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

Location
3 months to
31 Aug 2015
Same period 2014 Same period 2013
Machine Learning
Rank 416 449 416
Rank change year-on-year
+33 -33
Permanent jobs citing Machine Learning 28 9 9
As % of all permanent IT jobs located in the South East 0.13% 0.040% 0.042%
As % of the Processes & Methodologies category 0.16% 0.050% 0.054%
Number of salaries quoted 28 7 7
Average salary £45,000 £42,500 £47,500
Average salary % change year-on-year
+5.88% -10.52%
90% offered a salary of more than £31,850 £35,000 £44,500
10% offered a salary of more than £57,250 £49,000 £55,000
UK excluding London average salary £50,000 £37,500 £45,000
% change year-on-year
+33.33% -16.66%
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
17514 18044 16603
As % of all permanent IT jobs located in the South East 83.11% 80.98% 78.28%
Number of salaries quoted 14355 13966 13497
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 £65,000 £67,500
UK excluding London average salary £45,000 £42,500 £41,500
% change year-on-year
+5.88% +2.40%

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 August 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 August 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 +16 18 £40,000 -
Hampshire +30 8 £50,000 +17.64% 1
Oxfordshire -3 1 £75,000 - 1
Machine Learning
England

Machine Learning
Top 30 Related IT Skills in the South East

For the 6 months to 31 August 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 (54.76%) Business Intelligence
1 23 (54.76%) R
1 23 (54.76%) Analytical Skills
2 22 (52.38%) Microsoft
2 22 (52.38%) Python
3 21 (50.00%) SQL
4 19 (45.24%) Analytics
5 18 (42.86%) Algorithms
6 16 (38.10%) Tableau
7 15 (35.71%) Big Data
8 14 (33.33%) Microsoft Azure
8 14 (33.33%) Degree
8 14 (33.33%) SQL Server
8 14 (33.33%) Windows
9 13 (30.95%) Mathematics
9 13 (30.95%) Hadoop
9 13 (30.95%) Visualisation
10 12 (28.57%) QlikView
10 12 (28.57%) Agile Software Development
10 12 (28.57%) MATLAB
11 11 (26.19%) Data Warehouse
11 11 (26.19%) SQL Server Integration Services
11 11 (26.19%) Statistics
11 11 (26.19%) SQL Server Reporting Services
11 11 (26.19%) SQL Server Analysis Services
12 10 (23.81%) PowerPivot
12 10 (23.81%) MS Excel
12 10 (23.81%) Data Mining
12 10 (23.81%) SAS
12 10 (23.81%) C++

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

For the 6 months to 31 August 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 10 (23.81%) SAS
2 9 (21.43%) Apache
2 9 (21.43%) Apache Spark
3 3 (7.14%) SharePoint
3 3 (7.14%) Apache Pig
Applications
1 10 (23.81%) MS Excel
1 10 (23.81%) PowerPivot
2 9 (21.43%) MS PowerPoint
3 6 (14.29%) GNU Octave
3 6 (14.29%) SPSS
Cloud Services
1 14 (33.33%) Microsoft Azure
2 4 (9.52%) Amazon AWS
Communications & Networking
1 4 (9.52%) DMZ
2 1 (2.38%) Firewall
2 1 (2.38%) Wireless
2 1 (2.38%) Intrusion Detection
2 1 (2.38%) Network Security
2 1 (2.38%) TCP/IP
Database & Business Intelligence
1 15 (35.71%) Big Data
2 14 (33.33%) SQL Server
3 13 (30.95%) Hadoop
4 12 (28.57%) QlikView
5 11 (26.19%) SQL Server Analysis Services
5 11 (26.19%) SQL Server Reporting Services
5 11 (26.19%) SQL Server Integration Services
5 11 (26.19%) Data Warehouse
6 10 (23.81%) Data Mining
7 6 (14.29%) HDInsight
8 5 (11.90%) NoSQL
8 5 (11.90%) OLAP
9 4 (9.52%) Azure SQL Database
9 4 (9.52%) Apache Hive
9 4 (9.52%) Apache Cassandra
9 4 (9.52%) Microsoft Analysis Services
9 4 (9.52%) Couchbase
10 1 (2.38%) Relational Database
10 1 (2.38%) Text Mining
Development Applications
1 4 (9.52%) SQL Server Management Studio (SSMS)
2 2 (4.76%) Git (software)
3 1 (2.38%) Maven
General
1 8 (19.05%) Finance
2 3 (7.14%) Retail
2 3 (7.14%) Marketing
Job Titles
1 11 (26.19%) Analyst
2 9 (21.43%) Developer
3 8 (19.05%) Business Intelligence Developer
3 8 (19.05%) Data Scientist
4 7 (16.67%) Insight Analyst
5 5 (11.90%) Software Engineer
5 5 (11.90%) Business Developer
6 4 (9.52%) Consultant
7 3 (7.14%) Business Intelligence Consultant
7 3 (7.14%) Senior Manager
7 3 (7.14%) Project Manager
7 3 (7.14%) Junior
7 3 (7.14%) Senior Project Manager
7 3 (7.14%) Business Consultant
7 3 (7.14%) Junior Developer
7 3 (7.14%) Microsoft BI Consultant
7 3 (7.14%) Principal Consultant
7 3 (7.14%) Microsoft Consultant
7 3 (7.14%) Performance Analyst
7 3 (7.14%) Junior Business Intelligence Developer
Libraries, Frameworks & Software Standards
1 8 (19.05%) .NET
2 4 (9.52%) Web Services
2 4 (9.52%) WCF
2 4 (9.52%) ASP.NET Web API
3 1 (2.38%) Pyramid
3 1 (2.38%) Pandas
3 1 (2.38%) SciPy
3 1 (2.38%) Regular Expression
3 1 (2.38%) AngularJS
3 1 (2.38%) Esper
Miscellaneous
1 23 (54.76%) Analytical Skills
2 18 (42.86%) Algorithms
3 13 (30.95%) Visualisation
3 13 (30.95%) Mathematics
4 11 (26.19%) Statistics
5 8 (19.05%) Physics
5 8 (19.05%) Blog
6 6 (14.29%) Computer Science
7 5 (11.90%) Telematics
7 5 (11.90%) Embedded Systems
8 4 (9.52%) Economics
8 4 (9.52%) GIS
9 3 (7.14%) PMI
9 3 (7.14%) Neural Network
9 3 (7.14%) Mobile App
10 1 (2.38%) Hedge funds
10 1 (2.38%) Biometrics
10 1 (2.38%) Artificial Intelligence
Operating Systems
1 14 (33.33%) Windows
2 6 (14.29%) Linux
3 2 (4.76%) UNIX
Processes & Methodologies
1 23 (54.76%) Business Intelligence
2 19 (45.24%) Analytics
3 12 (28.57%) Agile Software Development
4 8 (19.05%) Software Engineering
4 8 (19.05%) Kimball Methodology
5 7 (16.67%) Data Modelling
6 6 (14.29%) Data Visualisation
6 6 (14.29%) Predictive Analytics
6 6 (14.29%) Performance Management
7 5 (11.90%) Inmon Methodology
7 5 (11.90%) MapReduce
7 5 (11.90%) SOA
7 5 (11.90%) ETL
7 5 (11.90%) Performance Tuning
8 4 (9.52%) Infrastructure Management
8 4 (9.52%) Bayesian Methods
8 4 (9.52%) CRUD
8 4 (9.52%) Logistic Regression
9 3 (7.14%) Waterfall
9 3 (7.14%) Big Data Analytics
Programming Languages
1 23 (54.76%) R
2 22 (52.38%) Python
3 21 (50.00%) SQL
4 12 (28.57%) MATLAB
5 10 (23.81%) C++
6 7 (16.67%) C
7 6 (14.29%) VBA
8 5 (11.90%) C#
8 5 (11.90%) T-SQL
9 4 (9.52%) Java
10 1 (2.38%) Perl
10 1 (2.38%) PowerShell
Qualifications
1 14 (33.33%) Degree
2 6 (14.29%) PhD
3 4 (9.52%) Microsoft Certification
4 3 (7.14%) PMP
4 3 (7.14%) PMI Certification
5 1 (2.38%) SC Cleared
5 1 (2.38%) Security Cleared
System Software
1 1 (2.38%) Active Directory
Vendors
1 22 (52.38%) Microsoft
2 16 (38.10%) Tableau
3 4 (9.52%) Google
3 4 (9.52%) Red Gate
4 3 (7.14%) Oracle
Hampshire
Executive Recruitment Services (ERS)
Posted: 6 days ago