Period
to 21 September 2018

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 21 September 2018 with a comparison to the same period in the previous 2 years.

Artificial Intelligence (AI)
England > South East
6 months to
21 Sep 2018
Same period 2017 Same period 2016
Rank 207 381 517
Rank change year-on-year +174 +136 +60
Permanent jobs citing Artificial Intelligence 444 160 95
As % of all permanent IT jobs advertised in the South East 1.50% 0.55% 0.26%
As % of the Processes & Methodologies category 1.68% 0.62% 0.30%
Number of salaries quoted 374 186 103
South East median annual salary £52,500 £49,500 £37,500
Median salary % change year-on-year +6.06% +32.00% -6.25%
10th Percentile £27,500 £25,000 £21,250
90th Percentile £75,000 £78,875 £67,500
England median annual salary £60,000 £60,000 £57,500
% change year-on-year - +4.35% +9.52%

Artificial Intelligence is in the Processes and Methodologies category. The following 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 or methodology skills.

All Process and Methodology Skills
South East
Permanent vacancies with a requirement for process or methodology skills 26,476 25,916 32,173
As % of all permanent IT jobs advertised in the South East 89.48% 89.24% 89.07%
Number of salaries quoted 21,880 21,337 26,923
South East median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - -
10th Percentile £28,750 £27,000 £27,250
90th Percentile £70,705 £68,750 £68,750
England median annual salary £50,000 £50,000 £50,000

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 21 September 2018.

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 21 September 2018. 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 +118 309 £52,500 +5.00% 48
Oxfordshire +53 203 £52,500 -16.00% 31
Berkshire +65 104 £51,500 -17.60% 17
Hampshire +32 71 £40,000 +1.91% 7
Surrey +59 56 £60,000 +26.32% 6
Sussex - 4 £95,000 -
Kent +14 3 £95,000 +245.45%
Buckinghamshire 0 2 £53,250 +42.00%
East Sussex -17 1 - - 1
Artificial Intelligence
England

For the 6 months to 21 September 2018, IT jobs citing Artificial Intelligence also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the South East region with a requirement for Artificial Intelligence.

1 220 (49.55%) Machine Learning
2 213 (47.97%) Python
3 183 (41.22%) C++
4 150 (33.78%) Software Engineering
5 130 (29.28%) C#
6 128 (28.83%) Computer Vision
7 124 (27.93%) JavaScript
8 119 (26.80%) Degree
9 118 (26.58%) Agile Software Development
9 118 (26.58%) Java
10 108 (24.32%) Algorithms
11 104 (23.42%) SQL
12 95 (21.40%) Linux
13 94 (21.17%) PhD
14 93 (20.95%) Big Data
15 92 (20.72%) Data Science
16 90 (20.27%) Mathematics
16 90 (20.27%) Computer Science
17 87 (19.59%) Deep Learning
18 83 (18.69%) Finance
19 80 (18.02%) HTML
19 80 (18.02%) CSS
20 78 (17.57%) Git (software)
21 75 (16.89%) Analytics
22 74 (16.67%) C
23 70 (15.77%) Retail
24 68 (15.32%) TensorFlow
25 66 (14.86%) Natural Language Processing
26 65 (14.64%) Robotics
26 65 (14.64%) Neural Network

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 43 (9.68%) Apache Spark
2 30 (6.76%) Apache
3 22 (4.95%) Elasticsearch
4 17 (3.83%) SAS
5 16 (3.60%) Drupal
6 13 (2.93%) Jupyter
7 11 (2.48%) Apache Pig
8 9 (2.03%) CMS
9 5 (1.13%) Apache Solr
9 5 (1.13%) IIS
10 4 (0.90%) Hyperledger
11 3 (0.68%) DNN
12 2 (0.45%) Confluence
12 2 (0.45%) Tomcat
13 1 (0.23%) BizTalk Server
13 1 (0.23%) concrete5
13 1 (0.23%) EPiServer
13 1 (0.23%) nginx
13 1 (0.23%) Sitecore CMS
13 1 (0.23%) WordPress
Applications
1 35 (7.88%) Chatbot
2 34 (7.66%) GNU Octave
3 5 (1.13%) Microsoft Office
4 4 (0.90%) Microsoft Excel
5 2 (0.45%) Microsoft PowerPoint
6 1 (0.23%) Adobe Illustrator
6 1 (0.23%) InVision
6 1 (0.23%) Photoshop
6 1 (0.23%) SPSS
6 1 (0.23%) Stata
Business Applications
1 2 (0.45%) Dynamics CRM
2 1 (0.23%) Magento
Cloud Services
1 55 (12.39%) Amazon AWS
2 47 (10.59%) Microsoft Azure
3 19 (4.28%) SaaS
4 15 (3.38%) Amazon S3
5 13 (2.93%) Amazon ELB
6 10 (2.25%) Amazon EC2
7 9 (2.03%) Amazon CloudWatch
7 9 (2.03%) Amazon Glacier
7 9 (2.03%) Virtual Private Cloud
8 6 (1.35%) GitHub
9 5 (1.13%) PaaS
9 5 (1.13%) Serverless
10 4 (0.90%) Azure Data Factory
10 4 (0.90%) Azure Machine Learning
10 4 (0.90%) Google Cloud Platform
10 4 (0.90%) Slack
11 3 (0.68%) Azure Functions
11 3 (0.68%) Google Play
12 2 (0.45%) Cortana Intelligence Suite
12 2 (0.45%) IaaS
Communications & Networking
1 25 (5.63%) TCP/IP
2 17 (3.83%) LAN
3 15 (3.38%) Internet
4 13 (2.93%) SAN
4 13 (2.93%) WAN
5 9 (2.03%) DHCP
5 9 (2.03%) DNS
5 9 (2.03%) FCoE
5 9 (2.03%) Fibre Channel
5 9 (2.03%) iSCSI
5 9 (2.03%) NAS
6 8 (1.80%) Bluetooth
6 8 (1.80%) Ethernet
6 8 (1.80%) RS-232
6 8 (1.80%) Wi-Fi
7 7 (1.58%) VLAN
8 4 (0.90%) Firewall
8 4 (0.90%) Intranet
9 2 (0.45%) DAB
9 2 (0.45%) VPN
Database & Business Intelligence
1 93 (20.95%) Big Data
2 45 (10.14%) Hadoop
3 34 (7.66%) Power BI
3 34 (7.66%) Relational Database
4 25 (5.63%) MongoDB
5 23 (5.18%) Apache Hive
6 22 (4.95%) NoSQL
7 18 (4.05%) SQL Server
8 16 (3.60%) Text Mining
9 15 (3.38%) MySQL
10 14 (3.15%) Amazon RDS
10 14 (3.15%) SAP HANA
11 11 (2.48%) Neo4j
12 10 (2.25%) Data Warehouse
13 9 (2.03%) Blockchain
13 9 (2.03%) Data Lake
14 8 (1.80%) Amazon DynamoDB
15 7 (1.58%) Apache Cassandra
15 7 (1.58%) Impala
16 6 (1.35%) Azure SQL Database
Development Applications
1 78 (17.57%) Git (software)
2 54 (12.16%) Subversion
3 25 (5.63%) Jenkins
4 16 (3.60%) JIRA
5 11 (2.48%) Visual Studio
6 9 (2.03%) GitLab
7 7 (1.58%) Vagrant
8 5 (1.13%) Ant
8 5 (1.13%) Hudson
8 5 (1.13%) Maven
8 5 (1.13%) Xcode
9 4 (0.90%) Eclipse
10 3 (0.68%) Grunt
10 3 (0.68%) Jasmine
10 3 (0.68%) Protractor
10 3 (0.68%) TeamCity
10 3 (0.68%) Visual Studio Team System
11 2 (0.45%) Android Studio
11 2 (0.45%) IntelliJ
11 2 (0.45%) PHPUnit
General
1 83 (18.69%) Finance
2 70 (15.77%) Retail
3 40 (9.01%) Telecoms
4 34 (7.66%) Electronics
5 26 (5.86%) Marketing
6 15 (3.38%) Automotive
6 15 (3.38%) Manufacturing
7 11 (2.48%) Games
8 9 (2.03%) Banking
8 9 (2.03%) Publishing
9 7 (1.58%) Aerospace
9 7 (1.58%) Law
10 5 (1.13%) Multimedia
11 4 (0.90%) Advertising
11 4 (0.90%) Local Government
11 4 (0.90%) Military
12 3 (0.68%) Pharmaceutical
Job Titles
1 167 (37.61%) Developer
2 92 (20.72%) Software Engineer
3 61 (13.74%) Software Developer
4 45 (10.14%) HTML Developer
5 42 (9.46%) Junior
6 39 (8.78%) Data Scientist
7 38 (8.56%) Developer/Software Engineer
8 36 (8.11%) C# Developer
8 36 (8.11%) Computer Engineer
8 36 (8.11%) Computer Vision Engineer
9 34 (7.66%) Junior Developer
10 33 (7.43%) JavaScript Developer
11 32 (7.21%) Architect
12 30 (6.76%) HTML CSS Developer
12 30 (6.76%) Python Developer
13 29 (6.53%) Senior Software Engineer
14 27 (6.08%) Full Stack Developer
15 21 (4.73%) C++ Developer
15 21 (4.73%) Graduate
16 20 (4.50%) .NET Developer
Libraries, Frameworks & Software Standards
1 80 (18.02%) CSS
1 80 (18.02%) HTML
2 68 (15.32%) TensorFlow
3 66 (14.86%) Natural Language Processing
4 59 (13.29%) React
5 57 (12.84%) .NET
5 57 (12.84%) AngularJS
6 50 (11.26%) Node.js
7 41 (9.23%) CSS3
8 40 (9.01%) jQuery
9 29 (6.53%) HTML5
9 29 (6.53%) OpenCV
9 29 (6.53%) REST
10 27 (6.08%) Boost C++ Libraries
10 27 (6.08%) STL
11 26 (5.86%) Twitter Bootstrap
12 23 (5.18%) Django
13 22 (4.95%) Kafka
14 21 (4.73%) Vue.js
15 19 (4.28%) Web Services
Miscellaneous
1 108 (24.32%) Algorithms
2 90 (20.27%) Computer Science
3 65 (14.64%) Robotics
4 32 (7.21%) Mobile App
5 20 (4.50%) User Experience
6 19 (4.28%) Enterprise Software
7 14 (3.15%) Greenfield Project
7 14 (3.15%) Social Network
8 9 (2.03%) Internet of Things
8 9 (2.03%) Replication
9 8 (1.80%) Acoustics
9 8 (1.80%) CAN bus
9 8 (1.80%) Self-Motivation
10 6 (1.35%) Analytical Skills
11 5 (1.13%) CUDA
11 5 (1.13%) Hybrid Cloud
11 5 (1.13%) Industry 4.0
11 5 (1.13%) Public Cloud
12 4 (0.90%) Data Centre
12 4 (0.90%) Embedded Systems
Operating Systems
1 95 (21.40%) Linux
2 36 (8.11%) Windows
3 20 (4.50%) Android
4 13 (2.93%) Apple iOS
5 10 (2.25%) Unix
6 9 (2.03%) Red Hat Enterprise Linux
7 5 (1.13%) Ubuntu
8 4 (0.90%) Windows 2000
8 4 (0.90%) Windows 7
8 4 (0.90%) Windows Server
9 2 (0.45%) Robot Operating System
10 1 (0.23%) Mac OS
Processes & Methodologies
1 220 (49.55%) Machine Learning
2 150 (33.78%) Software Engineering
3 128 (28.83%) Computer Vision
4 118 (26.58%) Agile Software Development
5 92 (20.72%) Data Science
6 90 (20.27%) Mathematics
7 87 (19.59%) Deep Learning
8 75 (16.89%) Analytics
9 65 (14.64%) Neural Network
10 64 (14.41%) Business Intelligence
11 59 (13.29%) DevOps
12 53 (11.94%) Scrum
13 49 (11.04%) Data Analysis
13 49 (11.04%) Physics
14 45 (10.14%) Computational Linguistics
14 45 (10.14%) Visualisation
15 44 (9.91%) Reinforcement Learning
16 41 (9.23%) Bayesian Methods
16 41 (9.23%) Multithreading
16 41 (9.23%) Probabilistic Modelling
Programming Languages
1 213 (47.97%) Python
2 183 (41.22%) C++
3 130 (29.28%) C#
4 124 (27.93%) JavaScript
5 118 (26.58%) Java
6 104 (23.42%) SQL
7 74 (16.67%) C
8 60 (13.51%) R
9 35 (7.88%) MATLAB
9 35 (7.88%) PHP
10 28 (6.31%) Bash Shell
11 25 (5.63%) Ruby
12 19 (4.28%) Go
13 16 (3.60%) Perl
14 9 (2.03%) Shell Script
15 8 (1.80%) PowerShell
15 8 (1.80%) Scala
16 6 (1.35%) Rust
17 5 (1.13%) XAML
18 4 (0.90%) Lua
Qualifications
1 119 (26.80%) Degree
2 94 (21.17%) PhD
3 62 (13.96%) Computer Science Degree
4 19 (4.28%) Security Cleared
5 13 (2.93%) SC Cleared
6 12 (2.70%) DV Cleared
7 9 (2.03%) Master's Degree
8 8 (1.80%) Numerate Degree
9 2 (0.45%) Cisco Certification
9 2 (0.45%) ISTQB
9 2 (0.45%) TOGAF Certification
10 1 (0.23%) AWS Certification
10 1 (0.23%) ISEB
10 1 (0.23%) MCITP
10 1 (0.23%) MCSE
10 1 (0.23%) Microsoft Certification
Quality Assurance & Compliance
1 6 (1.35%) QA
2 3 (0.68%) GDPR
3 1 (0.23%) SLA
System Software
1 36 (8.11%) Docker
2 9 (2.03%) Samba
2 9 (2.03%) VMware Infrastructure
3 7 (1.58%) VirtualBox
3 7 (1.58%) vSphere
4 5 (1.13%) Firmware
5 4 (0.90%) Active Directory
5 4 (0.90%) HDFS
6 2 (0.45%) pfSense
6 2 (0.45%) Virtual Machines
Systems Management
1 35 (7.88%) Ansible
2 29 (6.53%) Kubernetes
3 24 (5.41%) Puppet
4 16 (3.60%) Opscode Chef
5 14 (3.15%) Hadoop YARN
5 14 (3.15%) Salt
6 10 (2.25%) Terraform
7 9 (2.03%) vRealize Orchestrator
8 8 (1.80%) Kibana
8 8 (1.80%) logstash
9 4 (0.90%) Docker Swarm
9 4 (0.90%) FortiGate
10 1 (0.23%) Grafana
Vendors
1 31 (6.98%) Tableau
2 30 (6.76%) SAP
3 23 (5.18%) Microsoft
4 13 (2.93%) VMware
5 12 (2.70%) Sun
6 9 (2.03%) Centrify
6 9 (2.03%) Red Hat
7 8 (1.80%) Assembla
7 8 (1.80%) SaltStack
8 7 (1.58%) Google
9 6 (1.35%) Xceptor
10 5 (1.13%) Talend
11 4 (0.90%) Informatica
11 4 (0.90%) Salesforce.com
12 3 (0.68%) Cisco
12 3 (0.68%) IBM
13 2 (0.45%) Databricks
14 1 (0.23%) Atlassian
14 1 (0.23%) Capita
14 1 (0.23%) Sitecore