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

Location
3 months to
27 Jan 2015
Same period 2014 Same period 2013
Machine Learning
Rank 662 721 718
Rank change year-on-year
+59 -3
Permanent jobs citing Machine Learning 192 132 144
As % of all permanent IT jobs located in England 0.20% 0.14% 0.14%
As % of the Processes & Methodologies category 0.24% 0.17% 0.17%
Number of salaries quoted 178 126 113
Average salary £62,500 £52,500 £55,000
Average salary % change year-on-year
+19.04% -4.54%
90% offered a salary of more than £40,000 £36,250 £35,000
10% offered a salary of more than £85,250 £75,000 £72,500
UK excluding London average salary £45,000 £37,500 £37,500
% change year-on-year
+20.00% -
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
81338 79614 83745
As % of all permanent IT jobs located in England 82.70% 82.33% 80.18%
Number of salaries quoted 67543 64209 71633
Average salary £48,500 £47,500 £45,000
Average salary % change year-on-year
+2.10% +5.55%
90% offered a salary of more than £31,500 £31,000 £30,000
10% offered a salary of more than £73,500 £70,000 £75,000
UK excluding London average salary £42,500 £42,500 £40,000
% change year-on-year
- +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 27 January 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 27 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
London +50 133 £67,500 +12.50% 21
South East -10 38 £55,000 +69.23% 6
East of England -2 11 £45,000 +28.57%
South West -13 8 £40,000 -3.03% 2
West Midlands - 2 £40,000 - 1
Machine Learning
UK

Machine Learning
Top 30 Related IT Skills in England

For the 6 months to 27 January 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.

1 189 (51.92%) Computer Science
2 182 (50.00%) Java
3 177 (48.63%) Python
3 177 (48.63%) Big Data
3 177 (48.63%) Algorithms
4 164 (45.05%) Analytics
5 128 (35.16%) Degree
6 127 (34.89%) Hadoop
7 122 (33.52%) C++
8 107 (29.40%) Finance
9 97 (26.65%) R
10 90 (24.73%) Mathematics
11 89 (24.45%) SQL
12 87 (23.90%) Agile Software Development
13 85 (23.35%) Artificial Intelligence
14 84 (23.08%) Data Mining
15 83 (22.80%) PhD
16 79 (21.70%) Software Engineering
17 71 (19.51%) Neural Network
18 70 (19.23%) Statistics
19 68 (18.68%) Analytical Skills
20 64 (17.58%) C#
21 58 (15.93%) NoSQL
22 54 (14.84%) Visualisation
23 51 (14.01%) Predictive Analytics
24 50 (13.74%) OO
25 49 (13.46%) Statistical Modelling
26 47 (12.91%) MATLAB
27 44 (12.09%) Data Analysis
27 44 (12.09%) Scala

Machine Learning
Top Related IT Skills in England by Category

For the 6 months to 27 January 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 42 (11.54%) SAS
2 30 (8.24%) Apache Pig
3 25 (6.87%) Apache Spark
4 17 (4.67%) SharePoint
5 14 (3.85%) Elasticsearch
6 8 (2.20%) CMS
7 3 (0.82%) Node.js
8 2 (0.55%) GlassFish
8 2 (0.55%) Tomcat
9 1 (0.27%) NServiceBus
Applications
1 35 (9.62%) SPSS
2 10 (2.75%) CPLEX
3 6 (1.65%) Stata
4 5 (1.37%) Mathematica
4 5 (1.37%) Weka
5 2 (0.55%) MS Excel
5 2 (0.55%) Spreadsheet
5 2 (0.55%) S-PLUS
Business Applications
1 2 (0.55%) Google Analytics
Cloud Services
1 19 (5.22%) Microsoft Azure
2 9 (2.47%) Amazon AWS
3 8 (2.20%) Google Cloud Platform
4 5 (1.37%) GitHub
4 5 (1.37%) Amazon EC2
5 4 (1.10%) Cloud Computing
5 4 (1.10%) SaaS
5 4 (1.10%) Google Compute Engine
Communications & Networking
1 9 (2.47%) TCP/IP
2 6 (1.65%) 3G
2 6 (1.65%) Wireless
2 6 (1.65%) 2G
2 6 (1.65%) 4G
3 5 (1.37%) Radio Access Network
3 5 (1.37%) Internet
3 5 (1.37%) SNMP
4 3 (0.82%) Intrusion Detection
4 3 (0.82%) Firewall
5 1 (0.27%) HTTP
Database & Business Intelligence
1 177 (48.63%) Big Data
2 127 (34.89%) Hadoop
3 84 (23.08%) Data Mining
4 58 (15.93%) NoSQL
5 32 (8.79%) Apache Cassandra
6 31 (8.52%) QlikView
7 30 (8.24%) Apache Hive
8 29 (7.97%) MongoDB
9 28 (7.69%) Relational Database
10 25 (6.87%) SQL Server
11 22 (6.04%) Data Warehouse
12 17 (4.67%) SQL Server Reporting Services
12 17 (4.67%) SQL Server Analysis Services
12 17 (4.67%) SQL Server Integration Services
12 17 (4.67%) HBase
13 15 (4.12%) Mahout
13 15 (4.12%) MySQL
14 13 (3.57%) PostgreSQL
15 12 (3.30%) Redis
16 5 (1.37%) SQL Server 2012
Development Applications
1 12 (3.30%) Git (software)
2 6 (1.65%) Maven
3 5 (1.37%) Jenkins
4 4 (1.10%) Ant
4 4 (1.10%) JUnit
4 4 (1.10%) Subversion
5 2 (0.55%) PyUnit
6 1 (0.27%) Hudson
6 1 (0.27%) GCC
General
1 107 (29.40%) Finance
2 31 (8.52%) Banking
3 20 (5.49%) Marketing
4 18 (4.95%) Front Office
5 15 (4.12%) Retail
6 14 (3.85%) Pharmaceutical
7 12 (3.30%) Telecoms
8 8 (2.20%) Military
9 7 (1.92%) Games
9 7 (1.92%) French Language
9 7 (1.92%) German Language
10 2 (0.55%) Law
11 1 (0.27%) Multimedia
11 1 (0.27%) Investment Banking
Job Titles
1 153 (42.03%) Developer
2 99 (27.20%) Data Scientist
3 66 (18.13%) Java Developer
4 31 (8.52%) C++ Developer
5 24 (6.59%) Software Engineer
6 19 (5.22%) Analyst
6 19 (5.22%) Python Developer
7 18 (4.95%) Front Office Developer
8 17 (4.67%) Consultant
8 17 (4.67%) Business Intelligence Consultant
8 17 (4.67%) Business Consultant
8 17 (4.67%) Microsoft Consultant
8 17 (4.67%) Microsoft BI Consultant
9 16 (4.40%) Data Analyst
10 11 (3.02%) Senior Developer
11 10 (2.75%) C++ Software Engineer
11 10 (2.75%) Quantitative Developer
11 10 (2.75%) Python/Django Developer
12 9 (2.47%) Senior Java Developer
13 7 (1.92%) Principal Consultant
Libraries, Frameworks & Software Standards
1 28 (7.69%) Natural Language Processing
2 23 (6.32%) Boost C++ Libraries
2 23 (6.32%) .NET
2 23 (6.32%) STL
3 19 (5.22%) Java EE
4 15 (4.12%) Web Services
5 14 (3.85%) Django
6 12 (3.30%) D3.js
7 11 (3.02%) Guava
8 7 (1.92%) jQuery
8 7 (1.92%) Flash
9 5 (1.37%) Spring
9 5 (1.37%) SciPy
9 5 (1.37%) NumPy
9 5 (1.37%) Cascading
9 5 (1.37%) Pandas
10 4 (1.10%) Celery
10 4 (1.10%) REST
10 4 (1.10%) Ajax
10 4 (1.10%) J2EE
Miscellaneous
1 189 (51.92%) Computer Science
2 177 (48.63%) Algorithms
3 90 (24.73%) Mathematics
4 85 (23.35%) Artificial Intelligence
5 71 (19.51%) Neural Network
6 70 (19.23%) Statistics
7 68 (18.68%) Analytical Skills
8 54 (14.84%) Visualisation
9 38 (10.44%) Data Structures
10 30 (8.24%) Social Media
11 29 (7.97%) Physics
12 25 (6.87%) Clustering
12 25 (6.87%) Mobile App
13 24 (6.59%) Open Source
13 24 (6.59%) Applied Mathematics
14 21 (5.77%) Hedge funds
15 12 (3.30%) Digital Media
15 12 (3.30%) Economics
16 11 (3.02%) Informatics
17 10 (2.75%) Chemistry
Operating Systems
1 34 (9.34%) Linux
2 16 (4.40%) Windows
3 13 (3.57%) UNIX
4 10 (2.75%) Apple iOS
5 5 (1.37%) Android
5 5 (1.37%) CentOS
6 3 (0.82%) Debian
7 2 (0.55%) Embedded Linux
7 2 (0.55%) Windows 7
Processes & Methodologies
1 164 (45.05%) Analytics
2 87 (23.90%) Agile Software Development
3 79 (21.70%) Software Engineering
4 51 (14.01%) Predictive Analytics
5 50 (13.74%) OO
6 49 (13.46%) Statistical Modelling
7 44 (12.09%) Data Analysis
8 40 (10.99%) Business Intelligence
9 37 (10.16%) Multithreading
10 29 (7.97%) Bayesian Methods
11 28 (7.69%) Predictive Modelling
12 27 (7.42%) Data Modelling
13 25 (6.87%) Risk Analysis
14 24 (6.59%) MapReduce
15 22 (6.04%) Business Analysis
16 21 (5.77%) Scrum
16 21 (5.77%) Performance Management
16 21 (5.77%) Logistic Regression
17 20 (5.49%) Pattern Recognition
17 20 (5.49%) Data Analytics
Programming Languages
1 182 (50.00%) Java
2 177 (48.63%) Python
3 122 (33.52%) C++
4 97 (26.65%) R
5 89 (24.45%) SQL
6 64 (17.58%) C#
7 47 (12.91%) MATLAB
8 44 (12.09%) Scala
9 43 (11.81%) Ruby
10 22 (6.04%) JavaScript
11 20 (5.49%) C
12 13 (3.57%) Clojure
13 7 (1.92%) Bash Shell
14 4 (1.10%) Shell Script
15 3 (0.82%) Haskell
15 3 (0.82%) Perl
15 3 (0.82%) Objective-C
16 2 (0.55%) VBA
16 2 (0.55%) Erlang
16 2 (0.55%) F#
Qualifications
1 128 (35.16%) Degree
2 83 (22.80%) PhD
3 11 (3.02%) SC Cleared
3 11 (3.02%) Security Cleared
4 10 (2.75%) Microsoft Certification
5 2 (0.55%) PMP
5 2 (0.55%) PMI Certification
6 1 (0.27%) Postgraduate
Quality Assurance & Compliance
1 3 (0.82%) QA
System Software
1 6 (1.65%) Active Directory
Systems Management
1 5 (1.37%) Opscode Chef
2 4 (1.10%) Puppet
Vendors
1 32 (8.79%) Tableau
2 31 (8.52%) Microsoft
3 19 (5.22%) Oracle
3 19 (5.22%) Google
4 7 (1.92%) Facebook
5 4 (1.10%) IBM
6 1 (0.27%) hybris
6 1 (0.27%) Progress
6 1 (0.27%) Minitab
London
Salt
Salary: £65000 - £80000 per annum + bonus, comprehensive benefits
Posted: 9 hours ago
London
Colston Consulting
Salary: £30k - 50k per year + Industry Leading Benefits
Posted: 11 hours ago
Oxford, Oxfordshire
ENTERPRISE RECRUITMENT LTD
Salary: £28000 to £60000 per annum - share options
Posted: 11 hours ago
London
Big Wednesday Digital Ltd
Posted: 17 hours ago
London
Big Wednesday Digital Ltd
Posted: 17 hours ago
City, London
Verticality Ltd
Salary: £60000 - £80000 per annum
Posted: Yesterday
London
Computer Futures
Salary: £40000 - £70000 per annum + competitive
Posted: Yesterday
Coventry, West Midlands (County)
Calibre Search Ltd
Salary: £35000 - £40000.00 per annum
Posted: Yesterday
London
CLIENT SERVER
Salary: £55k to £80k + bonus + benefits
Posted: Yesterday
City, London
Client Server
Salary: £55k to £80k + bonus + benefits
Posted: Yesterday
City, London
Harnham
Salary: £40000 - £60000 per annum + Potential Stock Options
Posted: 2 days ago
Abingdon, Oxfordshire
IT Connections
Salary: £30,000 to £40,000
Posted: 4 days ago
Bristol, Avon
The People Network
Salary: £35000 - £45000 per annum + superb benefits
Posted: 4 days ago
City, London
Opus Recruitment Solutions Ltd
Salary: £65000 - £80000 per annum, Benefits Benefits
Posted: 4 days ago
London
PCR
Salary: £45000.00 - £65000.00 per annum + Flexible Hours
Posted: 5 days ago
London
Hays IT - Uk Posting account
Salary: £45000.00 - £60000.00 per annum
Posted: 6 days ago
Oxford
CLIENT SERVER
Salary: £60k to £65k + benefits
Posted: 6 days ago
Gloucestershire
Executive Recruitment Services (ERS)
Posted: 6 days ago
Hampshire
Executive Recruitment Services (ERS)
Posted: 6 days ago
London
CLIENT SERVER
Salary: £55k to £80k + bonus + benefits
Posted: 10 days ago