Period
to 20 November 2017

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 20 November 2017 with a comparison to the same period in the previous 2 years.

Artificial Intelligence (AI)
England > East of England
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 158 332 384
Rank change year-on-year +174 +52 -24
Permanent jobs citing Artificial Intelligence 227 28 10
As % of all permanent IT jobs advertised in the East of England 1.88% 0.21% 0.065%
As % of the Processes & Methodologies category 2.14% 0.24% 0.075%
Number of salaries quoted 192 28 14
East of England median annual salary £60,000 £67,500 £21,500
Median salary % change year-on-year -11.11% +213.95% -57.00%
10th Percentile £29,750 £21,250 £19,750
90th Percentile £85,000 £77,500 £57,500
England median annual salary £60,000 £57,500 £48,500
% change year-on-year +4.35% +18.56% -3.00%

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 10617 11542 13379
As % of all permanent IT jobs advertised in the East of England 88.05% 88.51% 87.15%
Number of salaries quoted 8626 9519 10992
East of England median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - +3.45%
10th Percentile £27,500 £26,750 £26,250
90th Percentile £70,000 £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 20 November 2017.

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 20 November 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
Cambridgeshire +96 207 £62,500 -10.71% 20
Bedfordshire +36 9 £22,500 -
Hertfordshire - 5 £50,000 -
Essex +24 4 £50,000 -23.08%
Suffolk - 2 £48,750 -
Artificial Intelligence
England

For the 6 months to 20 November 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 East of England region with a requirement for Artificial Intelligence.

1 185 (81.50%) Machine Learning
2 168 (74.01%) Python
3 130 (57.27%) C++
4 121 (53.30%) Java
5 118 (51.98%) PhD
5 118 (51.98%) Software Engineering
6 111 (48.90%) C#
7 110 (48.46%) Mathematics
8 94 (41.41%) Computer Science
9 87 (38.33%) Physics
10 86 (37.89%) Algorithms
11 75 (33.04%) C
12 68 (29.96%) MATLAB
13 45 (19.82%) Statistics
13 45 (19.82%) Multithreading
13 45 (19.82%) Smart City
13 45 (19.82%) Smart City Simulations
14 44 (19.38%) Distributed Algorithms
14 44 (19.38%) Finance
15 43 (18.94%) Linux
16 39 (17.18%) Economics
16 39 (17.18%) Neural Network
16 39 (17.18%) Deep Learning
16 39 (17.18%) Reinforcement Learning
16 39 (17.18%) Julia
17 35 (15.42%) Degree
17 35 (15.42%) SQL
18 33 (14.54%) Probabilistic Modelling
19 31 (13.66%) Bayesian Methods
19 31 (13.66%) TensorFlow

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 8 (3.52%) Apache Spark
2 1 (0.44%) Ethereum
Cloud Services
1 18 (7.93%) Amazon AWS
2 7 (3.08%) Amazon EMR
2 7 (3.08%) Amazon Kinesis
3 6 (2.64%) Cloud Computing
4 1 (0.44%) Cortana Intelligence Suite
4 1 (0.44%) GitHub
4 1 (0.44%) SaaS
Communications & Networking
1 24 (10.57%) TCP/IP
2 6 (2.64%) SMS
3 5 (2.20%) Network Security
4 2 (0.88%) DHCP
4 2 (0.88%) DNS
5 1 (0.44%) Internet
5 1 (0.44%) OpenVPN
5 1 (0.44%) Skype
Database & Business Intelligence
1 30 (13.22%) Big Data
2 8 (3.52%) Hadoop
3 7 (3.08%) Amazon Redshift
3 7 (3.08%) Apache Hive
3 7 (3.08%) Impala
3 7 (3.08%) Redis
4 2 (0.88%) MySQL
5 1 (0.44%) Blockchain
5 1 (0.44%) SQL Server
Development Applications
1 8 (3.52%) Jenkins
1 8 (3.52%) JIRA
2 7 (3.08%) Cucumber
2 7 (3.08%) Selenium
3 2 (0.88%) Git (software)
4 1 (0.44%) GitLab
4 1 (0.44%) GoCD
4 1 (0.44%) TeamCity
General
1 44 (19.38%) Finance
2 8 (3.52%) Games
2 8 (3.52%) Retail
3 1 (0.44%) Advertising
3 1 (0.44%) Marketing
Job Titles
1 88 (38.77%) Software Engineer
2 71 (31.28%) Developer
3 55 (24.23%) Software Developer
4 41 (18.06%) C++ Developer
5 31 (13.66%) C++ Software Developer
6 30 (13.22%) Developer/Software Engineer
7 28 (12.33%) C++ Software Engineer
8 27 (11.89%) Web Engineer
9 22 (9.69%) Machine Learning Researcher
10 21 (9.25%) Graduate
11 18 (7.93%) Research Engineer
12 16 (7.05%) Data Scientist
12 16 (7.05%) Machine Learning Engineer
13 15 (6.61%) DevOps Engineer
13 15 (6.61%) Python Software Engineer
14 14 (6.17%) Machine Learning Scientist
15 10 (4.41%) Machine Learning Developer
16 9 (3.96%) C# Software Engineer
16 9 (3.96%) Graduate Developer
16 9 (3.96%) Mathematical Developer
Libraries, Frameworks & Software Standards
1 31 (13.66%) TensorFlow
2 26 (11.45%) CSS
3 21 (9.25%) .NET
4 18 (7.93%) HTML
4 18 (7.93%) jQuery
4 18 (7.93%) Node.js
5 17 (7.49%) ASP.NET
5 17 (7.49%) Backbone.js
5 17 (7.49%) D3.js
6 9 (3.96%) RESTful
7 8 (3.52%) AngularJS
8 7 (3.08%) scikit-learn
9 5 (2.20%) STL
10 4 (1.76%) Keras
10 4 (1.76%) OpenCV
10 4 (1.76%) Velocity
11 2 (0.88%) Natural Language Processing
12 1 (0.44%) Autofac
12 1 (0.44%) NancyFx
12 1 (0.44%) WCF
Miscellaneous
1 94 (41.41%) Computer Science
2 86 (37.89%) Algorithms
3 45 (19.82%) Smart City
4 21 (9.25%) User Experience
5 11 (4.85%) Robotics
6 10 (4.41%) Greenfield Project
7 9 (3.96%) 3D Graphics
8 8 (3.52%) Fintech
9 7 (3.08%) Foreign Exchange (FX)
10 5 (2.20%) Cyberthreat
10 5 (2.20%) Enterprise Software
11 4 (1.76%) Animation
12 3 (1.32%) Data Structures
13 2 (0.88%) HoloLens
13 2 (0.88%) Kinect
14 1 (0.44%) Data Centre
14 1 (0.44%) Hedge funds
14 1 (0.44%) Online Games
14 1 (0.44%) Smartphone
14 1 (0.44%) Xbox
Operating Systems
1 43 (18.94%) Linux
2 30 (13.22%) Windows
3 7 (3.08%) Unix
4 5 (2.20%) CentOS
4 5 (2.20%) Mac OS
4 5 (2.20%) Red Hat Enterprise Linux
5 3 (1.32%) Android
6 1 (0.44%) Debian
6 1 (0.44%) Ubuntu
Processes & Methodologies
1 185 (81.50%) Machine Learning
2 118 (51.98%) Software Engineering
3 110 (48.46%) Mathematics
4 87 (38.33%) Physics
5 45 (19.82%) Multithreading
5 45 (19.82%) Smart City Simulations
5 45 (19.82%) Statistics
6 44 (19.38%) Distributed Algorithms
7 39 (17.18%) Deep Learning
7 39 (17.18%) Economics
7 39 (17.18%) Neural Network
7 39 (17.18%) Reinforcement Learning
8 33 (14.54%) Probabilistic Modelling
9 31 (13.66%) Bayesian Methods
10 30 (13.22%) Open Source
11 29 (12.78%) SDLC
12 16 (7.05%) Continuous Integration
12 16 (7.05%) DevOps
12 16 (7.05%) Probability Theory
12 16 (7.05%) Quantitative Research
Programming Languages
1 168 (74.01%) Python
2 130 (57.27%) C++
3 121 (53.30%) Java
4 111 (48.90%) C#
5 75 (33.04%) C
6 68 (29.96%) MATLAB
7 39 (17.18%) Julia
8 35 (15.42%) SQL
9 29 (12.78%) JavaScript
10 23 (10.13%) R
11 12 (5.29%) Perl
12 7 (3.08%) Ruby
13 6 (2.64%) Bash Shell
14 2 (0.88%) PHP
15 1 (0.44%) Scala
Qualifications
1 118 (51.98%) PhD
2 35 (15.42%) Degree
3 20 (8.81%) Computer Science Degree
4 1 (0.44%) Numerate Degree
System Software
1 9 (3.96%) Docker
2 5 (2.20%) Hyper-V
3 1 (0.44%) NFS
Systems Management
1 8 (3.52%) Opscode Chef
2 6 (2.64%) Puppet
2 6 (2.64%) Salt
3 5 (2.20%) Ansible
3 5 (2.20%) Grafana
3 5 (2.20%) Munin
3 5 (2.20%) ZABBIX
4 2 (0.88%) Kubernetes
Vendors
1 14 (6.17%) Microsoft
2 7 (3.08%) Cloudera
2 7 (3.08%) Tableau
3 5 (2.20%) Cisco
3 5 (2.20%) VMware
4 1 (0.44%) Plumtree