Period
to

The following table provides summary statistics for permanent job vacancies advertised in Yorkshire 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 25 June 2022 with a comparison to the same period in the previous 2 years.

Artificial Intelligence (AI)
England > Yorkshire
6 months to
25 Jun 2022
Same period 2021 Same period 2020
Rank 105 188 146
Rank change year-on-year +83 -42 +70
Permanent jobs citing Artificial Intelligence 219 44 49
As % of all permanent jobs advertised in Yorkshire 2.88% 0.77% 1.20%
As % of the Processes & Methodologies category 3.08% 0.82% 1.30%
Number of salaries quoted 124 33 40
10th Percentile £40,404 £32,100 £45,375
25th Percentile £42,500 £43,750 £46,250
Median annual salary (50th Percentile) £55,000 £55,000 £52,500
Median % change year-on-year - +4.76% +7.14%
75th Percentile £67,813 £71,250 £63,750
90th Percentile £72,500 £75,000 £70,000
England median annual salary £70,000 £65,000 £67,500
% change year-on-year +7.69% -3.70% +3.85%

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 Yorkshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Yorkshire
Permanent vacancies with a requirement for process or methodology skills 7,100 5,374 3,781
As % of all permanent IT jobs advertised in Yorkshire 93.35% 94.12% 92.35%
Number of salaries quoted 4,347 4,238 3,234
10th Percentile £30,000 £29,750 £28,500
25th Percentile £40,000 £37,280 £35,000
Median annual salary (50th Percentile) £52,500 £47,500 £46,500
Median % change year-on-year +10.53% +2.15% +9.41%
75th Percentile £67,500 £62,500 £57,500
90th Percentile £81,250 £71,250 £68,750
England median annual salary £60,000 £56,000 £55,000
% change year-on-year +7.14% +1.82% +4.76%

Artificial Intelligence
Job Vacancy Trend in Yorkshire

Job postings citing Artificial Intelligence as a proportion of all IT jobs advertised in Yorkshire.

Job vacancy trend for Artificial Intelligence in Yorkshire

Artificial Intelligence
Salary Trend in Yorkshire

3-month moving average salary quoted in jobs citing Artificial Intelligence in Yorkshire.

Salary trend for Artificial Intelligence in Yorkshire

Artificial Intelligence
Salary Histogram in Yorkshire

Salary distribution for jobs citing Artificial Intelligence in Yorkshire over the 6 months to 25 June 2022.

Salary histogram for Artificial Intelligence in Yorkshire

Artificial Intelligence
Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Artificial Intelligence within the Yorkshire region over the 6 months to 25 June 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
West Yorkshire +86 188 £55,000 +5.77% 4
South Yorkshire +10 14 £50,000 +5.26% 2
North Yorkshire -18 13 £60,000 -12.73% 1
East Yorkshire - 4 - -
Artificial Intelligence
England

For the 6 months to 25 June 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 Yorkshire region with a requirement for Artificial Intelligence.

1 147 (67.12%) Agile
2 97 (44.29%) Software Engineering
2 97 (44.29%) Inclusion and Diversity
3 92 (42.01%) Games
3 92 (42.01%) Broadband
4 90 (41.10%) JavaScript
5 68 (31.05%) Self-Motivation
6 58 (26.48%) Machine Learning
7 57 (26.03%) Azure
7 57 (26.03%) Degree
8 56 (25.57%) Android
9 55 (25.11%) Java
10 53 (24.20%) Apple iOS
11 52 (23.74%) Social Media
12 51 (23.29%) Python
13 49 (22.37%) AWS
14 46 (21.00%) CI/CD
15 43 (19.63%) Test Automation
16 42 (19.18%) Android Development
17 39 (17.81%) Kotlin
17 39 (17.81%) GraphQL
18 37 (16.89%) Scrum
19 36 (16.44%) TDD
20 35 (15.98%) Mathematics
20 35 (15.98%) SQL Server
20 35 (15.98%) Microservices
20 35 (15.98%) Problem-Solving
21 34 (15.53%) .NET
22 32 (14.61%) React
22 32 (14.61%) iOS Development

Artificial Intelligence
Co-occurring IT Skills in Yorkshire 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 (10.96%) Umbraco
2 18 (8.22%) Cloud Foundry
3 4 (1.83%) CMS
3 4 (1.83%) WordPress
4 3 (1.37%) Apache Spark
4 3 (1.37%) Confluence
5 2 (0.91%) Elasticsearch
6 1 (0.46%) Jupyter
Applications
1 1 (0.46%) AutoCAD
1 1 (0.46%) MS Visio
Cloud Services
1 57 (26.03%) Azure
2 49 (22.37%) AWS
3 28 (12.79%) GCP
4 17 (7.76%) Heroku
5 9 (4.11%) Firebase
6 6 (2.74%) PaaS
7 5 (2.28%) IaaS
8 4 (1.83%) SaaS
8 4 (1.83%) Serverless
9 3 (1.37%) Power Platform
10 2 (0.91%) Amazon SageMaker
10 2 (0.91%) Azure Cosmos DB
10 2 (0.91%) Matillion
10 2 (0.91%) Snowflake
11 1 (0.46%) AWS Lambda
11 1 (0.46%) Azure Data Factory
11 1 (0.46%) Azure ExpressRoute
11 1 (0.46%) Azure Stack
11 1 (0.46%) Dynamics 365
11 1 (0.46%) GitHub
Communications & Networking
1 92 (42.01%) Broadband
2 27 (12.33%) 5G
3 2 (0.91%) Firewall
4 1 (0.46%) MQTT
Database & Business Intelligence
1 35 (15.98%) SQL Server
2 14 (6.39%) SQL Server Integration Services
3 8 (3.65%) Big Data
4 4 (1.83%) Data Lake
4 4 (1.83%) Data Warehouse
5 2 (0.91%) Azure SQL Database
5 2 (0.91%) GIS
5 2 (0.91%) Power BI
5 2 (0.91%) Relational Database
5 2 (0.91%) SQL Server Analysis Services
5 2 (0.91%) Star Schema
6 1 (0.46%) Amazon Athena
6 1 (0.46%) Amazon Redshift
6 1 (0.46%) Data Mining
6 1 (0.46%) Metadata
6 1 (0.46%) MongoDB
6 1 (0.46%) QGIS
6 1 (0.46%) Spatial Data
6 1 (0.46%) SQL Server Reporting Services
6 1 (0.46%) Tableau
Development Applications
1 19 (8.68%) Jenkins
2 15 (6.85%) TestCafe
3 14 (6.39%) CircleCI
4 9 (4.11%) Git (software)
5 7 (3.20%) Postman
6 5 (2.28%) Crashlytics
6 5 (2.28%) Gradle
6 5 (2.28%) JIRA
7 4 (1.83%) Cypress.io
7 4 (1.83%) FitNesse
7 4 (1.83%) PostCSS
7 4 (1.83%) Selenium
7 4 (1.83%) Visual Studio
7 4 (1.83%) Visual Studio Code
7 4 (1.83%) Visual Studio Team System
8 3 (1.37%) GitLab
8 3 (1.37%) Storybook
9 2 (0.91%) Bitbucket
10 1 (0.46%) JUnit
10 1 (0.46%) SQL Server Management Studio (SSMS)
General
1 97 (44.29%) Inclusion and Diversity
2 92 (42.01%) Games
3 32 (14.61%) Social Skills
4 20 (9.13%) Analytical Skills
5 17 (7.76%) Finance
6 14 (6.39%) Banking
7 13 (5.94%) Retail
8 11 (5.02%) Telecoms
9 6 (2.74%) Marketing
10 3 (1.37%) Presentation Skills
11 2 (0.91%) Electronics
11 2 (0.91%) Manufacturing
11 2 (0.91%) Social Science
12 1 (0.46%) Billing
12 1 (0.46%) Law
12 1 (0.46%) Legal
12 1 (0.46%) Public Sector
Job Titles
1 83 (37.90%) Developer
2 46 (21.00%) Graduate
3 26 (11.87%) Software Engineer
4 24 (10.96%) Senior Developer
5 22 (10.05%) Software Developer
6 21 (9.59%) Automation Tester
6 21 (9.59%) Tester
7 15 (6.85%) Android Developer
8 14 (6.39%) React Developer
9 13 (5.94%) Architect
10 11 (5.02%) Solutions Architect
11 9 (4.11%) Lead Developer
12 8 (3.65%) Data Scientist
12 8 (3.65%) Senior Android Developer
12 8 (3.65%) Technical Engineer
13 7 (3.20%) Graduate Developer
13 7 (3.20%) Graduate Software Developer
13 7 (3.20%) Graduate Technical Engineer
13 7 (3.20%) Senior Automation Tester
13 7 (3.20%) Senior Tester
Libraries, Frameworks & Software Standards
1 39 (17.81%) GraphQL
2 34 (15.53%) .NET
3 32 (14.61%) React
4 29 (13.24%) CSS
5 28 (12.79%) HTML
6 25 (11.42%) AngularJS
7 24 (10.96%) Sass
8 21 (9.59%) Semantic HTML
9 18 (8.22%) RESTful
10 14 (6.39%) React Native
11 10 (4.57%) Android SDK
12 6 (2.74%) .NET Core
12 6 (2.74%) HTML5
12 6 (2.74%) Node.js
13 4 (1.83%) .NET Framework
13 4 (1.83%) Entity Framework
13 4 (1.83%) JSON
13 4 (1.83%) Vue.js
14 3 (1.37%) Pandas
14 3 (1.37%) XML
Miscellaneous
1 68 (31.05%) Self-Motivation
2 52 (23.74%) Social Media
3 23 (10.50%) Mobile App
4 20 (9.13%) Video\Live Streaming
5 17 (7.76%) Greenfield Project
6 12 (5.48%) NHS
7 11 (5.02%) Life Science
8 9 (4.11%) Algorithms
8 9 (4.11%) Data Structures
9 8 (3.65%) Data Centre
9 8 (3.65%) IoT
9 8 (3.65%) Legacy Systems
10 5 (2.28%) Cyber Defence
11 4 (1.83%) Low-Code
12 3 (1.37%) Blockchain
13 2 (0.91%) 3D Graphics
13 2 (0.91%) Robotics
14 1 (0.46%) Enterprise Software
14 1 (0.46%) Hybrid Cloud
14 1 (0.46%) Private Cloud
Operating Systems
1 56 (25.57%) Android
2 53 (24.20%) Apple iOS
3 10 (4.57%) Windows
4 7 (3.20%) Windows Server
5 4 (1.83%) Linux
6 2 (0.91%) Unix
Processes & Methodologies
1 147 (67.12%) Agile
2 97 (44.29%) Software Engineering
3 58 (26.48%) Machine Learning
4 46 (21.00%) CI/CD
5 43 (19.63%) Test Automation
6 42 (19.18%) Android Development
7 37 (16.89%) Scrum
8 36 (16.44%) TDD
9 35 (15.98%) Mathematics
9 35 (15.98%) Microservices
9 35 (15.98%) Problem-Solving
10 32 (14.61%) iOS Development
11 31 (14.16%) Coaching
12 30 (13.70%) Cybersecurity
13 29 (13.24%) CRM
13 29 (13.24%) IT Strategy
13 29 (13.24%) Observability
14 27 (12.33%) Continuous Integration
15 25 (11.42%) Continuous Delivery
16 23 (10.50%) Computer Science
Programming Languages
1 90 (41.10%) JavaScript
2 55 (25.11%) Java
3 51 (23.29%) Python
4 39 (17.81%) Kotlin
5 24 (10.96%) Apple Swift
6 21 (9.59%) SQL
6 21 (9.59%) TypeScript
7 19 (8.68%) PHP
8 14 (6.39%) C#
9 13 (5.94%) C
10 5 (2.28%) PL/SQL
10 5 (2.28%) R
10 5 (2.28%) Ruby
11 4 (1.83%) C++
12 3 (1.37%) Go
13 2 (0.91%) Objective-C
13 2 (0.91%) T-SQL
14 1 (0.46%) Data Analysis Expressions (DAX)
14 1 (0.46%) PowerShell
14 1 (0.46%) VB
Qualifications
1 57 (26.03%) Degree
2 4 (1.83%) ITIL Foundation Certificate
3 3 (1.37%) Computer Science Degree
Quality Assurance & Compliance
1 23 (10.50%) Accessibility
2 11 (5.02%) QA
3 9 (4.11%) Data Quality
4 4 (1.83%) WAI
4 4 (1.83%) WCAG
System Software
1 1 (0.46%) Docker
1 1 (0.46%) Virtual Desktop
1 1 (0.46%) vSphere
Systems Management
1 7 (3.20%) Kubernetes
2 2 (0.91%) Ansible
2 2 (0.91%) Terraform
Vendors
1 12 (5.48%) Alteryx
2 11 (5.02%) Informatica
2 11 (5.02%) Microsoft
3 7 (3.20%) Apple
4 6 (2.74%) Google
5 5 (2.28%) Twitter
6 2 (0.91%) Databricks
7 1 (0.46%) Cadence
7 1 (0.46%) Oracle
7 1 (0.46%) SAP
7 1 (0.46%) SnapLogic
7 1 (0.46%) Zend