%) Computer Science
21 34 (17.35%) Low Latency
21 34 (17.35%) Algorithms
22 33 (16.84%) OOD
22 33 (16.84%) Java

F#
Co-occurring IT Skills in London 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 21 (10.71%) Elasticsearch
2 6 (3.06%) Apache Spark
3 5 (2.55%) Apache
4 2 (1.02%) IBM HTTP Server
5 1 (0.51%) Apache Airflow
Applications
1 2 (1.02%) Microsoft Excel
Cloud Services
1 28 (14.29%) Microsoft Azure
2 20 (10.20%) Amazon AWS
3 4 (2.04%) Amazon EMR
3 4 (2.04%) Google Cloud Platform
4 1 (0.51%) Azure Data Factory
4 1 (0.51%) npm
Communications & Networking
1 11 (5.61%) DSL
2 4 (2.04%) Internet
3 3 (1.53%) HTTP
Database & Business Intelligence
1 71 (36.22%) NoSQL
2 31 (15.82%) MongoDB
3 30 (15.31%) SQL Server
4 24 (12.24%) Event Store
5 21 (10.71%) SQL Server 2016
6 10 (5.10%) Big Data
6 10 (5.10%) Relational Database
7 9 (4.59%) Redis
8 8 (4.08%) Amazon DynamoDB
9 7 (3.57%) Hadoop
9 7 (3.57%) PostgreSQL
10 5 (2.55%) Apache Cassandra
10 5 (2.55%) Couchbase
11 4 (2.04%) Amazon Redshift
11 4 (2.04%) Neo4j
11 4 (2.04%) OpenTSDB
11 4 (2.04%) Parquet
12 3 (1.53%) Aerospike
13 2 (1.02%) Blockchain
13 2 (1.02%) Impala
Development Applications
1 40 (20.41%) Octopus Deploy
2 25 (12.76%) Jenkins
3 24 (12.24%) Atlassian Bamboo
4 15 (7.65%) Git (software)
4 15 (7.65%) Visual Studio
4 15 (7.65%) Visual Studio Team System
5 14 (7.14%) Team Foundation Server
6 9 (4.59%) TeamCity
7 2 (1.02%) webpack
8 1 (0.51%) Babel
8 1 (0.51%) CruiseControl
8 1 (0.51%) gulp
8 1 (0.51%) Log4Net
8 1 (0.51%) Maven
8 1 (0.51%) Mocha
8 1 (0.51%) MSBuild
8 1 (0.51%) NUnit
8 1 (0.51%) Psake
8 1 (0.51%) Rhino Mocks
8 1 (0.51%) SpecFlow
General
1 75 (38.27%) Finance
2 30 (15.31%) Games
3 10 (5.10%) Financial Institution
4 7 (3.57%) Banking
5 6 (3.06%) Front Office
6 4 (2.04%) Telecoms
7 3 (1.53%) Automotive
7 3 (1.53%) Investment Banking
8 1 (0.51%) Retail
Job Titles
1 133 (67.86%) Developer
2 96 (48.98%) C# Developer
3 55 (28.06%) .NET Developer
4 42 (21.43%) C# .NET Developer
5 27 (13.78%) Software Engineer
6 22 (11.22%) Senior Developer
7 19 (9.69%) Senior C# Developer
8 18 (9.18%) Scala Developer
9 17 (8.67%) F# Developer
10 15 (7.65%) ASP.NET MVC Developer
10 15 (7.65%) Programmer
11 14 (7.14%) ASP.NET Developer
11 14 (7.14%) C# ASP.NET Developer
12 13 (6.63%) .NET Software Engineer
13 11 (5.61%) JavaScript Engineer
14 10 (5.10%) Senior .NET Developer
15 9 (4.59%) Senior C# .NET Developer
16 7 (3.57%) Junior C# .NET Developer
16 7 (3.57%) Mid-Level .NET Developer
16 7 (3.57%) Mid-Level C# Developer
Libraries, Frameworks & Software Standards
1 112 (57.14%) .NET
2 65 (33.16%) RESTful
3 58 (29.59%) WebSockets
4 39 (19.90%) Kafka
5 36 (18.37%) Akka
6 32 (16.33%) ASP.NET
7 30 (15.31%) ASP.NET MVC
7 30 (15.31%) React
8 29 (14.80%) Reactive Extensions
9 22 (11.22%) KnockoutJS
9 22 (11.22%) Node.js
10 21 (10.71%) WCF
11 17 (8.67%) ASP.NET Web API
11 17 (8.67%) RabbitMQ
12 16 (8.16%) AngularJS
13 14 (7.14%) ASP.NET Core
13 14 (7.14%) ServiceStack
14 13 (6.63%) WPF
15 9 (4.59%) MSMQ
16 7 (3.57%) Protocol Buffers
Miscellaneous
1 40 (20.41%) Fintech
2 39 (19.90%) Greenfield Project
3 35 (17.86%) Computer Science
4 34 (17.35%) Algorithms
5 31 (15.82%) Data Structures
6 21 (10.71%) Hedge funds
7 4 (2.04%) Client/Server
8 3 (1.53%) Derivative
8 3 (1.53%) Private Cloud
8 3 (1.53%) Spread Betting
9 2 (1.02%) Analytical Skills
9 2 (1.02%) Bitcoin
9 2 (1.02%) Digital Currency
10 1 (0.51%) Online Gambling
10 1 (0.51%) User Experience
Operating Systems
1 1 (0.51%) Linux
Processes & Methodologies
1 109 (55.61%) Agile Software Development
2 58 (29.59%) Functional Programming
3 56 (28.57%) TDD
4 53 (27.04%) Multithreading
5 43 (21.94%) OO
6 42 (21.43%) Mathematics
6 42 (21.43%) Software Engineering
7 41 (20.92%) Microservices
8 37 (18.88%) E-Commerce
9 34 (17.35%) Low Latency
10 33 (16.84%) OOD
11 32 (16.33%) High-Frequency Trading
11 32 (16.33%) MVC
12 31 (15.82%) Algorithmic Trading
13 30 (15.31%) OOA/OOD
14 24 (12.24%) Continuous Improvement
14 24 (12.24%) Event-Driven Architecture
14 24 (12.24%) High Availability
14 24 (12.24%) Knowledge Management
15 13 (6.63%) Analytics
Programming Languages
1 165 (84.18%) C#
2 52 (26.53%) Haskell
3 46 (23.47%) SQL
4 36 (18.37%) Scala
5 35 (17.86%) Python
6 33 (16.84%) Java
6 33 (16.84%) JavaScript
7 21 (10.71%) Ruby
8 15 (7.65%) Erlang
9 14 (7.14%) Clojure
9 14 (7.14%) OCaml
10 13 (6.63%) C++
11 7 (3.57%) Go
12 4 (2.04%) CoffeeScript
12 4 (2.04%) T-SQL
13 2 (1.02%) C
13 2 (1.02%) ML
13 2 (1.02%) VBA
14 1 (0.51%) Elixir
14 1 (0.51%) ES6
Qualifications
1 28 (14.29%) Degree
2 2 (1.02%) Computer Science Degree
2 2 (1.02%) Numerate Degree
2 2 (1.02%) PhD
System Software
1 44 (22.45%) Docker
2 5 (2.55%) HDFS
3 2 (1.02%) Apache ZooKeeper
4 1 (0.51%) GridGain
Systems Management
1 11 (5.61%) Kibana
2 7 (3.57%) Business Desktop Deployment
2 7 (3.57%) WSUS
3 4 (2.04%) Graphite
3 4 (2.04%) logstash
3 4 (2.04%) Mesos
4 2 (1.02%) Kubernetes
5 1 (0.51%) Hadoop YARN
5 1 (0.51%) Oozie
Vendors
1 15 (7.65%) Microsoft
2 8 (4.08%) Google
3 7 (3.57%) TOWER Software
4 2 (1.02%) Bloomberg
4 2 (1.02%) Facebook
4 2 (1.02%) Palantir
5 1 (0.51%) Tableau