Period
to 22 January 2018

The following table provides summary statistics for permanent job vacancies with a requirement for OCaml skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited OCaml over the 6 months to 22 January 2018 with a comparison to the same period in the previous 2 years.

OCaml
UK
6 months to
22 Jan 2018
Same period 2017 Same period 2016
Rank 1148 1111 1230
Rank change year-on-year -37 +119 +71
Permanent jobs citing OCaml 19 68 52
As % of all permanent IT jobs advertised in the UK 0.011% 0.039% 0.025%
As % of the Programming Languages category 0.020% 0.073% 0.048%
Number of salaries quoted 9 52 50
UK median annual salary £82,500 £85,000 £82,500
Median salary % change year-on-year -2.94% +3.03% +10.00%
10th Percentile £63,000 £57,750 £57,250
90th Percentile £127,750 £225,000 £108,750
UK excluding London median annual salary - £52,000 £50,000
% change year-on-year - +4.00% -

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

All Programming Languages
UK
Permanent vacancies with a requirement for coding skills 96,355 92,882 108,444
As % of all permanent IT jobs advertised in the UK 55.55% 53.21% 51.98%
Number of salaries quoted 80,464 79,765 93,199
UK median annual salary £50,000 £47,500 £45,000
Median salary % change year-on-year +5.26% +5.56% -
10th Percentile £29,750 £28,750 £27,750
90th Percentile £77,500 £76,250 £75,000
UK excluding London median annual salary £42,500 £42,500 £40,000
% change year-on-year - +6.25% -

OCaml
Job Vacancy Trend

Job postings citing OCaml as a percentage of all IT jobs advertised.

Job vacancy trend for OCaml in the UK

OCaml
Salary Trend

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

Salary trend for OCaml in the UK

OCaml
Salary Histogram

The salary distribution of IT jobs citing OCaml over the 6 months to 22 January 2018.

Salary histogram for OCaml in the UK

OCaml
Top 2 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing OCaml within the UK over the 6 months to 22 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
England -29 19 £82,500 -2.94% 10
London -48 19 £82,500 -2.94% 6

For the 6 months to 22 January 2018, IT jobs citing OCaml 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 OCaml.

1 19 (100.00%) Haskell
1 19 (100.00%) Functional Programming
2 17 (89.47%) Fintech
3 15 (78.95%) F#
3 15 (78.95%) Scala
4 14 (73.68%) Greenfield Project
5 13 (68.42%) Python
6 12 (63.16%) DSL
6 12 (63.16%) Java
7 10 (52.63%) Analytics
7 10 (52.63%) Degree
8 6 (31.58%) Erlang
8 6 (31.58%) Finance
9 5 (26.32%) Software Engineering
10 3 (15.79%) TDD
10 3 (15.79%) Cryptocurrency
10 3 (15.79%) Blockchain
11 2 (10.53%) Quantitative Finance
11 2 (10.53%) Ethereum
11 2 (10.53%) ML
11 2 (10.53%) Scalaz
11 2 (10.53%) Derivative
11 2 (10.53%) Multithreading
11 2 (10.53%) Kanban
11 2 (10.53%) Open Source
11 2 (10.53%) Clojure
11 2 (10.53%) Mathematics
11 2 (10.53%) Palantir
11 2 (10.53%) Machine Learning
11 2 (10.53%) Facebook

OCaml
Co-occurring 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 2 (10.53%) Ethereum
1 2 (10.53%) IBM HTTP Server
Communications & Networking
1 12 (63.16%) DSL
Database & Business Intelligence
1 3 (15.79%) Blockchain
2 2 (10.53%) Big Data
3 1 (5.26%) PostgreSQL
3 1 (5.26%) Relational Database
Development Applications
1 1 (5.26%) Git (software)
General
1 6 (31.58%) Finance
2 1 (5.26%) Financial Institution
2 1 (5.26%) Games
Job Titles
1 14 (73.68%) Developer
2 12 (63.16%) Programmer
3 11 (57.89%) Scala Developer
4 10 (52.63%) F# Developer
5 3 (15.79%) Senior Software Engineer
5 3 (15.79%) Software Engineer
6 2 (10.53%) Java Engineer
6 2 (10.53%) Java Software Engineer
6 2 (10.53%) Senior Java Engineer
6 2 (10.53%) Senior Java Software Engineer
7 1 (5.26%) .NET Developer
7 1 (5.26%) .NET Software Developer
7 1 (5.26%) C# .NET Developer
7 1 (5.26%) C# Developer
7 1 (5.26%) C# Software Developer
7 1 (5.26%) C++ Developer
7 1 (5.26%) C++ Software Engineer
7 1 (5.26%) Python Developer
7 1 (5.26%) Senior C++ Developer
7 1 (5.26%) Senior C++ Software Engineer
Libraries, Frameworks & Software Standards
1 2 (10.53%) Scalaz
2 1 (5.26%) .NET
2 1 (5.26%) Akka
2 1 (5.26%) CSS
2 1 (5.26%) Django
2 1 (5.26%) HTML
2 1 (5.26%) Play Framework
Miscellaneous
1 17 (89.47%) Fintech
2 14 (73.68%) Greenfield Project
3 2 (10.53%) Derivative
4 1 (5.26%) Algorithms
4 1 (5.26%) Bitcoin
4 1 (5.26%) Data Structures
4 1 (5.26%) Digital Currency
Processes & Methodologies
1 19 (100.00%) Functional Programming
2 10 (52.63%) Analytics
3 5 (26.32%) Software Engineering
4 3 (15.79%) Cryptocurrency
4 3 (15.79%) TDD
5 2 (10.53%) Agile Software Development
5 2 (10.53%) Kanban
5 2 (10.53%) Machine Learning
5 2 (10.53%) Mathematics
5 2 (10.53%) Multithreading
5 2 (10.53%) OO
5 2 (10.53%) Open Source
5 2 (10.53%) Quantitative Finance
5 2 (10.53%) Scrum
6 1 (5.26%) BDD
6 1 (5.26%) Continuous Integration
6 1 (5.26%) Integration Testing
6 1 (5.26%) Microservices
6 1 (5.26%) OOP
Programming Languages
1 19 (100.00%) Haskell
2 15 (78.95%) F#
2 15 (78.95%) Scala
3 13 (68.42%) Python
4 12 (63.16%) Java
5 6 (31.58%) Erlang
6 2 (10.53%) C++
6 2 (10.53%) Clojure
6 2 (10.53%) ML
7 1 (5.26%) C#
7 1 (5.26%) JavaScript
7 1 (5.26%) SQL
Qualifications
1 10 (52.63%) Degree
Vendors
1 2 (10.53%) Bloomberg
1 2 (10.53%) Facebook
1 2 (10.53%) Palantir