Period
to 18 December 2017

The following table provides summary statistics for permanent job vacancies advertised in Kingston Upon Thames with a requirement for Machine Learning skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Machine Learning over the 6 months to 18 December 2017 with a comparison to the same period in the previous 2 years.

Machine Learning
South London > Kingston Upon Thames
6 months to
18 Dec 2017
Same period 2016 Same period 2015
Rank 52 - 33
Rank change year-on-year - +33 -
Permanent jobs citing Machine Learning 21 0 39
As % of all permanent IT jobs advertised in Kingston Upon Thames 4.26% - 6.89%
As % of the Processes & Methodologies category 4.66% - 7.57%
Number of salaries quoted 21 0 43
Kingston Upon Thames median annual salary £47,500 - £48,500
10th Percentile £35,000 - £42,500
90th Percentile £57,500 - £75,000
South London median annual salary £47,500 - £48,500

Machine Learning is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Kingston Upon Thames with a requirement for process or methodology skills.

All Process and Methodology Skills
Kingston Upon Thames
Permanent vacancies with a requirement for process or methodology skills 451 446 515
As % of all permanent IT jobs advertised in Kingston Upon Thames 91.48% 90.65% 90.99%
Number of salaries quoted 401 403 461
Kingston Upon Thames median annual salary £45,000 £50,000 £46,500
Median salary % change year-on-year -10.00% +7.53% +3.33%
10th Percentile £27,500 £33,417 £29,000
90th Percentile £66,250 £71,250 £63,750
South London median annual salary £47,500 £47,500 £45,000
% change year-on-year - +5.56% -

Machine Learning
Job Vacancy Trend in Kingston Upon Thames

Job postings citing Machine Learning as a percentage of all IT jobs advertised in Kingston Upon Thames.

Job vacancy trend for Machine Learning in Kingston Upon Thames

Machine Learning
Salary Trend in Kingston Upon Thames

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Machine Learning in Kingston Upon Thames.

Salary trend for Machine Learning in Kingston Upon Thames

Machine Learning
Salary Histogram in Kingston Upon Thames

The salary distribution of IT jobs citing Machine Learning in Kingston Upon Thames over the 6 months to 18 December 2017.

Salary histogram for Machine Learning in Kingston Upon Thames

Machine Learning
Job Locations in Kingston Upon Thames

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Machine Learning within the Kingston Upon Thames region over the 6 months to 18 December 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
Surbiton - 6 £40,000 -
Machine Learning
South London

For the 6 months to 18 December 2017, IT jobs citing Machine Learning 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 Kingston Upon Thames region with a requirement for Machine Learning.

1 18 (85.71%) JavaScript
2 14 (66.67%) Java
3 12 (57.14%) Agile Software Development
4 8 (38.10%) Algorithms
5 7 (33.33%) Artificial Intelligence
6 6 (28.57%) Google
6 6 (28.57%) Web Development
6 6 (28.57%) Intrusion Detection
6 6 (28.57%) C++
6 6 (28.57%) HTML
6 6 (28.57%) CSS
6 6 (28.57%) Games
6 6 (28.57%) Scrum
6 6 (28.57%) Linux
6 6 (28.57%) Python
6 6 (28.57%) React
6 6 (28.57%) Front End Development
6 6 (28.57%) Polymer
6 6 (28.57%) npm
6 6 (28.57%) Continuous Integration
6 6 (28.57%) Hadoop
6 6 (28.57%) HTML5
6 6 (28.57%) GStreamer
6 6 (28.57%) NoSQL
6 6 (28.57%) Node.js
6 6 (28.57%) AngularJS
7 5 (23.81%) MongoDB
7 5 (23.81%) Apache Cassandra
7 5 (23.81%) Spring
7 5 (23.81%) TDD

Machine Learning
Co-occurring IT Skills in Kingston Upon Thames 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 1 (4.76%) SAS
Cloud Services
1 6 (28.57%) npm
Communications & Networking
1 6 (28.57%) Intrusion Detection
Database & Business Intelligence
1 6 (28.57%) Hadoop
1 6 (28.57%) NoSQL
2 5 (23.81%) Apache Cassandra
2 5 (23.81%) MongoDB
3 1 (4.76%) Apache Hive
3 1 (4.76%) Big Data
3 1 (4.76%) Data Mining
3 1 (4.76%) MySQL
3 1 (4.76%) Relational Database
General
1 6 (28.57%) Games
Job Titles
1 20 (95.24%) Developer
2 13 (61.90%) Java Developer
3 9 (42.86%) Machine Learning Developer
4 6 (28.57%) Front End Developer (Client-Side Developer)
4 6 (28.57%) Front End Web Developer (Client-Side Developer)
4 6 (28.57%) Web Developer
5 2 (9.52%) Artificial Intelligence Developer
5 2 (9.52%) Full Stack Developer
5 2 (9.52%) Graduate
5 2 (9.52%) Graduate Developer
5 2 (9.52%) Graduate Java Developer
5 2 (9.52%) Senior Developer
5 2 (9.52%) Senior Java Developer
6 1 (4.76%) JavaScript Developer
Libraries, Frameworks & Software Standards
1 6 (28.57%) AngularJS
1 6 (28.57%) CSS
1 6 (28.57%) GStreamer
1 6 (28.57%) HTML
1 6 (28.57%) HTML5
1 6 (28.57%) Node.js
1 6 (28.57%) Polymer
1 6 (28.57%) React
2 5 (23.81%) Spring
3 4 (19.05%) XML
Miscellaneous
1 8 (38.10%) Algorithms
2 4 (19.05%) Greenfield Project
3 1 (4.76%) Analytical Skills
Operating Systems
1 6 (28.57%) Linux
2 1 (4.76%) Unix
Processes & Methodologies
1 12 (57.14%) Agile Software Development
2 7 (33.33%) Artificial Intelligence
3 6 (28.57%) Continuous Integration
3 6 (28.57%) Front End Development
3 6 (28.57%) Scrum
3 6 (28.57%) Web Development
4 5 (23.81%) TDD
5 3 (14.29%) Software Engineering
6 2 (9.52%) Innovative Thinking
7 1 (4.76%) Analytics
7 1 (4.76%) Creative Thinking
7 1 (4.76%) Data Analysis
7 1 (4.76%) Quantitative Analysis
7 1 (4.76%) Statistics
7 1 (4.76%) Use Case
7 1 (4.76%) Visualisation
Programming Languages
1 18 (85.71%) JavaScript
2 14 (66.67%) Java
3 6 (28.57%) C++
3 6 (28.57%) Python
4 1 (4.76%) R
4 1 (4.76%) SQL
Qualifications
1 4 (19.05%) Degree
Vendors
1 6 (28.57%) Google