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 18 December 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
18 Dec 2014
Same period 2013 Same period 2012
Artificial Intelligence (AI)
Rank 785 782 769
Rank change year-on-year
-3 -13
Permanent jobs citing Artificial Intelligence 85 96 103
As % of all permanent IT jobs located in England 0.081% 0.094% 0.094%
As % of the Miscellaneous category 0.21% 0.24% 0.24%
Number of salaries quoted 71 86 98
Average salary £56,250 £66,250 £42,500
Average salary % change year-on-year
-15.09% +55.88%
90% offered a salary of more than £27,500 £40,750 £28,500
10% offered a salary of more than £85,000 £80,000 £70,000
UK excluding London average salary £40,000 £23,000 £29,000
% change year-on-year
+73.91% -20.68%
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 40350 42590
As % of all permanent IT jobs located in England 37.89% 39.41% 39.04%
Number of salaries quoted 32448 32131 36015
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 £28,000 £27,500
10% offered a salary of more than £75,000 £72,500 £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 18 December 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 18 December 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 -5 58 £65,000 -3.70% 3
South East - 8 £27,500 -
South West - 8 £40,000 - 2
East of England -24 6 £55,000 +89.65%
North West - 6 £27,500 -
Artificial Intelligence
UK

Artificial Intelligence
Top 30 Related IT Skills in England

For the 6 months to 18 December 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.

1 113 (59.16%) Algorithms
2 111 (58.12%) Computer Science
3 104 (54.45%) Java
4 101 (52.88%) Big Data
5 90 (47.12%) Degree
5 90 (47.12%) Python
6 79 (41.36%) C#
7 74 (38.74%) C++
8 73 (38.22%) Machine Learning
9 71 (37.17%) Hadoop
10 67 (35.08%) Analytics
10 67 (35.08%) SQL
11 60 (31.41%) Software Engineering
12 56 (29.32%) Agile Software Development
13 50 (26.18%) OO
14 49 (25.65%) Mathematics
15 45 (23.56%) PhD
16 41 (21.47%) Finance
17 39 (20.42%) R
18 38 (19.90%) HTML
19 37 (19.37%) .NET
19 37 (19.37%) Apache Cassandra
19 37 (19.37%) Scala
20 36 (18.85%) NoSQL
20 36 (18.85%) jQuery
20 36 (18.85%) Linux
21 35 (18.32%) ASP.NET
22 34 (17.80%) Data Mining
22 34 (17.80%) Multithreading
23 31 (16.23%) Microsoft

Artificial Intelligence
Top Related IT Skills in England by Category

For the 6 months to 18 December 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 (10.99%) Tomcat
1 21 (10.99%) GlassFish
2 18 (9.42%) Apache Pig
3 17 (8.90%) SAS
4 7 (3.66%) Apache Spark
5 1 (0.52%) Node.js
Applications
1 17 (8.90%) SPSS
2 14 (7.33%) CPLEX
3 2 (1.05%) S-PLUS
3 2 (1.05%) Stata
3 2 (1.05%) Mathematica
Cloud Services
1 6 (3.14%) Cloud Computing
2 4 (2.09%) Google Compute Engine
2 4 (2.09%) Google Cloud Platform
3 2 (1.05%) Amazon AWS
Communications & Networking
1 4 (2.09%) Internet
2 1 (0.52%) HTTP
2 1 (0.52%) TCP/IP
Database & Business Intelligence
1 101 (52.88%) Big Data
2 71 (37.17%) Hadoop
3 37 (19.37%) Apache Cassandra
4 36 (18.85%) NoSQL
5 34 (17.80%) Data Mining
6 29 (15.18%) MongoDB
7 23 (12.04%) BigTable
8 22 (11.52%) Relational Database
9 13 (6.81%) MySQL
10 8 (4.19%) SQL Server
10 8 (4.19%) Apache Hive
11 5 (2.62%) HBase
11 5 (2.62%) Redis
12 2 (1.05%) Data Warehouse
12 2 (1.05%) PostgreSQL
13 1 (0.52%) SQL Server Reporting Services
13 1 (0.52%) SQL Server Integration Services
13 1 (0.52%) SQL Server 2008
13 1 (0.52%) DTS
13 1 (0.52%) Crystal Reports
Development Applications
1 10 (5.24%) Maven
2 9 (4.71%) Git (software)
3 7 (3.66%) Jenkins
4 4 (2.09%) Selenium
5 3 (1.57%) JUnit
5 3 (1.57%) Team Foundation Server
6 2 (1.05%) WebDriver
6 2 (1.05%) Cucumber
6 2 (1.05%) SpecFlow
7 1 (0.52%) Visual Studio
General
1 41 (21.47%) Finance
2 31 (16.23%) Games
3 17 (8.90%) Retail
4 7 (3.66%) Banking
4 7 (3.66%) Law
5 5 (2.62%) Legal
5 5 (2.62%) Pharmaceutical
5 5 (2.62%) Telecoms
6 4 (2.09%) Advertising
7 2 (1.05%) Marketing
8 1 (0.52%) Multimedia
8 1 (0.52%) Financial Institution
8 1 (0.52%) Electronics
8 1 (0.52%) Manufacturing
Job Titles
1 90 (47.12%) Developer
2 30 (15.71%) Data Scientist
3 28 (14.66%) Java Developer
4 27 (14.14%) .NET Developer
5 26 (13.61%) Software Engineer
6 17 (8.90%) Junior
7 16 (8.38%) Software Developer
7 16 (8.38%) Junior Developer
8 13 (6.81%) Junior .NET Developer
9 10 (5.24%) Senior Software Engineer
10 8 (4.19%) Graduate
11 7 (3.66%) C++ Software Engineer
12 6 (3.14%) Programmer
12 6 (3.14%) C++ Developer
12 6 (3.14%) Java Programmer
13 5 (2.62%) Python Developer
13 5 (2.62%) C# Developer
14 4 (2.09%) Analyst
14 4 (2.09%) Team Leader
14 4 (2.09%) Java Team Leader
Libraries, Frameworks & Software Standards
1 38 (19.90%) HTML
2 37 (19.37%) .NET
3 36 (18.85%) jQuery
4 35 (18.32%) ASP.NET
5 31 (16.23%) Web Services
6 29 (15.18%) CSS
6 29 (15.18%) Ajax
7 28 (14.66%) .NET Framework
8 7 (3.66%) HTML5
9 6 (3.14%) Django
9 6 (3.14%) Guava
10 5 (2.62%) Natural Language Processing
11 4 (2.09%) Spring
11 4 (2.09%) Hibernate
12 3 (1.57%) J2EE
12 3 (1.57%) J2SE
12 3 (1.57%) LINQ
13 2 (1.05%) ASP.NET MVC 4
13 2 (1.05%) ASP.NET MVC
13 2 (1.05%) CSS3
Miscellaneous
1 113 (59.16%) Algorithms
2 111 (58.12%) Computer Science
3 49 (25.65%) Mathematics
4 25 (13.09%) Statistics
4 25 (13.09%) Visualisation
5 22 (11.52%) Physics
5 22 (11.52%) Neural Network
6 16 (8.38%) Applied Mathematics
6 16 (8.38%) Digital Media
7 15 (7.85%) Analytical Skills
8 14 (7.33%) Chemistry
8 14 (7.33%) Psychology
8 14 (7.33%) Informatics
8 14 (7.33%) Economics
9 11 (5.76%) Data Structures
10 9 (4.71%) Hedge funds
10 9 (4.71%) Enterprise Software
11 8 (4.19%) Social Network
12 7 (3.66%) Open Source
13 6 (3.14%) Mobile App
Operating Systems
1 36 (18.85%) Linux
2 31 (16.23%) UNIX
3 23 (12.04%) Android
4 22 (11.52%) Apple iOS
5 5 (2.62%) Ubuntu
6 3 (1.57%) Oracle Linux
6 3 (1.57%) Windows
6 3 (1.57%) Debian
Processes & Methodologies
1 73 (38.22%) Machine Learning
2 67 (35.08%) Analytics
3 60 (31.41%) Software Engineering
4 56 (29.32%) Agile Software Development
5 50 (26.18%) OO
6 34 (17.80%) Multithreading
7 30 (15.71%) Data Analysis
8 26 (13.61%) Data Modelling
9 24 (12.57%) Predictive Modelling
10 22 (11.52%) Predictive Analytics
11 18 (9.42%) Business Intelligence
11 18 (9.42%) Statistical Modelling
12 17 (8.90%) Bayesian Methods
13 16 (8.38%) Data Analytics
13 16 (8.38%) Statistical Analysis
13 16 (8.38%) Business Analysis
14 14 (7.33%) Bioinformatics
14 14 (7.33%) Logistic Regression
14 14 (7.33%) Cluster Analysis
14 14 (7.33%) Biostatistics
Programming Languages
1 104 (54.45%) Java
2 90 (47.12%) Python
3 79 (41.36%) C#
4 74 (38.74%) C++
5 67 (35.08%) SQL
6 39 (20.42%) R
7 37 (19.37%) Scala
8 28 (14.66%) C
9 23 (12.04%) Ruby
10 21 (10.99%) Objective-C
11 19 (9.95%) MATLAB
12 17 (8.90%) PHP
13 15 (7.85%) Clojure
14 8 (4.19%) VB
15 5 (2.62%) Bash Shell
16 4 (2.09%) JavaScript
17 3 (1.57%) XAML
18 2 (1.05%) T-SQL
19 1 (0.52%) Perl
19 1 (0.52%) Korn
Qualifications
1 90 (47.12%) Degree
2 45 (23.56%) PhD
3 7 (3.66%) SC Cleared
3 7 (3.66%) Security Cleared
Quality Assurance & Compliance
1 3 (1.57%) QA
System Software
1 1 (0.52%) Apache Flume
1 1 (0.52%) zsh
1 1 (0.52%) HDFS
Systems Management
1 2 (1.05%) Puppet
Vendors
1 31 (16.23%) Microsoft
2 20 (10.47%) Google
3 6 (3.14%) Facebook
4 3 (1.57%) Dell
4 3 (1.57%) Oracle
5 2 (1.05%) Red Hat
6 1 (0.52%) Business Objects
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