The table below looks at the prevalence of the term Artificial Intelligence in IT jobs advertised for the England region. Included is a guide to the average salaries offered in IT jobs that have cited Artificial Intelligence over the 3 months to 17 September 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
17 Sep 2014
Same period 2013 Same period 2012
Artificial Intelligence (AI)
Rank 774 713 808
Rank change year-on-year
-61 +95
Permanent jobs citing Artificial Intelligence 106 133 79
As % of all permanent IT jobs located in England 0.10% 0.13% 0.071%
As % of the Miscellaneous category 0.27% 0.34% 0.18%
Number of salaries quoted 96 124 76
Average salary £42,500 £62,500 £45,000
Average salary % change year-on-year
-32.00% +38.88%
90% offered a salary of more than £27,500 £42,500 £24,100
10% offered a salary of more than £76,250 £77,500 £64,500
UK excluding London average salary £37,500 £48,750 £28,000
% change year-on-year
-23.07% +74.10%
Artificial Intelligence
UK

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

Miscellaneous Category
England
Permanent IT job ads with a match in the
Miscellaneous category
39912 39336 43601
As % of all permanent IT jobs located in England 37.92% 39.39% 39.34%
Number of salaries quoted 31445 32173 37001
Average salary £46,000 £45,000 £45,000
Average salary % change year-on-year
+2.22% -
90% offered a salary of more than £28,000 £27,500 £27,500
10% offered a salary of more than £72,500 £75,000 £75,000
UK excluding London average salary £40,000 £40,000 £37,500
% change year-on-year
- +6.66%

Artificial Intelligence
Jobs Demand Trend in England

This chart provides a 3-month moving total of permanent IT jobs citing Artificial Intelligence across the England region as a proportion of the total demand within the Miscellaneous category.

Artificial Intelligence Jobs Demand Trend in England

Artificial Intelligence
Salary Trend in England

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

Artificial Intelligence Salary Trend in England

Artificial Intelligence
Salary Histogram in England

This chart provides a salary histogram for IT jobs citing Artificial Intelligence across the England region over the 3 months to 17 September 2014.

Artificial Intelligence Salary Histogram in England

Artificial Intelligence
Job Locations in England

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing Artificial Intelligence within the England region over the 3 months to 17 September 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 -63 56 £62,500 - 3
East of England 0 21 £45,000 -10.00% 2
West Midlands +6 12 £34,625 +103.67%
Yorkshire - 6 £32,500 -
North West - 6 £32,500 -
South East -6 5 £25,000 -47.36%
Artificial Intelligence
UK

Artificial Intelligence
Top 30 Related IT Skills in England

For the 6 months to 17 September 2014, IT jobs across the England region citing Artificial Intelligence 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 Artificial Intelligence.

1 154 (55.40%) Computer Science
2 140 (50.36%) Java
3 111 (39.93%) Big Data
4 106 (38.13%) Degree
5 98 (35.25%) Python
5 98 (35.25%) Agile Software Development
6 86 (30.94%) C#
7 77 (27.70%) Hadoop
8 75 (26.98%) Scala
9 74 (26.62%) SQL
9 74 (26.62%) Software Engineering
9 74 (26.62%) Mathematics
10 70 (25.18%) OO
11 69 (24.82%) HTML
12 66 (23.74%) C++
13 64 (23.02%) Machine Learning
14 58 (20.86%) NoSQL
15 56 (20.14%) Apache Cassandra
16 55 (19.78%) Data Mining
17 53 (19.06%) CSS
18 52 (18.71%) jQuery
19 51 (18.35%) Analytics
20 50 (17.99%) Games
21 49 (17.63%) .NET
22 48 (17.27%) Linux
22 48 (17.27%) PhD
23 47 (16.91%) Finance
24 42 (15.11%) JavaScript
24 42 (15.11%) Advertising
25 40 (14.39%) UNIX

Artificial Intelligence
Top Related IT Skills in England by Category

For the 6 months to 17 September 2014, IT jobs across the England region citing Artificial Intelligence 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 Artificial Intelligence. Up to 20 skills are shown per category.

Application Platforms
1 21 (7.55%) Tomcat
1 21 (7.55%) GlassFish
2 18 (6.47%) SAS
3 11 (3.96%) Apache Pig
4 9 (3.24%) Node.js
5 4 (1.44%) WordPress
6 2 (0.72%) Apache Solr
6 2 (0.72%) Apache
Applications
1 14 (5.04%) SPSS
2 9 (3.24%) Photoshop
2 9 (3.24%) Adobe Illustrator
2 9 (3.24%) InDesign
3 8 (2.88%) CPLEX
4 5 (1.80%) Weka
4 5 (1.80%) Stata
5 4 (1.44%) MS Excel
5 4 (1.44%) S-PLUS
6 1 (0.36%) Mathematica
Business Applications
1 1 (0.36%) Google Analytics
Cloud Services
1 8 (2.88%) GitHub
2 6 (2.16%) Cloud Computing
3 4 (1.44%) Google Compute Engine
4 2 (0.72%) Amazon AWS
4 2 (0.72%) SaaS
Communications & Networking
1 8 (2.88%) HTTP
2 3 (1.08%) Internet
Database & Business Intelligence
1 111 (39.93%) Big Data
2 77 (27.70%) Hadoop
3 58 (20.86%) NoSQL
4 56 (20.14%) Apache Cassandra
5 55 (19.78%) Data Mining
6 32 (11.51%) MongoDB
7 26 (9.35%) Relational Database
8 25 (8.99%) BigTable
9 20 (7.19%) MySQL
10 12 (4.32%) HBase
11 11 (3.96%) Mahout
12 8 (2.88%) Apache Hive
12 8 (2.88%) Cognos Impromptu
12 8 (2.88%) PostgreSQL
13 6 (2.16%) Redis
14 5 (1.80%) SQL Server
15 3 (1.08%) Data Warehouse
16 2 (0.72%) RDBMS
17 1 (0.36%) DTS
17 1 (0.36%) Crystal Reports
Development Applications
1 17 (6.12%) Git (software)
2 12 (4.32%) Maven
3 11 (3.96%) Selenium
3 11 (3.96%) WebDriver
4 7 (2.52%) Jenkins
5 5 (1.80%) JUnit
6 4 (1.44%) Grunt
7 3 (1.08%) Hudson
8 2 (0.72%) SpecFlow
8 2 (0.72%) Ant
9 1 (0.36%) Visual Studio
General
1 50 (17.99%) Games
2 47 (16.91%) Finance
3 42 (15.11%) Advertising
4 8 (2.88%) Banking
4 8 (2.88%) Retail
5 6 (2.16%) Marketing
6 3 (1.08%) Telecoms
6 3 (1.08%) Pharmaceutical
7 1 (0.36%) Financial Institution
7 1 (0.36%) Front Office
7 1 (0.36%) Electronics
7 1 (0.36%) Law
7 1 (0.36%) Manufacturing
7 1 (0.36%) Multimedia
Job Titles
1 155 (55.76%) Developer
2 35 (12.59%) Java Developer
3 34 (12.23%) Data Scientist
4 30 (10.79%) Python Developer
5 29 (10.43%) Software Engineer
6 27 (9.71%) .NET Developer
7 26 (9.35%) Software Developer
8 23 (8.27%) JavaScript Developer
9 22 (7.91%) Junior
10 16 (5.76%) Junior Developer
11 13 (4.68%) Junior .NET Developer
12 11 (3.96%) Senior Developer
13 10 (3.60%) Web Developer
14 9 (3.24%) Graduate
14 9 (3.24%) UI Designer
14 9 (3.24%) Designer
15 8 (2.88%) Senior Python Developer
15 8 (2.88%) Java Programmer
15 8 (2.88%) Programmer
15 8 (2.88%) Statistician
Libraries, Frameworks & Software Standards
1 69 (24.82%) HTML
2 53 (19.06%) CSS
3 52 (18.71%) jQuery
4 49 (17.63%) .NET
5 39 (14.03%) ASP.NET
5 39 (14.03%) Natural Language Processing
6 35 (12.59%) Django
7 31 (11.15%) Flask
8 29 (10.43%) Web Services
9 28 (10.07%) Ajax
9 28 (10.07%) .NET Framework
10 22 (7.91%) HTML5
11 16 (5.76%) AngularJS
12 12 (4.32%) Ember.js
12 12 (4.32%) Backbone.js
12 12 (4.32%) KnockoutJS
13 6 (2.16%) CSS3
13 6 (2.16%) ASP.NET MVC 4
13 6 (2.16%) Guava
13 6 (2.16%) ASP.NET MVC
Miscellaneous
1 154 (55.40%) Computer Science
2 74 (26.62%) Mathematics
3 28 (10.07%) Physics
4 27 (9.71%) Statistics
5 26 (9.35%) Analytical Skills
6 17 (6.12%) User Experience
7 16 (5.76%) Visualisation
8 11 (3.96%) Chemistry
9 10 (3.60%) Online Games
10 9 (3.24%) Neural Network
11 8 (2.88%) Economics
11 8 (2.88%) Applied Mathematics
11 8 (2.88%) Informatics
11 8 (2.88%) Open Source
11 8 (2.88%) Social Network
11 8 (2.88%) Psychology
11 8 (2.88%) Digital Media
11 8 (2.88%) Mobile App
12 7 (2.52%) Hedge funds
13 6 (2.16%) Enterprise Software
Operating Systems
1 48 (17.27%) Linux
2 40 (14.39%) UNIX
3 35 (12.59%) Android
4 33 (11.87%) Apple iOS
5 6 (2.16%) Windows
6 5 (1.80%) Ubuntu
7 3 (1.08%) Oracle Linux
7 3 (1.08%) Debian
Processes & Methodologies
1 98 (35.25%) Agile Software Development
2 74 (26.62%) Software Engineering
3 70 (25.18%) OO
4 64 (23.02%) Machine Learning
5 51 (18.35%) Analytics
6 39 (14.03%) Multithreading
6 39 (14.03%) TDD
7 29 (10.43%) Data Analysis
8 22 (7.91%) Bayesian Methods
9 21 (7.55%) Unit Testing
9 21 (7.55%) MVC
10 20 (7.19%) Functional Programming
11 19 (6.83%) Continuous Integration
12 17 (6.12%) Predictive Modelling
12 17 (6.12%) Data Modelling
13 16 (5.76%) Test Automation
14 15 (5.40%) Customer Engagement
14 15 (5.40%) Deep Learning
15 13 (4.68%) MapReduce
15 13 (4.68%) Data Analytics
Programming Languages
1 140 (50.36%) Java
2 98 (35.25%) Python
3 86 (30.94%) C#
4 75 (26.98%) Scala
5 74 (26.62%) SQL
6 66 (23.74%) C++
7 42 (15.11%) JavaScript
8 28 (10.07%) R
9 27 (9.71%) Clojure
10 25 (8.99%) C
11 24 (8.63%) Objective-C
12 23 (8.27%) PHP
13 22 (7.91%) Ruby
14 15 (5.40%) MATLAB
15 10 (3.60%) Perl
16 8 (2.88%) VB
17 7 (2.52%) Bash Shell
18 3 (1.08%) C-shell
18 3 (1.08%) Haskell
18 3 (1.08%) Shell Script
Qualifications
1 106 (38.13%) Degree
2 48 (17.27%) PhD
Quality Assurance & Compliance
1 14 (5.04%) QA
System Software
1 3 (1.08%) zsh
1 3 (1.08%) HDFS
Systems Management
1 7 (2.52%) Puppet
Vendors
1 32 (11.51%) Microsoft
2 12 (4.32%) Google
3 10 (3.60%) Adobe
4 6 (2.16%) Facebook
5 5 (1.80%) Dell
6 4 (1.44%) Apple
7 3 (1.08%) Oracle
8 2 (0.72%) Red Hat
8 2 (0.72%) Zend
9 1 (0.36%) Business Objects
9 1 (0.36%) Omniture
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