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 31 July 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
31 Jul 2015
Same period 2014 Same period 2013
Machine Learning
Rank 418 431 439
Rank change year-on-year
+13 +8
Permanent jobs citing Machine Learning 25 13 7
As % of all permanent IT jobs located in the South East 0.12% 0.057% 0.032%
As % of the Processes & Methodologies category 0.15% 0.071% 0.041%
Number of salaries quoted 25 11 5
Average salary £45,000 £42,500 £50,000
Average salary % change year-on-year
+5.88% -15.00%
90% offered a salary of more than £31,700 £35,000 £48,500
10% offered a salary of more than £50,000 £55,000 £55,000
UK excluding London average salary £45,500 £37,500 £46,250
% change year-on-year
+21.33% -18.91%
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
17191 18240 16945
As % of all permanent IT jobs located in the South East 82.90% 80.54% 76.85%
Number of salaries quoted 13980 14301 13794
Average salary £45,000 £45,000 £45,000
90% offered a salary of more than £30,500 £30,000 £30,000
10% offered a salary of more than £65,000 £66,000 £65,000
UK excluding London average salary £45,000 £42,500 £40,995
% change year-on-year
+5.88% +3.67%

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 31 July 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 31 July 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 +28 16 £40,000 - 2
Hampshire +4 8 £47,750 +12.35% 2
Machine Learning
England

Machine Learning
Top 30 Related IT Skills in the South East

For the 6 months to 31 July 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 23 (51.11%) Business Intelligence
2 22 (48.89%) Algorithms
3 21 (46.67%) Microsoft
4 20 (44.44%) Python
4 20 (44.44%) Analytical Skills
5 19 (42.22%) SQL
6 18 (40.00%) Agile Software Development
6 18 (40.00%) R
6 18 (40.00%) Big Data
6 18 (40.00%) Analytics
7 16 (35.56%) Microsoft Azure
8 15 (33.33%) Degree
8 15 (33.33%) C++
8 15 (33.33%) Tableau
9 14 (31.11%) SQL Server
9 14 (31.11%) Windows
9 14 (31.11%) Data Warehouse
9 14 (31.11%) Statistics
9 14 (31.11%) Visualisation
10 13 (28.89%) C
10 13 (28.89%) MATLAB
11 12 (26.67%) PhD
11 12 (26.67%) SQL Server Analysis Services
11 12 (26.67%) SQL Server Integration Services
11 12 (26.67%) SQL Server Reporting Services
12 11 (24.44%) Mathematics
12 11 (24.44%) QlikView
13 10 (22.22%) Hadoop
14 9 (20.00%) Software Engineering
14 9 (20.00%) Data Mining

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

For the 6 months to 31 July 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 9 (20.00%) SAS
2 7 (15.56%) Apache
2 7 (15.56%) Apache Spark
3 4 (8.89%) SharePoint
4 3 (6.67%) Apache Pig
Applications
1 8 (17.78%) MS Excel
1 8 (17.78%) PowerPivot
2 7 (15.56%) MS PowerPoint
3 6 (13.33%) SPSS
4 4 (8.89%) GNU Octave
Cloud Services
1 16 (35.56%) Microsoft Azure
2 4 (8.89%) Amazon AWS
Communications & Networking
1 4 (8.89%) DMZ
2 2 (4.44%) TCP/IP
3 1 (2.22%) HTTP
3 1 (2.22%) Firewall
3 1 (2.22%) Wireless
3 1 (2.22%) Intrusion Detection
3 1 (2.22%) Network Security
Database & Business Intelligence
1 18 (40.00%) Big Data
2 14 (31.11%) SQL Server
2 14 (31.11%) Data Warehouse
3 12 (26.67%) SQL Server Reporting Services
3 12 (26.67%) SQL Server Integration Services
3 12 (26.67%) SQL Server Analysis Services
4 11 (24.44%) QlikView
5 10 (22.22%) Hadoop
6 9 (20.00%) Data Mining
7 8 (17.78%) HDInsight
8 5 (11.11%) NoSQL
8 5 (11.11%) OLAP
9 4 (8.89%) Microsoft Analysis Services
9 4 (8.89%) Azure SQL Database
9 4 (8.89%) Couchbase
9 4 (8.89%) Apache Cassandra
10 3 (6.67%) Apache Hive
11 2 (4.44%) Relational Database
Development Applications
1 4 (8.89%) SQL Server Management Studio (SSMS)
2 1 (2.22%) Git (software)
General
1 8 (17.78%) Finance
2 3 (6.67%) Retail
2 3 (6.67%) Marketing
Job Titles
1 9 (20.00%) Developer
2 8 (17.78%) Analyst
2 8 (17.78%) Business Intelligence Developer
3 6 (13.33%) Data Scientist
3 6 (13.33%) Consultant
4 5 (11.11%) Business Developer
4 5 (11.11%) Software Engineer
4 5 (11.11%) Research Engineer
4 5 (11.11%) Insight Analyst
5 4 (8.89%) Microsoft BI Consultant
5 4 (8.89%) Business Consultant
5 4 (8.89%) Microsoft Consultant
5 4 (8.89%) Project Manager
5 4 (8.89%) Business Intelligence Consultant
5 4 (8.89%) Senior Manager
5 4 (8.89%) Principal Consultant
5 4 (8.89%) Senior Project Manager
6 3 (6.67%) Junior
6 3 (6.67%) Junior Developer
6 3 (6.67%) Junior Business Intelligence Developer
Libraries, Frameworks & Software Standards
1 9 (20.00%) .NET
2 4 (8.89%) ASP.NET Web API
2 4 (8.89%) Web Services
2 4 (8.89%) WCF
3 1 (2.22%) Boost C++ Libraries
3 1 (2.22%) Regular Expression
3 1 (2.22%) STL
Miscellaneous
1 22 (48.89%) Algorithms
2 20 (44.44%) Analytical Skills
3 14 (31.11%) Visualisation
3 14 (31.11%) Statistics
4 11 (24.44%) Mathematics
5 8 (17.78%) Computer Science
5 8 (17.78%) Blog
6 6 (13.33%) Physics
6 6 (13.33%) Neural Network
7 5 (11.11%) Economics
7 5 (11.11%) Biometrics
7 5 (11.11%) Embedded Systems
7 5 (11.11%) Telematics
8 4 (8.89%) Mobile App
8 4 (8.89%) GIS
8 4 (8.89%) PMI
9 2 (4.44%) Applied Mathematics
9 2 (4.44%) Data Integration
10 1 (2.22%) Data Structures
10 1 (2.22%) Artificial Intelligence
Operating Systems
1 14 (31.11%) Windows
2 8 (17.78%) Linux
3 2 (4.44%) UNIX
Processes & Methodologies
1 23 (51.11%) Business Intelligence
2 18 (40.00%) Agile Software Development
2 18 (40.00%) Analytics
3 9 (20.00%) Kimball Methodology
3 9 (20.00%) Software Engineering
4 8 (17.78%) Data Modelling
4 8 (17.78%) Predictive Analytics
4 8 (17.78%) Performance Management
5 6 (13.33%) Business Analysis
6 5 (11.11%) SOA
6 5 (11.11%) ETL
6 5 (11.11%) Logistic Regression
6 5 (11.11%) Signal Processing
6 5 (11.11%) Data Visualisation
6 5 (11.11%) Inmon Methodology
6 5 (11.11%) Statistical Modelling
6 5 (11.11%) Performance Tuning
6 5 (11.11%) Kalman Filter
6 5 (11.11%) Bayesian Methods
7 4 (8.89%) CRUD
Programming Languages
1 20 (44.44%) Python
2 19 (42.22%) SQL
3 18 (40.00%) R
4 15 (33.33%) C++
5 13 (28.89%) C
5 13 (28.89%) MATLAB
6 5 (11.11%) C#
6 5 (11.11%) T-SQL
7 4 (8.89%) VBA
7 4 (8.89%) Java
8 1 (2.22%) Perl
8 1 (2.22%) Ruby
8 1 (2.22%) PowerShell
Qualifications
1 15 (33.33%) Degree
2 12 (26.67%) PhD
3 4 (8.89%) Microsoft Certification
3 4 (8.89%) PMP
3 4 (8.89%) PMI Certification
4 2 (4.44%) SC Cleared
4 2 (4.44%) Security Cleared
5 1 (2.22%) DV Cleared
System Software
1 1 (2.22%) Active Directory
Vendors
1 21 (46.67%) Microsoft
2 15 (33.33%) Tableau
3 4 (8.89%) Oracle
3 4 (8.89%) Google
3 4 (8.89%) Red Gate
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