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

Location
3 months to
20 Oct 2014
Same period 2013 Same period 2012
Artificial Intelligence (AI)
Rank 787 694 817
Rank change year-on-year
-93 +123
Permanent jobs citing Artificial Intelligence 89 169 77
As % of all permanent IT jobs located in England 0.083% 0.17% 0.071%
As % of the Miscellaneous category 0.22% 0.42% 0.18%
Number of salaries quoted 77 155 74
Average salary £50,000 £65,000 £45,000
Average salary % change year-on-year
-23.07% +44.44%
90% offered a salary of more than £27,500 £41,500 £28,100
10% offered a salary of more than £80,000 £80,000 £65,000
UK excluding London average salary £40,000 £44,500 £32,500
% change year-on-year
-10.11% +36.92%
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
40413 40157 43389
As % of all permanent IT jobs located in England 37.82% 39.74% 39.93%
Number of salaries quoted 32164 32932 36540
Average salary £47,500 £47,500 £45,000
Average salary % change year-on-year
- +5.55%
90% offered a salary of more than £28,000 £27,500 £27,500
10% offered a salary of more than £75,000 £75,000 £75,000
UK excluding London average salary £40,000 £40,000 £38,500
% change year-on-year
- +3.89%

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 20 October 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 20 October 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 -97 50 £65,000 - 5
East of England -15 16 £45,000 - 1
South East +1 7 £22,500 -52.63%
West Midlands -17 6 £37,125 +118.38%
North West - 5 £37,500 - 3
Yorkshire - 4 £32,500 - 1
South West -18 2 £40,000 -3.61% 2
Artificial Intelligence
UK

Artificial Intelligence
Top 30 Related IT Skills in England

For the 6 months to 20 October 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.

1 132 (57.64%) Computer Science
2 125 (54.59%) Java
3 111 (48.47%) Algorithms
4 107 (46.72%) Big Data
5 93 (40.61%) Degree
6 86 (37.55%) Python
7 80 (34.93%) C#
8 78 (34.06%) Agile Software Development
9 73 (31.88%) Hadoop
10 70 (30.57%) SQL
11 66 (28.82%) C++
12 61 (26.64%) HTML
12 61 (26.64%) Software Engineering
12 61 (26.64%) Machine Learning
13 59 (25.76%) OO
14 58 (25.33%) Mathematics
15 55 (24.02%) Scala
16 54 (23.58%) Analytics
17 50 (21.83%) jQuery
18 49 (21.40%) CSS
19 46 (20.09%) Apache Cassandra
20 45 (19.65%) NoSQL
21 44 (19.21%) .NET
22 42 (18.34%) Linux
22 42 (18.34%) Finance
23 40 (17.47%) Data Mining
24 38 (16.59%) Games
25 37 (16.16%) ASP.NET
26 36 (15.72%) UNIX
27 35 (15.28%) PhD

Artificial Intelligence
Top Related IT Skills in England by Category

For the 6 months to 20 October 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 (9.17%) Tomcat
1 21 (9.17%) GlassFish
2 19 (8.30%) SAS
3 12 (5.24%) Apache Pig
4 10 (4.37%) Apache Spark
5 9 (3.93%) Node.js
6 3 (1.31%) WordPress
7 1 (0.44%) Apache Solr
7 1 (0.44%) Apache
Applications
1 16 (6.99%) SPSS
2 11 (4.80%) CPLEX
3 6 (2.62%) Adobe Creative Suite
3 6 (2.62%) Photoshop
3 6 (2.62%) Adobe Illustrator
3 6 (2.62%) InDesign
4 4 (1.75%) Stata
5 3 (1.31%) S-PLUS
5 3 (1.31%) Weka
6 2 (0.87%) MS Excel
7 1 (0.44%) Mathematica
Business Applications
1 1 (0.44%) Google Analytics
Cloud Services
1 6 (2.62%) Cloud Computing
2 4 (1.75%) Google Compute Engine
3 3 (1.31%) GitHub
4 2 (0.87%) Amazon AWS
Communications & Networking
1 7 (3.06%) HTTP
2 3 (1.31%) Internet
Database & Business Intelligence
1 107 (46.72%) Big Data
2 73 (31.88%) Hadoop
3 46 (20.09%) Apache Cassandra
4 45 (19.65%) NoSQL
5 40 (17.47%) Data Mining
6 32 (13.97%) MongoDB
7 27 (11.79%) Relational Database
8 23 (10.04%) BigTable
9 17 (7.42%) MySQL
10 7 (3.06%) Mahout
10 7 (3.06%) HBase
11 6 (2.62%) Apache Hive
12 5 (2.18%) Redis
12 5 (2.18%) SQL Server
13 4 (1.75%) PostgreSQL
14 3 (1.31%) Cognos Impromptu
15 2 (0.87%) Data Warehouse
16 1 (0.44%) DTS
16 1 (0.44%) Crystal Reports
16 1 (0.44%) SQL Server Reporting Services
Development Applications
1 13 (5.68%) Git (software)
2 10 (4.37%) Maven
2 10 (4.37%) Selenium
3 9 (3.93%) WebDriver
4 6 (2.62%) Jenkins
5 4 (1.75%) Grunt
6 3 (1.31%) Hudson
6 3 (1.31%) JUnit
7 2 (0.87%) SpecFlow
8 1 (0.44%) Cucumber
8 1 (0.44%) Visual Studio
General
1 42 (18.34%) Finance
2 38 (16.59%) Games
3 27 (11.79%) Advertising
4 11 (4.80%) Retail
5 7 (3.06%) Banking
6 5 (2.18%) Pharmaceutical
7 3 (1.31%) Telecoms
8 2 (0.87%) Marketing
9 1 (0.44%) Multimedia
9 1 (0.44%) Law
9 1 (0.44%) Manufacturing
9 1 (0.44%) Financial Institution
9 1 (0.44%) Front Office
9 1 (0.44%) Electronics
Job Titles
1 121 (52.84%) Developer
2 27 (11.79%) .NET Developer
2 27 (11.79%) Data Scientist
3 26 (11.35%) Java Developer
4 23 (10.04%) Software Engineer
5 21 (9.17%) JavaScript Developer
6 20 (8.73%) Junior
7 18 (7.86%) Software Developer
8 16 (6.99%) Junior Developer
8 16 (6.99%) Python Developer
9 13 (5.68%) Junior .NET Developer
10 12 (5.24%) Graduate
11 9 (3.93%) Senior Software Engineer
12 8 (3.49%) Analyst
13 7 (3.06%) Senior Developer
14 6 (2.62%) Programmer
14 6 (2.62%) C++ Developer
14 6 (2.62%) Java Software Engineer
14 6 (2.62%) Java Programmer
14 6 (2.62%) UI Designer
Libraries, Frameworks & Software Standards
1 61 (26.64%) HTML
2 50 (21.83%) jQuery
3 49 (21.40%) CSS
4 44 (19.21%) .NET
5 37 (16.16%) ASP.NET
6 30 (13.10%) Web Services
7 28 (12.23%) Ajax
7 28 (12.23%) .NET Framework
8 23 (10.04%) Natural Language Processing
9 20 (8.73%) Django
9 20 (8.73%) HTML5
10 15 (6.55%) Flask
11 14 (6.11%) AngularJS
12 11 (4.80%) Ember.js
12 11 (4.80%) Backbone.js
12 11 (4.80%) KnockoutJS
13 6 (2.62%) Ruby on Rails
13 6 (2.62%) Guava
14 5 (2.18%) XML
14 5 (2.18%) REST
Miscellaneous
1 132 (57.64%) Computer Science
2 111 (48.47%) Algorithms
3 58 (25.33%) Mathematics
4 24 (10.48%) Statistics
4 24 (10.48%) Physics
5 21 (9.17%) Analytical Skills
6 20 (8.73%) Visualisation
7 14 (6.11%) Data Structures
7 14 (6.11%) User Experience
8 13 (5.68%) Chemistry
8 13 (5.68%) Neural Network
9 11 (4.80%) Economics
9 11 (4.80%) Psychology
9 11 (4.80%) Informatics
9 11 (4.80%) Applied Mathematics
9 11 (4.80%) Digital Media
9 11 (4.80%) Social Network
10 9 (3.93%) Hedge funds
11 7 (3.06%) Enterprise Software
12 6 (2.62%) Mobile App
Operating Systems
1 42 (18.34%) Linux
2 36 (15.72%) UNIX
3 35 (15.28%) Android
4 33 (14.41%) Apple iOS
5 6 (2.62%) Windows
6 5 (2.18%) Ubuntu
7 3 (1.31%) Oracle Linux
7 3 (1.31%) Debian
Processes & Methodologies
1 78 (34.06%) Agile Software Development
2 61 (26.64%) Software Engineering
2 61 (26.64%) Machine Learning
3 59 (25.76%) OO
4 54 (23.58%) Analytics
5 35 (15.28%) Data Analysis
6 32 (13.97%) Multithreading
7 24 (10.48%) TDD
8 23 (10.04%) Predictive Modelling
9 22 (9.61%) Data Modelling
10 20 (8.73%) Bayesian Methods
11 17 (7.42%) Data Analytics
11 17 (7.42%) Functional Programming
12 16 (6.99%) Test Automation
13 15 (6.55%) Statistical Analysis
14 14 (6.11%) Bioinformatics
14 14 (6.11%) Unit Testing
15 13 (5.68%) MVC
16 11 (4.80%) Business Analysis
16 11 (4.80%) Econometrics
Programming Languages
1 125 (54.59%) Java
2 86 (37.55%) Python
3 80 (34.93%) C#
4 70 (30.57%) SQL
5 66 (28.82%) C++
6 55 (24.02%) Scala
7 31 (13.54%) JavaScript
8 26 (11.35%) Clojure
9 25 (10.92%) C
9 25 (10.92%) PHP
9 25 (10.92%) Ruby
10 24 (10.48%) R
10 24 (10.48%) Objective-C
11 17 (7.42%) MATLAB
12 11 (4.80%) VB
13 6 (2.62%) Perl
14 5 (2.18%) Bash Shell
15 2 (0.87%) T-SQL
15 2 (0.87%) Shell Script
15 2 (0.87%) Haskell
Qualifications
1 93 (40.61%) Degree
2 35 (15.28%) PhD
3 1 (0.44%) SC Cleared
3 1 (0.44%) Security Cleared
Quality Assurance & Compliance
1 10 (4.37%) QA
System Software
1 1 (0.44%) Apache Flume
1 1 (0.44%) zsh
1 1 (0.44%) HDFS
Systems Management
1 2 (0.87%) Puppet
Vendors
1 30 (13.10%) Microsoft
2 16 (6.99%) Google
3 7 (3.06%) Adobe
4 5 (2.18%) Facebook
5 4 (1.75%) Apple
6 3 (1.31%) Oracle
6 3 (1.31%) Dell
7 2 (0.87%) Red Hat
8 1 (0.44%) Business Objects
8 1 (0.44%) Omniture
8 1 (0.44%) Zend
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