Period
to

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 22 May 2022 with a comparison to the same period in the previous 2 years.

Artificial Intelligence (AI)
England > East of England
6 months to
22 May 2022
Same period 2021 Same period 2020
Rank 60 59 98
Rank change year-on-year -1 +39 -13
Permanent jobs citing Artificial Intelligence 318 160 125
As % of all permanent jobs advertised in the East of England 4.74% 4.05% 2.88%
As % of the Processes & Methodologies category 5.07% 4.42% 3.16%
Number of salaries quoted 66 69 109
10th Percentile £36,781 £26,250 £37,500
25th Percentile £49,950 £32,500 £43,750
Median annual salary (50th Percentile) £60,000 £35,000 £55,000
Median % change year-on-year +71.43% -36.36% -8.33%
75th Percentile £81,250 £61,250 £72,500
90th Percentile £96,250 £72,500 £82,500
England median annual salary £70,000 £65,000 £68,000
% change year-on-year +7.69% -4.41% +4.62%

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 6,273 3,620 3,951
As % of all permanent IT jobs advertised in the East of England 93.45% 91.58% 90.89%
Number of salaries quoted 2,674 2,207 2,908
10th Percentile £28,500 £31,000 £28,750
25th Percentile £37,500 £37,500 £36,250
Median annual salary (50th Percentile) £50,000 £50,000 £47,500
Median % change year-on-year - +5.26% -
75th Percentile £66,000 £65,000 £62,500
90th Percentile £77,500 £80,000 £77,500
England median annual salary £60,000 £55,000 £55,000
% change year-on-year +9.09% - +4.76%

Artificial Intelligence
Job Vacancy Trend in the East of England

Job postings citing Artificial Intelligence as a proportion 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

3-month moving average salary quoted in 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

Salary distribution for jobs citing Artificial Intelligence in the East of England over the 6 months to 22 May 2022.

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 22 May 2022. 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
Jobs
Cambridgeshire +3 196 £60,000 +71.43% 35
Hertfordshire -31 58 £60,000 +4.35% 8
Essex +1 49 - -
Suffolk - 9 £65,000 - 2
Norfolk 0 5 £55,000 -
Bedfordshire -24 2 - - 1
Artificial Intelligence
England

For the 6 months to 22 May 2022, 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.

1 158 (49.69%) Agile
2 138 (43.40%) Degree
3 137 (43.08%) Machine Learning
4 136 (42.77%) Python
5 126 (39.62%) Data Science
6 112 (35.22%) Software Engineering
7 108 (33.96%) Computer Science
8 103 (32.39%) Social Skills
9 98 (30.82%) Analytics
10 96 (30.19%) AWS
11 93 (29.25%) DevOps
12 90 (28.30%) Java
13 83 (26.10%) Data Engineering
14 75 (23.58%) C++
15 70 (22.01%) Natural Language Processing
16 69 (21.70%) Risk Management
17 68 (21.38%) Inclusion and Diversity
18 67 (21.07%) C#
19 66 (20.75%) React
20 65 (20.44%) CSS
21 64 (20.13%) HTML
21 64 (20.13%) JavaScript
21 64 (20.13%) GCP
22 63 (19.81%) Pharmaceutical
23 62 (19.50%) AngularJS
24 60 (18.87%) Continuous Integration
25 59 (18.55%) Algorithms
26 58 (18.24%) Azure
27 56 (17.61%) CI/CD
28 55 (17.30%) Life Science

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 26 (8.18%) Apache Spark
2 14 (4.40%) Umbraco
3 10 (3.14%) OpenStack
4 8 (2.52%) CMS
4 8 (2.52%) Kentico
4 8 (2.52%) Sitecore CMS
5 4 (1.26%) Apache Airflow
6 3 (0.94%) Apache
7 1 (0.31%) Apache Solr
7 1 (0.31%) Confluence
7 1 (0.31%) Drupal
7 1 (0.31%) Elasticsearch
7 1 (0.31%) EPiServer
Applications
1 20 (6.29%) Microsoft Excel
2 5 (1.57%) Microsoft Project
3 2 (0.63%) Microsoft PowerPoint
3 2 (0.63%) Pipeline Pilot
Business Applications
1 1 (0.31%) Magento
1 1 (0.31%) SystmOne
Cloud Services
1 96 (30.19%) AWS
2 64 (20.13%) GCP
3 58 (18.24%) Azure
4 49 (15.41%) Serverless
5 12 (3.77%) SaaS
6 10 (3.14%) Power Platform
7 8 (2.52%) Azure Functions
7 8 (2.52%) Azure Machine Learning
8 6 (1.89%) Azure Logic Apps
9 5 (1.57%) Cloud Computing
10 3 (0.94%) AWS Lambda
11 2 (0.63%) Azure Data Factory
11 2 (0.63%) Azure Monitor
11 2 (0.63%) Azure Synapse Analytics
11 2 (0.63%) GitHub
11 2 (0.63%) Google App Engine
11 2 (0.63%) Google Compute Engine
12 1 (0.31%) Amazon S3
12 1 (0.31%) AWS Step Functions
12 1 (0.31%) Snowflake
Communications & Networking
1 10 (3.14%) Wireless
2 9 (2.83%) Software-Defined Radio
3 5 (1.57%) Ethernet
3 5 (1.57%) InfiniBand
3 5 (1.57%) Network Security
4 2 (0.63%) TCP/IP
5 1 (0.31%) DNS
5 1 (0.31%) Firewall
5 1 (0.31%) HTTP
5 1 (0.31%) VPN
Database & Business Intelligence
1 23 (7.23%) Big Data
2 20 (6.29%) Data Warehouse
3 15 (4.72%) Oracle ODI
3 15 (4.72%) Tableau
4 13 (4.09%) SQL Server
5 12 (3.77%) Metadata
6 6 (1.89%) MongoDB
7 5 (1.57%) NoSQL
8 4 (1.26%) Data Mining
8 4 (1.26%) PostgreSQL
9 3 (0.94%) Data Lake
10 2 (0.63%) KNIME
10 2 (0.63%) MySQL
10 2 (0.63%) OLAP
10 2 (0.63%) Power BI
10 2 (0.63%) Semantic Layer
11 1 (0.31%) Electronic Patient Records
11 1 (0.31%) Hadoop
11 1 (0.31%) Spotfire
11 1 (0.31%) Text Mining
Development Applications
1 47 (14.78%) JIRA
2 41 (12.89%) Jenkins
3 22 (6.92%) Git (software)
4 3 (0.94%) Moq
4 3 (0.94%) MSTest
4 3 (0.94%) NUnit
5 2 (0.63%) GitLab
5 2 (0.63%) Grunt
5 2 (0.63%) gulp
5 2 (0.63%) Visual Studio
5 2 (0.63%) webpack
6 1 (0.31%) Atlassian Bamboo
6 1 (0.31%) Cypress.io
6 1 (0.31%) git-flow
6 1 (0.31%) PhpStorm
6 1 (0.31%) Ranorex
6 1 (0.31%) Selenium
6 1 (0.31%) Subversion
6 1 (0.31%) Team Foundation Server
6 1 (0.31%) Visual Studio Team System
General
1 103 (32.39%) Social Skills
2 68 (21.38%) Inclusion and Diversity
3 63 (19.81%) Pharmaceutical
4 48 (15.09%) Finance
5 46 (14.47%) Law
6 39 (12.26%) Public Sector
7 32 (10.06%) Analytical Skills
8 31 (9.75%) Marketing
9 13 (4.09%) Aerospace
9 13 (4.09%) Manufacturing
10 11 (3.46%) Presentation Skills
11 10 (3.14%) Electronics
12 6 (1.89%) Influencing Skills
12 6 (1.89%) Wearables
13 4 (1.26%) Advertising
13 4 (1.26%) Legal
14 2 (0.63%) Publishing
15 1 (0.31%) Banking
15 1 (0.31%) Online Betting
15 1 (0.31%) Telecoms
Job Titles
1 48 (15.09%) Software Engineer
2 39 (12.26%) Architect
3 31 (9.75%) Solutions Architect
4 24 (7.55%) Principal Engineer
5 21 (6.60%) Analyst
6 20 (6.29%) Project Manager
7 18 (5.66%) Digital Analyst
7 18 (5.66%) Digital Marketing Analyst
7 18 (5.66%) Financial Analyst
7 18 (5.66%) Marketing Analyst
8 17 (5.35%) Data Manager
8 17 (5.35%) Developer
8 17 (5.35%) Research Scientist
9 16 (5.03%) Senior Architect
9 16 (5.03%) Senior Solutions Architect
10 15 (4.72%) Data Engineer
11 14 (4.40%) Computer Scientist
11 14 (4.40%) Computer Vision Scientist
11 14 (4.40%) Machine Learning Scientist
11 14 (4.40%) Senior Computer Scientist
Libraries, Frameworks & Software Standards
1 66 (20.75%) React
2 65 (20.44%) CSS
3 64 (20.13%) HTML
4 62 (19.50%) AngularJS
5 43 (13.52%) Vue.js
6 41 (12.89%) HTML5
6 41 (12.89%) WPF
7 40 (12.58%) .NET
7 40 (12.58%) CSS3
7 40 (12.58%) WinForms
8 22 (6.92%) PyTorch
9 20 (6.29%) Kafka
9 20 (6.29%) TensorFlow
10 17 (5.35%) Sass
11 16 (5.03%) scikit-learn
12 14 (4.40%) Semantic HTML
13 13 (4.09%) .NET Core
14 11 (3.46%) Node.js
15 9 (2.83%) JSP
15 9 (2.83%) LINQ
Miscellaneous
1 59 (18.55%) Algorithms
2 55 (17.30%) Life Science
3 48 (15.09%) Data Structures
4 27 (8.49%) Social Media
5 24 (7.55%) Cloud Native
6 23 (7.23%) Cyber Defence
6 23 (7.23%) Cyberattack
7 16 (5.03%) Public Cloud
8 14 (4.40%) Acoustics
8 14 (4.40%) Cybercrime
9 12 (3.77%) IoT
10 10 (3.14%) Data Centre
10 10 (3.14%) Private Cloud
10 10 (3.14%) Taxonomies
11 9 (2.83%) FPGA
11 9 (2.83%) User Experience
11 9 (2.83%) VHDL
12 8 (2.52%) Marketing Technology
12 8 (2.52%) Robotics
13 7 (2.20%) Renewable Energy
Operating Systems
1 12 (3.77%) Linux
2 7 (2.20%) Windows
3 3 (0.94%) Android
4 1 (0.31%) Apple iOS
4 1 (0.31%) Mac OS
4 1 (0.31%) Unix
4 1 (0.31%) Windows 10
Processes & Methodologies
1 158 (49.69%) Agile
2 137 (43.08%) Machine Learning
3 126 (39.62%) Data Science
4 112 (35.22%) Software Engineering
5 108 (33.96%) Computer Science
6 98 (30.82%) Analytics
7 93 (29.25%) DevOps
8 83 (26.10%) Data Engineering
9 70 (22.01%) Natural Language Processing
10 69 (21.70%) Risk Management
11 60 (18.87%) Continuous Integration
12 56 (17.61%) CI/CD
13 53 (16.67%) Project Management
14 48 (15.09%) Full Stack Development
15 46 (14.47%) Business Case
15 46 (14.47%) TDD
16 44 (13.84%) Mentoring
16 44 (13.84%) Workflow
17 42 (13.21%) Software Testing
18 41 (12.89%) Mathematics
Programming Languages
1 136 (42.77%) Python
2 90 (28.30%) Java
3 75 (23.58%) C++
4 67 (21.07%) C#
5 64 (20.13%) JavaScript
6 54 (16.98%) C
7 40 (12.58%) Objective-C
8 26 (8.18%) SQL
9 21 (6.60%) R
10 17 (5.35%) MATLAB
11 15 (4.72%) Shell Script
12 9 (2.83%) Go
13 7 (2.20%) TypeScript
14 6 (1.89%) SHACL
14 6 (1.89%) SPARQL
15 5 (1.57%) T-SQL
16 4 (1.26%) Ada
17 3 (0.94%) Rust
18 2 (0.63%) Kotlin
18 2 (0.63%) PL/SQL
Qualifications
1 138 (43.40%) Degree
2 51 (16.04%) PhD
3 47 (14.78%) Computer Science Degree
4 22 (6.92%) SC Cleared
4 22 (6.92%) Security Cleared
5 13 (4.09%) DV Cleared
6 9 (2.83%) Master's Degree
7 8 (2.52%) Microsoft Certification
7 8 (2.52%) TOGAF Certification
8 1 (0.31%) AWS Certification
8 1 (0.31%) MBA
8 1 (0.31%) Numerate Degree
8 1 (0.31%) Postgraduate
Quality Assurance & Compliance
1 48 (15.09%) Accessibility
2 29 (9.12%) GxP
3 3 (0.94%) Data Quality
3 3 (0.94%) QA
4 1 (0.31%) COBIT
4 1 (0.31%) DICOM
4 1 (0.31%) IEC 62304
4 1 (0.31%) ISO 13485
4 1 (0.31%) ISO 14001
4 1 (0.31%) ISO 9001
4 1 (0.31%) ISO/IEC 27001
System Software
1 25 (7.86%) Docker
2 10 (3.14%) Slurm Workload Manager
3 2 (0.63%) NFS
4 1 (0.31%) Virtual Machines
4 1 (0.31%) VMware Infrastructure
Systems Management
1 39 (12.26%) Kubernetes
2 5 (1.57%) Ansible
2 5 (1.57%) Terraform
3 1 (0.31%) Grafana
3 1 (0.31%) Kibana
3 1 (0.31%) Kustomize
Vendors
1 28 (8.81%) Facebook
2 23 (7.23%) MuleSoft
3 15 (4.72%) Oracle
4 13 (4.09%) Twitter
5 10 (3.14%) Microsoft
6 9 (2.83%) Google
6 9 (2.83%) Salesforce.com
6 9 (2.83%) Sitecore
7 8 (2.52%) Adobe
7 8 (2.52%) Optimizely
8 6 (1.89%) YouTube
9 4 (1.26%) Databricks
10 1 (0.31%) Cerner
10 1 (0.31%) SAP
10 1 (0.31%) VMware
10 1 (0.31%) Xamarin