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 1 May 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
1 May 2015
Same period 2014 Same period 2013
Machine Learning
Rank 429 419 448
Rank change year-on-year
-10 +29
Permanent jobs citing Machine Learning 20 36 2
As % of all permanent IT jobs located in the South East 0.094% 0.15% 0.009%
As % of the Processes & Methodologies category 0.12% 0.19% 0.011%
Number of salaries quoted 16 28 2
Average salary £60,000 £42,500 £49,000
Average salary % change year-on-year
+41.17% -13.26%
90% offered a salary of more than £32,500 £37,500 £40,200
10% offered a salary of more than £87,500 £60,000 £57,800
UK excluding London average salary £55,000 £42,500 £44,000
% change year-on-year
+29.41% -3.40%
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
17300 18774 17637
As % of all permanent IT jobs located in the South East 81.35% 79.87% 77.18%
Number of salaries quoted 13600 14917 14298
Average salary £47,000 £45,000 £44,500
Average salary % change year-on-year
+4.44% +1.12%
90% offered a salary of more than £30,000 £30,000 £30,000
10% offered a salary of more than £67,500 £65,000 £65,000
UK excluding London average salary £44,000 £42,500 £40,000
% change year-on-year
+3.52% +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 1 May 2015.

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 1 May 2015. 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 +23 10 £75,000 +57.89%
Oxfordshire 0 6 £32,500 -23.52% 1
Berkshire - 3 £85,000 -
Hampshire -11 1 - - 2
Machine Learning
England

Machine Learning
Top 30 Related IT Skills in the South East

For the 6 months to 1 May 2015, 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 43 (72.88%) Agile Software Development
2 32 (54.24%) Analytics
3 30 (50.85%) Big Data
4 27 (45.76%) Microsoft Azure
4 27 (45.76%) Predictive Analytics
4 27 (45.76%) Performance Management
4 27 (45.76%) Business Intelligence
4 27 (45.76%) Microsoft
4 27 (45.76%) SQL Server
4 27 (45.76%) HDInsight
5 26 (44.07%) Analytical Skills
5 26 (44.07%) Data Warehouse
6 24 (40.68%) Neural Network
6 24 (40.68%) Tableau
6 24 (40.68%) R
7 22 (37.29%) C++
7 22 (37.29%) .NET
8 21 (35.59%) Scrum
8 21 (35.59%) Oracle
8 21 (35.59%) SharePoint
8 21 (35.59%) Mobile App
8 21 (35.59%) Mobile Application Development
8 21 (35.59%) Waterfall
8 21 (35.59%) QlikView
8 21 (35.59%) SQL Server Analysis Services
8 21 (35.59%) SQL Server Integration Services
8 21 (35.59%) SQL Server Reporting Services
8 21 (35.59%) Algorithms
8 21 (35.59%) Kimball Methodology
9 18 (30.51%) Visualisation

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

For the 6 months to 1 May 2015, 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 21 (35.59%) SharePoint
2 8 (13.56%) SAS
3 3 (5.08%) Apache Pig
Applications
1 5 (8.47%) SPSS
2 2 (3.39%) MS Excel
Cloud Services
1 27 (45.76%) Microsoft Azure
Communications & Networking
1 6 (10.17%) TCP/IP
2 5 (8.47%) SNMP
3 3 (5.08%) Intrusion Detection
3 3 (5.08%) Firewall
4 1 (1.69%) HTTP
Database & Business Intelligence
1 30 (50.85%) Big Data
2 27 (45.76%) SQL Server
2 27 (45.76%) HDInsight
3 26 (44.07%) Data Warehouse
4 21 (35.59%) QlikView
4 21 (35.59%) SQL Server Analysis Services
4 21 (35.59%) SQL Server Integration Services
4 21 (35.59%) SQL Server Reporting Services
5 11 (18.64%) Data Mining
6 5 (8.47%) SQL Server 2012
6 5 (8.47%) SQL Server 2008
6 5 (8.47%) SQL Server 2005
6 5 (8.47%) Relational Database
7 4 (6.78%) Hadoop
8 3 (5.08%) Apache Hive
9 2 (3.39%) NoSQL
10 1 (1.69%) HBase
10 1 (1.69%) MySQL
Development Applications
1 1 (1.69%) Subversion
1 1 (1.69%) Ant
General
1 4 (6.78%) Marketing
2 3 (5.08%) Retail
Job Titles
1 22 (37.29%) Consultant
2 21 (35.59%) Business Intelligence Consultant
2 21 (35.59%) Business Consultant
2 21 (35.59%) Microsoft BI Consultant
2 21 (35.59%) Microsoft Consultant
3 11 (18.64%) Principal Consultant
4 8 (13.56%) Research Engineer
5 6 (10.17%) Senior Project Manager
5 6 (10.17%) Project Manager
5 6 (10.17%) Developer
5 6 (10.17%) Senior Manager
5 6 (10.17%) Data Scientist
6 5 (8.47%) Senior Business Intelligence Consultant
6 5 (8.47%) Enterprise Data Architect
6 5 (8.47%) Senior Microsoft Consultant
6 5 (8.47%) Data Architect
6 5 (8.47%) Senior Consultant
6 5 (8.47%) Architect
6 5 (8.47%) Enterprise Architect
6 5 (8.47%) Senior Business Consultant
Libraries, Frameworks & Software Standards
1 22 (37.29%) .NET
2 10 (16.95%) D3.js
3 3 (5.08%) Boost C++ Libraries
3 3 (5.08%) STL
4 1 (1.69%) jQuery
4 1 (1.69%) Spring
Miscellaneous
1 26 (44.07%) Analytical Skills
2 24 (40.68%) Neural Network
3 21 (35.59%) Mobile App
3 21 (35.59%) Algorithms
4 18 (30.51%) Visualisation
5 16 (27.12%) Computer Science
5 16 (27.12%) Statistics
6 11 (18.64%) Mathematics
7 7 (11.86%) Biometrics
8 6 (10.17%) Machine to Machine
8 6 (10.17%) PMI
9 5 (8.47%) Applied Mathematics
9 5 (8.47%) Data Structures
10 3 (5.08%) Artificial Intelligence
10 3 (5.08%) Physics
10 3 (5.08%) Data Integration
10 3 (5.08%) Economics
Operating Systems
1 13 (22.03%) Linux
2 6 (10.17%) Windows
3 5 (8.47%) CentOS
4 2 (3.39%) Embedded Linux
5 1 (1.69%) UNIX
Processes & Methodologies
1 43 (72.88%) Agile Software Development
2 32 (54.24%) Analytics
3 27 (45.76%) Predictive Analytics
3 27 (45.76%) Performance Management
3 27 (45.76%) Business Intelligence
4 21 (35.59%) Scrum
4 21 (35.59%) Mobile Application Development
4 21 (35.59%) Waterfall
4 21 (35.59%) Kimball Methodology
5 16 (27.12%) Business Analysis
6 11 (18.64%) Data Modelling
6 11 (18.64%) Technical Architecture
7 8 (13.56%) Statistical Modelling
7 8 (13.56%) Signal Processing
7 8 (13.56%) Logistic Regression
8 7 (11.86%) Kalman Filter
9 6 (10.17%) Project Management
9 6 (10.17%) PRINCE
9 6 (10.17%) PRINCE2
9 6 (10.17%) Project Planning
Programming Languages
1 24 (40.68%) R
2 22 (37.29%) C++
3 17 (28.81%) Python
3 17 (28.81%) C
4 12 (20.34%) SQL
5 8 (13.56%) Java
5 8 (13.56%) MATLAB
6 2 (3.39%) Embedded C++
7 1 (1.69%) Ruby
7 1 (1.69%) JavaScript
7 1 (1.69%) C#
Qualifications
1 16 (27.12%) PhD
2 11 (18.64%) Degree
3 10 (16.95%) Microsoft Certification
4 6 (10.17%) PMP
4 6 (10.17%) PMI Certification
5 2 (3.39%) SC Cleared
5 2 (3.39%) Security Cleared
6 1 (1.69%) DV Cleared
System Software
1 6 (10.17%) Active Directory
Systems Management
1 1 (1.69%) Puppet
1 1 (1.69%) Opscode Chef
Vendors
1 27 (45.76%) Microsoft
2 24 (40.68%) Tableau
3 21 (35.59%) Oracle
Hook, Hampshire
Spectrum IT Recruitment (South) Ltd
Salary: £35000 - £56000 per annum
Posted: 4 days ago
Hampshire
Executive Recruitment Services (ERS)
Posted: 5 days ago
Abingdon
Real Staffing
Salary: £35000 - £45000 per annum + competitive
Posted: 17 days ago