The table below looks at the prevalence of the term Artificial Intelligence in IT jobs advertised for the South East region. Included is a guide to the salaries offered in IT jobs that have cited Artificial Intelligence over the 3 months to 31 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
31 Aug 2016
Same period 2015 Same period 2014
Artificial Intelligence (AI)
Rank 400 442 466
Rank change year-on-year
+42 +24
Permanent jobs citing Artificial Intelligence 31 14 1
As % of all permanent IT jobs located in the South East 0.17% 0.067% 0.004%
As % of the Miscellaneous category 0.44% 0.17% 0.012%
Number of salaries quoted 29 14 1
Median salary £42,500 £40,000 £32,500
Median salary % change year-on-year
+6.25% +23.07%
UK excluding London median salary £37,000 £40,000 £40,000
% change year-on-year
-7.50% -
Artificial Intelligence
England

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

Miscellaneous Category
South East
Permanent IT job ads with a match in the
Miscellaneous category
7107 8447 8661
As % of all permanent IT jobs located in the South East 39.06% 40.52% 38.88%
Number of salaries quoted 5865 6718 6587
Median salary £45,000 £45,000 £42,500
Median salary % change year-on-year
- +5.88%
90% offered a salary of more than £27,500 £26,500 £27,000
10% offered a salary of more than £70,000 £65,000 £65,000
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

Artificial Intelligence
Jobs Demand Trend in the South East

The demand trend of job ads across the South East region citing Artificial Intelligence as a proportion of all IT jobs with a match in the Miscellaneous category.

Artificial Intelligence Jobs Demand Trend in the South East

Artificial Intelligence
Salary Trend in the South East

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

Artificial Intelligence Salary Trend in the South East

Artificial Intelligence
Salary Histogram in the South East

This chart provides a salary histogram for IT jobs citing Artificial Intelligence across the South East region over the 3 months to 31 August 2016.

Artificial Intelligence Salary Histogram in the South East

Artificial Intelligence
Job Locations in the South East

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Artificial Intelligence within the South East region over the 3 months to 31 August 2016. 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
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Oxfordshire - 8 £65,000 -
Buckinghamshire +17 7 £22,500 -43.75%
Berkshire - 7 £42,500 -
Hampshire +13 3 £35,000 -6.66%
Middlesex - 3 £40,000 -
Surrey - 3 £57,500 -
Artificial Intelligence
England

Artificial Intelligence
Top 30 Related IT Skills in the South East

For the 6 months to 31 August 2016, IT jobs citing Artificial Intelligence also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the South East region with a requirement for Artificial Intelligence.

1 43 (71.67%) Machine Learning
2 31 (51.67%) Python
3 29 (48.33%) Algorithms
4 22 (36.67%) Big Data
4 22 (36.67%) Agile Software Development
4 22 (36.67%) Software Engineering
5 21 (35.00%) Natural Language Processing
5 21 (35.00%) Java
6 19 (31.67%) C#
6 19 (31.67%) SQL
6 19 (31.67%) Computer Science
7 18 (30.00%) C++
7 18 (30.00%) .NET
8 17 (28.33%) R
9 16 (26.67%) Mathematics
10 15 (25.00%) Hadoop
10 15 (25.00%) PhD
11 14 (23.33%) C
12 13 (21.67%) Git (software)
12 13 (21.67%) MapReduce
12 13 (21.67%) Open Source
12 13 (21.67%) Neural Network
13 12 (20.00%) Multithreading
13 12 (20.00%) Physics
13 12 (20.00%) Games
13 12 (20.00%) Data Mining
13 12 (20.00%) OO
13 12 (20.00%) Apache
13 12 (20.00%) Apache Spark
14 11 (18.33%) Linux

Artificial Intelligence
Top Related IT Skills in the South East by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 12 (20.00%) Apache
1 12 (20.00%) Apache Spark
2 6 (10.00%) Apache Pig
2 6 (10.00%) Elasticsearch
3 1 (1.67%) SharePoint
Applications
1 2 (3.33%) MS Excel
Business Applications
1 5 (8.33%) SAP Oil and Gas
Cloud Services
1 10 (16.67%) GitHub
2 4 (6.67%) Microsoft Azure
3 3 (5.00%) Amazon AWS
4 1 (1.67%) Azure Machine Learning
Database & Business Intelligence
1 22 (36.67%) Big Data
2 15 (25.00%) Hadoop
3 12 (20.00%) Data Mining
4 11 (18.33%) SQL Server
5 9 (15.00%) Relational Database
6 8 (13.33%) RDBMS
7 6 (10.00%) Apache Hive
8 5 (8.33%) PostgreSQL
9 4 (6.67%) GIS
9 4 (6.67%) SQL Server 2012
10 2 (3.33%) NoSQL
11 1 (1.67%) Data Warehouse
11 1 (1.67%) HDInsight
11 1 (1.67%) MongoDB
11 1 (1.67%) MySQL
11 1 (1.67%) Power BI
11 1 (1.67%) QlikView
11 1 (1.67%) SQL Server Analysis Services
11 1 (1.67%) SQL Server Integration Services
11 1 (1.67%) SQL Server Reporting Services
Development Applications
1 13 (21.67%) Git (software)
2 10 (16.67%) Bitbucket
3 4 (6.67%) JIRA
3 4 (6.67%) NUnit
3 4 (6.67%) Visual Studio
4 3 (5.00%) Atlassian Bamboo
4 3 (5.00%) Jenkins
5 1 (1.67%) Subversion
General
1 12 (20.00%) Games
2 4 (6.67%) Finance
3 3 (5.00%) Law
4 1 (1.67%) Marketing
Job Titles
1 19 (31.67%) Developer
2 18 (30.00%) Software Engineer
3 13 (21.67%) C++ Software Engineer
4 8 (13.33%) C# Software Engineer
4 8 (13.33%) Data Scientist
4 8 (13.33%) Graduate
4 8 (13.33%) Graduate C++ Software Engineer
4 8 (13.33%) Graduate Software Engineer
4 8 (13.33%) Windows Engineer
5 7 (11.67%) Java Engineer
5 7 (11.67%) Python Developer
6 5 (8.33%) Big Data Developer
6 5 (8.33%) Machine Learning Developer
6 5 (8.33%) MATLAB Engineer
6 5 (8.33%) Product Owner
6 5 (8.33%) Python Software Engineer
6 5 (8.33%) Scientific Software Engineer
6 5 (8.33%) Senior Java Engineer
6 5 (8.33%) Software Developer
7 4 (6.67%) Machine Learning Analyst
Libraries, Frameworks & Software Standards
1 21 (35.00%) Natural Language Processing
2 18 (30.00%) .NET
3 10 (16.67%) ASP.NET
3 10 (16.67%) CSS
3 10 (16.67%) jQuery
4 7 (11.67%) Cascading
4 7 (11.67%) Django
5 6 (10.00%) Celery
5 6 (10.00%) Kafka
5 6 (10.00%) OpenCV
5 6 (10.00%) OpenGL
5 6 (10.00%) RabbitMQ
5 6 (10.00%) Unity (Game Engine)
6 4 (6.67%) Ajax
6 4 (6.67%) CSS3
6 4 (6.67%) HTML
6 4 (6.67%) HTML5
6 4 (6.67%) KnockoutJS
6 4 (6.67%) PostGIS
6 4 (6.67%) Twitter Bootstrap
Miscellaneous
1 29 (48.33%) Algorithms
2 19 (31.67%) Computer Science
3 16 (26.67%) Mathematics
4 13 (21.67%) Neural Network
5 12 (20.00%) Physics
6 7 (11.67%) Analytical Skills
6 7 (11.67%) Data Structures
6 7 (11.67%) Statistics
7 4 (6.67%) User Experience
8 1 (1.67%) Applied Mathematics
8 1 (1.67%) Mobile App
8 1 (1.67%) Visualisation
Operating Systems
1 11 (18.33%) Linux
2 9 (15.00%) Windows
3 7 (11.67%) Unix
4 1 (1.67%) Windows Server
Processes & Methodologies
1 43 (71.67%) Machine Learning
2 22 (36.67%) Agile Software Development
2 22 (36.67%) Software Engineering
3 13 (21.67%) MapReduce
3 13 (21.67%) Open Source
4 12 (20.00%) Multithreading
4 12 (20.00%) OO
5 10 (16.67%) Distributed Algorithms
6 9 (15.00%) Image Processing
7 8 (13.33%) Data Analysis
7 8 (13.33%) Statistical Modelling
8 7 (11.67%) Business Intelligence
8 7 (11.67%) Kalman Filter
8 7 (11.67%) Logistic Regression
8 7 (11.67%) Open Source Development
8 7 (11.67%) Parallel Computing
8 7 (11.67%) Propensity Modelling
8 7 (11.67%) SDLC
8 7 (11.67%) Software Architecture
8 7 (11.67%) User Stories
Programming Languages
1 31 (51.67%) Python
2 21 (35.00%) Java
3 19 (31.67%) C#
3 19 (31.67%) SQL
4 18 (30.00%) C++
5 17 (28.33%) R
6 14 (23.33%) C
7 10 (16.67%) JavaScript
8 8 (13.33%) MATLAB
9 7 (11.67%) Perl
10 6 (10.00%) Shell Script
11 1 (1.67%) PHP
11 1 (1.67%) Scala
11 1 (1.67%) VBA
Qualifications
1 15 (25.00%) PhD
2 10 (16.67%) Degree
3 1 (1.67%) Microsoft Certification
3 1 (1.67%) SC Cleared
3 1 (1.67%) Security Cleared
System Software
1 3 (5.00%) Docker
2 1 (1.67%) Active Directory
Systems Management
1 3 (5.00%) Ansible
1 3 (5.00%) Kubernetes
1 3 (5.00%) Opscode Chef
1 3 (5.00%) Puppet
Vendors
1 6 (10.00%) SAP
2 3 (5.00%) Rackspace
3 1 (1.67%) Microsoft
3 1 (1.67%) Oracle
3 1 (1.67%) Tableau
3 1 (1.67%) VMware