Period
to 20 February 2018

The following table provides summary statistics for permanent job vacancies advertised in London with a requirement for ML skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited ML over the 6 months to 20 February 2018 with a comparison to the same period in the previous 2 years.

ML
England > London
6 months to
20 Feb 2018
Same period 2017 Same period 2016
Rank 811 768 889
Rank change year-on-year -43 +121 +20
Permanent jobs citing ML 2 32 26
As % of all permanent IT jobs advertised in London 0.003% 0.046% 0.030%
As % of the Programming Languages category 0.005% 0.084% 0.056%
Number of salaries quoted 2 15 19
London median annual salary £95,000 £100,000 £82,500
Median salary % change year-on-year -5.00% +21.21% -
10th Percentile £72,500 £70,000 £78,750
90th Percentile £117,500 £117,000 £86,250
England median annual salary £95,000 £100,000 £82,500
% change year-on-year -5.00% +21.21% -

ML 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 39,067 38,069 46,150
As % of all permanent IT jobs advertised in London 55.47% 54.67% 54.13%
Number of salaries quoted 32,570 33,202 40,171
London median annual salary £60,000 £57,500 £55,000
Median salary % change year-on-year +4.35% +4.55% -
10th Percentile £37,000 £35,000 £34,750
90th Percentile £90,000 £87,500 £85,000
England median annual salary £50,000 £47,500 £46,000
% change year-on-year +5.26% +3.26% +2.22%

ML
Job Vacancy Trend in London

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

Job vacancy trend for ML in London

ML
Salary Trend in London

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

Salary trend for ML in London

For the 6 months to 20 February 2018, IT jobs citing ML 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 London region with a requirement for ML.

1 2 (100.00%) Python
1 2 (100.00%) Bloomberg
1 2 (100.00%) DSL
1 2 (100.00%) IBM HTTP Server
1 2 (100.00%) Haskell
1 2 (100.00%) OCaml
1 2 (100.00%) F#
1 2 (100.00%) Scala
1 2 (100.00%) Facebook
1 2 (100.00%) Big Data
1 2 (100.00%) Palantir
1 2 (100.00%) Functional Programming
1 2 (100.00%) Fintech
1 2 (100.00%) Scalaz

ML
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 2 (100.00%) IBM HTTP Server
Communications & Networking
1 2 (100.00%) DSL
Database & Business Intelligence
1 2 (100.00%) Big Data
Job Titles
1 2 (100.00%) Programmer
Libraries, Frameworks & Software Standards
1 2 (100.00%) Scalaz
Miscellaneous
1 2 (100.00%) Fintech
Processes & Methodologies
1 2 (100.00%) Functional Programming
Programming Languages
1 2 (100.00%) F#
1 2 (100.00%) Haskell
1 2 (100.00%) OCaml
1 2 (100.00%) Python
1 2 (100.00%) Scala
Vendors
1 2 (100.00%) Bloomberg
1 2 (100.00%) Facebook
1 2 (100.00%) Palantir