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

Location
3 months to
27 Mar 2015
Same period 2014 Same period 2013
Machine Learning
Rank 412 412 430
Rank change year-on-year
0 +18
Permanent jobs citing Machine Learning 29 23 12
As % of all permanent IT jobs located in the South East 0.14% 0.10% 0.055%
As % of the Processes & Methodologies category 0.17% 0.13% 0.070%
Number of salaries quoted 25 20 12
Average salary £45,000 £42,500 £38,000
Average salary % change year-on-year
+5.88% +11.84%
90% offered a salary of more than £32,500 £29,750 £33,050
10% offered a salary of more than £87,500 £60,000 £55,000
UK excluding London average salary £40,000 £42,500 £38,000
% change year-on-year
-5.88% +11.84%
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
17037 17861 17139
As % of all permanent IT jobs located in the South East 81.79% 80.30% 78.10%
Number of salaries quoted 13607 14066 13977
Average salary £46,500 £45,000 £43,670
Average salary % change year-on-year
+3.33% +3.04%
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 £43,275 £42,500 £40,000
% change year-on-year
+1.82% +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 27 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 27 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
Surrey +11 12 £86,250 +72.50%
Oxfordshire +10 12 £33,750 -20.58%
Berkshire - 4 £45,000 -
Hampshire -5 1 - - 1
Machine Learning
England

Machine Learning
Top 30 Related IT Skills in the South East

For the 6 months to 27 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 43 (74.14%) Agile Software Development
2 32 (55.17%) Analytics
3 30 (51.72%) Big Data
4 27 (46.55%) Microsoft Azure
4 27 (46.55%) Predictive Analytics
4 27 (46.55%) Performance Management
4 27 (46.55%) Business Intelligence
4 27 (46.55%) Microsoft
4 27 (46.55%) SQL Server
5 26 (44.83%) Data Warehouse
6 25 (43.10%) Analytical Skills
7 24 (41.38%) Neural Network
8 23 (39.66%) Tableau
8 23 (39.66%) R
9 22 (37.93%) C++
9 22 (37.93%) .NET
10 21 (36.21%) Scrum
10 21 (36.21%) Oracle
10 21 (36.21%) SharePoint
10 21 (36.21%) Kimball Methodology
10 21 (36.21%) Waterfall
10 21 (36.21%) QlikView
10 21 (36.21%) SQL Server Analysis Services
10 21 (36.21%) SQL Server Integration Services
10 21 (36.21%) SQL Server Reporting Services
10 21 (36.21%) Mobile App
10 21 (36.21%) Mobile Application Development
11 20 (34.48%) Algorithms
12 18 (31.03%) Visualisation
13 17 (29.31%) C

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

For the 6 months to 27 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 21 (36.21%) SharePoint
2 7 (12.07%) SAS
3 2 (3.45%) Apache Pig
Applications
1 5 (8.62%) SPSS
2 2 (3.45%) MS Excel
Cloud Services
1 27 (46.55%) Microsoft Azure
Communications & Networking
1 6 (10.34%) TCP/IP
2 5 (8.62%) SNMP
3 3 (5.17%) Firewall
3 3 (5.17%) Intrusion Detection
4 1 (1.72%) HTTP
Database & Business Intelligence
1 30 (51.72%) Big Data
2 27 (46.55%) SQL Server
3 26 (44.83%) Data Warehouse
4 21 (36.21%) SQL Server Reporting Services
4 21 (36.21%) SQL Server Integration Services
4 21 (36.21%) QlikView
4 21 (36.21%) SQL Server Analysis Services
5 10 (17.24%) Data Mining
6 5 (8.62%) SQL Server 2005
6 5 (8.62%) SQL Server 2012
6 5 (8.62%) Relational Database
6 5 (8.62%) SQL Server 2008
7 3 (5.17%) Hadoop
8 2 (3.45%) Apache Hive
8 2 (3.45%) NoSQL
9 1 (1.72%) HBase
9 1 (1.72%) MySQL
Development Applications
1 1 (1.72%) Ant
1 1 (1.72%) Subversion
General
1 3 (5.17%) Marketing
2 2 (3.45%) Retail
Job Titles
1 22 (37.93%) Consultant
2 21 (36.21%) Business Intelligence Consultant
2 21 (36.21%) Business Consultant
2 21 (36.21%) Microsoft Consultant
2 21 (36.21%) Microsoft BI Consultant
3 11 (18.97%) Principal Consultant
4 8 (13.79%) Research Engineer
5 6 (10.34%) Senior Project Manager
5 6 (10.34%) Project Manager
5 6 (10.34%) Developer
5 6 (10.34%) Senior Manager
6 5 (8.62%) Senior Consultant
6 5 (8.62%) Data Architect
6 5 (8.62%) Architect
6 5 (8.62%) Senior Business Intelligence Consultant
6 5 (8.62%) Enterprise Data Architect
6 5 (8.62%) Data Scientist
6 5 (8.62%) Senior Microsoft Consultant
6 5 (8.62%) Senior Business Consultant
6 5 (8.62%) Enterprise Architect
Libraries, Frameworks & Software Standards
1 22 (37.93%) .NET
2 10 (17.24%) D3.js
3 3 (5.17%) Boost C++ Libraries
3 3 (5.17%) STL
4 1 (1.72%) Spring
4 1 (1.72%) jQuery
Miscellaneous
1 25 (43.10%) Analytical Skills
2 24 (41.38%) Neural Network
3 21 (36.21%) Mobile App
4 20 (34.48%) Algorithms
5 18 (31.03%) Visualisation
6 15 (25.86%) Computer Science
6 15 (25.86%) Statistics
7 10 (17.24%) Mathematics
8 7 (12.07%) Biometrics
9 6 (10.34%) PMI
9 6 (10.34%) Machine to Machine
10 5 (8.62%) Data Structures
10 5 (8.62%) Applied Mathematics
11 3 (5.17%) Artificial Intelligence
11 3 (5.17%) Economics
11 3 (5.17%) Data Integration
12 2 (3.45%) Physics
Operating Systems
1 13 (22.41%) Linux
2 6 (10.34%) Windows
3 5 (8.62%) CentOS
4 2 (3.45%) Embedded Linux
5 1 (1.72%) UNIX
Processes & Methodologies
1 43 (74.14%) Agile Software Development
2 32 (55.17%) Analytics
3 27 (46.55%) Performance Management
3 27 (46.55%) Predictive Analytics
3 27 (46.55%) Business Intelligence
4 21 (36.21%) Scrum
4 21 (36.21%) Waterfall
4 21 (36.21%) Mobile Application Development
4 21 (36.21%) Kimball Methodology
5 16 (27.59%) Business Analysis
6 11 (18.97%) Technical Architecture
7 10 (17.24%) Data Modelling
8 8 (13.79%) Signal Processing
9 7 (12.07%) Logistic Regression
9 7 (12.07%) Statistical Modelling
9 7 (12.07%) Kalman Filter
10 6 (10.34%) Data Analytics
10 6 (10.34%) Big Data Analytics
10 6 (10.34%) Project Planning
10 6 (10.34%) SIEM
Programming Languages
1 23 (39.66%) R
2 22 (37.93%) C++
3 17 (29.31%) C
4 16 (27.59%) Python
5 11 (18.97%) SQL
6 8 (13.79%) MATLAB
6 8 (13.79%) Java
7 2 (3.45%) Embedded C++
8 1 (1.72%) Ruby
8 1 (1.72%) JavaScript
8 1 (1.72%) C#
Qualifications
1 16 (27.59%) PhD
2 10 (17.24%) Microsoft Certification
2 10 (17.24%) Degree
3 6 (10.34%) PMP
3 6 (10.34%) PMI Certification
4 2 (3.45%) SC Cleared
4 2 (3.45%) Security Cleared
5 1 (1.72%) DV Cleared
System Software
1 6 (10.34%) Active Directory
Systems Management
1 1 (1.72%) Puppet
1 1 (1.72%) Opscode Chef
Vendors
1 27 (46.55%) Microsoft
2 23 (39.66%) Tableau
3 21 (36.21%) Oracle
Hampshire
Executive Recruitment Services (ERS)
Posted: 4 days ago