Period
to 21 February 2019

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 21 February 2019 with a comparison to the same period in the previous 2 years.

Artificial Intelligence (AI)
England > East of England
6 months to
21 Feb 2019
Same period 2018 Same period 2017
Rank 79 94 283
Rank change year-on-year +15 +189 +102
Permanent jobs citing Artificial Intelligence 323 388 80
As % of all permanent IT jobs advertised in the East of England 3.53% 3.10% 0.63%
As % of the Processes & Methodologies category 3.96% 3.41% 0.69%
Number of salaries quoted 194 333 73
East of England median annual salary £60,000 £57,500 £70,000
Median salary % change year-on-year +4.35% -17.86% +3.70%
10th Percentile £29,875 £30,000 £26,250
90th Percentile £83,750 £82,500 £77,500
England median annual salary £65,000 £60,000 £57,500
% change year-on-year +8.33% +4.35% +4.55%

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 8,166 11,375 11,513
As % of all permanent IT jobs advertised in the East of England 89.34% 91.02% 90.80%
Number of salaries quoted 6,167 9,228 9,361
East of England median annual salary £47,500 £49,500 £45,000
Median salary % change year-on-year -4.04% +10.00% -
10th Percentile £26,750 £27,500 £26,750
90th Percentile £72,500 £71,250 £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 21 February 2019.

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 21 February 2019. 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 +4 241 £60,000 +4.35% 57
Hertfordshire +11 34 £68,750 +19.57% 16
Bedfordshire +2 16 £67,500 +200.00% 1
Essex - 15 £35,000 - 6
Suffolk +21 9 £57,500 -4.17%
Norfolk - 8 £50,000 -
Artificial Intelligence
England

For the 6 months to 21 February 2019, 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.

1 252 (78.02%) Machine Learning
2 126 (39.01%) Python
3 106 (32.82%) Linux
4 105 (32.51%) Java
5 90 (27.86%) C++
6 77 (23.84%) Agile Software Development
6 77 (23.84%) Software Engineering
7 73 (22.60%) Mathematics
8 70 (21.67%) Computer Science
9 69 (21.36%) Degree
10 68 (21.05%) Amazon AWS
11 54 (16.72%) C#
11 54 (16.72%) Finance
12 52 (16.10%) Analytics
13 47 (14.55%) PhD
14 46 (14.24%) C
15 44 (13.62%) Algorithms
16 43 (13.31%) Big Data
17 39 (12.07%) Multithreading
17 39 (12.07%) Analytical Skills
18 33 (10.22%) Deep Learning
18 33 (10.22%) Reinforcement Learning
19 31 (9.60%) SQL
20 29 (8.98%) JavaScript
21 28 (8.67%) Natural Language Processing
22 27 (8.36%) Microsoft Azure
23 26 (8.05%) DevOps
24 25 (7.74%) Bayesian Methods
24 25 (7.74%) Project Management
25 24 (7.43%) Games

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 6 (1.86%) Elasticsearch
2 4 (1.24%) nginx
3 3 (0.93%) Apache Spark
3 3 (0.93%) Jupyter
4 2 (0.62%) MS Exchange
4 2 (0.62%) MS Project Server
4 2 (0.62%) SharePoint
5 1 (0.31%) JBoss
5 1 (0.31%) OpenStack
Applications
1 18 (5.57%) Microsoft PowerPoint
2 7 (2.17%) Chatbot
3 2 (0.62%) Microsoft Project
4 1 (0.31%) Houdini
4 1 (0.31%) InVision
4 1 (0.31%) MODO
4 1 (0.31%) Photoshop
4 1 (0.31%) RoboHelp
4 1 (0.31%) Weka
Business Applications
1 5 (1.55%) Dynamics AX
1 5 (1.55%) NetSuite
Cloud Services
1 68 (21.05%) Amazon AWS
2 27 (8.36%) Microsoft Azure
3 14 (4.33%) Cloud Computing
4 8 (2.48%) SaaS
5 7 (2.17%) Google Cloud Platform
6 6 (1.86%) AWS Lambda
6 6 (1.86%) Serverless
7 5 (1.55%) Office 365
8 3 (0.93%) Amazon S3
9 2 (0.62%) GitHub
10 1 (0.31%) npm
Communications & Networking
1 19 (5.88%) WebEx
2 14 (4.33%) Firewall
3 5 (1.55%) Converged Networks
3 5 (1.55%) Unified Communications
4 3 (0.93%) Internet
4 3 (0.93%) Intranet
5 1 (0.31%) DHCP
5 1 (0.31%) DNS
5 1 (0.31%) TCP/IP
5 1 (0.31%) Wi-Fi
5 1 (0.31%) Wireless
Database & Business Intelligence
1 43 (13.31%) Big Data
2 16 (4.95%) Blockchain
2 16 (4.95%) NoSQL
3 13 (4.02%) SQL Server
4 12 (3.72%) MySQL
5 10 (3.10%) Data Warehouse
5 10 (3.10%) SQL Server Integration Services
6 9 (2.79%) Hadoop
6 9 (2.79%) Relational Database
7 7 (2.17%) Apache Cassandra
7 7 (2.17%) Data Lake
8 6 (1.86%) RDBMS
9 5 (1.55%) Power BI
10 4 (1.24%) PostgreSQL
10 4 (1.24%) SQL Server 2012
10 4 (1.24%) SQL Server 2016
10 4 (1.24%) SQL Server Analysis Services
10 4 (1.24%) SQL Server Reporting Services
11 3 (0.93%) BusinessObjects
11 3 (0.93%) Data Mining
Development Applications
1 16 (4.95%) Git (software)
1 16 (4.95%) Jenkins
2 5 (1.55%) JIRA
2 5 (1.55%) Maven
3 3 (0.93%) CMake
3 3 (0.93%) Eclipse
3 3 (0.93%) JMeter
4 2 (0.62%) Selenium
4 2 (0.62%) SoapUI
5 1 (0.31%) Clang
5 1 (0.31%) Codeship
5 1 (0.31%) GCC
5 1 (0.31%) Gradle
5 1 (0.31%) JUnit
5 1 (0.31%) Protractor
5 1 (0.31%) TeamCity
5 1 (0.31%) Travis CI
5 1 (0.31%) WebDriver
5 1 (0.31%) webpack
General
1 54 (16.72%) Finance
2 24 (7.43%) Games
3 12 (3.72%) Pharmaceutical
3 12 (3.72%) Publishing
4 10 (3.10%) Marketing
5 8 (2.48%) Legal
6 7 (2.17%) Manufacturing
6 7 (2.17%) Retail
7 5 (1.55%) Banking
8 3 (0.93%) Electronics
8 3 (0.93%) Spanish Language
9 2 (0.62%) Automotive
9 2 (0.62%) Law
10 1 (0.31%) Social Science
10 1 (0.31%) Telecoms
Job Titles
1 94 (29.10%) Developer
2 54 (16.72%) Software Engineer
3 38 (11.76%) Analyst
4 33 (10.22%) Software Developer
5 31 (9.60%) Graduate
6 21 (6.50%) Python Engineer
7 19 (5.88%) C++ Developer
7 19 (5.88%) Developer/Software Engineer
7 19 (5.88%) Linux Engineer
7 19 (5.88%) Technical Trainer
7 19 (5.88%) Trainer
8 17 (5.26%) DevOps Engineer
8 17 (5.26%) Machine Learning Engineer
8 17 (5.26%) Python Developer
9 15 (4.64%) Machine Learning Analyst
10 12 (3.72%) Architect
11 11 (3.41%) Graduate Software Engineer
12 10 (3.10%) Linux Scripter
13 9 (2.79%) Data Scientist
13 9 (2.79%) Python Software Engineer
Libraries, Frameworks & Software Standards
1 28 (8.67%) Natural Language Processing
2 22 (6.81%) TensorFlow
3 20 (6.19%) CSS
4 19 (5.88%) HTML
5 18 (5.57%) .NET
6 16 (4.95%) STL
7 15 (4.64%) AngularJS
8 14 (4.33%) React
9 11 (3.41%) Node.js
10 8 (2.48%) REST
10 8 (2.48%) Vue.js
11 7 (2.17%) JSON
11 7 (2.17%) RESTful
11 7 (2.17%) SOAP
12 6 (1.86%) Akka
12 6 (1.86%) Django
12 6 (1.86%) Web Services
12 6 (1.86%) XML
13 4 (1.24%) OpenCV
13 4 (1.24%) scikit-learn
Miscellaneous
1 44 (13.62%) Algorithms
2 39 (12.07%) Analytical Skills
3 21 (6.50%) Smart City
4 20 (6.19%) Fintech
4 20 (6.19%) Robotics
5 14 (4.33%) Management Information System
6 12 (3.72%) Life Science
7 9 (2.79%) Pharmacovigilance
8 8 (2.48%) Enterprise Software
8 8 (2.48%) Linux Command Line
9 7 (2.17%) Analytical Mindset
9 7 (2.17%) Self-Motivation
10 5 (1.55%) Data Centre
10 5 (1.55%) Greenfield Project
10 5 (1.55%) Hybrid Cloud
10 5 (1.55%) Industry 4.0
10 5 (1.55%) Security Operations Centre
11 3 (0.93%) Data Structures
12 2 (0.62%) Internet of Things
12 2 (0.62%) User Experience
Operating Systems
1 106 (32.82%) Linux
2 6 (1.86%) Windows
3 4 (1.24%) Unix
4 3 (0.93%) Embedded Linux
4 3 (0.93%) Mac OS
5 2 (0.62%) CoreOS
5 2 (0.62%) Ubuntu
6 1 (0.31%) Android
Processes & Methodologies
1 252 (78.02%) Machine Learning
2 77 (23.84%) Agile Software Development
2 77 (23.84%) Software Engineering
3 73 (22.60%) Mathematics
4 70 (21.67%) Computer Science
5 52 (16.10%) Analytics
6 39 (12.07%) Multithreading
7 33 (10.22%) Deep Learning
7 33 (10.22%) Reinforcement Learning
8 26 (8.05%) DevOps
9 25 (7.74%) Bayesian Methods
9 25 (7.74%) Project Management
10 23 (7.12%) Distributed Algorithms
10 23 (7.12%) Physics
10 23 (7.12%) Problem-Solving
11 22 (6.81%) Decision-Making
12 21 (6.50%) Data Science
13 18 (5.57%) Data Analytics
14 17 (5.26%) Biology
14 17 (5.26%) Neural Network
Programming Languages
1 126 (39.01%) Python
2 105 (32.51%) Java
3 90 (27.86%) C++
4 54 (16.72%) C#
5 46 (14.24%) C
6 31 (9.60%) SQL
7 29 (8.98%) JavaScript
8 15 (4.64%) PHP
9 13 (4.02%) Bash Shell
10 12 (3.72%) Scala
11 8 (2.48%) Julia
11 8 (2.48%) R
12 7 (2.17%) VB.NET
12 7 (2.17%) VBA
13 6 (1.86%) Rust
14 5 (1.55%) Kotlin
15 3 (0.93%) PowerShell
15 3 (0.93%) T-SQL
15 3 (0.93%) TypeScript
16 2 (0.62%) Ruby
Qualifications
1 69 (21.36%) Degree
2 47 (14.55%) PhD
3 24 (7.43%) Computer Science Degree
4 17 (5.26%) MPhil
5 8 (2.48%) Numerate Degree
6 5 (1.55%) CISSP
6 5 (1.55%) GCIA
7 4 (1.24%) Microsoft Certification
8 3 (0.93%) DBS Check
9 2 (0.62%) Master's Degree
9 2 (0.62%) PMP
9 2 (0.62%) SC Cleared
9 2 (0.62%) Security Cleared
10 1 (0.31%) CCNA
10 1 (0.31%) CCNP
10 1 (0.31%) Cisco Certification
Quality Assurance & Compliance
1 23 (7.12%) QA
2 2 (0.62%) JTAG
System Software
1 19 (5.88%) Virtual Machines
2 18 (5.57%) Docker
3 2 (0.62%) Active Directory
Systems Management
1 22 (6.81%) Ansible
2 16 (4.95%) Puppet
3 14 (4.33%) Kubernetes
4 10 (3.10%) Opscode Chef
5 4 (1.24%) Docker Swarm
5 4 (1.24%) Prometheus
6 3 (0.93%) Terraform
Vendors
1 11 (3.41%) Microsoft
2 8 (2.48%) Cisco
2 8 (2.48%) Google
2 8 (2.48%) Oracle
3 7 (2.17%) Blue Prism
3 7 (2.17%) HP
3 7 (2.17%) Juniper
3 7 (2.17%) UiPath
4 6 (1.86%) Alteryx
4 6 (1.86%) Cloudera
4 6 (1.86%) IBM
5 5 (1.55%) JD Edwards
6 4 (1.24%) Splunk
7 1 (0.31%) Apple
7 1 (0.31%) Atlassian
7 1 (0.31%) Tableau