Period
to 19 November 2018

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

Artificial Intelligence (AI)
North West > Cheshire
6 months to
19 Nov 2018
Same period 2017 Same period 2016
Rank 133 151 135
Rank change year-on-year +18 -16 +39
Permanent jobs citing Artificial Intelligence 22 23 14
As % of all permanent IT jobs advertised in Cheshire 0.85% 0.76% 0.62%
As % of the Processes & Methodologies category 0.92% 0.84% 0.70%
Number of salaries quoted 17 14 14
Cheshire median annual salary £40,000 £37,500 £52,500
Median salary % change year-on-year +6.67% -28.57% +41.02%
10th Percentile £31,250 £28,750 £38,250
90th Percentile £57,750 £59,250 £60,000
North West median annual salary £42,500 £50,000 £52,500
% change year-on-year -15.00% -4.76% +41.02%

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 2,399 2,738 2,010
As % of all permanent IT jobs advertised in Cheshire 93.13% 90.57% 89.21%
Number of salaries quoted 1,828 2,065 1,705
Cheshire median annual salary £45,000 £43,000 £37,500
Median salary % change year-on-year +4.65% +14.67% -6.25%
10th Percentile £26,250 £26,250 £22,500
90th Percentile £70,000 £63,750 £60,000
North West median annual salary £45,000 £42,500 £40,000
% change year-on-year +5.88% +6.25% -

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 19 November 2018.

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 19 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
Warrington +15 13 £40,000 -13.51% 3
Knutsford - 4 £32,500 -
Artificial Intelligence
North West

For the 6 months to 19 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 Cheshire region with a requirement for Artificial Intelligence.

1 13 (59.09%) Agile Software Development
2 10 (45.45%) Project Management
3 8 (36.36%) Degree
4 7 (31.82%) Marketing
4 7 (31.82%) Machine Learning
4 7 (31.82%) Big Data
4 7 (31.82%) Coaching
4 7 (31.82%) Change Management
4 7 (31.82%) Data Analysis
4 7 (31.82%) C#
4 7 (31.82%) SAP
4 7 (31.82%) Data Warehouse
4 7 (31.82%) ERP
5 6 (27.27%) JavaScript
6 5 (22.73%) Advertising
6 5 (22.73%) PHP
6 5 (22.73%) Java
7 4 (18.18%) HTML
7 4 (18.18%) Web Services
7 4 (18.18%) Python
7 4 (18.18%) AngularJS
7 4 (18.18%) Analytics
8 3 (13.64%) HTML5
8 3 (13.64%) Data Analytics
8 3 (13.64%) KVM
8 3 (13.64%) Network Optimisation
8 3 (13.64%) Node.js
8 3 (13.64%) Git (software)
8 3 (13.64%) Test Automation
8 3 (13.64%) Mathematics

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 (9.09%) JBoss
Cloud Services
1 1 (4.55%) GitHub
Communications & Networking
1 3 (13.64%) Ethernet
Database & Business Intelligence
1 7 (31.82%) Big Data
1 7 (31.82%) Data Warehouse
2 3 (13.64%) SQL Server
3 2 (9.09%) Blockchain
3 2 (9.09%) DB2
3 2 (9.09%) MongoDB
4 1 (4.55%) MySQL
Development Applications
1 3 (13.64%) Git (software)
1 3 (13.64%) Selenium
2 1 (4.55%) GitLab
2 1 (4.55%) MSTest
2 1 (4.55%) NUnit
General
1 7 (31.82%) Marketing
2 5 (22.73%) Advertising
3 2 (9.09%) Banking
3 2 (9.09%) Finance
3 2 (9.09%) Financial Institution
3 2 (9.09%) Retail Banking
4 1 (4.55%) Telecoms
Job Titles
1 7 (31.82%) Consultant
1 7 (31.82%) ERP Consultant
1 7 (31.82%) IT Consultant
1 7 (31.82%) Technology Consultant
2 6 (27.27%) Developer
3 4 (18.18%) Analyst
3 4 (18.18%) C# Developer
4 3 (13.64%) .NET Developer
4 3 (13.64%) C# .NET Developer
4 3 (13.64%) Test Analyst
5 2 (9.09%) Architect
5 2 (9.09%) Capacity Planner
5 2 (9.09%) Digital Architect
5 2 (9.09%) Digital Solutions Architect
5 2 (9.09%) Digital Transformation Architect
5 2 (9.09%) Senior Architect
5 2 (9.09%) Senior Digital Architect
5 2 (9.09%) Senior Solutions Architect
5 2 (9.09%) Software Developer
5 2 (9.09%) Solutions Architect
Libraries, Frameworks & Software Standards
1 4 (18.18%) AngularJS
1 4 (18.18%) HTML
1 4 (18.18%) Web Services
2 3 (13.64%) .NET
2 3 (13.64%) HTML5
2 3 (13.64%) Node.js
3 2 (9.09%) ASP.NET
3 2 (9.09%) ASP.NET Web API
3 2 (9.09%) Hibernate
3 2 (9.09%) J2EE
3 2 (9.09%) Java EE
3 2 (9.09%) REST
3 2 (9.09%) SOAP
3 2 (9.09%) Struts
3 2 (9.09%) WCF
3 2 (9.09%) XML
4 1 (4.55%) CSS
4 1 (4.55%) Ember.js
4 1 (4.55%) LESS
4 1 (4.55%) Sass
Miscellaneous
1 3 (13.64%) Self-Motivation
2 2 (9.09%) Mainframe
3 1 (4.55%) Computer Science
3 1 (4.55%) Greenfield Project
3 1 (4.55%) N-Tier
Operating Systems
1 1 (4.55%) Unix
Processes & Methodologies
1 13 (59.09%) Agile Software Development
2 10 (45.45%) Project Management
3 7 (31.82%) Change Management
3 7 (31.82%) Coaching
3 7 (31.82%) Data Analysis
3 7 (31.82%) ERP
3 7 (31.82%) Machine Learning
4 4 (18.18%) Analytics
5 3 (13.64%) Data Analytics
5 3 (13.64%) Mathematics
5 3 (13.64%) Network Optimisation
5 3 (13.64%) OO
5 3 (13.64%) TDD
5 3 (13.64%) Test Automation
5 3 (13.64%) Unit Testing
6 2 (9.09%) CRM
6 2 (9.09%) MVC
6 2 (9.09%) Open Source
6 2 (9.09%) Product Management
6 2 (9.09%) Web Development
Programming Languages
1 7 (31.82%) C#
2 6 (27.27%) JavaScript
3 5 (22.73%) Java
3 5 (22.73%) PHP
4 4 (18.18%) Python
5 3 (13.64%) Perl
5 3 (13.64%) SQL
6 1 (4.55%) R
6 1 (4.55%) Shell Script
6 1 (4.55%) T-SQL
Qualifications
1 8 (36.36%) Degree
Quality Assurance & Compliance
1 2 (9.09%) QA
2 1 (4.55%) Data Quality
System Software
1 3 (13.64%) KVM
1 3 (13.64%) QEMU
Vendors
1 7 (31.82%) SAP
2 2 (9.09%) Chordiant
2 2 (9.09%) Cognizant
2 2 (9.09%) Oracle
3 1 (4.55%) Microsoft