Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 26 July 2017

The following table provides summary statistics for permanent job vacancies advertised in the South East with a requirement for Artificial Intelligence skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Artificial Intelligence over the 6 months to 26 July 2017 with a comparison to the same period in the previous 2 years.

Artificial Intelligence (AI)
England > South East
6 months to
26 Jul 2017		 Same period 2016 Same period 2015
Rank 450 557 632
Rank change year-on-year +107 +75 +19
Permanent jobs citing Artificial Intelligence 89 59 22
As % of all permanent IT jobs advertised in the South East 0.30% 0.16% 0.052%
As % of the Processes & Methodologies category 0.35% 0.18% 0.060%
Number of salaries quoted 85 76 44
South East median annual salary £60,000 £40,000 £40,000
Median salary % change year-on-year +50.00% - -
10th Percentile £25,000 £21,250 £19,750
90th Percentile £83,750 £67,500 £42,500
England median annual salary £62,500 £55,000 £52,500
% change year-on-year +13.64% +4.76% -

Artificial Intelligence is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the South East with a requirement for process and methodology skills.

Process & Methodology Skills
South East
Permanent job vacancies with a requirement for process and methodology skills 25765 33046 36495
As % of all permanent IT job vacancies advertised in the South East 86.73% 87.08% 86.14%
Number of salaries quoted 21300 27794 29201
South East median annual salary £45,000 £45,000 £45,000
10th Percentile £27,500 £27,000 £26,250
90th Percentile £68,750 £68,750 £67,500
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Artificial Intelligence
Job Vacancy Trend in the South East

Job postings citing Artificial Intelligence as a percentage of all IT jobs advertised in the South East.

Job vacancy trend for Artificial Intelligence 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 in the South East.

Salary trend for Artificial Intelligence in the South East

Artificial Intelligence
Salary Histogram in the South East

The salary distribution of IT jobs citing Artificial Intelligence in the South East over the 6 months to 26 July 2017.

Salary histogram for Artificial Intelligence 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 6 months to 26 July 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year		 Matching
Permanent
IT Job Ads		 Median Salary
Past 6 Months		 Median Salary
% Change
on Same Period
Last Year		 Live
Job
Vacancies
Thames Valley +89 69 £62,500 +47.06% 4
Oxfordshire +51 51 £62,500 +47.06% 3
Berkshire +57 19 £42,500 - 1
Surrey +46 10 £62,500 -5.66% 1
Hampshire +22 7 £25,000 -23.08% 1
Kent - 2 £36,250 - 1
Artificial Intelligence
England

For the 6 months to 26 July 2017, 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 51 (57.30%) Java
2 38 (42.70%) Python
3 32 (35.96%) Machine Learning
4 31 (34.83%) Big Data
4 31 (34.83%) Algorithms
5 30 (33.71%) Agile Software Development
6 29 (32.58%) C++
7 28 (31.46%) PhD
8 26 (29.21%) C
8 26 (29.21%) Natural Language Processing
9 20 (22.47%) .NET
10 18 (20.22%) Computer Science
10 18 (20.22%) Games
11 17 (19.10%) Multithreading
11 17 (19.10%) R
12 16 (17.98%) Mentoring
12 16 (17.98%) JavaScript
12 16 (17.98%) Data Mining
13 15 (16.85%) Apache
13 15 (16.85%) Software Engineering
13 15 (16.85%) Apache Spark
13 15 (16.85%) Analytics
13 15 (16.85%) Marketing
13 15 (16.85%) Git (software)
14 13 (14.61%) Scala
14 13 (14.61%) jQuery
14 13 (14.61%) Elasticsearch
15 12 (13.48%) Degree
16 11 (12.36%) Mathematics
16 11 (12.36%) TDD

Artificial Intelligence
Co-occurring 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 15 (16.85%) Apache
1 15 (16.85%) Apache Spark
2 13 (14.61%) Elasticsearch
3 9 (10.11%) Apache Solr
4 2 (2.25%) FileNet
Applications
1 8 (8.99%) Microsoft Office
2 7 (7.87%) Microsoft Excel
Cloud Services
1 9 (10.11%) Amazon AWS
2 8 (8.99%) Amazon EC2
3 4 (4.49%) SaaS
4 3 (3.37%) IBM Blueworks
5 1 (1.12%) GitHub
Communications & Networking
1 4 (4.49%) Internet
2 1 (1.12%) Intranet
2 1 (1.12%) LAN
2 1 (1.12%) SMS
Database & Business Intelligence
1 31 (34.83%) Big Data
2 16 (17.98%) Data Mining
3 10 (11.24%) SQL Server
4 9 (10.11%) Text Mining
5 7 (7.87%) NoSQL
6 5 (5.62%) Hadoop
6 5 (5.62%) MySQL
7 3 (3.37%) Relational Database
8 2 (2.25%) Blockchain
8 2 (2.25%) Data Lake
8 2 (2.25%) Data Warehouse
8 2 (2.25%) GIS
9 1 (1.12%) MongoDB
9 1 (1.12%) Power BI
Development Applications
1 15 (16.85%) Git (software)
2 8 (8.99%) Cucumber
2 8 (8.99%) JUnit
2 8 (8.99%) Selenium
3 7 (7.87%) Ant
3 7 (7.87%) Maven
3 7 (7.87%) Visual Studio
4 5 (5.62%) Subversion
5 1 (1.12%) Bitbucket
General
1 18 (20.22%) Games
2 15 (16.85%) Marketing
3 9 (10.11%) Finance
4 8 (8.99%) Banking
5 6 (6.74%) Retail
6 5 (5.62%) Telecoms
7 3 (3.37%) Back Office
8 2 (2.25%) Advertising
8 2 (2.25%) Cantonese Language
8 2 (2.25%) Electronics
8 2 (2.25%) Retail Banking
9 1 (1.12%) Automotive
Job Titles
1 33 (37.08%) Developer
2 22 (24.72%) Java Developer
3 19 (21.35%) Java Engineer
4 13 (14.61%) Development Manager
5 11 (12.36%) Software Manager
6 10 (11.24%) Business Manager
7 9 (10.11%) Software Development Manager
8 8 (8.99%) C# Developer
8 8 (8.99%) Data Scientist
8 8 (8.99%) QA Engineer
8 8 (8.99%) QA Tester
8 8 (8.99%) Sales Manager
8 8 (8.99%) Tester
9 7 (7.87%) Sales Executive
10 6 (6.74%) Account Executive
10 6 (6.74%) Account Manager
10 6 (6.74%) New Business Sales Executive
10 6 (6.74%) New Business Sales Manager
11 5 (5.62%) C# .NET Developer
11 5 (5.62%) Machine Learning Developer
Libraries, Frameworks & Software Standards
1 26 (29.21%) Natural Language Processing
2 20 (22.47%) .NET
3 13 (14.61%) jQuery
4 9 (10.11%) Kafka
4 9 (10.11%) Lucene
5 8 (8.99%) HTML
6 7 (7.87%) RESTful
6 7 (7.87%) Web Services
7 6 (6.74%) Ajax
7 6 (6.74%) ASP.NET
7 6 (6.74%) J2EE
8 5 (5.62%) ASP.NET MVC
8 5 (5.62%) HTML5
9 3 (3.37%) JSON
10 2 (2.25%) Nutch
10 2 (2.25%) PostGIS
11 1 (1.12%) AngularJS
11 1 (1.12%) Celery
11 1 (1.12%) React
11 1 (1.12%) Twitter Bootstrap
Miscellaneous
1 31 (34.83%) Algorithms
2 18 (20.22%) Computer Science
3 9 (10.11%) Robotics
4 7 (7.87%) Kinect
4 7 (7.87%) Social Media
4 7 (7.87%) Xbox
5 5 (5.62%) Analytical Skills
6 4 (4.49%) Data Structures
6 4 (4.49%) Internet of Things
7 3 (3.37%) Fintech
8 2 (2.25%) AS400
8 2 (2.25%) Enterprise Software
9 1 (1.12%) Client/Server
9 1 (1.12%) User Experience
Operating Systems
1 5 (5.62%) Android
1 5 (5.62%) Apple iOS
2 4 (4.49%) Windows
3 3 (3.37%) CentOS
3 3 (3.37%) Linux
3 3 (3.37%) Windows Server
4 1 (1.12%) Windows 2000
4 1 (1.12%) Windows 7
Processes & Methodologies
1 32 (35.96%) Machine Learning
2 30 (33.71%) Agile Software Development
3 17 (19.10%) Multithreading
4 16 (17.98%) Mentoring
5 15 (16.85%) Analytics
5 15 (16.85%) Software Engineering
6 11 (12.36%) Mathematics
6 11 (12.36%) TDD
7 10 (11.24%) Business Development
7 10 (11.24%) Process Improvement
8 9 (10.11%) Continuous Deployment
8 9 (10.11%) Continuous Integration
8 9 (10.11%) Data Modelling
8 9 (10.11%) Distributed Algorithms
8 9 (10.11%) Information Retrieval
9 8 (8.99%) Coaching
9 8 (8.99%) Scrum
9 8 (8.99%) Test Automation
10 7 (7.87%) Computational Linguistics
10 7 (7.87%) Game Theory
Programming Languages
1 51 (57.30%) Java
2 38 (42.70%) Python
3 29 (32.58%) C++
4 26 (29.21%) C
5 17 (19.10%) R
6 16 (17.98%) JavaScript
7 13 (14.61%) Scala
8 8 (8.99%) C#
8 8 (8.99%) SQL
9 4 (4.49%) Perl
10 1 (1.12%) PHP
10 1 (1.12%) VBA
Qualifications
1 28 (31.46%) PhD
2 12 (13.48%) Degree
3 3 (3.37%) CEH
3 3 (3.37%) CISSP
3 3 (3.37%) GCIA
4 2 (2.25%) Computer Science Degree
5 1 (1.12%) Master's Degree
Quality Assurance & Compliance
1 10 (11.24%) QA
2 2 (2.25%) Data Quality
System Software
1 4 (4.49%) Active Directory
Systems Management
1 3 (3.37%) Grafana
2 2 (2.25%) Kibana
Vendors
1 3 (3.37%) IBM
2 2 (2.25%) Ab Initio
2 2 (2.25%) Cognizant
2 2 (2.25%) Oracle
2 2 (2.25%) Splunk
2 2 (2.25%) Tableau
2 2 (2.25%) Teradata
3 1 (1.12%) Apple
3 1 (1.12%) Microsoft
3 1 (1.12%) Pega
3 1 (1.12%) Rackspace
3 1 (1.12%) webMethods
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