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 5 February 2016 with a comparison to the same period in the previous 2 years.

Location
3 months to
5 Feb 2016
Same period 2015 Same period 2014
Machine Learning
Rank 385 403 422
Rank change year-on-year
+18 +19
Permanent jobs citing Machine Learning 79 54 21
As % of all permanent IT jobs located in the South East 0.41% 0.26% 0.10%
As % of the Processes & Methodologies category 0.48% 0.31% 0.13%
Number of salaries quoted 74 50 21
Average salary £55,000 £53,750 £37,500
Average salary % change year-on-year
+2.32% +43.33%
90% offered a salary of more than £40,000 £35,000 £30,000
10% offered a salary of more than £74,250 £75,000 £70,000
UK excluding London average salary £55,000 £42,500 £40,000
% change year-on-year
+29.41% +6.25%
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
16550 17228 16685
As % of all permanent IT jobs located in the South East 85.51% 84.11% 83.11%
Number of salaries quoted 13997 13887 13098
Average salary £47,500 £45,000 £45,000
Average salary % change year-on-year
+5.55% -
90% offered a salary of more than £31,500 £30,000 £30,000
10% offered a salary of more than £67,500 £65,000 £67,500
UK excluding London average salary £45,000 £42,500 £42,500
% change year-on-year
+5.88% -

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 5 February 2016.

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 5 February 2016. 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 +21 44 £55,000 - 4
Hampshire +24 17 £50,000 +25.00% 2
Surrey -4 13 £50,000 -9.09% 2
Berkshire -1 3 £60,000 +41.17% 1
Machine Learning
England

Machine Learning
Top 30 Related IT Skills in the South East

For the 6 months to 5 February 2016, 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 91 (57.96%) Python
1 91 (57.96%) Algorithms
2 84 (53.50%) Degree
3 75 (47.77%) Analytics
4 71 (45.22%) Agile Software Development
5 64 (40.76%) C++
6 56 (35.67%) Big Data
7 55 (35.03%) Analytical Skills
8 53 (33.76%) Data Mining
9 52 (33.12%) R
10 47 (29.94%) Natural Language Processing
10 47 (29.94%) SQL
11 42 (26.75%) MATLAB
11 42 (26.75%) PhD
12 39 (24.84%) Computer Science
13 37 (23.57%) Hadoop
13 37 (23.57%) Data Modelling
13 37 (23.57%) C#
14 36 (22.93%) NoSQL
15 35 (22.29%) Java
16 34 (21.66%) Data Analysis
17 33 (21.02%) JavaScript
17 33 (21.02%) Mathematics
18 31 (19.75%) OO
19 29 (18.47%) Marketing
20 28 (17.83%) Statistics
20 28 (17.83%) Finance
21 27 (17.20%) Physics
21 27 (17.20%) Amazon AWS
22 26 (16.56%) Content Management

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

For the 6 months to 5 February 2016, 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 23 (14.65%) SAS
2 14 (8.92%) Apache Spark
3 12 (7.64%) CMS
3 12 (7.64%) Umbraco
4 8 (5.10%) Elasticsearch
5 5 (3.18%) Confluence
6 2 (1.27%) Apache
6 2 (1.27%) Apache Pig
6 2 (1.27%) SharePoint
7 1 (0.64%) IPython
Applications
1 7 (4.46%) MS Excel
1 7 (4.46%) MS PowerPoint
2 6 (3.82%) SPSS
3 5 (3.18%) PowerPivot
4 2 (1.27%) GNU Octave
5 1 (0.64%) MS Office
Business Applications
1 2 (1.27%) SAP Oil and Gas
Cloud Services
1 27 (17.20%) Amazon AWS
2 4 (2.55%) Microsoft Azure
3 2 (1.27%) SaaS
Communications & Networking
1 13 (8.28%) HTTP
2 2 (1.27%) Firewall
2 2 (1.27%) Intrusion Detection
2 2 (1.27%) Network Security
2 2 (1.27%) TCP/IP
Database & Business Intelligence
1 56 (35.67%) Big Data
2 53 (33.76%) Data Mining
3 37 (23.57%) Hadoop
4 36 (22.93%) NoSQL
5 23 (14.65%) SQL Server
6 15 (9.55%) MySQL
7 13 (8.28%) Apache Hive
7 13 (8.28%) SQL Server 2008
8 11 (7.01%) Mahout
9 9 (5.73%) QlikView
10 8 (5.10%) Relational Database
10 8 (5.10%) Text Mining
11 4 (2.55%) Data Warehouse
12 3 (1.91%) IBM BigInsights
12 3 (1.91%) SQL Server Integration Services
12 3 (1.91%) SQL Server Reporting Services
13 2 (1.27%) HDInsight
13 2 (1.27%) Power BI
13 2 (1.27%) SQL Server 2014
13 2 (1.27%) SQL Server Analysis Services
Development Applications
1 13 (8.28%) Maven
2 10 (6.37%) Git (software)
3 6 (3.82%) Jenkins
4 5 (3.18%) JIRA
5 3 (1.91%) CMake
5 3 (1.91%) GCC
5 3 (1.91%) Xcode
6 2 (1.27%) Eclipse
General
1 29 (18.47%) Marketing
2 28 (17.83%) Finance
3 6 (3.82%) Law
4 5 (3.18%) Automotive
4 5 (3.18%) Manufacturing
4 5 (3.18%) Pharmaceutical
5 2 (1.27%) Electronics
5 2 (1.27%) Telecoms
6 1 (0.64%) Multimedia
Job Titles
1 47 (29.94%) Developer
2 42 (26.75%) Data Scientist
3 26 (16.56%) Architect
4 22 (14.01%) Solutions Architect
5 16 (10.19%) C++ Developer
6 15 (9.55%) Data Architect
7 13 (8.28%) ASP.NET MVC Developer
7 13 (8.28%) C# Developer
8 12 (7.64%) Senior Data Scientist
8 12 (7.64%) Web Developer
9 11 (7.01%) ASP.NET Developer
9 11 (7.01%) C# ASP.NET Developer
9 11 (7.01%) C# Web Developer
9 11 (7.01%) JavaScript Developer
9 11 (7.01%) Software Engineer
10 10 (6.37%) Data Analytics Architect
11 7 (4.46%) C++ Software Engineer
11 7 (4.46%) Linux Developer
11 7 (4.46%) Machine Learning Developer
11 7 (4.46%) Machine Learning Engineer
Libraries, Frameworks & Software Standards
1 47 (29.94%) Natural Language Processing
2 25 (15.92%) AngularJS
3 20 (12.74%) .NET
3 20 (12.74%) Web Services
4 13 (8.28%) Pandas
5 12 (7.64%) .NET Framework
5 12 (7.64%) Ajax
5 12 (7.64%) ASP.NET
5 12 (7.64%) ASP.NET Web Forms
5 12 (7.64%) Backbone.js
5 12 (7.64%) CSS
5 12 (7.64%) Ember.js
5 12 (7.64%) Esper
5 12 (7.64%) HTML
5 12 (7.64%) Pyramid
5 12 (7.64%) SciPy
5 12 (7.64%) WCF
5 12 (7.64%) XML
5 12 (7.64%) XSLT
6 10 (6.37%) NumPy
Miscellaneous
1 91 (57.96%) Algorithms
2 55 (35.03%) Analytical Skills
3 39 (24.84%) Computer Science
4 33 (21.02%) Mathematics
5 28 (17.83%) Statistics
6 27 (17.20%) Physics
7 19 (12.10%) Hedge funds
8 14 (8.92%) Visualisation
9 13 (8.28%) Mobile App
10 6 (3.82%) Neural Network
10 6 (3.82%) NHS
11 5 (3.18%) Clustering
11 5 (3.18%) Streaming Video
12 4 (2.55%) FMCG
13 3 (1.91%) Artificial Intelligence
13 3 (1.91%) Client/Server
13 3 (1.91%) CUDA
13 3 (1.91%) Life Science
14 2 (1.27%) Credit Risk
14 2 (1.27%) Data Integration
Operating Systems
1 18 (11.46%) Linux
2 17 (10.83%) Android
2 17 (10.83%) Apple iOS
3 5 (3.18%) Unix
4 4 (2.55%) Windows
5 2 (1.27%) Windows Server
Processes & Methodologies
1 75 (47.77%) Analytics
2 71 (45.22%) Agile Software Development
3 37 (23.57%) Data Modelling
4 34 (21.66%) Data Analysis
5 31 (19.75%) OO
6 26 (16.56%) Content Management
7 25 (15.92%) Data Analytics
7 25 (15.92%) Mentoring
7 25 (15.92%) TOGAF
7 25 (15.92%) Waterfall
8 24 (15.29%) Content Enrichment
8 24 (15.29%) Zachman Framework
9 23 (14.65%) Open Source
10 22 (14.01%) Business Intelligence
11 21 (13.38%) OOP
12 20 (12.74%) MapReduce
12 20 (12.74%) Unit Testing
13 19 (12.10%) Enterprise Architecture
13 19 (12.10%) TDD
14 17 (10.83%) Android Development
Programming Languages
1 91 (57.96%) Python
2 64 (40.76%) C++
3 52 (33.12%) R
4 47 (29.94%) SQL
5 42 (26.75%) MATLAB
6 37 (23.57%) C#
7 35 (22.29%) Java
8 33 (21.02%) JavaScript
9 19 (12.10%) C
10 13 (8.28%) PHP
10 13 (8.28%) Scala
11 12 (7.64%) COBOL
12 11 (7.01%) Ruby
13 5 (3.18%) VBA
14 3 (1.91%) Lua
14 3 (1.91%) Perl
14 3 (1.91%) Shell Script
15 2 (1.27%) PowerShell
Qualifications
1 84 (53.50%) Degree
2 42 (26.75%) PhD
3 5 (3.18%) Postgraduate
3 5 (3.18%) SC Cleared
3 5 (3.18%) Security Cleared
4 3 (1.91%) BPSS Clearance
5 1 (0.64%) Microsoft Certification
Quality Assurance & Compliance
1 5 (3.18%) ISO13485
1 5 (3.18%) MISRA
2 1 (0.64%) Data Quality
2 1 (0.64%) SLA
System Software
1 2 (1.27%) Active Directory
Systems Management
1 1 (0.64%) logstash
1 1 (0.64%) Opscode Chef
1 1 (0.64%) StatsD
Vendors
1 22 (14.01%) Microsoft
2 14 (8.92%) Tableau
3 12 (7.64%) VMware
4 7 (4.46%) Oracle
5 5 (3.18%) Atlassian
5 5 (3.18%) Cloudera
5 5 (3.18%) Splunk
6 4 (2.55%) Teradata
7 3 (1.91%) Hortonworks
7 3 (1.91%) MapR
7 3 (1.91%) Netezza
7 3 (1.91%) Progress
8 2 (1.27%) Palantir
8 2 (1.27%) SAP
9 1 (0.64%) IBM
9 1 (0.64%) New Relic
Surrey
Colston Consulting
Salary: £30000 - £45000 per annum, Benefits Benefits + 20% Bonus
Posted: 14 hours ago
Oxford, Oxfordshire
Client Server
Salary: £50k to £60k + benefits
Posted: 16 hours ago
South East
Parallel Consulting
Salary: £400 - £450 per day
Posted: 23 hours ago
Oxford
Client Server
Salary: £50,000 - £60,000 per year
Posted: Yesterday
Newbury, Berkshire
SLR Consultants
Posted: 2 days ago
Oxford
G2 Recruitment
Salary: £NEG
Posted: 4 days ago
Leatherhead, Surrey
NCC Group
Salary: Salary, Bonus, Pension, Holidays
Posted: 7 days ago
Oxford
Client Server
Salary: £50k to £60k + benefits
Posted: 8 days ago
Basingstoke
People Source Consulting
Salary: £45000 - £55000 per annum + amazing benefits
Posted: 17 days ago
Basingstoke
People Source Consulting
Salary: £45000 - £55000 per annum + amazing benefits
Posted: 17 days ago