Period
to 14 November 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 14 November 2018 with a comparison to the same period in the previous 2 years.

Artificial Intelligence (AI)
England > East of England
6 months to
14 Nov 2018
Same period 2017 Same period 2016
Rank 84 119 323
Rank change year-on-year +35 +204 +56
Permanent jobs citing Artificial Intelligence 339 332 44
As % of all permanent IT jobs advertised in the East of England 3.31% 2.74% 0.33%
As % of the Processes & Methodologies category 3.68% 3.04% 0.37%
Number of salaries quoted 250 270 45
East of England median annual salary £60,000 £60,000 £65,000
Median salary % change year-on-year - -7.69% +18.18%
10th Percentile £26,250 £30,000 £21,250
90th Percentile £80,175 £85,000 £77,500
England median annual salary £62,500 £60,000 £55,000
% change year-on-year +4.17% +9.09% +4.76%

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 9,216 10,923 11,965
As % of all permanent IT jobs advertised in the East of England 89.95% 90.17% 90.10%
Number of salaries quoted 6,919 8,884 9,859
East of England median annual salary £47,500 £46,000 £45,000
Median salary % change year-on-year +3.26% +2.22% -
10th Percentile £26,250 £27,250 £26,250
90th Percentile £72,500 £70,000 £70,000
England median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +5.26%

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 14 November 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 14 November 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 +15 240 £57,500 -8.00% 63
Hertfordshire +41 63 £62,500 +8.70% 9
Essex +16 16 £32,500 -39.53% 3
Bedfordshire +9 16 £67,500 +200.00% 1
Norfolk - 4 - -
Artificial Intelligence
England

For the 6 months to 14 November 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.

1 232 (68.44%) Machine Learning
2 141 (41.59%) Java
3 134 (39.53%) Python
4 125 (36.87%) Linux
5 120 (35.40%) C++
6 98 (28.91%) Agile Software Development
7 83 (24.48%) PhD
8 79 (23.30%) Software Engineering
9 77 (22.71%) Amazon AWS
10 76 (22.42%) Mathematics
11 71 (20.94%) C
12 70 (20.65%) C#
13 68 (20.06%) Big Data
14 59 (17.40%) Algorithms
14 59 (17.40%) Reinforcement Learning
15 57 (16.81%) Deep Learning
16 54 (15.93%) Robotics
17 53 (15.63%) Degree
18 52 (15.34%) Multithreading
19 51 (15.04%) Finance
19 51 (15.04%) Natural Language Processing
20 47 (13.86%) Bayesian Methods
21 46 (13.57%) DevOps
22 45 (13.27%) Computer Science
23 43 (12.68%) TensorFlow
24 40 (11.80%) Distributed Algorithms
25 37 (10.91%) MPhil
26 36 (10.62%) Probabilistic Modelling
26 36 (10.62%) Computational Linguistics
26 36 (10.62%) Computational Biology

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 9 (2.65%) Apache Spark
2 6 (1.77%) Elasticsearch
3 5 (1.47%) Apache
3 5 (1.47%) OpenStack
4 4 (1.18%) nginx
5 2 (0.59%) MS Exchange
5 2 (0.59%) SharePoint
5 2 (0.59%) Tomcat
6 1 (0.29%) MS Project Server
6 1 (0.29%) SAS
Applications
1 16 (4.72%) Microsoft PowerPoint
2 8 (2.36%) RoboHelp
3 7 (2.06%) Chatbot
4 2 (0.59%) Microsoft Project
5 1 (0.29%) InVision
5 1 (0.29%) Photoshop
Business Applications
1 2 (0.59%) Dynamics AX
1 2 (0.59%) Dynamics CRM
1 2 (0.59%) Dynamics NAV
Cloud Services
1 77 (22.71%) Amazon AWS
2 29 (8.55%) Microsoft Azure
3 16 (4.72%) Cloud Computing
4 12 (3.54%) Google Cloud Platform
5 3 (0.88%) Office 365
6 2 (0.59%) Amazon EC2
6 2 (0.59%) AWS Lambda
6 2 (0.59%) Dynamics 365
6 2 (0.59%) Serverless
7 1 (0.29%) Slack
Communications & Networking
1 24 (7.08%) WebEx
2 5 (1.47%) Firewall
3 4 (1.18%) Internet
4 2 (0.59%) Skype
4 2 (0.59%) Wi-Fi
5 1 (0.29%) 802.11
5 1 (0.29%) DHCP
5 1 (0.29%) DNS
5 1 (0.29%) RFID
5 1 (0.29%) SMS
5 1 (0.29%) TCP/IP
Database & Business Intelligence
1 68 (20.06%) Big Data
2 24 (7.08%) NoSQL
3 16 (4.72%) Apache Cassandra
3 16 (4.72%) Hadoop
4 12 (3.54%) Blockchain
5 9 (2.65%) MySQL
6 7 (2.06%) SQL Server
7 4 (1.18%) PostgreSQL
7 4 (1.18%) Relational Database
8 3 (0.88%) Neo4j
9 2 (0.59%) Amazon DynamoDB
9 2 (0.59%) Data Lake
9 2 (0.59%) GIS
10 1 (0.29%) BigQuery
10 1 (0.29%) Data Mining
10 1 (0.29%) HDInsight
Development Applications
1 34 (10.03%) Git (software)
2 18 (5.31%) Jenkins
3 12 (3.54%) JMeter
4 10 (2.95%) JIRA
5 9 (2.65%) SoapUI
6 7 (2.06%) Selenium
7 5 (1.47%) Maven
8 3 (0.88%) TeamCity
9 2 (0.59%) CMake
9 2 (0.59%) Codeship
9 2 (0.59%) Eclipse
9 2 (0.59%) GitLab
9 2 (0.59%) JUnit
9 2 (0.59%) Sonatype Nexus
10 1 (0.29%) Clang
10 1 (0.29%) GCC
10 1 (0.29%) Octopus Deploy
10 1 (0.29%) Protractor
10 1 (0.29%) Travis CI
10 1 (0.29%) WebDriver
General
1 51 (15.04%) Finance
2 31 (9.14%) Games
3 17 (5.01%) Retail
4 15 (4.42%) Publishing
5 11 (3.24%) Marketing
6 5 (1.47%) Law
7 4 (1.18%) Telecoms
8 3 (0.88%) Manufacturing
9 2 (0.59%) Aerospace
10 1 (0.29%) Advertising
10 1 (0.29%) Automotive
10 1 (0.29%) Electronics
Job Titles
1 87 (25.66%) Developer
2 55 (16.22%) Software Engineer
3 34 (10.03%) Graduate
4 33 (9.73%) Linux Engineer
4 33 (9.73%) Machine Learning Engineer
5 27 (7.96%) Software Developer
6 24 (7.08%) Technical Trainer
6 24 (7.08%) Trainer
7 22 (6.49%) Research Engineer
8 20 (5.90%) Developer/Software Engineer
8 20 (5.90%) Python Engineer
9 19 (5.60%) DevOps Engineer
10 17 (5.01%) C++ Developer
10 17 (5.01%) Python Developer
10 17 (5.01%) Team Leader
11 15 (4.42%) Cloud Engineer
12 14 (4.13%) Analyst
12 14 (4.13%) C++ Software Engineer
12 14 (4.13%) Integration Engineer
13 13 (3.83%) Front End Developer (Client-Side Developer)
Libraries, Frameworks & Software Standards
1 51 (15.04%) Natural Language Processing
2 43 (12.68%) TensorFlow
3 30 (8.85%) HTML
4 27 (7.96%) CSS
5 26 (7.67%) AngularJS
6 23 (6.78%) .NET
7 20 (5.90%) Web Services
8 19 (5.60%) React
9 16 (4.72%) Akka
10 14 (4.13%) HTML5
11 13 (3.83%) RESTful
11 13 (3.83%) SOAP
11 13 (3.83%) STL
12 11 (3.24%) CSS3
13 8 (2.36%) Keras
13 8 (2.36%) REST
14 7 (2.06%) Caffe
14 7 (2.06%) Django
14 7 (2.06%) OpenCV
15 5 (1.47%) Kafka
Miscellaneous
1 59 (17.40%) Algorithms
2 54 (15.93%) Robotics
3 45 (13.27%) Computer Science
4 28 (8.26%) Fintech
5 26 (7.67%) Smart City
6 16 (4.72%) Analytical Skills
7 14 (4.13%) Greenfield Project
8 13 (3.83%) User Experience
9 9 (2.65%) Enterprise Software
9 9 (2.65%) Grid Computing
10 7 (2.06%) Linux Command Line
11 5 (1.47%) Mobile App
12 4 (1.18%) Analytical Mindset
12 4 (1.18%) Self-Motivation
13 2 (0.59%) Cyberattack
13 2 (0.59%) Cybercrime
13 2 (0.59%) Internet of Things
13 2 (0.59%) Private Cloud
13 2 (0.59%) Security Operations Centre
14 1 (0.29%) Credit Risk
Operating Systems
1 125 (36.87%) Linux
2 10 (2.95%) Unix
3 6 (1.77%) Windows
4 5 (1.47%) Embedded Linux
5 3 (0.88%) Mac OS
5 3 (0.88%) Robot Operating System
6 2 (0.59%) Android
6 2 (0.59%) CoreOS
6 2 (0.59%) Ubuntu
Processes & Methodologies
1 232 (68.44%) Machine Learning
2 98 (28.91%) Agile Software Development
3 79 (23.30%) Software Engineering
4 76 (22.42%) Mathematics
5 59 (17.40%) Reinforcement Learning
6 57 (16.81%) Deep Learning
7 52 (15.34%) Multithreading
8 47 (13.86%) Bayesian Methods
9 46 (13.57%) DevOps
10 40 (11.80%) Distributed Algorithms
11 36 (10.62%) Biology
11 36 (10.62%) Computational Biology
11 36 (10.62%) Computational Linguistics
11 36 (10.62%) Probabilistic Modelling
12 33 (9.73%) Decision-Making
13 30 (8.85%) Markov Model
13 30 (8.85%) Physics
14 29 (8.55%) Scrum
15 26 (7.67%) Analytics
16 22 (6.49%) Mentoring
Programming Languages
1 141 (41.59%) Java
2 134 (39.53%) Python
3 120 (35.40%) C++
4 71 (20.94%) C
5 70 (20.65%) C#
6 34 (10.03%) JavaScript
7 19 (5.60%) Scala
8 14 (4.13%) SQL
9 12 (3.54%) PHP
10 11 (3.24%) Bash Shell
11 8 (2.36%) Julia
12 7 (2.06%) VB.NET
12 7 (2.06%) VBA
13 5 (1.47%) MATLAB
14 4 (1.18%) Kotlin
14 4 (1.18%) PowerShell
14 4 (1.18%) R
14 4 (1.18%) TypeScript
15 3 (0.88%) Rust
16 2 (0.59%) Ruby
Qualifications
1 83 (24.48%) PhD
2 53 (15.63%) Degree
3 37 (10.91%) MPhil
4 20 (5.90%) Computer Science Degree
5 9 (2.65%) Numerate Degree
6 2 (0.59%) CISSP
6 2 (0.59%) GCIA
6 2 (0.59%) SC Cleared
6 2 (0.59%) Security Cleared
7 1 (0.29%) CCNA
7 1 (0.29%) CCNP
7 1 (0.29%) Cisco Certification
7 1 (0.29%) CWAP
7 1 (0.29%) CWDP
7 1 (0.29%) CWNA
7 1 (0.29%) PMP
Quality Assurance & Compliance
1 31 (9.14%) QA
2 1 (0.29%) IFRS
2 1 (0.29%) IFRS 9
2 1 (0.29%) JTAG
System Software
1 22 (6.49%) Docker
2 13 (3.83%) Virtual Machines
3 3 (0.88%) Active Directory
3 3 (0.88%) VMware ESXi
3 3 (0.88%) VMware Infrastructure
3 3 (0.88%) vSphere
4 1 (0.29%) Hyper-V
Systems Management
1 32 (9.44%) Ansible
2 30 (8.85%) Puppet
3 18 (5.31%) Opscode Chef
4 16 (4.72%) Kubernetes
5 6 (1.77%) Docker Swarm
5 6 (1.77%) Prometheus
6 2 (0.59%) Terraform
7 1 (0.29%) Grafana
Vendors
1 14 (4.13%) Cisco
1 14 (4.13%) Google
2 13 (3.83%) HP
2 13 (3.83%) Juniper
2 13 (3.83%) Microsoft
3 8 (2.36%) Cloudera
3 8 (2.36%) IBM
4 7 (2.06%) Blue Prism
4 7 (2.06%) UiPath
5 6 (1.77%) Splunk
6 5 (1.47%) Oracle
7 3 (0.88%) VMware
8 1 (0.29%) Apple
8 1 (0.29%) Aruba
8 1 (0.29%) Atlassian