The table below looks at the statistics for Machine Learning skills in IT jobs advertised for the England region. Included is a guide to the average salaries offered in IT jobs that have cited Machine Learning over the 3 months to 24 April 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
24 Apr 2015
Same period 2014 Same period 2013
Machine Learning
Rank 683 668 756
Rank change year-on-year
-15 +88
Permanent jobs citing Machine Learning 200 232 115
As % of all permanent IT jobs located in England 0.19% 0.21% 0.11%
As % of the Processes & Methodologies category 0.23% 0.25% 0.14%
Number of salaries quoted 181 220 86
Average salary £60,000 £47,500 £60,000
Average salary % change year-on-year
+26.31% -20.83%
90% offered a salary of more than £36,000 £35,000 £38,000
10% offered a salary of more than £85,000 £80,000 £72,500
UK excluding London average salary £43,750 £42,500 £38,000
% change year-on-year
+2.94% +11.84%
Machine Learning
UK

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the England region.

Processes & Methodologies Category
England
Permanent IT job ads with a match in the
Processes & Methodologies category
85820 91842 84491
As % of all permanent IT jobs located in England 83.16% 82.09% 80.29%
Number of salaries quoted 70108 74491 70191
Average salary £50,000 £47,500 £46,700
Average salary % change year-on-year
+5.26% +1.71%
90% offered a salary of more than £32,500 £31,000 £30,000
10% offered a salary of more than £75,000 £70,000 £72,500
UK excluding London average salary £44,000 £42,500 £40,000
% change year-on-year
+3.52% +6.25%

Machine Learning
Jobs Demand Trend in England

This chart provides a 3-month moving total of permanent IT jobs citing Machine Learning across the England region as a proportion of the total demand within the Processes & Methodologies category.

Machine Learning Jobs Demand Trend in England

Machine Learning
Salary Trend in England

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Machine Learning across the England region.

Machine Learning Salary Trend in England

Machine Learning
Salary Histogram in England

This chart provides a salary histogram for IT jobs citing Machine Learning across the England region over the 3 months to 24 April 2015.

Machine Learning Salary Histogram in England

Machine Learning
Job Locations in England

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing Machine Learning within the England region over the 3 months to 24 April 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
London +31 168 £62,500 +8.69% 25
South East 0 21 £35,000 -17.64% 3
East of England +8 7 £60,000 +60.00% 3
South West -21 2 £35,000 -22.22% 1
Yorkshire - 2 £30,000 - 1
Machine Learning
UK

Machine Learning
Top 30 Related IT Skills in England

For the 6 months to 24 April 2015, IT jobs across the England 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.

1 208 (52.26%) Python
2 201 (50.50%) Big Data
3 198 (49.75%) Analytics
4 193 (48.49%) Algorithms
5 185 (46.48%) Computer Science
6 151 (37.94%) Java
7 146 (36.68%) Degree
8 135 (33.92%) R
9 127 (31.91%) Hadoop
10 126 (31.66%) Mathematics
11 121 (30.40%) PhD
12 110 (27.64%) SQL
13 109 (27.39%) Agile Software Development
14 104 (26.13%) C++
15 95 (23.87%) Statistics
16 92 (23.12%) Data Mining
17 88 (22.11%) NoSQL
18 87 (21.86%) Artificial Intelligence
19 82 (20.60%) Finance
20 76 (19.10%) Predictive Analytics
21 69 (17.34%) Statistical Modelling
22 67 (16.83%) Analytical Skills
23 66 (16.58%) Software Engineering
24 65 (16.33%) Business Intelligence
25 63 (15.83%) MATLAB
26 62 (15.58%) Neural Network
27 56 (14.07%) Visualisation
28 53 (13.32%) Natural Language Processing
29 52 (13.07%) OO
30 47 (11.81%) Scala

Machine Learning
Top Related IT Skills in England by Category

For the 6 months to 24 April 2015, IT jobs across the England 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 41 (10.30%) SAS
2 37 (9.30%) Apache Pig
3 31 (7.79%) Apache Spark
4 21 (5.28%) SharePoint
5 16 (4.02%) Elasticsearch
6 10 (2.51%) Node.js
7 8 (2.01%) CMS
8 6 (1.51%) Tomcat
9 3 (0.75%) GlassFish
9 3 (0.75%) Apache Solr
Applications
1 22 (5.53%) SPSS
2 7 (1.76%) Weka
3 6 (1.51%) Stata
4 5 (1.26%) CPLEX
5 3 (0.75%) MS Excel
5 3 (0.75%) Mathematica
Cloud Services
1 31 (7.79%) Amazon AWS
2 29 (7.29%) Microsoft Azure
3 6 (1.51%) SaaS
4 4 (1.01%) Google Analytics
4 4 (1.01%) Cloud Computing
4 4 (1.01%) Google Cloud Platform
5 1 (0.25%) Azure Machine Learning
5 1 (0.25%) Amazon EC2
5 1 (0.25%) GitHub
Communications & Networking
1 10 (2.51%) TCP/IP
2 6 (1.51%) HTTP
3 5 (1.26%) SNMP
4 3 (0.75%) Firewall
4 3 (0.75%) Intrusion Detection
5 1 (0.25%) Internet
Database & Business Intelligence
1 201 (50.50%) Big Data
2 127 (31.91%) Hadoop
3 92 (23.12%) Data Mining
4 88 (22.11%) NoSQL
5 37 (9.30%) SQL Server
5 37 (9.30%) Apache Hive
6 35 (8.79%) MongoDB
7 30 (7.54%) Data Warehouse
8 28 (7.04%) HDInsight
9 27 (6.78%) Apache Cassandra
10 26 (6.53%) QlikView
11 22 (5.53%) SQL Server Analysis Services
11 22 (5.53%) SQL Server Integration Services
11 22 (5.53%) SQL Server Reporting Services
12 21 (5.28%) MySQL
13 15 (3.77%) HBase
13 15 (3.77%) Relational Database
14 13 (3.27%) Mahout
14 13 (3.27%) PostgreSQL
15 11 (2.76%) Text Mining
Development Applications
1 2 (0.50%) Ant
1 2 (0.50%) JUnit
1 2 (0.50%) Subversion
1 2 (0.50%) Maven
1 2 (0.50%) Git (software)
2 1 (0.25%) Hudson
2 1 (0.25%) Jenkins
General
1 82 (20.60%) Finance
2 29 (7.29%) Marketing
3 19 (4.77%) Retail
4 12 (3.02%) Pharmaceutical
5 10 (2.51%) Banking
6 6 (1.51%) French Language
6 6 (1.51%) German Language
6 6 (1.51%) Telecoms
6 6 (1.51%) Games
7 2 (0.50%) Advertising
8 1 (0.25%) Publishing
8 1 (0.25%) Front Office
8 1 (0.25%) Law
Job Titles
1 159 (39.95%) Data Scientist
2 127 (31.91%) Developer
3 47 (11.81%) Java Developer
4 24 (6.03%) C++ Developer
4 24 (6.03%) Software Engineer
4 24 (6.03%) Consultant
5 21 (5.28%) Business Intelligence Consultant
5 21 (5.28%) Business Consultant
5 21 (5.28%) Microsoft Consultant
5 21 (5.28%) Microsoft BI Consultant
6 14 (3.52%) Python Developer
7 11 (2.76%) Senior Developer
7 11 (2.76%) Principal Consultant
8 9 (2.26%) C++ Software Engineer
8 9 (2.26%) Analyst
8 9 (2.26%) Research Engineer
8 9 (2.26%) Quantitative Developer
9 8 (2.01%) Data Analyst
10 7 (1.76%) Architect
10 7 (1.76%) Junior
Libraries, Frameworks & Software Standards
1 53 (13.32%) Natural Language Processing
2 34 (8.54%) .NET
3 23 (5.78%) STL
3 23 (5.78%) Boost C++ Libraries
4 16 (4.02%) Java EE
5 15 (3.77%) Web Services
6 14 (3.52%) Pandas
7 13 (3.27%) Spring
7 13 (3.27%) D3.js
8 11 (2.76%) scikit-learn
9 9 (2.26%) CSS
10 8 (2.01%) jQuery
10 8 (2.01%) NumPy
10 8 (2.01%) ASP.NET
10 8 (2.01%) XML
10 8 (2.01%) HTML
10 8 (2.01%) AngularJS
11 7 (1.76%) RHadoop
11 7 (1.76%) REST
11 7 (1.76%) HTML5
Miscellaneous
1 193 (48.49%) Algorithms
2 185 (46.48%) Computer Science
3 126 (31.66%) Mathematics
4 95 (23.87%) Statistics
5 87 (21.86%) Artificial Intelligence
6 67 (16.83%) Analytical Skills
7 62 (15.58%) Neural Network
8 56 (14.07%) Visualisation
9 40 (10.05%) Data Structures
10 33 (8.29%) Mobile App
11 31 (7.79%) Social Media
11 31 (7.79%) Physics
12 29 (7.29%) Open Source
13 28 (7.04%) Applied Mathematics
14 22 (5.53%) Clustering
15 13 (3.27%) Digital Media
16 11 (2.76%) Hedge funds
16 11 (2.76%) Economics
16 11 (2.76%) User Experience
17 8 (2.01%) Biometrics
Operating Systems
1 33 (8.29%) Linux
2 18 (4.52%) Android
3 16 (4.02%) Windows
4 14 (3.52%) Apple iOS
5 9 (2.26%) UNIX
6 5 (1.26%) CentOS
7 2 (0.50%) Windows 7
7 2 (0.50%) Embedded Linux
Processes & Methodologies
1 198 (49.75%) Analytics
2 109 (27.39%) Agile Software Development
3 76 (19.10%) Predictive Analytics
4 69 (17.34%) Statistical Modelling
5 66 (16.58%) Software Engineering
6 65 (16.33%) Business Intelligence
7 52 (13.07%) OO
8 36 (9.05%) Data Analysis
9 35 (8.79%) Performance Management
10 34 (8.54%) Bayesian Methods
11 32 (8.04%) Data Modelling
12 31 (7.79%) MapReduce
13 28 (7.04%) Business Analysis
14 27 (6.78%) Multithreading
14 27 (6.78%) Scrum
15 26 (6.53%) Predictive Modelling
15 26 (6.53%) Statistical Analysis
15 26 (6.53%) Logistic Regression
16 22 (5.53%) Pattern Recognition
17 21 (5.28%) Signal Processing
Programming Languages
1 208 (52.26%) Python
2 151 (37.94%) Java
3 135 (33.92%) R
4 110 (27.64%) SQL
5 104 (26.13%) C++
6 63 (15.83%) MATLAB
7 47 (11.81%) Scala
8 44 (11.06%) C#
9 42 (10.55%) Ruby
10 33 (8.29%) JavaScript
11 28 (7.04%) C
12 22 (5.53%) Clojure
13 6 (1.51%) Perl
14 5 (1.26%) Haskell
15 4 (1.01%) Objective-C
16 2 (0.50%) Embedded C++
16 2 (0.50%) Shell Script
16 2 (0.50%) Erlang
16 2 (0.50%) F#
16 2 (0.50%) VBA
Qualifications
1 146 (36.68%) Degree
2 121 (30.40%) PhD
3 11 (2.76%) SC Cleared
3 11 (2.76%) Security Cleared
4 10 (2.51%) Microsoft Certification
5 6 (1.51%) PMP
5 6 (1.51%) PMI Certification
6 1 (0.25%) DV Cleared
Quality Assurance & Compliance
1 1 (0.25%) SLA
1 1 (0.25%) Data Quality
System Software
1 6 (1.51%) Active Directory
Systems Management
1 3 (0.75%) Opscode Chef
2 2 (0.50%) Puppet
Vendors
1 43 (10.80%) Microsoft
2 32 (8.04%) Tableau
3 25 (6.28%) Oracle
4 17 (4.27%) Google
5 6 (1.51%) IBM
6 4 (1.01%) Facebook
7 2 (0.50%) Splunk
7 2 (0.50%) Apple
8 1 (0.25%) Cloudera
London
Salt
Salary: £70000 - £80000 per annum + excellent benefits
Posted: 9 hours ago
London
Salt
Salary: £40000 - £60000 per annum + share options
Posted: 9 hours ago
London
Experis Ltd
Salary: £80000 - £140000 per annum + excellent benefits
Posted: 10 hours ago
Abingdon, Oxfordshire
IT Executive Ltd
Salary: £35000 - £50000 per annum + DOE
Posted: 10 hours ago
City, London
Client Server
Salary: £55k to £80k + bonus + benefits
Posted: 18 hours ago
London
Hydrogen Group
Salary: Share of Options
Posted: Yesterday
East London
KPMG
Salary: From £80,000 to £100,000 per annum
Posted: Yesterday
City, London
Parallel Consulting
Salary: £31000 - £60000 per annum + bonus, benefits, healthcare
Posted: Yesterday
Cambridge, Cambridgeshire
ISL
Salary: £45000 - £65000 per annum + Benefits
Posted: Yesterday
Gloucestershire
Executive Recruitment Services (ERS)
Posted: Yesterday
Hampshire
Executive Recruitment Services (ERS)
Posted: Yesterday
London
Colston Consulting
Salary: £0 - 35k per year + Benefits
Posted: 2 days ago
Cambridge, Cambridgeshire
Cooper Lomaz Recruitment Ltd
Salary: £55k per year
Posted: 2 days ago
London
ANSON MCCADE
Salary: £45,000 - £60,000 + Package and Benefits (Depending on Experience)
Posted: 2 days ago
London
ANSON MCCADE
Salary: Up to £57,500
Posted: 2 days ago
London
Big Wednesday Digital Ltd
Posted: 2 days ago
London
Purple Consultancy
Salary: £50000 - £55000 per annum
Posted: 2 days ago
Cambridge, Cambridgeshire
Computer People
Salary: £25000.00 - £38000.00 per annum + Benefits
Posted: 2 days ago
London
Experis Ltd
Salary: 140000
Posted: 3 days ago
City, London
Royal Mail Group
Salary: Excellent Salary & Benefits
Posted: 3 days ago