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

Location
3 months to
2 Jul 2015
Same period 2014 Same period 2013
Machine Learning
Rank 616 736 805
Rank change year-on-year
+120 +69
Permanent jobs citing Machine Learning 254 180 55
As % of all permanent IT jobs located in England 0.25% 0.16% 0.054%
As % of the Processes & Methodologies category 0.30% 0.19% 0.066%
Number of salaries quoted 233 166 37
Average salary £57,500 £50,000 £57,500
Average salary % change year-on-year
+15.00% -13.04%
90% offered a salary of more than £35,000 £35,000 £35,000
10% offered a salary of more than £100,000 £70,750 £76,000
UK excluding London average salary £50,000 £40,000 £50,000
% change year-on-year
+25.00% -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
85971 92682 82919
As % of all permanent IT jobs located in England 84.44% 82.72% 80.95%
Number of salaries quoted 71068 75748 69069
Average salary £50,000 £50,000 £47,000
Average salary % change year-on-year
- +6.38%
90% offered a salary of more than £32,500 £32,000 £30,000
10% offered a salary of more than £75,000 £72,500 £74,100
UK excluding London average salary £44,500 £42,500 £40,000
% change year-on-year
+4.70% +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 2 July 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 2 July 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 +115 209 £60,000 +9.09% 29
East of England +7 21 £55,000 +57.14% 4
South East -1 14 £45,250 +6.47% 5
Yorkshire - 5 £31,250 -
North West - 4 £62,500 -
South West -26 1 £25,000 -53.48%
Machine Learning
UK

Machine Learning
Top 30 Related IT Skills in England

For the 6 months to 2 July 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.

1 228 (50.55%) Python
2 217 (48.12%) Analytics
3 207 (45.90%) Big Data
4 206 (45.68%) Algorithms
5 178 (39.47%) Computer Science
6 174 (38.58%) Mathematics
7 173 (38.36%) Java
8 164 (36.36%) R
9 156 (34.59%) SQL
9 156 (34.59%) Degree
10 153 (33.92%) Hadoop
11 138 (30.60%) Statistics
12 125 (27.72%) PhD
13 112 (24.83%) Agile Software Development
14 108 (23.95%) NoSQL
15 103 (22.84%) C++
16 98 (21.73%) Data Mining
17 94 (20.84%) Finance
18 82 (18.18%) Artificial Intelligence
19 81 (17.96%) MATLAB
20 77 (17.07%) Analytical Skills
21 70 (15.52%) Statistical Modelling
22 64 (14.19%) Business Intelligence
22 64 (14.19%) Software Engineering
23 62 (13.75%) Scala
24 59 (13.08%) Visualisation
25 58 (12.86%) Natural Language Processing
25 58 (12.86%) SAS
26 57 (12.64%) Predictive Analytics
27 52 (11.53%) Apache Hive

Machine Learning
Top Related IT Skills in England by Category

For the 6 months to 2 July 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 58 (12.86%) SAS
2 48 (10.64%) Apache Spark
3 33 (7.32%) Apache Pig
4 29 (6.43%) Elasticsearch
5 19 (4.21%) Apache Solr
6 11 (2.44%) Apache
7 10 (2.22%) Tomcat
8 9 (2.00%) SharePoint
8 9 (2.00%) Node.js
9 2 (0.44%) CMS
9 2 (0.44%) IPython
10 1 (0.22%) SharePoint Server
10 1 (0.22%) GlassFish
10 1 (0.22%) WordPress
Applications
1 13 (2.88%) SPSS
2 9 (2.00%) MS Excel
2 9 (2.00%) Weka
3 5 (1.11%) CPLEX
4 4 (0.89%) MS PowerPoint
4 4 (0.89%) PowerPivot
4 4 (0.89%) Mathematica
4 4 (0.89%) GNU Octave
5 3 (0.67%) MS Office
5 3 (0.67%) Stata
6 1 (0.22%) Gephi
Cloud Services
1 23 (5.10%) Amazon AWS
2 19 (4.21%) Microsoft Azure
3 6 (1.33%) Google Analytics
4 3 (0.67%) SaaS
5 1 (0.22%) Azure Machine Learning
Communications & Networking
1 12 (2.66%) HTTP
2 5 (1.11%) TCP/IP
3 2 (0.44%) DMZ
3 2 (0.44%) Internet
3 2 (0.44%) Firewall
3 2 (0.44%) SNMP
3 2 (0.44%) Intrusion Detection
4 1 (0.22%) Wireless
Database & Business Intelligence
1 207 (45.90%) Big Data
2 153 (33.92%) Hadoop
3 108 (23.95%) NoSQL
4 98 (21.73%) Data Mining
5 52 (11.53%) Apache Hive
6 42 (9.31%) MongoDB
7 32 (7.10%) Apache Cassandra
8 28 (6.21%) SQL Server
9 23 (5.10%) MySQL
10 19 (4.21%) Data Warehouse
10 19 (4.21%) QlikView
11 17 (3.77%) SQL Server Integration Services
12 16 (3.55%) HBase
12 16 (3.55%) Text Mining
13 14 (3.10%) SQL Server Reporting Services
13 14 (3.10%) SQL Server Analysis Services
13 14 (3.10%) HDInsight
14 13 (2.88%) Relational Database
15 11 (2.44%) Mahout
16 8 (1.77%) RDBMS
Development Applications
1 9 (2.00%) Maven
2 6 (1.33%) Git (software)
3 4 (0.89%) JUnit
3 4 (0.89%) JMeter
4 3 (0.67%) Talend Open Studio
5 2 (0.44%) SQL Server Management Studio (SSMS)
6 1 (0.22%) NetBeans
6 1 (0.22%) Visual Studio
6 1 (0.22%) Eclipse
General
1 94 (20.84%) Finance
2 27 (5.99%) Retail
3 26 (5.76%) Marketing
4 18 (3.99%) Games
5 11 (2.44%) Pharmaceutical
6 10 (2.22%) Law
7 6 (1.33%) Banking
8 5 (1.11%) Publishing
9 4 (0.89%) Telecoms
10 3 (0.67%) Legal
11 2 (0.44%) Advertising
12 1 (0.22%) Electronics
12 1 (0.22%) Online Betting
Job Titles
1 186 (41.24%) Data Scientist
2 127 (28.16%) Developer
3 46 (10.20%) Java Developer
4 20 (4.43%) Software Engineer
4 20 (4.43%) C++ Developer
5 19 (4.21%) Analyst
6 13 (2.88%) Consultant
6 13 (2.88%) Senior Developer
7 12 (2.66%) Data Analyst
7 12 (2.66%) Graduate
8 11 (2.44%) Junior
8 11 (2.44%) Research Engineer
9 10 (2.22%) Business Intelligence Consultant
9 10 (2.22%) Graduate Developer
10 9 (2.00%) Microsoft Consultant
10 9 (2.00%) Business Consultant
10 9 (2.00%) Architect
10 9 (2.00%) Graduate Java Developer
10 9 (2.00%) Microsoft BI Consultant
11 8 (1.77%) Research Scientist
Libraries, Frameworks & Software Standards
1 58 (12.86%) Natural Language Processing
2 27 (5.99%) .NET
3 26 (5.76%) CSS
4 25 (5.54%) HTML
5 24 (5.32%) STL
5 24 (5.32%) Spring
5 24 (5.32%) Boost C++ Libraries
6 20 (4.43%) Web Services
7 17 (3.77%) D3.js
8 16 (3.55%) RESTful
8 16 (3.55%) Akka
9 15 (3.33%) HTML5
10 12 (2.66%) REST
10 12 (2.66%) XML
10 12 (2.66%) AngularJS
10 12 (2.66%) Pandas
11 11 (2.44%) jQuery
12 10 (2.22%) scikit-learn
13 9 (2.00%) ASP.NET
14 8 (1.77%) Ajax
Miscellaneous
1 206 (45.68%) Algorithms
2 178 (39.47%) Computer Science
3 174 (38.58%) Mathematics
4 138 (30.60%) Statistics
5 82 (18.18%) Artificial Intelligence
6 77 (17.07%) Analytical Skills
7 59 (13.08%) Visualisation
8 51 (11.31%) Physics
9 41 (9.09%) Neural Network
10 38 (8.43%) Data Structures
11 26 (5.76%) Applied Mathematics
12 23 (5.10%) Social Media
13 21 (4.66%) Mobile App
14 18 (3.99%) Clustering
15 15 (3.33%) Economics
16 14 (3.10%) Digital Media
17 9 (2.00%) Embedded Systems
18 8 (1.77%) Smart Meter
18 8 (1.77%) Biometrics
19 7 (1.55%) Foreign Exchange (FX)
Operating Systems
1 39 (8.65%) Linux
2 16 (3.55%) Android
3 15 (3.33%) UNIX
4 12 (2.66%) Windows
5 7 (1.55%) Apple iOS
6 2 (0.44%) CentOS
7 1 (0.22%) Embedded Linux
Processes & Methodologies
1 217 (48.12%) Analytics
2 112 (24.83%) Agile Software Development
3 70 (15.52%) Statistical Modelling
4 64 (14.19%) Business Intelligence
4 64 (14.19%) Software Engineering
5 57 (12.64%) Predictive Analytics
6 46 (10.20%) OO
7 44 (9.76%) Bayesian Methods
8 42 (9.31%) TDD
9 37 (8.20%) Predictive Modelling
9 37 (8.20%) MapReduce
10 33 (7.32%) E-Commerce
11 32 (7.10%) Data Modelling
12 31 (6.87%) Data Analysis
13 29 (6.43%) Statistical Analysis
14 27 (5.99%) Open Source
15 25 (5.54%) Performance Management
16 23 (5.10%) Logistic Regression
16 23 (5.10%) Data Visualisation
16 23 (5.10%) Multithreading
Programming Languages
1 228 (50.55%) Python
2 173 (38.36%) Java
3 164 (36.36%) R
4 156 (34.59%) SQL
5 103 (22.84%) C++
6 81 (17.96%) MATLAB
7 62 (13.75%) Scala
8 40 (8.87%) JavaScript
9 36 (7.98%) C#
10 34 (7.54%) Ruby
11 31 (6.87%) C
12 21 (4.66%) Clojure
13 15 (3.33%) Perl
14 5 (1.11%) Bash Shell
15 4 (0.89%) Go
15 4 (0.89%) Embedded C++
15 4 (0.89%) VBA
16 3 (0.67%) Embedded C
16 3 (0.67%) T-SQL
16 3 (0.67%) VB.NET
Qualifications
1 156 (34.59%) Degree
2 125 (27.72%) PhD
3 5 (1.11%) Microsoft Certification
4 4 (0.89%) PMP
4 4 (0.89%) PMI Certification
4 4 (0.89%) SC Cleared
4 4 (0.89%) Security Cleared
5 2 (0.44%) PRINCE2 Certification
6 1 (0.22%) DV Cleared
Quality Assurance & Compliance
1 4 (0.89%) Data Quality
2 1 (0.22%) SLA
System Software
1 2 (0.44%) Active Directory
2 1 (0.22%) Docker
2 1 (0.22%) HDFS
Vendors
1 32 (7.10%) Tableau
2 29 (6.43%) Microsoft
3 24 (5.32%) Oracle
4 14 (3.10%) Google
5 8 (1.77%) Cognos
6 7 (1.55%) Business Objects
6 7 (1.55%) SAP
6 7 (1.55%) Informatica
6 7 (1.55%) MicroStrategy
6 7 (1.55%) Cloudera
7 6 (1.33%) IBM
8 4 (0.89%) Netezza
9 3 (0.67%) Splunk
9 3 (0.67%) Talend
10 2 (0.44%) Red Gate
10 2 (0.44%) Apple
10 2 (0.44%) Sybase
11 1 (0.22%) Cognizant
11 1 (0.22%) Teradata
11 1 (0.22%) Atlassian
London
Purple Consultancy
Salary: £50000 - £55000 per annum
Posted: 16 hours ago
London
ARC IT Recruitment
Salary: Competitive
Posted: Yesterday
London
Client Server
Salary: £50k to £60k + benefits
Posted: Yesterday
City, London
Burns Sheehan
Salary: £60000 - £90000 per annum
Posted: Yesterday
Surrey
ECM Selection
Salary: up to £50k dep. on experience
Posted: Yesterday
London
Oho Group Ltd.
Salary: £28000 - £35000 per annum, Benefits Bonus, Healthcare, Pension, Traini
Posted: Yesterday
London
Purple Consultancy
Salary: £65000 - £70000 per annum
Posted: Yesterday
London
Salt
Salary: £60000 - £80000 per annum + Bonus
Posted: Yesterday
Cambridge, Cambridgeshire
Computer People
Salary: £25000.00 - £35000.00 per annum + Benefits
Posted: 2 days ago
Leatherhead, Surrey
TLP Consultancy Ltd.
Salary: £28000 - £35000 per annum
Posted: 2 days ago
Central London / West End
ANSON MCCADE
Salary: £35,000 - £57,000
Posted: 3 days ago
Basingstoke, Hampshire
Oxbridge Answers
Salary: 45,000 - 55,000 + Bonus
Posted: 3 days ago
Central London / West End
ANSON MCCADE
Salary: £40,000 to £57,500
Posted: 3 days ago
London
HAYS INFORMATION TECHNOLOGY
Salary: £95000.00 - £115000.00 per annum + bonus and benefits
Posted: 3 days ago
City, London
TEKsystems
Salary: £55000 - £85000 per annum + benefits
Posted: 4 days ago
Hertford, Hertfordshire
Understanding Recruitment
Salary: £65000 - £70000 per annum + be - shares, pens, health+
Posted: 4 days ago
Surbiton, Surrey
Understanding Recruitment
Salary: £55000 - £65000 per annum + be - equity, pens, health
Posted: 4 days ago
Surbiton, Surrey
Understanding Recruitment
Salary: £45000 - £50000 per annum + be - bonus, share options, pens
Posted: 4 days ago
City, London
Harrington Starr
Salary: £60000 - £65000 per annum + Benefits + Bonus
Posted: 5 days ago
City, London
Bond Mckenzie
Salary: From £55,000 to £75,000 per annum PLUS BONUS AND BENEFITS
Posted: 6 days ago