Period
to 17 February 2019

The following table provides summary statistics for permanent job vacancies advertised in Cheshire 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 17 February 2019 with a comparison to the same period in the previous 2 years.

Artificial Intelligence (AI)
North West > Cheshire
6 months to
17 Feb 2019
Same period 2018 Same period 2017
Rank 128 158 138
Rank change year-on-year +30 -20 +20
Permanent jobs citing Artificial Intelligence 14 31 9
As % of all permanent IT jobs advertised in Cheshire 0.68% 0.92% 0.42%
As % of the Processes & Methodologies category 0.73% 1.00% 0.46%
Number of salaries quoted 9 28 9
Cheshire median annual salary £40,000 £52,500 £52,500
Median salary % change year-on-year -23.81% - +31.75%
10th Percentile £30,500 £34,250 £39,500
90th Percentile £60,000 £65,250 £60,000
North West median annual salary £50,000 £50,000 £53,750
% change year-on-year - -6.98% +34.88%

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 Cheshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Cheshire
Permanent vacancies with a requirement for process or methodology skills 1,930 3,091 1,947
As % of all permanent IT jobs advertised in Cheshire 93.46% 91.88% 90.14%
Number of salaries quoted 1,444 2,287 1,584
Cheshire median annual salary £45,000 £45,000 £40,000
Median salary % change year-on-year - +12.50% -
10th Percentile £26,325 £27,500 £23,325
90th Percentile £70,000 £66,250 £62,500
North West median annual salary £45,000 £45,000 £40,000
% change year-on-year - +12.50% -

Artificial Intelligence
Job Vacancy Trend in Cheshire

Job postings citing Artificial Intelligence as a percentage of all IT jobs advertised in Cheshire.

Job vacancy trend for Artificial Intelligence in Cheshire

Artificial Intelligence
Salary Trend in Cheshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Artificial Intelligence in Cheshire.

Salary trend for Artificial Intelligence in Cheshire

Artificial Intelligence
Salary Histogram in Cheshire

The salary distribution of IT jobs citing Artificial Intelligence in Cheshire over the 6 months to 17 February 2019.

Salary histogram for Artificial Intelligence in Cheshire

Artificial Intelligence
Job Locations in Cheshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Artificial Intelligence within the Cheshire region over the 6 months to 17 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
Knutsford +34 4 £37,000 -
Macclesfield +11 1 - - 1
Warrington -1 1 - - 7
Wilmslow - 1 £80,000 -
Nantwich - 1 £30,000 - 1
Artificial Intelligence
North West

For the 6 months to 17 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 Cheshire region with a requirement for Artificial Intelligence.

1 6 (42.86%) JavaScript
1 6 (42.86%) SQL
1 6 (42.86%) Agile Software Development
2 5 (35.71%) C#
2 5 (35.71%) SQL Server
2 5 (35.71%) Java
2 5 (35.71%) Microsoft Azure
2 5 (35.71%) AngularJS
3 4 (28.57%) Big Data
3 4 (28.57%) Business Intelligence
4 3 (21.43%) Oracle
4 3 (21.43%) ETL
4 3 (21.43%) PHP
4 3 (21.43%) T-SQL
4 3 (21.43%) .NET
4 3 (21.43%) TDD
4 3 (21.43%) Banking
4 3 (21.43%) Hibernate
4 3 (21.43%) SQL Server Reporting Services
4 3 (21.43%) SQL Server Integration Services
4 3 (21.43%) Power BI
4 3 (21.43%) SQL Server Analysis Services
4 3 (21.43%) Git (software)
4 3 (21.43%) Node.js
4 3 (21.43%) Machine Learning
4 3 (21.43%) SQL Server 2012
5 2 (14.29%) REST
5 2 (14.29%) Cybersecurity
5 2 (14.29%) Test Automation
5 2 (14.29%) Open Source

Artificial Intelligence
Co-occurring IT Skills in Cheshire 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 2 (14.29%) JBoss
2 1 (7.14%) Confluence
Applications
1 1 (7.14%) Chatbot
Cloud Services
1 5 (35.71%) Microsoft Azure
2 1 (7.14%) Amazon AWS
2 1 (7.14%) Dialogflow
2 1 (7.14%) SaaS
2 1 (7.14%) Wit.ai
Database & Business Intelligence
1 5 (35.71%) SQL Server
2 4 (28.57%) Big Data
3 3 (21.43%) Power BI
3 3 (21.43%) SQL Server 2012
3 3 (21.43%) SQL Server Analysis Services
3 3 (21.43%) SQL Server Integration Services
3 3 (21.43%) SQL Server Reporting Services
4 2 (14.29%) Blockchain
4 2 (14.29%) DB2
5 1 (7.14%) Data Lake
5 1 (7.14%) Hadoop
5 1 (7.14%) MongoDB
5 1 (7.14%) MySQL
5 1 (7.14%) PostgreSQL
Development Applications
1 3 (21.43%) Git (software)
2 1 (7.14%) Bitbucket
2 1 (7.14%) JIRA
2 1 (7.14%) Selenium
2 1 (7.14%) Subversion
General
1 3 (21.43%) Banking
2 2 (14.29%) Advertising
2 2 (14.29%) Finance
2 2 (14.29%) Financial Institution
2 2 (14.29%) Retail Banking
3 1 (7.14%) Legal
Job Titles
1 7 (50.00%) Developer
2 3 (21.43%) Business Intelligence Developer
3 2 (14.29%) Architect
3 2 (14.29%) C# Developer
3 2 (14.29%) Digital Architect
3 2 (14.29%) Digital Solutions Architect
3 2 (14.29%) Digital Transformation Architect
3 2 (14.29%) Senior Architect
3 2 (14.29%) Senior Digital Architect
3 2 (14.29%) Senior Solutions Architect
3 2 (14.29%) Solutions Architect
4 1 (7.14%) .NET Developer
4 1 (7.14%) Analyst
4 1 (7.14%) Angular Developer
4 1 (7.14%) C# .NET Developer
4 1 (7.14%) Java Developer
4 1 (7.14%) Machine Learning Developer
4 1 (7.14%) Senior Developer
4 1 (7.14%) Support Engineer
4 1 (7.14%) Test Analyst
Libraries, Frameworks & Software Standards
1 5 (35.71%) AngularJS
2 3 (21.43%) .NET
2 3 (21.43%) Hibernate
2 3 (21.43%) Node.js
3 2 (14.29%) .NET Framework
3 2 (14.29%) ASP.NET
3 2 (14.29%) CSS
3 2 (14.29%) HTML
3 2 (14.29%) HTML5
3 2 (14.29%) J2EE
3 2 (14.29%) Java EE
3 2 (14.29%) React
3 2 (14.29%) REST
3 2 (14.29%) SOAP
3 2 (14.29%) Struts
3 2 (14.29%) Web Services
3 2 (14.29%) XML
4 1 (7.14%) .NET Core
4 1 (7.14%) ASP.NET Core
4 1 (7.14%) Vue.js
Miscellaneous
1 2 (14.29%) Mainframe
2 1 (7.14%) Analytical Skills
2 1 (7.14%) Enterprise Software
2 1 (7.14%) Fintech
Operating Systems
1 1 (7.14%) Android
1 1 (7.14%) Apple iOS
Processes & Methodologies
1 6 (42.86%) Agile Software Development
2 4 (28.57%) Business Intelligence
3 3 (21.43%) ETL
3 3 (21.43%) Machine Learning
3 3 (21.43%) TDD
4 2 (14.29%) CRM
4 2 (14.29%) Cybersecurity
4 2 (14.29%) Front End Development
4 2 (14.29%) MVC
4 2 (14.29%) Open Source
4 2 (14.29%) Problem-Solving
4 2 (14.29%) Scrum
4 2 (14.29%) SDLC
4 2 (14.29%) Test Automation
4 2 (14.29%) Unit Testing
5 1 (7.14%) Android Development
5 1 (7.14%) Customer Engagement
5 1 (7.14%) Functional Programming
5 1 (7.14%) iOS Development
5 1 (7.14%) Mobile Development
Programming Languages
1 6 (42.86%) JavaScript
1 6 (42.86%) SQL
2 5 (35.71%) C#
2 5 (35.71%) Java
3 3 (21.43%) PHP
3 3 (21.43%) T-SQL
4 1 (7.14%) Python
Qualifications
1 2 (14.29%) Degree
2 1 (7.14%) Computer Science Degree
Systems Management
1 1 (7.14%) Opscode Chef
Vendors
1 3 (21.43%) Oracle
2 2 (14.29%) Chordiant
2 2 (14.29%) Cognizant
2 2 (14.29%) Google
3 1 (7.14%) Facebook
3 1 (7.14%) Microsoft