Period
to 19 April 2019

The following table provides summary statistics for permanent job vacancies advertised in Cardiff with a requirement for Machine Learning skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Machine Learning over the 6 months to 19 April 2019 with a comparison to the same period in the previous 2 years.

Machine Learning
South Wales > Cardiff
6 months to
19 Apr 2019
Same period 2018 Same period 2017
Rank 54 69 88
Rank change year-on-year +15 +19 +12
Permanent jobs citing Machine Learning 33 15 11
As % of all permanent IT jobs advertised in Cardiff 3.31% 1.70% 0.97%
As % of the Processes & Methodologies category 3.59% 1.83% 1.04%
Number of salaries quoted 22 15 9
Cardiff median annual salary £55,000 £40,000 £45,000
Median salary % change year-on-year +37.50% -11.11% -
10th Percentile £50,000 £29,100 £29,050
90th Percentile £84,700 £55,000 £66,500
South Wales median annual salary £55,000 £45,000 £39,500
% change year-on-year +22.22% +13.92% +5.33%

Machine Learning 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 Cardiff with a requirement for process or methodology skills.

All Process and Methodology Skills
Cardiff
Permanent vacancies with a requirement for process or methodology skills 920 820 1,062
As % of all permanent IT jobs advertised in Cardiff 92.37% 93.18% 93.49%
Number of salaries quoted 793 729 958
Cardiff median annual salary £40,000 £37,500 £40,000
Median salary % change year-on-year +6.67% -6.25% +9.59%
10th Percentile £27,000 £24,975 £24,425
90th Percentile £60,000 £57,500 £57,650
South Wales median annual salary £40,000 £39,125 £38,500
% change year-on-year +2.24% +1.62% +2.67%

Machine Learning
Job Vacancy Trend in Cardiff

Job postings citing Machine Learning as a percentage of all IT jobs advertised in Cardiff.

Job vacancy trend for Machine Learning in Cardiff

Machine Learning
Salary Trend in Cardiff

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Machine Learning in Cardiff.

Salary trend for Machine Learning in Cardiff

Machine Learning
Salary Histogram in Cardiff

The salary distribution of IT jobs citing Machine Learning in Cardiff over the 6 months to 19 April 2019.

Salary histogram for Machine Learning in Cardiff

For the 6 months to 19 April 2019, IT jobs citing Machine Learning 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 Cardiff region with a requirement for Machine Learning.

1 31 (93.94%) Artificial Intelligence
2 27 (81.82%) C#
3 23 (69.70%) .NET
4 22 (66.67%) Python
5 17 (51.52%) Software Engineering
6 14 (42.42%) Problem-Solving
7 13 (39.39%) Data Science
7 13 (39.39%) Analytics
8 12 (36.36%) Elasticsearch
9 11 (33.33%) .NET Core
9 11 (33.33%) Games
10 10 (30.30%) AngularJS
11 9 (27.27%) Automation Anywhere
11 9 (27.27%) UiPath
11 9 (27.27%) Blue Prism
11 9 (27.27%) Robotic Process Automation
11 9 (27.27%) Robotics
11 9 (27.27%) Amazon AWS
12 8 (24.24%) Welsh Language
12 8 (24.24%) PowerShell
12 8 (24.24%) Retail
12 8 (24.24%) Stakeholder Management
12 8 (24.24%) Business Intelligence
12 8 (24.24%) Microsoft
12 8 (24.24%) VB.NET
12 8 (24.24%) ASP.NET
12 8 (24.24%) CSS
12 8 (24.24%) XML
12 8 (24.24%) HTML
12 8 (24.24%) Deep Learning

Machine Learning
Co-occurring IT Skills in Cardiff 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 12 (36.36%) Elasticsearch
2 2 (6.06%) Apache
Applications
1 6 (18.18%) Microsoft Excel
1 6 (18.18%) Microsoft Office
1 6 (18.18%) Microsoft PowerPoint
Cloud Services
1 9 (27.27%) Amazon AWS
2 8 (24.24%) Serverless
3 6 (18.18%) SaaS
4 5 (15.15%) Microsoft Azure
5 3 (9.09%) Google Cloud Platform
Database & Business Intelligence
1 5 (15.15%) Big Data
1 5 (15.15%) Data Warehouse
2 2 (6.06%) SQL Server
Development Applications
1 2 (6.06%) Hudson
General
1 11 (33.33%) Games
2 8 (24.24%) Retail
2 8 (24.24%) Welsh Language
3 5 (15.15%) Banking
3 5 (15.15%) Finance
3 5 (15.15%) Investment Banking
4 3 (9.09%) Automotive
4 3 (9.09%) Law
Job Titles
1 11 (33.33%) Software Engineer
2 7 (21.21%) Architect
2 7 (21.21%) Solutions Architect
3 4 (12.12%) Delivery Manager
3 4 (12.12%) Senior Software Engineer
3 4 (12.12%) Service Manager
3 4 (12.12%) Services Delivery Manager
4 3 (9.09%) Automation Architect
4 3 (9.09%) Governance Manager
4 3 (9.09%) Head of Architecture
4 3 (9.09%) Head of Data Architecture
5 1 (3.03%) Head of Strategy
Libraries, Frameworks & Software Standards
1 23 (69.70%) .NET
2 11 (33.33%) .NET Core
3 10 (30.30%) AngularJS
4 8 (24.24%) ASP.NET
4 8 (24.24%) CSS
4 8 (24.24%) HTML
4 8 (24.24%) XML
5 2 (6.06%) Anaconda
5 2 (6.06%) LAMP
Miscellaneous
1 9 (27.27%) Robotics
2 5 (15.15%) Analytical Skills
3 3 (9.09%) Algorithms
4 2 (6.06%) Management Information System
Processes & Methodologies
1 31 (93.94%) Artificial Intelligence
2 17 (51.52%) Software Engineering
3 14 (42.42%) Problem-Solving
4 13 (39.39%) Analytics
4 13 (39.39%) Data Science
5 9 (27.27%) Robotic Process Automation
6 8 (24.24%) Business Intelligence
6 8 (24.24%) Data Analytics
6 8 (24.24%) Deep Learning
6 8 (24.24%) Stakeholder Management
7 7 (21.21%) Project Management
8 5 (15.15%) Agile Software Development
8 5 (15.15%) Data Architecture
8 5 (15.15%) Data Modelling
8 5 (15.15%) Data Strategy
8 5 (15.15%) Integration Testing
8 5 (15.15%) Predictive Analytics
8 5 (15.15%) Statistical Analysis
9 4 (12.12%) Service Delivery
10 3 (9.09%) Scrum
Programming Languages
1 27 (81.82%) C#
2 22 (66.67%) Python
3 8 (24.24%) PowerShell
3 8 (24.24%) TypeScript
3 8 (24.24%) VB.NET
4 5 (15.15%) SQL
4 5 (15.15%) T-SQL
5 4 (12.12%) JavaScript
Qualifications
1 2 (6.06%) CISSP
1 2 (6.06%) MCP
1 2 (6.06%) Microsoft Certification
1 2 (6.06%) TOGAF Certification
Quality Assurance & Compliance
1 3 (9.09%) QA
2 2 (6.06%) ISO/IEC 27001
2 2 (6.06%) PCI DSS
Vendors
1 9 (27.27%) Automation Anywhere
1 9 (27.27%) Blue Prism
1 9 (27.27%) UiPath
2 8 (24.24%) Microsoft
3 3 (9.09%) CA
3 3 (9.09%) Google
3 3 (9.09%) Sitecore
4 2 (6.06%) SAP