Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 20 September 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 20 September 2018 with a comparison to the same period in the previous 2 years.

Artificial Intelligence (AI)
England > East of England
6 months to
20 Sep 2018		 Same period 2017 Same period 2016
Rank 87 144 317
Rank change year-on-year +57 +173 +72
Permanent jobs citing Artificial Intelligence 375 262 33
As % of all permanent IT jobs advertised in the East of England 3.38% 2.24% 0.25%
As % of the Processes & Methodologies category 3.76% 2.49% 0.28%
Number of salaries quoted 286 213 36
East of England median annual salary £57,500 £62,500 £66,250
Median salary % change year-on-year -8.00% -5.66% +15.22%
10th Percentile £26,250 £26,750 £21,250
90th Percentile £76,250 £85,000 £77,500
England median annual salary £60,000 £62,000 £57,500
% change year-on-year -3.23% +7.83% +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 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 9,969 10,537 11,940
As % of all permanent IT jobs advertised in the East of England 89.77% 90.05% 89.87%
Number of salaries quoted 7,359 8,543 9,911
East of England median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - +1.12%
10th Percentile £27,008 £26,750 £26,250
90th Percentile £72,500 £67,500 £68,750
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 20 September 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 20 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
Cambridgeshire +22 276 £57,500 -8.00% 45
Hertfordshire +66 77 £60,000 -11.11% 6
Bedfordshire +3 14 £76,500 +240.00% 2
Essex +17 8 £26,250 -54.35% 4
Artificial Intelligence
England

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

1 260 (69.33%) Machine Learning
2 168 (44.80%) Java
3 154 (41.07%) Python
4 142 (37.87%) Linux
5 129 (34.40%) C++
6 111 (29.60%) Agile Software Development
7 108 (28.80%) PhD
8 96 (25.60%) Software Engineering
9 87 (23.20%) Amazon AWS
10 84 (22.40%) C
11 82 (21.87%) Mathematics
12 79 (21.07%) Big Data
13 77 (20.53%) Algorithms
14 74 (19.73%) C#
15 66 (17.60%) Natural Language Processing
16 58 (15.47%) Robotics
16 58 (15.47%) Reinforcement Learning
17 56 (14.93%) Deep Learning
17 56 (14.93%) DevOps
18 54 (14.40%) Git (software)
19 53 (14.13%) Degree
20 51 (13.60%) Multithreading
20 51 (13.60%) Bayesian Methods
21 50 (13.33%) Physics
21 50 (13.33%) JavaScript
22 47 (12.53%) Distributed Algorithms
23 45 (12.00%) TensorFlow
24 42 (11.20%) Scrum
25 40 (10.67%) AngularJS
26 39 (10.40%) Web Services

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 24 (6.40%) Apache Spark
2 9 (2.40%) nginx
3 6 (1.60%) Apache
4 5 (1.33%) Elasticsearch
5 4 (1.07%) OpenStack
6 3 (0.80%) SharePoint
7 2 (0.53%) Tomcat
8 1 (0.27%) Apache Solr
8 1 (0.27%) MS Project Server
8 1 (0.27%) SAS
Applications
1 11 (2.93%) Microsoft PowerPoint
2 8 (2.13%) RoboHelp
3 7 (1.87%) HipChat
4 3 (0.80%) Chatbot
4 3 (0.80%) Microsoft Project
5 1 (0.27%) InVision
5 1 (0.27%) Photoshop
Business Applications
1 2 (0.53%) Dynamics AX
1 2 (0.53%) Dynamics CRM
1 2 (0.53%) Dynamics NAV
Cloud Services
1 87 (23.20%) Amazon AWS
2 28 (7.47%) Microsoft Azure
3 16 (4.27%) Cloud Computing
4 15 (4.00%) Google Cloud Platform
5 7 (1.87%) Dropbox
6 4 (1.07%) Office 365
7 2 (0.53%) Amazon EC2
7 2 (0.53%) AWS Lambda
7 2 (0.53%) Dynamics 365
7 2 (0.53%) Serverless
8 1 (0.27%) GitHub
8 1 (0.27%) npm
8 1 (0.27%) Slack
Communications & Networking
1 19 (5.07%) WebEx
2 7 (1.87%) Internet
3 4 (1.07%) Firewall
4 2 (0.53%) Skype
4 2 (0.53%) SMS
4 2 (0.53%) Wi-Fi
5 1 (0.27%) 802.11
5 1 (0.27%) RFID
Database & Business Intelligence
1 79 (21.07%) Big Data
2 26 (6.93%) Hadoop
2 26 (6.93%) NoSQL
3 20 (5.33%) Apache Cassandra
4 11 (2.93%) Relational Database
5 10 (2.67%) MySQL
6 8 (2.13%) PostgreSQL
7 5 (1.33%) Data Mining
8 3 (0.80%) Blockchain
8 3 (0.80%) SQL Server
9 2 (0.53%) Amazon DynamoDB
10 1 (0.27%) Data Lake
10 1 (0.27%) GIS
10 1 (0.27%) HDInsight
10 1 (0.27%) Neo4j
10 1 (0.27%) QlikView
10 1 (0.27%) Text Mining
Development Applications
1 54 (14.40%) Git (software)
2 16 (4.27%) Jenkins
3 11 (2.93%) JMeter
4 9 (2.40%) Mercurial
5 8 (2.13%) JIRA
5 8 (2.13%) SoapUI
6 7 (1.87%) Selenium
7 3 (0.80%) Maven
8 2 (0.53%) CMake
8 2 (0.53%) GitLab
8 2 (0.53%) JUnit
8 2 (0.53%) Sonatype Nexus
8 2 (0.53%) TeamCity
9 1 (0.27%) Clang
9 1 (0.27%) Codeship
9 1 (0.27%) GCC
9 1 (0.27%) Octopus Deploy
9 1 (0.27%) Protractor
9 1 (0.27%) Travis CI
9 1 (0.27%) WebDriver
General
1 37 (9.87%) Finance
2 33 (8.80%) Games
3 15 (4.00%) Retail
4 14 (3.73%) Marketing
4 14 (3.73%) Publishing
5 7 (1.87%) Law
5 7 (1.87%) Multimedia
5 7 (1.87%) Telecoms
6 2 (0.53%) Aerospace
6 2 (0.53%) Pharmaceutical
7 1 (0.27%) Advertising
7 1 (0.27%) Automotive
7 1 (0.27%) Electronics
Job Titles
1 92 (24.53%) Developer
2 62 (16.53%) Software Engineer
3 56 (14.93%) Machine Learning Engineer
4 46 (12.27%) Graduate
5 44 (11.73%) Linux Engineer
6 28 (7.47%) Python Engineer
6 28 (7.47%) Software Developer
7 25 (6.67%) C++ Software Engineer
8 22 (5.87%) Front End Developer (Client-Side Developer)
8 22 (5.87%) Research Engineer
8 22 (5.87%) Team Leader
9 21 (5.60%) Graduate Software Engineer
10 20 (5.33%) Cloud Engineer
11 19 (5.07%) Technical Trainer
11 19 (5.07%) Trainer
12 18 (4.80%) C++ Developer
13 17 (4.53%) Systems Engineer
14 16 (4.27%) Developer/Software Engineer
15 15 (4.00%) Linux Systems Engineer
16 14 (3.73%) DevOps Engineer
Libraries, Frameworks & Software Standards
1 66 (17.60%) Natural Language Processing
2 45 (12.00%) TensorFlow
3 40 (10.67%) AngularJS
4 39 (10.40%) Web Services
5 31 (8.27%) HTML
5 31 (8.27%) RESTful
6 29 (7.73%) .NET
6 29 (7.73%) React
7 27 (7.20%) CSS
8 23 (6.13%) HTML5
9 20 (5.33%) Akka
10 19 (5.07%) CSS3
11 13 (3.47%) STL
12 12 (3.20%) Node.js
12 12 (3.20%) SOAP
13 10 (2.67%) Keras
14 9 (2.40%) Google Maps API
14 9 (2.40%) OAuth
14 9 (2.40%) OAuth2
15 8 (2.13%) REST
Miscellaneous
1 77 (20.53%) Algorithms
2 58 (15.47%) Robotics
3 39 (10.40%) Computer Science
4 32 (8.53%) User Experience
5 29 (7.73%) Fintech
6 25 (6.67%) Smart City
7 20 (5.33%) Greenfield Project
8 17 (4.53%) Analytical Skills
8 17 (4.53%) Enterprise Software
9 13 (3.47%) Mobile App
10 12 (3.20%) Data Structures
11 11 (2.93%) Linux Command Line
12 8 (2.13%) Grid Computing
13 7 (1.87%) Digital Media
14 4 (1.07%) Augmented Reality
15 3 (0.80%) Private Cloud
15 3 (0.80%) Self-Motivation
16 2 (0.53%) Cyberattack
16 2 (0.53%) Cybercrime
16 2 (0.53%) Public Cloud
Operating Systems
1 142 (37.87%) Linux
2 11 (2.93%) Unix
2 11 (2.93%) Windows
3 9 (2.40%) Apple iOS
4 8 (2.13%) Mac OS
5 7 (1.87%) Debian
6 5 (1.33%) Robot Operating System
7 4 (1.07%) Embedded Linux
8 2 (0.53%) Android
Processes & Methodologies
1 260 (69.33%) Machine Learning
2 111 (29.60%) Agile Software Development
3 96 (25.60%) Software Engineering
4 82 (21.87%) Mathematics
5 58 (15.47%) Reinforcement Learning
6 56 (14.93%) Deep Learning
6 56 (14.93%) DevOps
7 51 (13.60%) Bayesian Methods
7 51 (13.60%) Multithreading
8 50 (13.33%) Physics
9 47 (12.53%) Distributed Algorithms
10 42 (11.20%) Scrum
11 37 (9.87%) Biology
11 37 (9.87%) Computational Biology
11 37 (9.87%) Computational Linguistics
11 37 (9.87%) Probabilistic Modelling
12 33 (8.80%) Decision-Making
13 32 (8.53%) Data Science
14 30 (8.00%) Mentoring
15 29 (7.73%) OO
Programming Languages
1 168 (44.80%) Java
2 154 (41.07%) Python
3 129 (34.40%) C++
4 84 (22.40%) C
5 74 (19.73%) C#
6 50 (13.33%) JavaScript
7 22 (5.87%) PHP
8 20 (5.33%) Scala
9 16 (4.27%) MATLAB
10 12 (3.20%) SQL
11 9 (2.40%) Apple Swift
11 9 (2.40%) Objective-C
12 7 (1.87%) Erlang
12 7 (1.87%) Go
12 7 (1.87%) Haskell
12 7 (1.87%) R
13 6 (1.60%) Bash Shell
14 4 (1.07%) TypeScript
15 3 (0.80%) VB.NET
15 3 (0.80%) VBA
Qualifications
1 108 (28.80%) PhD
2 53 (14.13%) Degree
3 19 (5.07%) Computer Science Degree
4 9 (2.40%) Numerate Degree
5 1 (0.27%) CWAP
5 1 (0.27%) CWDP
5 1 (0.27%) CWNA
5 1 (0.27%) PMP
Quality Assurance & Compliance
1 31 (8.27%) QA
2 1 (0.27%) GCP
2 1 (0.27%) IFRS
2 1 (0.27%) IFRS 9
2 1 (0.27%) JTAG
System Software
1 18 (4.80%) Docker
2 10 (2.67%) VMware Infrastructure
3 7 (1.87%) VMware Workstation
4 4 (1.07%) Active Directory
4 4 (1.07%) Hyper-V
5 3 (0.80%) VMware ESXi
5 3 (0.80%) vSphere
6 2 (0.53%) Virtual Machines
Systems Management
1 33 (8.80%) Ansible
2 31 (8.27%) Puppet
3 21 (5.60%) Opscode Chef
4 18 (4.80%) Kubernetes
5 5 (1.33%) Docker Swarm
5 5 (1.33%) Prometheus
6 1 (0.27%) Grafana
6 1 (0.27%) Kibana
6 1 (0.27%) logstash
Vendors
1 25 (6.67%) Google
2 18 (4.80%) Cisco
2 18 (4.80%) HP
2 18 (4.80%) Juniper
3 12 (3.20%) Microsoft
4 10 (2.67%) VMware
5 9 (2.40%) Mapbox
6 7 (1.87%) Cloudera
6 7 (1.87%) Perforce
7 6 (1.60%) IBM
7 6 (1.60%) Splunk
8 3 (0.80%) Blue Prism
8 3 (0.80%) UiPath
9 2 (0.53%) Bloomberg
9 2 (0.53%) Oracle
10 1 (0.27%) Apple
10 1 (0.27%) Aruba
10 1 (0.27%) Atlassian
10 1 (0.27%) Cognos
10 1 (0.27%) Tableau