Period
to 10 December 2018

The following table provides summary statistics for permanent job vacancies advertised in the City of 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 10 December 2018 with a comparison to the same period in the previous 2 years.

F#
Central London > City of London
6 months to
10 Dec 2018
Same period 2017 Same period 2016
Rank 313 297 326
Rank change year-on-year -16 +29 +66
Permanent jobs citing F# 29 23 12
As % of all permanent IT jobs advertised in the City of London 0.27% 0.22% 0.11%
As % of the Programming Languages category 0.43% 0.39% 0.18%
Number of salaries quoted 28 22 7
City of London median annual salary £70,000 £82,500 £57,500
Median salary % change year-on-year -15.15% +43.48% +2.68%
10th Percentile £52,500 £45,250 £40,500
90th Percentile £102,250 £107,500 £85,000
Central London median annual salary £70,000 £82,500 £65,000
% change year-on-year -15.15% +26.92% +16.07%

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 the City of London with a requirement for coding skills.

All Programming Languages
City of London
Permanent vacancies with a requirement for coding skills 6,716 5,885 6,589
As % of all permanent IT jobs advertised in the City of London 62.37% 57.14% 58.12%
Number of salaries quoted 6,122 5,382 6,064
City of London median annual salary £65,000 £62,500 £58,500
Median salary % change year-on-year +4.00% +6.84% +1.74%
10th Percentile £40,275 £38,750 £36,750
90th Percentile £95,000 £95,000 £90,000
Central London median annual salary £65,000 £60,000 £57,500
% change year-on-year +8.33% +4.35% +0.88%

F#
Job Vacancy Trend in the City of London

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

Job vacancy trend for F# in the City of London

F#
Salary Trend in the City of London

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

Salary trend for F# in the City of London

F#
Salary Histogram in the City of London

The salary distribution of IT jobs citing F# in the City of London over the 6 months to 10 December 2018.

Salary histogram for F# in the City of London

For the 6 months to 10 December 2018, IT jobs citing F# also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the City of London region with a requirement for F#.

1 27 (93.10%) C#
2 20 (68.97%) SQL
3 18 (62.07%) Finance
4 16 (55.17%) SQL Server
5 13 (44.83%) .NET
5 13 (44.83%) Front Office
5 13 (44.83%) Functional Programming
5 13 (44.83%) Data Structures
5 13 (44.83%) Algorithms
6 11 (37.93%) Oracle
6 11 (37.93%) Python
6 11 (37.93%) C++
7 10 (34.48%) Java
7 10 (34.48%) JavaScript
7 10 (34.48%) PL/SQL
7 10 (34.48%) T-SQL
7 10 (34.48%) VBA
7 10 (34.48%) Microsoft Excel
7 10 (34.48%) Banking
7 10 (34.48%) Equity Derivative
7 10 (34.48%) Haskell
8 8 (27.59%) AngularJS
9 7 (24.14%) Agile Software Development
9 7 (24.14%) Windows
9 7 (24.14%) Amazon AWS
10 6 (20.69%) Scala
10 6 (20.69%) Microsoft Azure
10 6 (20.69%) Microservices
10 6 (20.69%) ASP.NET
10 6 (20.69%) Ruby

F#
Co-occurring IT Skills in the City of 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 3 (10.34%) Apache
1 3 (10.34%) Apache Spark
1 3 (10.34%) Elasticsearch
2 1 (3.45%) Ethereum
Applications
1 10 (34.48%) Microsoft Excel
Business Applications
1 1 (3.45%) Payment Gateway
Cloud Services
1 7 (24.14%) Amazon AWS
2 6 (20.69%) Microsoft Azure
3 3 (10.34%) Amazon EMR
4 1 (3.45%) AWS CloudFormation
Database & Business Intelligence
1 16 (55.17%) SQL Server
2 4 (13.79%) Amazon DynamoDB
3 3 (10.34%) Amazon Redshift
3 3 (10.34%) Big Data
3 3 (10.34%) Couchbase
3 3 (10.34%) Hadoop
3 3 (10.34%) MongoDB
3 3 (10.34%) OpenTSDB
3 3 (10.34%) Parquet
3 3 (10.34%) PostgreSQL
4 2 (6.90%) NoSQL
5 1 (3.45%) Blockchain
5 1 (3.45%) Event Store
5 1 (3.45%) MySQL
5 1 (3.45%) Redis
Development Applications
1 1 (3.45%) NUnit
1 1 (3.45%) Rhino Mocks
General
1 18 (62.07%) Finance
2 13 (44.83%) Front Office
3 10 (34.48%) Banking
4 2 (6.90%) Law
5 1 (3.45%) Retail
5 1 (3.45%) Retail Banking
Job Titles
1 28 (96.55%) Developer
2 12 (41.38%) C# Developer
3 10 (34.48%) Excel Developer
3 10 (34.48%) Excel VBA Developer
3 10 (34.48%) VBA Developer
4 8 (27.59%) .NET Developer
5 6 (20.69%) C# .NET Developer
5 6 (20.69%) Senior Developer
6 4 (13.79%) F# Developer
6 4 (13.79%) Senior .NET Developer
6 4 (13.79%) Senior C# Developer
7 3 (10.34%) Architect
7 3 (10.34%) AWS Developer
7 3 (10.34%) Lead Architect
7 3 (10.34%) Lead Developer
7 3 (10.34%) Ruby Developer
7 3 (10.34%) Scala Developer
7 3 (10.34%) Senior C# .NET Developer
7 3 (10.34%) Senior Ruby Developer
7 3 (10.34%) Senior Scala Developer
Libraries, Frameworks & Software Standards
1 13 (44.83%) .NET
2 8 (27.59%) AngularJS
3 6 (20.69%) ASP.NET
4 5 (17.24%) ASP.NET MVC
4 5 (17.24%) ASP.NET Web API
4 5 (17.24%) RabbitMQ
4 5 (17.24%) React
5 3 (10.34%) .NET Core
5 3 (10.34%) Apache Thrift
5 3 (10.34%) Elastic Stack
5 3 (10.34%) Kafka
5 3 (10.34%) PostGIS
5 3 (10.34%) Protocol Buffers
5 3 (10.34%) Samza
5 3 (10.34%) WCF
5 3 (10.34%) Web Services
6 2 (6.90%) WPF
7 1 (3.45%) .NET Framework
7 1 (3.45%) ActiveMQ
7 1 (3.45%) NHibernate
Miscellaneous
1 13 (44.83%) Algorithms
1 13 (44.83%) Data Structures
2 10 (34.48%) Equity Derivative
3 5 (17.24%) Fintech
3 5 (17.24%) Fixed Income
4 3 (10.34%) Derivative
5 2 (6.90%) Greenfield Project
5 2 (6.90%) Hedge funds
6 1 (3.45%) Analytical Skills
6 1 (3.45%) User Experience
Operating Systems
1 7 (24.14%) Windows
2 3 (10.34%) Android
2 3 (10.34%) Apple iOS
2 3 (10.34%) Mac OS X
2 3 (10.34%) Unix
Processes & Methodologies
1 13 (44.83%) Functional Programming
2 7 (24.14%) Agile Software Development
3 6 (20.69%) Microservices
4 5 (17.24%) Computer Science
4 5 (17.24%) MVC
5 4 (13.79%) OOP
5 4 (13.79%) Software Architecture
6 3 (10.34%) Continuous Integration
6 3 (10.34%) E-Commerce
6 3 (10.34%) Mathematics
6 3 (10.34%) OO
6 3 (10.34%) Open Source
6 3 (10.34%) Waterfall
6 3 (10.34%) Web Development
7 2 (6.90%) DevOps
7 2 (6.90%) Physics
8 1 (3.45%) Investment Management
8 1 (3.45%) Market Making
8 1 (3.45%) Refactoring
8 1 (3.45%) Software Deployment
Programming Languages
1 27 (93.10%) C#
2 20 (68.97%) SQL
3 11 (37.93%) C++
3 11 (37.93%) Python
4 10 (34.48%) Haskell
4 10 (34.48%) Java
4 10 (34.48%) JavaScript
4 10 (34.48%) PL/SQL
4 10 (34.48%) T-SQL
4 10 (34.48%) VBA
5 6 (20.69%) Ruby
5 6 (20.69%) Scala
6 3 (10.34%) Clojure
6 3 (10.34%) CoffeeScript
6 3 (10.34%) Erlang
6 3 (10.34%) Objective-C
7 1 (3.45%) ML
7 1 (3.45%) PowerShell
Qualifications
1 1 (3.45%) Computer Science Degree
1 1 (3.45%) Degree
System Software
1 5 (17.24%) Docker
2 3 (10.34%) HDFS
Systems Management
1 3 (10.34%) Graphite
1 3 (10.34%) Kibana
1 3 (10.34%) Kubernetes
1 3 (10.34%) logstash
1 3 (10.34%) Mesos
2 1 (3.45%) Single Sign-On
2 1 (3.45%) Terraform
Vendors
1 11 (37.93%) Oracle
2 1 (3.45%) Google
2 1 (3.45%) IBM