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 29 January 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
29 Jan 2015
Same period 2014 Same period 2013
Machine Learning
Rank 391 398 433
Rank change year-on-year
+7 +35
Permanent jobs citing Machine Learning 39 12 14
As % of all permanent IT jobs located in the South East 0.19% 0.059% 0.063%
As % of the Processes & Methodologies category 0.24% 0.074% 0.081%
Number of salaries quoted 36 12 14
Average salary £55,000 £32,500 £38,000
Average salary % change year-on-year
+69.23% -14.47%
90% offered a salary of more than £35,000 £30,000 £32,500
10% offered a salary of more than £75,000 £57,750 £54,250
UK excluding London average salary £45,000 £37,500 £37,500
% change year-on-year
+20.00% -
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
16532 16239 17318
As % of all permanent IT jobs located in the South East 80.91% 80.24% 77.96%
Number of salaries quoted 13340 12832 14779
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 £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 29 January 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 29 January 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 +9 20 £55,000 +46.66%
Oxfordshire +7 10 £55,000 -8.33% 2
Berkshire - 6 £42,500 - 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 29 January 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 31 (75.61%) Agile Software Development
2 23 (56.10%) SQL Server
3 22 (53.66%) Big Data
3 22 (53.66%) Analytics
4 20 (48.78%) Data Warehouse
5 19 (46.34%) Business Intelligence
5 19 (46.34%) Microsoft
5 19 (46.34%) Microsoft Azure
5 19 (46.34%) Predictive Analytics
5 19 (46.34%) Performance Management
5 19 (46.34%) Analytical Skills
6 18 (43.90%) Neural Network
6 18 (43.90%) .NET
7 17 (41.46%) Oracle
7 17 (41.46%) Scrum
7 17 (41.46%) SharePoint
7 17 (41.46%) SQL Server Reporting Services
7 17 (41.46%) SQL Server Integration Services
7 17 (41.46%) QlikView
7 17 (41.46%) SQL Server Analysis Services
7 17 (41.46%) Waterfall
7 17 (41.46%) R
7 17 (41.46%) Mobile App
7 17 (41.46%) Mobile Application Development
7 17 (41.46%) Tableau
7 17 (41.46%) Kimball Methodology
8 13 (31.71%) Visualisation
8 13 (31.71%) C++
8 13 (31.71%) Linux
9 12 (29.27%) Python

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

For the 6 months to 29 January 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 17 (41.46%) SharePoint
2 3 (7.32%) SAS
Applications
1 3 (7.32%) SPSS
2 2 (4.88%) MS Excel
Cloud Services
1 19 (46.34%) Microsoft Azure
Communications & Networking
1 5 (12.20%) SNMP
1 5 (12.20%) TCP/IP
2 3 (7.32%) Firewall
2 3 (7.32%) Intrusion Detection
Database & Business Intelligence
1 23 (56.10%) SQL Server
2 22 (53.66%) Big Data
3 20 (48.78%) Data Warehouse
4 17 (41.46%) SQL Server Reporting Services
4 17 (41.46%) SQL Server Integration Services
4 17 (41.46%) QlikView
4 17 (41.46%) SQL Server Analysis Services
5 6 (14.63%) Data Mining
6 5 (12.20%) SQL Server 2005
6 5 (12.20%) SQL Server 2008
6 5 (12.20%) SQL Server 2012
7 3 (7.32%) Relational Database
7 3 (7.32%) Hadoop
8 2 (4.88%) Apache Hive
8 2 (4.88%) NoSQL
8 2 (4.88%) PostgreSQL
9 1 (2.44%) MySQL
9 1 (2.44%) HBase
Development Applications
1 2 (4.88%) Git (software)
1 2 (4.88%) PyUnit
1 2 (4.88%) JUnit
2 1 (2.44%) Subversion
2 1 (2.44%) Ant
General
1 1 (2.44%) Marketing
Job Titles
1 17 (41.46%) Business Consultant
1 17 (41.46%) Consultant
1 17 (41.46%) Business Intelligence Consultant
1 17 (41.46%) Microsoft Consultant
1 17 (41.46%) Microsoft BI Consultant
2 7 (17.07%) Principal Consultant
3 5 (12.20%) Senior Business Consultant
3 5 (12.20%) Senior Microsoft Consultant
3 5 (12.20%) Senior Business Intelligence Consultant
3 5 (12.20%) Developer
3 5 (12.20%) Senior Consultant
4 3 (7.32%) Data Architect
4 3 (7.32%) Senior Developer
4 3 (7.32%) Architect
4 3 (7.32%) Applications Support
4 3 (7.32%) Enterprise Architect
4 3 (7.32%) Research Engineer
4 3 (7.32%) Data Scientist
4 3 (7.32%) Enterprise Data Architect
5 2 (4.88%) Development Engineer
Libraries, Frameworks & Software Standards
1 18 (43.90%) .NET
2 10 (24.39%) D3.js
3 2 (4.88%) Boost C++ Libraries
3 2 (4.88%) JDBC
3 2 (4.88%) STL
4 1 (2.44%) jQuery
4 1 (2.44%) Spring
Miscellaneous
1 19 (46.34%) Analytical Skills
2 18 (43.90%) Neural Network
3 17 (41.46%) Mobile App
4 13 (31.71%) Visualisation
5 12 (29.27%) Algorithms
6 10 (24.39%) Computer Science
7 6 (14.63%) Mathematics
7 6 (14.63%) Statistics
7 6 (14.63%) Machine to Machine
8 4 (9.76%) Data Structures
9 3 (7.32%) Applied Mathematics
9 3 (7.32%) Artificial Intelligence
10 2 (4.88%) PMI
10 2 (4.88%) Biometrics
11 1 (2.44%) Data Integration
11 1 (2.44%) Economics
Operating Systems
1 13 (31.71%) Linux
2 6 (14.63%) Windows
3 5 (12.20%) CentOS
4 2 (4.88%) Embedded Linux
Processes & Methodologies
1 31 (75.61%) Agile Software Development
2 22 (53.66%) Analytics
3 19 (46.34%) Business Intelligence
3 19 (46.34%) Predictive Analytics
3 19 (46.34%) Performance Management
4 17 (41.46%) Scrum
4 17 (41.46%) Waterfall
4 17 (41.46%) Mobile Application Development
4 17 (41.46%) Kimball Methodology
5 10 (24.39%) Business Analysis
6 7 (17.07%) Technical Architecture
7 6 (14.63%) Data Modelling
7 6 (14.63%) Software Engineering
8 5 (12.20%) SIEM
9 3 (7.32%) Linear Regression
9 3 (7.32%) Database Theory
9 3 (7.32%) Relational Database Theory
9 3 (7.32%) TDD
9 3 (7.32%) Data Management
9 3 (7.32%) Cyber Security
Programming Languages
1 17 (41.46%) R
2 13 (31.71%) C++
3 12 (29.27%) Python
4 9 (21.95%) C
5 7 (17.07%) Java
5 7 (17.07%) SQL
6 3 (7.32%) MATLAB
7 2 (4.88%) Embedded C++
8 1 (2.44%) JavaScript
8 1 (2.44%) C#
Qualifications
1 10 (24.39%) Microsoft Certification
2 9 (21.95%) PhD
3 8 (19.51%) Degree
4 2 (4.88%) PMP
4 2 (4.88%) PMI Certification
5 1 (2.44%) SC Cleared
5 1 (2.44%) Security Cleared
System Software
1 6 (14.63%) Active Directory
Systems Management
1 1 (2.44%) Puppet
1 1 (2.44%) Opscode Chef
Vendors
1 19 (46.34%) Microsoft
2 17 (41.46%) Oracle
2 17 (41.46%) Tableau
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