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 20 August 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
20 Aug 2014
Same period 2013 Same period 2012
Machine Learning
Rank 701 752 802
Rank change year-on-year
+51 +50
Permanent jobs citing Machine Learning 170 104 72
As % of all permanent IT jobs located in England 0.16% 0.10% 0.064%
As % of the Processes & Methodologies category 0.20% 0.13% 0.082%
Number of salaries quoted 139 79 71
Average salary £52,500 £57,500 £55,000
Average salary % change year-on-year
-8.69% +4.54%
90% offered a salary of more than £35,000 £40,000 £40,000
10% offered a salary of more than £72,500 £80,000 £82,500
UK excluding London average salary £37,500 £45,000 £32,500
% change year-on-year
-16.66% +38.46%
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
87003 81075 87515
As % of all permanent IT jobs located in England 80.74% 79.39% 77.90%
Number of salaries quoted 70060 66935 74947
Average salary £48,500 £47,500 £47,000
Average salary % change year-on-year
+2.10% +1.06%
90% offered a salary of more than £31,000 £30,000 £30,000
10% offered a salary of more than £72,500 £75,000 £72,500
UK excluding London average salary £42,500 £41,000 £40,000
% change year-on-year
+3.65% +2.50%

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 20 August 2014.

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 20 August 2014. 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 +20 113 £62,500 +8.69% 21
East of England +28 37 £35,000 +1.44% 5
South East -3 10 £42,500 -10.52% 2
South West -3 9 £52,500 +16.66%
West Midlands - 1 £32,500 -
Machine Learning
UK

Machine Learning
Top 30 Related IT Skills in England

For the 6 months to 20 August 2014, 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.

1 242 (60.80%) Java
2 193 (48.49%) Computer Science
3 184 (46.23%) Big Data
4 170 (42.71%) Python
5 162 (40.70%) Degree
6 155 (38.94%) Hadoop
7 141 (35.43%) Software Engineering
8 138 (34.67%) Statistics
9 132 (33.17%) C++
10 131 (32.91%) Mathematics
11 111 (27.89%) Analytics
12 109 (27.39%) PhD
13 94 (23.62%) R
14 81 (20.35%) Data Mining
15 79 (19.85%) NoSQL
16 72 (18.09%) SQL
16 72 (18.09%) Natural Language Processing
16 72 (18.09%) Bayesian Methods
17 67 (16.83%) Artificial Intelligence
18 66 (16.58%) TDD
18 66 (16.58%) Finance
19 64 (16.08%) C#
20 63 (15.83%) OO
21 61 (15.33%) MATLAB
21 61 (15.33%) Physics
22 60 (15.08%) Agile Software Development
23 55 (13.82%) Linux
23 55 (13.82%) JavaScript
23 55 (13.82%) Scala
23 55 (13.82%) MapReduce

Machine Learning
Top Related IT Skills in England by Category

For the 6 months to 20 August 2014, 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 15 (3.77%) SAS
1 15 (3.77%) Apache Pig
2 8 (2.01%) Node.js
3 5 (1.26%) Elasticsearch
3 5 (1.26%) Tornado
3 5 (1.26%) Zope
3 5 (1.26%) Plone
4 1 (0.25%) Confluence
Applications
1 19 (4.77%) SPSS
2 14 (3.52%) Spreadsheet
3 9 (2.26%) Mathematica
4 7 (1.76%) CPLEX
4 7 (1.76%) Stata
5 5 (1.26%) Weka
5 5 (1.26%) S-PLUS
Business Applications
1 1 (0.25%) Google Analytics
Cloud Services
1 4 (1.01%) Google Compute Engine
2 1 (0.25%) Cloud Computing
2 1 (0.25%) Amazon AWS
Communications & Networking
1 24 (6.03%) Internet
2 9 (2.26%) HTTP
3 7 (1.76%) Wireless
4 1 (0.25%) 2G
4 1 (0.25%) 4G
4 1 (0.25%) 3G
4 1 (0.25%) DAB
Database & Business Intelligence
1 184 (46.23%) Big Data
2 155 (38.94%) Hadoop
3 81 (20.35%) Data Mining
4 79 (19.85%) NoSQL
5 53 (13.32%) Apache Hive
6 35 (8.79%) Apache Cassandra
7 32 (8.04%) MySQL
8 28 (7.04%) HBase
9 24 (6.03%) MongoDB
10 21 (5.28%) Mahout
11 17 (4.27%) PostgreSQL
12 15 (3.77%) Relational Database
13 11 (2.76%) Text Mining
13 11 (2.76%) Redis
14 9 (2.26%) Sybase ASE
14 9 (2.26%) Sybase IQ
15 7 (1.76%) RDBMS
16 3 (0.75%) Data Warehouse
17 1 (0.25%) QlikView
17 1 (0.25%) Amazon DynamoDB
Development Applications
1 27 (6.78%) Git (software)
2 13 (3.27%) Subversion
3 12 (3.02%) PyUnit
3 12 (3.02%) Ant
3 12 (3.02%) JUnit
4 5 (1.26%) Jenkins
4 5 (1.26%) Maven
5 2 (0.50%) JIRA
5 2 (0.50%) Selenium
General
1 66 (16.58%) Finance
2 33 (8.29%) Marketing
3 31 (7.79%) Games
4 17 (4.27%) Front Office
5 16 (4.02%) Banking
6 11 (2.76%) Advertising
7 9 (2.26%) Retail
8 7 (1.76%) Telecoms
9 2 (0.50%) Automotive
9 2 (0.50%) French Language
9 2 (0.50%) German Language
Job Titles
1 159 (39.95%) Developer
2 119 (29.90%) Data Scientist
3 67 (16.83%) Java Developer
4 29 (7.29%) Software Engineer
5 25 (6.28%) C++ Developer
6 21 (5.28%) Senior Developer
6 21 (5.28%) Programmer
7 17 (4.27%) Consultant
7 17 (4.27%) Python Developer
7 17 (4.27%) Real Time Software Engineer
7 17 (4.27%) Real Time Engineer
8 15 (3.77%) Junior
9 14 (3.52%) Graduate
10 13 (3.27%) Analyst
10 13 (3.27%) Java Programmer
11 12 (3.02%) Development Engineer
11 12 (3.02%) Senior Development Engineer
12 11 (2.76%) Security Engineer
12 11 (2.76%) Senior Java Developer
12 11 (2.76%) Security Consultant
Libraries, Frameworks & Software Standards
1 72 (18.09%) Natural Language Processing
2 26 (6.53%) HTML
2 26 (6.53%) .NET
3 22 (5.53%) ASP.NET
4 21 (5.28%) STL
4 21 (5.28%) RESTful
4 21 (5.28%) Boost C++ Libraries
5 16 (4.02%) Django
6 15 (3.77%) Web Services
6 15 (3.77%) HTML5
7 14 (3.52%) Spring
7 14 (3.52%) jQuery
8 12 (3.02%) CSS
8 12 (3.02%) JDBC
9 10 (2.51%) SciPy
9 10 (2.51%) NumPy
10 9 (2.26%) RabbitMQ
10 9 (2.26%) Guava
10 9 (2.26%) J2SE
11 7 (1.76%) Cascading
Miscellaneous
1 193 (48.49%) Computer Science
2 138 (34.67%) Statistics
3 131 (32.91%) Mathematics
4 67 (16.83%) Artificial Intelligence
5 61 (15.33%) Physics
6 26 (6.53%) Smartphone
7 25 (6.28%) Social Media
8 16 (4.02%) Clustering
9 14 (3.52%) Neural Network
9 14 (3.52%) Visualisation
10 12 (3.02%) Mobile App
11 9 (2.26%) Open Source
11 9 (2.26%) Reference Data
11 9 (2.26%) Equities
12 8 (2.01%) Psychology
12 8 (2.01%) Applied Mathematics
13 7 (1.76%) Informatics
13 7 (1.76%) Chemistry
13 7 (1.76%) Economics
13 7 (1.76%) Digital Media
Operating Systems
1 55 (13.82%) Linux
2 34 (8.54%) Android
3 16 (4.02%) UNIX
4 13 (3.27%) Apple iOS
5 9 (2.26%) Windows
6 4 (1.01%) Embedded Linux
7 3 (0.75%) Ubuntu
8 1 (0.25%) CentOS
8 1 (0.25%) VMS
8 1 (0.25%) Mac OS X
Processes & Methodologies
1 141 (35.43%) Software Engineering
2 111 (27.89%) Analytics
3 72 (18.09%) Bayesian Methods
4 66 (16.58%) TDD
5 63 (15.83%) OO
6 60 (15.08%) Agile Software Development
7 55 (13.82%) MapReduce
8 42 (10.55%) Data Analysis
9 37 (9.30%) Multithreading
10 36 (9.05%) Signal Processing
11 28 (7.04%) Functional Programming
12 24 (6.03%) Statistical Analysis
13 20 (5.03%) Predictive Modelling
13 20 (5.03%) Statistical Modelling
14 19 (4.77%) Big Data Analytics
15 18 (4.52%) Risk Analysis
15 18 (4.52%) Data Modelling
16 17 (4.27%) Pair Programming
16 17 (4.27%) Data Analytics
17 16 (4.02%) Pattern Recognition
Programming Languages
1 242 (60.80%) Java
2 170 (42.71%) Python
3 132 (33.17%) C++
4 94 (23.62%) R
5 72 (18.09%) SQL
6 64 (16.08%) C#
7 61 (15.33%) MATLAB
8 55 (13.82%) Scala
8 55 (13.82%) JavaScript
9 34 (8.54%) Clojure
10 31 (7.79%) C
11 27 (6.78%) Ruby
12 20 (5.03%) Perl
13 10 (2.51%) Erlang
14 9 (2.26%) RPG
15 8 (2.01%) Bash Shell
16 7 (1.76%) PHP
17 3 (0.75%) Haskell
18 2 (0.50%) Objective-C
19 1 (0.25%) F#
Qualifications
1 162 (40.70%) Degree
2 109 (27.39%) PhD
3 11 (2.76%) SC Cleared
3 11 (2.76%) Security Cleared
Quality Assurance & Compliance
1 11 (2.76%) QA
Systems Management
1 18 (4.52%) Puppet
2 15 (3.77%) Opscode Chef
3 1 (0.25%) Nagios
3 1 (0.25%) Ganglia
Vendors
1 16 (4.02%) Google
2 10 (2.51%) Facebook
3 9 (2.26%) ParAccel
3 9 (2.26%) Sybase
3 9 (2.26%) Reuters
3 9 (2.26%) Bloomberg
4 2 (0.50%) IBM
5 1 (0.25%) Sun
5 1 (0.25%) Apple
5 1 (0.25%) BT
5 1 (0.25%) Omniture
5 1 (0.25%) Rackspace
5 1 (0.25%) Tableau
London
Facebook Engineering
Posted: 10 hours ago
London
Facebook Engineering
Posted: 12 hours ago
London
Facebook
Posted: 13 hours ago
London
Facebook Engineering
Posted: 15 hours ago
City, London
ISL
Salary: £35000.00 - £45000.00 per annum
Posted: 17 hours ago
City, London
Client Server
Salary: £45k to £60k (multiple roles) + equity + benefits
Posted: 19 hours ago
City, London
Parallel Consulting
Salary: £31000 - £60000 per annum + bonus, benefits, healthcare
Posted: 20 hours ago
North London
Oliver Bernard
Salary: From £70,000 to £80,000 per annum
Posted: 23 hours ago
City, London
Harrington Starr
Salary: £40000 - £45000 per annum + Benefits + Bonus
Posted: Yesterday
Oxford, Oxfordshire
ENTERPRISE RECRUITMENT LTD
Salary: £28000 to £60000 per annum - share options
Posted: Yesterday
City, London
Coburg Banks IT
Salary: £35000 - £40000 per annum + Negotiable
Posted: Yesterday
City, London
Harrington Starr
Salary: £30000 - £50000 per annum
Posted: Yesterday
London
ARC IT Recruitment Ltd
Salary: £50000 Per Annum
Posted: 4 days ago
Central London / West End
Client Server
Salary: £50k to £55k + share options
Posted: 4 days ago
Hertfordshire
Deerfoot IT Resources Ltd
Salary: £45000 - £55000 per annum + Benefits
Posted: 4 days ago
Hertfordshire
Deerfoot IT Resources Ltd
Salary: £35000 - £45000 per annum + benefits
Posted: 4 days ago
Cambridge, Cambridgeshire
Resource Solutions - HSBC
Posted: 4 days ago
Cambridge, Cambridgeshire
Resource Solutions - HSBC
Salary: Highly competitive - based on what individual can bring
Posted: 4 days ago
Cambridge, Cambridgeshire
Softweb Resourcing Limited
Salary: From £25,000 to £45,000 per annum Best Training + Stock Options + More
Posted: 4 days ago
City, London
Oliver James Associates
Salary: £63000 - £73000 per annum
Posted: 5 days ago