The table below looks at the statistics for Machine Learning skills in IT jobs advertised for the South East region. Included is a guide to the average salaries offered in IT jobs that have cited Machine Learning over the 3 months to 19 December 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
19 Dec 2014
Same period 2013 Same period 2012
Machine Learning
Rank 416 443 450
Rank change year-on-year
+27 +7
Permanent jobs citing Machine Learning 25 8 2
As % of all permanent IT jobs located in the South East 0.11% 0.037% 0.009%
As % of the Processes & Methodologies category 0.14% 0.046% 0.011%
Number of salaries quoted 22 8 2
Average salary £55,000 £32,500 £45,250
Average salary % change year-on-year
+69.23% -28.17%
90% offered a salary of more than £40,000 £30,000 £39,450
10% offered a salary of more than £75,000 £44,250 £51,050
UK excluding London average salary £55,000 £40,000 £37,500
% change year-on-year
+37.50% +6.66%
Machine Learning
England

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the South East region.

Processes & Methodologies Category
South East
Permanent IT job ads with a match in the
Processes & Methodologies category
17474 17251 18069
As % of all permanent IT jobs located in the South East 79.97% 79.67% 77.45%
Number of salaries quoted 13945 13716 15547
Average salary £45,000 £45,000 £45,000
90% offered a salary of more than £30,000 £30,000 £30,000
10% offered a salary of more than £65,000 £62,500 £65,000
UK excluding London average salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

Machine Learning
Jobs Demand Trend in the South East

This chart provides a 3-month moving total of permanent IT jobs citing Machine Learning across the South East region as a proportion of the total demand within the Processes & Methodologies category.

Machine Learning Jobs Demand Trend in the South East

Machine Learning
Salary Trend in the South East

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Machine Learning across the South East region.

Machine Learning Salary Trend in the South East

Machine Learning
Salary Histogram in the South East

This chart provides a salary histogram for IT jobs citing Machine Learning across the South East region over the 3 months to 19 December 2014.

Machine Learning Salary Histogram in the South East

Machine Learning
Job Locations in the South East

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing Machine Learning within the South East region over the 3 months to 19 December 2014. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Surrey +13 18 £55,000 +46.66% 1
Oxfordshire +9 4 £61,250 +2.08% 2
Middlesex - 2 - -
East Sussex - 1 £55,000 -
Machine Learning
England

Machine Learning
Top 30 Related IT Skills in the South East

For the 6 months to 19 December 2014, IT jobs across the South East region citing Machine Learning also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Machine Learning.

1 23 (76.67%) Agile Software Development
2 21 (70.00%) Analytics
3 20 (66.67%) Big Data
4 18 (60.00%) Data Warehouse
5 17 (56.67%) Microsoft
5 17 (56.67%) Business Intelligence
5 17 (56.67%) Performance Management
5 17 (56.67%) Predictive Analytics
5 17 (56.67%) Analytical Skills
5 17 (56.67%) Microsoft Azure
6 16 (53.33%) Neural Network
7 15 (50.00%) Mobile App
7 15 (50.00%) .NET
7 15 (50.00%) SharePoint
7 15 (50.00%) Waterfall
7 15 (50.00%) Mobile Application Development
7 15 (50.00%) Kimball Methodology
7 15 (50.00%) R
7 15 (50.00%) Scrum
7 15 (50.00%) Tableau
7 15 (50.00%) Oracle
7 15 (50.00%) SQL Server
7 15 (50.00%) SQL Server Reporting Services
7 15 (50.00%) SQL Server Integration Services
7 15 (50.00%) QlikView
7 15 (50.00%) SQL Server Analysis Services
8 12 (40.00%) Python
9 10 (33.33%) C++
9 10 (33.33%) Microsoft Certification
9 10 (33.33%) Degree

Machine Learning
Top Related IT Skills in the South East by Category

For the 6 months to 19 December 2014, IT jobs across the South East region citing Machine Learning also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Machine Learning. Up to 20 skills are shown per category.

Application Platforms
1 15 (50.00%) SharePoint
2 3 (10.00%) SAS
Applications
1 3 (10.00%) SPSS
2 2 (6.67%) MS Excel
Cloud Services
1 17 (56.67%) Microsoft Azure
Database & Business Intelligence
1 20 (66.67%) Big Data
2 18 (60.00%) Data Warehouse
3 15 (50.00%) SQL Server
3 15 (50.00%) SQL Server Reporting Services
3 15 (50.00%) SQL Server Integration Services
3 15 (50.00%) QlikView
3 15 (50.00%) SQL Server Analysis Services
4 5 (16.67%) Data Mining
5 3 (10.00%) Relational Database
5 3 (10.00%) Hadoop
6 2 (6.67%) Apache Hive
6 2 (6.67%) NoSQL
6 2 (6.67%) PostgreSQL
7 1 (3.33%) MySQL
7 1 (3.33%) HBase
Development Applications
1 2 (6.67%) JUnit
1 2 (6.67%) Git (software)
1 2 (6.67%) PyUnit
2 1 (3.33%) Subversion
2 1 (3.33%) Ant
General
1 1 (3.33%) Marketing
Job Titles
1 15 (50.00%) Consultant
1 15 (50.00%) Business Intelligence Consultant
1 15 (50.00%) Business Consultant
1 15 (50.00%) Microsoft Consultant
1 15 (50.00%) Microsoft BI Consultant
2 6 (20.00%) Developer
3 5 (16.67%) Senior Consultant
3 5 (16.67%) Senior Business Consultant
3 5 (16.67%) Principal Consultant
3 5 (16.67%) Senior Microsoft Consultant
3 5 (16.67%) Senior Business Intelligence Consultant
4 3 (10.00%) Enterprise Data Architect
4 3 (10.00%) Enterprise Architect
4 3 (10.00%) Architect
4 3 (10.00%) Data Architect
5 2 (6.67%) Senior Manager
5 2 (6.67%) Senior Developer
5 2 (6.67%) Project Manager
5 2 (6.67%) Senior Project Manager
5 2 (6.67%) Development Engineer
Libraries, Frameworks & Software Standards
1 15 (50.00%) .NET
2 10 (33.33%) D3.js
3 2 (6.67%) JDBC
4 1 (3.33%) STL
4 1 (3.33%) Spring
4 1 (3.33%) jQuery
4 1 (3.33%) Boost C++ Libraries
Miscellaneous
1 17 (56.67%) Analytical Skills
2 16 (53.33%) Neural Network
3 15 (50.00%) Mobile App
4 10 (33.33%) Algorithms
4 10 (33.33%) Visualisation
4 10 (33.33%) Computer Science
5 8 (26.67%) Mathematics
6 6 (20.00%) Statistics
7 3 (10.00%) Applied Mathematics
8 2 (6.67%) PMI
8 2 (6.67%) Artificial Intelligence
8 2 (6.67%) Data Structures
9 1 (3.33%) Economics
9 1 (3.33%) Data Integration
Operating Systems
1 5 (16.67%) Linux
2 1 (3.33%) Embedded Linux
Processes & Methodologies
1 23 (76.67%) Agile Software Development
2 21 (70.00%) Analytics
3 17 (56.67%) Predictive Analytics
3 17 (56.67%) Performance Management
3 17 (56.67%) Business Intelligence
4 15 (50.00%) Scrum
4 15 (50.00%) Waterfall
4 15 (50.00%) Mobile Application Development
4 15 (50.00%) Kimball Methodology
5 8 (26.67%) Business Analysis
6 5 (16.67%) Data Modelling
6 5 (16.67%) Technical Architecture
7 4 (13.33%) Software Engineering
7 4 (13.33%) Bayesian Methods
8 3 (10.00%) Statistical Modelling
8 3 (10.00%) Pattern Recognition
8 3 (10.00%) Signal Processing
8 3 (10.00%) Logistic Regression
8 3 (10.00%) Operations Research
8 3 (10.00%) TDD
Programming Languages
1 15 (50.00%) R
2 12 (40.00%) Python
3 10 (33.33%) C++
4 7 (23.33%) Java
4 7 (23.33%) C
5 3 (10.00%) SQL
5 3 (10.00%) MATLAB
6 1 (3.33%) Embedded C++
6 1 (3.33%) C#
6 1 (3.33%) JavaScript
Qualifications
1 10 (33.33%) Microsoft Certification
1 10 (33.33%) Degree
2 8 (26.67%) PhD
3 2 (6.67%) PMP
3 2 (6.67%) PMI Certification
Systems Management
1 1 (3.33%) Puppet
1 1 (3.33%) Opscode Chef
Vendors
1 17 (56.67%) Microsoft
2 15 (50.00%) Tableau
2 15 (50.00%) Oracle
Oxford, Oxfordshire
ENTERPRISE RECRUITMENT LTD
Salary: £28000 to £60000 per annum - share options
Posted: 3 days ago
Maidenhead
Fenwick Ryan Ltd
Salary: £40000 - £45000 per annum + Bonus+Bens+Stock Options
Posted: 3 days ago
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Salary: £40000.00 - £45000.00 per annum + Bonus + Bens + Stock Options
Posted: 4 days ago
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CLIENT SERVER
Salary: £55k to £65k + benefits
Posted: 5 days ago