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 6 March 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
6 Mar 2015
Same period 2014 Same period 2013
Machine Learning
Rank 409 405 414
Rank change year-on-year
-4 +9
Permanent jobs citing Machine Learning 30 19 16
As % of all permanent IT jobs located in the South East 0.15% 0.092% 0.076%
As % of the Processes & Methodologies category 0.18% 0.11% 0.098%
Number of salaries quoted 25 19 16
Average salary £42,500 £42,500 £38,000
Average salary % change year-on-year
- +11.84%
90% offered a salary of more than £32,500 £29,500 £32,500
10% offered a salary of more than £82,750 £60,000 £55,000
UK excluding London average salary £40,000 £37,500 £38,000
% change year-on-year
+6.66% -1.31%
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
16235 16583 16331
As % of all permanent IT jobs located in the South East 81.32% 80.54% 78.08%
Number of salaries quoted 13075 13019 13455
Average salary £45,000 £45,000 £43,500
Average salary % change year-on-year
- +3.44%
90% offered a salary of more than £30,000 £30,000 £30,000
10% offered a salary of more than £67,500 £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 6 March 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 6 March 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
Oxfordshire +19 12 £35,000 -41.66% 2
Surrey -2 10 £85,000 +78.94%
Berkshire - 6 £42,500 -
Hampshire -14 1 - - 1
Middlesex - 1 - -
Machine Learning
England

Machine Learning
Top 30 Related IT Skills in the South East

For the 6 months to 6 March 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 38 (74.51%) Agile Software Development
2 28 (54.90%) Analytics
3 26 (50.98%) Big Data
4 25 (49.02%) SQL Server
5 24 (47.06%) Data Warehouse
6 23 (45.10%) Business Intelligence
6 23 (45.10%) Microsoft
6 23 (45.10%) Microsoft Azure
6 23 (45.10%) Predictive Analytics
6 23 (45.10%) Performance Management
7 22 (43.14%) Neural Network
8 21 (41.18%) C++
8 21 (41.18%) Analytical Skills
9 20 (39.22%) .NET
10 19 (37.25%) Scrum
10 19 (37.25%) Oracle
10 19 (37.25%) SharePoint
10 19 (37.25%) SQL Server Integration Services
10 19 (37.25%) SQL Server Reporting Services
10 19 (37.25%) QlikView
10 19 (37.25%) Waterfall
10 19 (37.25%) SQL Server Analysis Services
10 19 (37.25%) R
10 19 (37.25%) Tableau
10 19 (37.25%) Kimball Methodology
10 19 (37.25%) Mobile App
10 19 (37.25%) Mobile Application Development
11 17 (33.33%) Visualisation
11 17 (33.33%) Algorithms
12 16 (31.37%) C

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

For the 6 months to 6 March 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 19 (37.25%) SharePoint
2 5 (9.80%) SAS
Applications
1 5 (9.80%) SPSS
2 2 (3.92%) MS Excel
Cloud Services
1 23 (45.10%) Microsoft Azure
Communications & Networking
1 6 (11.76%) TCP/IP
2 5 (9.80%) SNMP
3 3 (5.88%) Firewall
3 3 (5.88%) Intrusion Detection
4 1 (1.96%) HTTP
Database & Business Intelligence
1 26 (50.98%) Big Data
2 25 (49.02%) SQL Server
3 24 (47.06%) Data Warehouse
4 19 (37.25%) SQL Server Reporting Services
4 19 (37.25%) SQL Server Integration Services
4 19 (37.25%) QlikView
4 19 (37.25%) SQL Server Analysis Services
5 8 (15.69%) Data Mining
6 5 (9.80%) SQL Server 2005
6 5 (9.80%) SQL Server 2008
6 5 (9.80%) SQL Server 2012
6 5 (9.80%) Relational Database
7 2 (3.92%) NoSQL
8 1 (1.96%) HBase
8 1 (1.96%) MySQL
8 1 (1.96%) Hadoop
Development Applications
1 1 (1.96%) Ant
1 1 (1.96%) Subversion
General
1 1 (1.96%) Marketing
Job Titles
1 20 (39.22%) Consultant
2 19 (37.25%) Business Intelligence Consultant
2 19 (37.25%) Business Consultant
2 19 (37.25%) Microsoft Consultant
2 19 (37.25%) Microsoft BI Consultant
3 9 (17.65%) Principal Consultant
4 7 (13.73%) Research Engineer
5 6 (11.76%) Developer
6 5 (9.80%) Senior Consultant
6 5 (9.80%) Architect
6 5 (9.80%) Data Architect
6 5 (9.80%) Senior Business Intelligence Consultant
6 5 (9.80%) Enterprise Data Architect
6 5 (9.80%) Senior Microsoft Consultant
6 5 (9.80%) Senior Business Consultant
6 5 (9.80%) Enterprise Architect
7 4 (7.84%) Project Manager
7 4 (7.84%) Senior Project Manager
7 4 (7.84%) Senior Manager
8 3 (5.88%) Senior Developer
Libraries, Frameworks & Software Standards
1 20 (39.22%) .NET
2 10 (19.61%) D3.js
3 3 (5.88%) Boost C++ Libraries
3 3 (5.88%) STL
4 1 (1.96%) Spring
4 1 (1.96%) jQuery
Miscellaneous
1 22 (43.14%) Neural Network
2 21 (41.18%) Analytical Skills
3 19 (37.25%) Mobile App
4 17 (33.33%) Visualisation
4 17 (33.33%) Algorithms
5 13 (25.49%) Computer Science
6 12 (23.53%) Statistics
7 8 (15.69%) Mathematics
8 6 (11.76%) Biometrics
8 6 (11.76%) Machine to Machine
9 5 (9.80%) Data Structures
9 5 (9.80%) Applied Mathematics
10 4 (7.84%) PMI
11 3 (5.88%) Data Integration
11 3 (5.88%) Artificial Intelligence
11 3 (5.88%) Economics
Operating Systems
1 13 (25.49%) Linux
2 6 (11.76%) Windows
3 5 (9.80%) CentOS
4 2 (3.92%) Embedded Linux
5 1 (1.96%) UNIX
Processes & Methodologies
1 38 (74.51%) Agile Software Development
2 28 (54.90%) Analytics
3 23 (45.10%) Predictive Analytics
3 23 (45.10%) Performance Management
3 23 (45.10%) Business Intelligence
4 19 (37.25%) Scrum
4 19 (37.25%) Waterfall
4 19 (37.25%) Mobile Application Development
4 19 (37.25%) Kimball Methodology
5 14 (27.45%) Business Analysis
6 9 (17.65%) Technical Architecture
7 8 (15.69%) Data Modelling
8 7 (13.73%) Signal Processing
9 6 (11.76%) SIEM
9 6 (11.76%) Kalman Filter
9 6 (11.76%) Software Engineering
10 5 (9.80%) Operations Research
10 5 (9.80%) Data Management
10 5 (9.80%) Data Analysis
10 5 (9.80%) Statistical Modelling
Programming Languages
1 21 (41.18%) C++
2 19 (37.25%) R
3 16 (31.37%) C
4 14 (27.45%) Python
5 9 (17.65%) SQL
6 8 (15.69%) Java
7 7 (13.73%) MATLAB
8 2 (3.92%) Embedded C++
9 1 (1.96%) Ruby
9 1 (1.96%) JavaScript
9 1 (1.96%) C#
Qualifications
1 15 (29.41%) PhD
2 10 (19.61%) Microsoft Certification
3 8 (15.69%) Degree
4 4 (7.84%) PMP
4 4 (7.84%) PMI Certification
5 2 (3.92%) SC Cleared
5 2 (3.92%) Security Cleared
5 2 (3.92%) VCP4
6 1 (1.96%) DV Cleared
System Software
1 6 (11.76%) Active Directory
Systems Management
1 1 (1.96%) Puppet
1 1 (1.96%) Opscode Chef
Vendors
1 23 (45.10%) Microsoft
2 19 (37.25%) Tableau
2 19 (37.25%) Oracle
Hampshire
Executive Recruitment Services (ERS)
Posted: 12 hours ago
Abingdon, Oxfordshire
IT Executive Ltd
Salary: £35000 - £50000 per annum + DOE
Posted: 2 days ago
Abingdon, Oxfordshire
IT Connections
Salary: £30,000 to £35,000
Posted: 3 days ago