Period
to 16 January 2018

The following table provides summary statistics for permanent job vacancies advertised in the East of England 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 16 January 2018 with a comparison to the same period in the previous 2 years.

Artificial Intelligence (AI)
England > East of England
6 months to
16 Jan 2018
Same period 2017 Same period 2016
Rank 174 315 374
Rank change year-on-year +141 +59 -9
Permanent jobs citing Artificial Intelligence 198 38 6
As % of all permanent IT jobs advertised in the East of England 1.67% 0.31% 0.041%
As % of the Processes & Methodologies category 1.90% 0.34% 0.047%
Number of salaries quoted 170 32 6
East of England median annual salary £56,250 £72,500 £38,250
Median salary % change year-on-year -22.41% +89.54% -23.50%
10th Percentile £30,000 £28,350 £19,750
90th Percentile £83,750 £77,500 £57,500
England median annual salary £60,000 £60,000 £52,500
% change year-on-year - +14.29% +5.00%

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 East of England with a requirement for process or methodology skills.

All Process and Methodology Skills
East of England
Permanent vacancies with a requirement for process or methodology skills 10,436 11,061 12,875
As % of all permanent IT jobs advertised in the East of England 88.02% 88.96% 87.48%
Number of salaries quoted 8,479 9,104 10,559
East of England median annual salary £47,500 £45,344 £45,000
Median salary % change year-on-year +4.75% +0.76% -
10th Percentile £28,500 £27,500 £26,250
90th Percentile £71,250 £70,000 £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 East of England

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

Job vacancy trend for Artificial Intelligence in the East of England

Artificial Intelligence
Salary Trend in the East of England

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

Salary trend for Artificial Intelligence in the East of England

Artificial Intelligence
Salary Histogram in the East of England

The salary distribution of IT jobs citing Artificial Intelligence in the East of England over the 6 months to 16 January 2018.

Salary histogram for Artificial Intelligence in the East of England

Artificial Intelligence
Job Locations in the East of England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Artificial Intelligence within the East of England region over the 6 months to 16 January 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
Cambridgeshire +84 190 £60,000 -20.00% 28
Hertfordshire - 4 £50,000 - 2
Essex +15 2 £50,000 -8.50%
Suffolk - 1 £62,500 -
Bedfordshire - 1 £22,500 -
Artificial Intelligence
England

For the 6 months to 16 January 2018, 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 East of England region with a requirement for Artificial Intelligence.

1 163 (82.32%) Machine Learning
2 153 (77.27%) Python
3 136 (68.69%) C++
4 122 (61.62%) Java
5 113 (57.07%) Software Engineering
6 110 (55.56%) C#
7 107 (54.04%) PhD
8 82 (41.41%) C
9 80 (40.40%) Mathematics
10 79 (39.90%) Algorithms
11 77 (38.89%) Computer Science
12 64 (32.32%) Physics
13 55 (27.78%) Multithreading
14 53 (26.77%) Distributed Algorithms
15 52 (26.26%) MATLAB
16 48 (24.24%) Reinforcement Learning
17 46 (23.23%) Finance
18 44 (22.22%) Smart City
18 44 (22.22%) Smart City Simulations
19 42 (21.21%) Deep Learning
20 39 (19.70%) Neural Network
21 34 (17.17%) Linux
21 34 (17.17%) Statistics
22 29 (14.65%) Degree
22 29 (14.65%) TensorFlow
23 28 (14.14%) Big Data
24 27 (13.64%) Open Source
24 27 (13.64%) JavaScript
25 26 (13.13%) Bayesian Methods
26 24 (12.12%) CSS

Artificial Intelligence
Co-occurring IT Skills in the East of England 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 5 (2.53%) Apache Spark
2 1 (0.51%) Ethereum
Cloud Services
1 10 (5.05%) Cloud Computing
2 4 (2.02%) Amazon AWS
3 1 (0.51%) Cortana Intelligence Suite
3 1 (0.51%) GitHub
3 1 (0.51%) SaaS
Communications & Networking
1 19 (9.60%) TCP/IP
2 1 (0.51%) DHCP
2 1 (0.51%) DNS
2 1 (0.51%) Firewall
2 1 (0.51%) Internet
2 1 (0.51%) Network Security
2 1 (0.51%) OpenVPN
2 1 (0.51%) Skype
2 1 (0.51%) SMS
Database & Business Intelligence
1 28 (14.14%) Big Data
2 2 (1.01%) MySQL
3 1 (0.51%) Blockchain
3 1 (0.51%) Hadoop
Development Applications
1 12 (6.06%) Jenkins
2 7 (3.54%) JIRA
3 6 (3.03%) Cucumber
3 6 (3.03%) Selenium
4 2 (1.01%) Git (software)
5 1 (0.51%) GitLab
5 1 (0.51%) GoCD
General
1 46 (23.23%) Finance
2 9 (4.55%) Games
3 1 (0.51%) Advertising
3 1 (0.51%) Marketing
3 1 (0.51%) Retail
Job Titles
1 76 (38.38%) Software Engineer
2 60 (30.30%) Developer
3 45 (22.73%) Software Developer
4 37 (18.69%) C++ Developer
5 27 (13.64%) C++ Software Developer
5 27 (13.64%) Graduate
6 25 (12.63%) Web Engineer
7 24 (12.12%) Developer/Software Engineer
7 24 (12.12%) Machine Learning Scientist
8 22 (11.11%) C++ Software Engineer
8 22 (11.11%) Data Scientist
9 18 (9.09%) Machine Learning Engineer
10 14 (7.07%) Machine Learning Developer
10 14 (7.07%) Machine Learning Researcher
11 12 (6.06%) Graduate Developer
11 12 (6.06%) Research Engineer
12 11 (5.56%) Graduate C++ Developer
13 10 (5.05%) Integration Engineer
13 10 (5.05%) Software Analyst
13 10 (5.05%) Software Integration Engineer
Libraries, Frameworks & Software Standards
1 29 (14.65%) TensorFlow
2 24 (12.12%) CSS
3 18 (9.09%) HTML
3 18 (9.09%) jQuery
3 18 (9.09%) Node.js
4 17 (8.59%) Backbone.js
4 17 (8.59%) D3.js
5 12 (6.06%) STL
6 11 (5.56%) .NET
6 11 (5.56%) Natural Language Processing
7 8 (4.04%) ASP.NET
8 7 (3.54%) RESTful
9 6 (3.03%) AngularJS
10 4 (2.02%) Keras
10 4 (2.02%) OpenCV
10 4 (2.02%) Velocity
11 1 (0.51%) .NET Framework
11 1 (0.51%) LAMP
11 1 (0.51%) MFC
11 1 (0.51%) Web Services
Miscellaneous
1 79 (39.90%) Algorithms
2 77 (38.89%) Computer Science
3 44 (22.22%) Smart City
4 21 (10.61%) User Experience
5 9 (4.55%) 3D Graphics
5 9 (4.55%) Enterprise Software
5 9 (4.55%) Robotics
6 8 (4.04%) Greenfield Project
7 6 (3.03%) Fintech
8 4 (2.02%) Animation
9 2 (1.01%) HoloLens
9 2 (1.01%) Kinect
10 1 (0.51%) Cyberthreat
10 1 (0.51%) Data Centre
10 1 (0.51%) Data Structures
10 1 (0.51%) Embedded Systems
10 1 (0.51%) Hedge funds
10 1 (0.51%) Online Games
10 1 (0.51%) Video\Live Streaming
10 1 (0.51%) Xbox
Operating Systems
1 34 (17.17%) Linux
2 22 (11.11%) Windows
3 4 (2.02%) Unix
4 3 (1.52%) Android
5 1 (0.51%) CentOS
5 1 (0.51%) Debian
5 1 (0.51%) Mac OS
5 1 (0.51%) Red Hat Enterprise Linux
5 1 (0.51%) Ubuntu
Processes & Methodologies
1 163 (82.32%) Machine Learning
2 113 (57.07%) Software Engineering
3 80 (40.40%) Mathematics
4 64 (32.32%) Physics
5 55 (27.78%) Multithreading
6 53 (26.77%) Distributed Algorithms
7 48 (24.24%) Reinforcement Learning
8 44 (22.22%) Smart City Simulations
9 42 (21.21%) Deep Learning
10 39 (19.70%) Neural Network
11 34 (17.17%) Statistics
12 27 (13.64%) Open Source
13 26 (13.13%) Bayesian Methods
14 24 (12.12%) Probabilistic Modelling
14 24 (12.12%) SDLC
15 23 (11.62%) Economics
16 22 (11.11%) Quantitative Research
17 18 (9.09%) Continuous Integration
18 15 (7.58%) Test Automation
19 14 (7.07%) Image Processing
Programming Languages
1 153 (77.27%) Python
2 136 (68.69%) C++
3 122 (61.62%) Java
4 110 (55.56%) C#
5 82 (41.41%) C
6 52 (26.26%) MATLAB
7 27 (13.64%) JavaScript
8 23 (11.62%) Julia
8 23 (11.62%) SQL
9 13 (6.57%) R
10 6 (3.03%) Ruby
11 4 (2.02%) Perl
12 3 (1.52%) Bash Shell
13 2 (1.01%) PHP
14 1 (0.51%) Embedded C
14 1 (0.51%) Scala
Qualifications
1 107 (54.04%) PhD
2 29 (14.65%) Degree
3 14 (7.07%) Computer Science Degree
4 1 (0.51%) Numerate Degree
System Software
1 3 (1.52%) Docker
2 1 (0.51%) Hyper-V
2 1 (0.51%) NFS
Systems Management
1 3 (1.52%) Ansible
2 2 (1.01%) Opscode Chef
2 2 (1.01%) Puppet
2 2 (1.01%) Salt
3 1 (0.51%) Grafana
3 1 (0.51%) Munin
3 1 (0.51%) ZABBIX
Vendors
1 12 (6.06%) Microsoft
2 1 (0.51%) Cisco
2 1 (0.51%) Plumtree
2 1 (0.51%) VMware