Period
to 18 July 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 18 July 2018 with a comparison to the same period in the previous 2 years.

Artificial Intelligence (AI)
England > East of England
6 months to
18 Jul 2018
Same period 2017 Same period 2016
Rank 77 163 364
Rank change year-on-year +86 +201 +21
Permanent jobs citing Artificial Intelligence 435 230 18
As % of all permanent IT jobs advertised in the East of England 3.60% 1.84% 0.13%
As % of the Processes & Methodologies category 4.03% 2.06% 0.14%
Number of salaries quoted 353 187 12
East of England median annual salary £57,500 £62,500 £31,250
Median salary % change year-on-year -8.00% +100.00% -43.18%
10th Percentile £26,250 £26,250 £21,250
90th Percentile £76,250 £85,000 £68,750
England median annual salary £60,000 £60,000 £55,000
% change year-on-year - +9.09% -

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 10,781 11,163 12,734
As % of all permanent IT jobs advertised in the East of England 89.16% 89.40% 89.57%
Number of salaries quoted 8,052 8,922 10,389
East of England median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - +2.86%
10th Percentile £27,500 £26,765 £26,250
90th Percentile £71,750 £68,750 £67,500
England median annual salary £50,000 £50,000 £50,000

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 18 July 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 18 July 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 +32 333 £55,000 -15.38% 40
Hertfordshire +73 89 £61,250 -2.00% 14
Bedfordshire +13 8 £83,000 +48.21% 1
Essex +27 3 - - 2
Suffolk +5 2 £48,000 +37.14%
Artificial Intelligence
England

For the 6 months to 18 July 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 East of England region with a requirement for Artificial Intelligence.

1 317 (72.87%) Machine Learning
2 203 (46.67%) Java
3 197 (45.29%) Python
4 186 (42.76%) C++
5 139 (31.95%) Linux
6 132 (30.34%) Software Engineering
7 130 (29.89%) PhD
8 124 (28.51%) Mathematics
9 118 (27.13%) Agile Software Development
10 107 (24.60%) C
11 106 (24.37%) Algorithms
12 94 (21.61%) C#
13 90 (20.69%) Amazon AWS
14 78 (17.93%) Degree
15 71 (16.32%) Physics
16 69 (15.86%) Natural Language Processing
17 67 (15.40%) Computer Science
18 66 (15.17%) Big Data
19 62 (14.25%) Deep Learning
20 60 (13.79%) Reinforcement Learning
21 59 (13.56%) JavaScript
22 57 (13.10%) Robotics
22 57 (13.10%) Multithreading
22 57 (13.10%) Git (software)
22 57 (13.10%) Data Science
23 54 (12.41%) Bayesian Methods
24 52 (11.95%) Distributed Algorithms
24 52 (11.95%) AngularJS
25 51 (11.72%) Web Services
26 47 (10.80%) RESTful

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 41 (9.43%) Apache Spark
2 7 (1.61%) nginx
3 5 (1.15%) Elasticsearch
4 3 (0.69%) OpenStack
4 3 (0.69%) SharePoint
5 2 (0.46%) Apache
5 2 (0.46%) Apache Solr
5 2 (0.46%) Tomcat
6 1 (0.23%) GlassFish
6 1 (0.23%) MS Project Server
6 1 (0.23%) SAS
Applications
1 7 (1.61%) HipChat
2 3 (0.69%) Microsoft Project
3 2 (0.46%) Microsoft PowerPoint
3 2 (0.46%) RoboHelp
Cloud Services
1 90 (20.69%) Amazon AWS
2 14 (3.22%) Microsoft Azure
3 11 (2.53%) Cloud Computing
3 11 (2.53%) Google Cloud Platform
4 7 (1.61%) Dropbox
5 4 (0.92%) Office 365
6 2 (0.46%) Amazon EC2
6 2 (0.46%) AWS Lambda
6 2 (0.46%) GitHub
6 2 (0.46%) Serverless
7 1 (0.23%) Amazon EMR
7 1 (0.23%) Amazon S3
7 1 (0.23%) npm
Communications & Networking
1 14 (3.22%) Internet
2 6 (1.38%) Firewall
3 4 (0.92%) WebEx
4 2 (0.46%) SMS
4 2 (0.46%) TCP/IP
5 1 (0.23%) 802.11
5 1 (0.23%) RFID
5 1 (0.23%) Skype
5 1 (0.23%) Wi-Fi
Database & Business Intelligence
1 66 (15.17%) Big Data
2 30 (6.90%) NoSQL
3 27 (6.21%) Apache Cassandra
4 20 (4.60%) Hadoop
5 13 (2.99%) Relational Database
6 9 (2.07%) Data Mining
7 7 (1.61%) MongoDB
7 7 (1.61%) MySQL
7 7 (1.61%) PostgreSQL
8 3 (0.69%) Text Mining
9 2 (0.46%) Amazon DynamoDB
9 2 (0.46%) Blockchain
9 2 (0.46%) SQL Server
10 1 (0.23%) Amazon Redshift
10 1 (0.23%) Data Lake
10 1 (0.23%) Data Warehouse
10 1 (0.23%) Looker
10 1 (0.23%) Oracle Database
10 1 (0.23%) QlikView
Development Applications
1 57 (13.10%) Git (software)
2 12 (2.76%) Jenkins
2 12 (2.76%) Mercurial
3 5 (1.15%) JIRA
4 4 (0.92%) JMeter
5 3 (0.69%) GitLab
5 3 (0.69%) SoapUI
6 2 (0.46%) Sonatype Nexus
6 2 (0.46%) TeamCity
7 1 (0.23%) Codeship
7 1 (0.23%) JUnit
7 1 (0.23%) Maven
7 1 (0.23%) Selenium
General
1 30 (6.90%) Games
2 23 (5.29%) Finance
3 16 (3.68%) Retail
4 8 (1.84%) Marketing
5 7 (1.61%) Multimedia
5 7 (1.61%) Publishing
6 6 (1.38%) Telecoms
7 4 (0.92%) Electronics
7 4 (0.92%) Law
8 2 (0.46%) Aerospace
8 2 (0.46%) Pharmaceutical
Job Titles
1 103 (23.68%) Developer
2 96 (22.07%) Software Engineer
3 67 (15.40%) Graduate
4 62 (14.25%) Machine Learning Engineer
5 56 (12.87%) C++ Software Engineer
6 50 (11.49%) Python Engineer
7 40 (9.20%) Graduate Software Engineer
8 39 (8.97%) Linux Engineer
9 28 (6.44%) C++ Developer
9 28 (6.44%) Software Developer
10 27 (6.21%) Front End Developer (Client-Side Developer)
11 25 (5.75%) Team Leader
12 24 (5.52%) Graduate C++ Software Engineer
13 22 (5.06%) C++ Software Developer
13 22 (5.06%) Computer Engineer
13 22 (5.06%) Computer Vision Engineer
14 20 (4.60%) Cloud Engineer
14 20 (4.60%) Development Team Leader
14 20 (4.60%) Python Software Engineer
15 18 (4.14%) Research Engineer
Libraries, Frameworks & Software Standards
1 69 (15.86%) Natural Language Processing
2 52 (11.95%) AngularJS
3 51 (11.72%) Web Services
4 47 (10.80%) RESTful
5 42 (9.66%) TensorFlow
6 36 (8.28%) React
7 35 (8.05%) .NET
8 33 (7.59%) HTML
9 31 (7.13%) HTML5
10 29 (6.67%) CSS
11 28 (6.44%) Akka
12 27 (6.21%) CSS3
13 23 (5.29%) Node.js
14 22 (5.06%) STL
15 12 (2.76%) Google Maps API
15 12 (2.76%) OAuth
15 12 (2.76%) OAuth2
16 10 (2.30%) jQuery
17 9 (2.07%) HEVC
17 9 (2.07%) OpenGL
Miscellaneous
1 106 (24.37%) Algorithms
2 67 (15.40%) Computer Science
3 57 (13.10%) Robotics
4 42 (9.66%) User Experience
5 25 (5.75%) Smart City
6 23 (5.29%) Greenfield Project
7 19 (4.37%) Data Structures
8 17 (3.91%) Analytical Skills
9 16 (3.68%) Fintech
10 15 (3.45%) Enterprise Software
10 15 (3.45%) Mobile App
11 13 (2.99%) Augmented Reality
12 10 (2.30%) Linux Command Line
13 7 (1.61%) Digital Media
13 7 (1.61%) Xbox
14 4 (0.92%) CUDA
15 3 (0.69%) Grid Computing
16 2 (0.46%) Blog
16 2 (0.46%) iPad
16 2 (0.46%) Life Science
Operating Systems
1 139 (31.95%) Linux
2 12 (2.76%) Apple iOS
2 12 (2.76%) Windows
3 11 (2.53%) Unix
4 7 (1.61%) Debian
4 7 (1.61%) Mac OS
5 6 (1.38%) Robot Operating System
6 4 (0.92%) Android
Processes & Methodologies
1 317 (72.87%) Machine Learning
2 132 (30.34%) Software Engineering
3 124 (28.51%) Mathematics
4 118 (27.13%) Agile Software Development
5 71 (16.32%) Physics
6 62 (14.25%) Deep Learning
7 60 (13.79%) Reinforcement Learning
8 57 (13.10%) Data Science
8 57 (13.10%) Multithreading
9 54 (12.41%) Bayesian Methods
10 52 (11.95%) Distributed Algorithms
11 46 (10.57%) Neural Network
11 46 (10.57%) OO
12 45 (10.34%) Computer Vision
13 44 (10.11%) DevOps
14 40 (9.20%) Scrum
15 36 (8.28%) Mentoring
16 35 (8.05%) E-Commerce
16 35 (8.05%) Signal Processing
17 34 (7.82%) Microservices
Programming Languages
1 203 (46.67%) Java
2 197 (45.29%) Python
3 186 (42.76%) C++
4 107 (24.60%) C
5 94 (21.61%) C#
6 59 (13.56%) JavaScript
7 38 (8.74%) MATLAB
8 29 (6.67%) PHP
9 28 (6.44%) Scala
10 14 (3.22%) SQL
11 12 (2.76%) Apple Swift
11 12 (2.76%) Objective-C
12 7 (1.61%) Erlang
12 7 (1.61%) Go
12 7 (1.61%) Haskell
13 6 (1.38%) R
14 5 (1.15%) Shell Script
15 3 (0.69%) Bash Shell
16 2 (0.46%) Java 8
16 2 (0.46%) Kotlin
Qualifications
1 130 (29.89%) PhD
2 78 (17.93%) Degree
3 30 (6.90%) Computer Science Degree
4 14 (3.22%) Numerate Degree
5 2 (0.46%) Master's Degree
6 1 (0.23%) CWAP
6 1 (0.23%) CWDP
6 1 (0.23%) CWNA
6 1 (0.23%) PMP
Quality Assurance & Compliance
1 20 (4.60%) QA
2 2 (0.46%) ISO/IEC 27001
2 2 (0.46%) PCI DSS
3 1 (0.23%) GCP
3 1 (0.23%) GDPR
3 1 (0.23%) IFRS
3 1 (0.23%) IFRS 9
System Software
1 23 (5.29%) Docker
2 9 (2.07%) VMware Infrastructure
3 7 (1.61%) VMware Workstation
4 4 (0.92%) Active Directory
4 4 (0.92%) Hyper-V
5 2 (0.46%) VMware ESXi
5 2 (0.46%) vSphere
Systems Management
1 24 (5.52%) Ansible
2 23 (5.29%) Puppet
3 15 (3.45%) Opscode Chef
4 14 (3.22%) Kubernetes
5 2 (0.46%) Docker Swarm
5 2 (0.46%) Prometheus
6 1 (0.23%) Kibana
6 1 (0.23%) logstash
Vendors
1 23 (5.29%) Google
2 12 (2.76%) Cisco
2 12 (2.76%) HP
2 12 (2.76%) Juniper
2 12 (2.76%) Mapbox
3 9 (2.07%) VMware
4 7 (1.61%) Perforce
5 4 (0.92%) Microsoft
6 3 (0.69%) Bloomberg
6 3 (0.69%) Cloudera
6 3 (0.69%) Splunk
7 2 (0.46%) Hortonworks
7 2 (0.46%) Oracle
7 2 (0.46%) Tableau
8 1 (0.23%) Aruba
8 1 (0.23%) Cognos
8 1 (0.23%) Sophos
8 1 (0.23%) Veeam