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 3 months to 25 June 2017 with a comparison to the same period in the previous 2 years.

Artificial Intelligence (AI)
England / East of England
3 months to
25 Jun 2017
Same period 2016 Same period 2015
Rank 151 259 288
Rank change year-on-year +108 +29  
Permanent jobs citing Artificial Intelligence 107 2 1
As % of all permanent IT jobs advertised in the East of England 1.75% 0.030% 0.012%
As % of the Processes & Methodologies category 1.98% 0.034% 0.014%
Number of salaries quoted 93 2 1
Median salary £65,000 £22,500 £52,500
Median salary % change year-on-year +188.88% -57.14%  
UK excluding London median salary £60,000 £42,500 £40,000
% change year-on-year +41.17% +6.25%  

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

Process & Methodology Skills
East of England
Permanent job vacancies with a requirement for process and methodology skills 5394 5899 7083
As % of all permanent IT job vacancies advertised in the East of England 88.12% 87.64% 86.39%
Number of salaries quoted 4355 4951 5800
Median salary £47,500 £47,500 £45,000
Median salary % change year-on-year - +5.55%  
90% offered a salary of more than £32,500 £31,500 £30,000
10% offered a salary of more than £67,500 £65,000 £70,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Artificial Intelligence
Job Vacancy Trend in the East of England

The job posting trend of jobs advertised in the East of England citing Artificial Intelligence as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

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 3 months to 25 June 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 3 months to 25 June 2017. 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 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
Cambridgeshire - 100 £65,000 - 12
Bedfordshire +22 5 £56,000 +148.88% 1
Essex - 1 £65,000 -
Suffolk - 1 £35,000 -
Artificial Intelligence
England

For the 6 months to 25 June 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.

1 134 (92.41%) Machine Learning
2 128 (88.28%) Python
3 93 (64.14%) C++
3 93 (64.14%) Java
4 79 (54.48%) PhD
5 76 (52.41%) C#
6 73 (50.34%) Algorithms
7 67 (46.21%) Mathematics
8 55 (37.93%) Software Engineering
9 50 (34.48%) Physics
10 43 (29.66%) Smart City
10 43 (29.66%) Smart City Simulations
11 41 (28.28%) Linux
12 40 (27.59%) Deep Learning
13 34 (23.45%) Computer Science
14 33 (22.76%) MATLAB
14 33 (22.76%) Distributed Algorithms
14 33 (22.76%) Reinforcement Learning
15 32 (22.07%) Multithreading
16 30 (20.69%) C
17 25 (17.24%) DevOps
18 24 (16.55%) Neural Network
19 22 (15.17%) Statistics
20 21 (14.48%) .NET
20 21 (14.48%) Economics
20 21 (14.48%) Julia
20 21 (14.48%) R
21 20 (13.79%) ASP.NET
22 19 (13.10%) Bayesian Methods
23 18 (12.41%) Probabilistic Modelling

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 (3.45%) DNN
2 4 (2.76%) Apache Spark
3 1 (0.69%) OpenStack
Cloud Services
1 11 (7.59%) Amazon AWS
2 4 (2.76%) Amazon EMR
2 4 (2.76%) Amazon Kinesis
3 3 (2.07%) Cloud Computing
Communications & Networking
1 10 (6.90%) TCP/IP
2 2 (1.38%) SMS
3 1 (0.69%) DHCP
3 1 (0.69%) DNS
3 1 (0.69%) Network Security
3 1 (0.69%) Wi-Fi
Database & Business Intelligence
1 7 (4.83%) Big Data
2 5 (3.45%) Hadoop
3 4 (2.76%) Amazon Redshift
3 4 (2.76%) Apache Hive
3 4 (2.76%) Impala
3 4 (2.76%) Redis
4 2 (1.38%) Data Mining
5 1 (0.69%) Apache Cassandra
5 1 (0.69%) CouchDB
5 1 (0.69%) HBase
5 1 (0.69%) MariaDB
5 1 (0.69%) MongoDB
5 1 (0.69%) MySQL
5 1 (0.69%) Neo4j
5 1 (0.69%) PostgreSQL
5 1 (0.69%) Relational Database
5 1 (0.69%) SQL Server
Development Applications
1 11 (7.59%) Cucumber
1 11 (7.59%) JIRA
1 11 (7.59%) Selenium
2 6 (4.14%) Git (software)
3 1 (0.69%) Jenkins
3 1 (0.69%) Maven
3 1 (0.69%) TeamCity
General
1 9 (6.21%) Games
2 1 (0.69%) Finance
Job Titles
1 53 (36.55%) Developer
2 48 (33.10%) Software Developer
3 32 (22.07%) Software Engineer
4 23 (15.86%) Machine Learning Researcher
5 22 (15.17%) C++ Developer
6 21 (14.48%) DevOps Engineer
7 19 (13.10%) C++ Software Developer
8 18 (12.41%) Mathematical Developer
9 17 (11.72%) Developer/Software Engineer
10 15 (10.34%) C++ Software Engineer
11 13 (8.97%) Java Engineer
11 13 (8.97%) Python Developer
12 12 (8.28%) Java Developer
12 12 (8.28%) Machine Learning Engineer
13 11 (7.59%) Developer in Test
14 9 (6.21%) DevOps Systems Engineer
14 9 (6.21%) Java Software Developer
14 9 (6.21%) Python Software Engineer
15 8 (5.52%) Java Software Engineer
15 8 (5.52%) Linux/Unix DevOps
Libraries, Frameworks & Software Standards
1 21 (14.48%) .NET
2 20 (13.79%) ASP.NET
3 10 (6.90%) TensorFlow
4 6 (4.14%) Theano
4 6 (4.14%) Unity (Game Engine)
5 5 (3.45%) OpenCV
6 4 (2.76%) scikit-learn
7 3 (2.07%) Natural Language Processing
8 2 (1.38%) HTML
8 2 (1.38%) NumPy
9 1 (0.69%) Autofac
9 1 (0.69%) Backbone.js
9 1 (0.69%) CSS
9 1 (0.69%) D3.js
9 1 (0.69%) jQuery
9 1 (0.69%) Node.js
9 1 (0.69%) POSIX
9 1 (0.69%) REST
9 1 (0.69%) WCF
9 1 (0.69%) WPF
Miscellaneous
1 73 (50.34%) Algorithms
2 43 (29.66%) Smart City
3 34 (23.45%) Computer Science
4 4 (2.76%) Cyberthreat
4 4 (2.76%) Foreign Exchange (FX)
4 4 (2.76%) User Experience
5 3 (2.07%) Enterprise Software
5 3 (2.07%) Mobile App
5 3 (2.07%) Social Media
6 2 (1.38%) Augmented Reality
6 2 (1.38%) Data Structures
6 2 (1.38%) Robotics
7 1 (0.69%) 3D Graphics
7 1 (0.69%) Data Centre
7 1 (0.69%) e-Health
7 1 (0.69%) Greenfield Project
7 1 (0.69%) Grid Computing
Operating Systems
1 41 (28.28%) Linux
2 15 (10.34%) Windows
3 10 (6.90%) Unix
4 4 (2.76%) CentOS
4 4 (2.76%) Mac OS
4 4 (2.76%) Red Hat Enterprise Linux
5 1 (0.69%) Windows 10
Processes & Methodologies
1 134 (92.41%) Machine Learning
2 67 (46.21%) Mathematics
3 55 (37.93%) Software Engineering
4 50 (34.48%) Physics
5 43 (29.66%) Smart City Simulations
6 40 (27.59%) Deep Learning
7 33 (22.76%) Distributed Algorithms
7 33 (22.76%) Reinforcement Learning
8 32 (22.07%) Multithreading
9 25 (17.24%) DevOps
10 24 (16.55%) Neural Network
11 22 (15.17%) Statistics
12 21 (14.48%) Economics
13 19 (13.10%) Bayesian Methods
14 18 (12.41%) Probabilistic Modelling
15 17 (11.72%) Agile Software Development
16 12 (8.28%) Continuous Integration
17 11 (7.59%) Exploratory Testing
17 11 (7.59%) SDET
17 11 (7.59%) Test Automation
Programming Languages
1 128 (88.28%) Python
2 93 (64.14%) C++
2 93 (64.14%) Java
3 76 (52.41%) C#
4 33 (22.76%) MATLAB
5 30 (20.69%) C
6 21 (14.48%) Julia
6 21 (14.48%) R
7 18 (12.41%) SQL
8 15 (10.34%) Perl
9 12 (8.28%) Ruby
10 6 (4.14%) Scala
11 4 (2.76%) Bash Shell
12 1 (0.69%) Fortran
12 1 (0.69%) Go
12 1 (0.69%) Haskell
12 1 (0.69%) JavaScript
Qualifications
1 79 (54.48%) PhD
2 14 (9.66%) Degree
3 13 (8.97%) Computer Science Degree
4 1 (0.69%) CISSP
4 1 (0.69%) GSEC
System Software
1 14 (9.66%) Docker
2 4 (2.76%) Hyper-V
3 3 (2.07%) VMware Infrastructure
4 1 (0.69%) KVM
4 1 (0.69%) LXC
4 1 (0.69%) Slurm Workload Manager
4 1 (0.69%) Xen
Systems Management
1 13 (8.97%) Opscode Chef
2 8 (5.52%) Ansible
2 8 (5.52%) Kubernetes
3 5 (3.45%) Puppet
4 4 (2.76%) Grafana
4 4 (2.76%) Munin
4 4 (2.76%) Salt
4 4 (2.76%) ZABBIX
5 1 (0.69%) Mesos
Vendors
1 4 (2.76%) Cloudera
1 4 (2.76%) Tableau
1 4 (2.76%) VMware
2 1 (0.69%) Cisco
2 1 (0.69%) Pegasus
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