Period
to 9 December 2018

The following table provides summary statistics for permanent job vacancies advertised in South Wales with a requirement for Data Analytics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Analytics over the 6 months to 9 December 2018 with a comparison to the same period in the previous 2 years.

Data Analytics
Wales > South Wales
6 months to
9 Dec 2018
Same period 2017 Same period 2016
Rank 102 98 126
Rank change year-on-year -4 +28 +17
Permanent jobs citing Data Analytics 15 10 17
As % of all permanent IT jobs advertised in South Wales 0.94% 0.70% 0.79%
As % of the Processes & Methodologies category 1.08% 0.76% 0.85%
Number of salaries quoted 13 10 17
South Wales median annual salary £45,000 £37,500 £29,000
Median salary % change year-on-year +20.00% +29.31% -50.64%
10th Percentile £33,600 £32,450 £23,950
90th Percentile £55,700 £46,250 £41,700
Wales median annual salary £45,000 £37,500 £29,000
% change year-on-year +20.00% +29.31% -44.76%

Data Analytics 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 South Wales with a requirement for process or methodology skills.

All Process and Methodology Skills
South Wales
Permanent vacancies with a requirement for process or methodology skills 1,385 1,308 1,993
As % of all permanent IT jobs advertised in South Wales 87.00% 91.85% 92.23%
Number of salaries quoted 1,138 1,158 1,778
South Wales median annual salary £40,000 £38,500 £37,500
Median salary % change year-on-year +3.90% +2.67% +2.74%
10th Percentile £25,500 £23,500 £22,500
90th Percentile £63,750 £55,619 £55,280
Wales median annual salary £40,000 £39,351 £37,500
% change year-on-year +1.65% +4.93% +4.17%

Data Analytics
Job Vacancy Trend in South Wales

Job postings citing Data Analytics as a percentage of all IT jobs advertised in South Wales.

Job vacancy trend for Data Analytics in South Wales

Data Analytics
Salary Trend in South Wales

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Analytics in South Wales.

Salary trend for Data Analytics in South Wales

Data Analytics
Salary Histogram in South Wales

The salary distribution of IT jobs citing Data Analytics in South Wales over the 6 months to 9 December 2018.

Salary histogram for Data Analytics in South Wales

Data Analytics
Job Locations in South Wales

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Analytics within the South Wales region over the 6 months to 9 December 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
Cardiff -7 13 £45,000 +28.57% 5
Newport +12 1 £35,000 -8.50% 4
Bridgend -3 1 £47,000 +10.59% 1
Data Analytics
Wales

For the 6 months to 9 December 2018, IT jobs citing Data Analytics 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 South Wales region with a requirement for Data Analytics.

1 15 (100.00%) Analytics
2 10 (66.67%) Problem-Solving
3 7 (46.67%) Business Intelligence
4 6 (40.00%) Analytical Skills
5 5 (33.33%) Elasticsearch
5 5 (33.33%) .NET Core
5 5 (33.33%) Serverless
5 5 (33.33%) Java
5 5 (33.33%) SQL
5 5 (33.33%) .NET
5 5 (33.33%) Python
5 5 (33.33%) Scrum
5 5 (33.33%) Games
5 5 (33.33%) Agile Software Development
6 4 (26.67%) Finance
6 4 (26.67%) Stakeholder Management
6 4 (26.67%) Artificial Intelligence
6 4 (26.67%) Software Engineering
6 4 (26.67%) Welsh Language
6 4 (26.67%) C#
6 4 (26.67%) Data Science
6 4 (26.67%) AngularJS
6 4 (26.67%) Deep Learning
6 4 (26.67%) Machine Learning
7 3 (20.00%) Data Quality
7 3 (20.00%) R
7 3 (20.00%) Tableau
7 3 (20.00%) Data Governance
7 3 (20.00%) Data Cleansing
7 3 (20.00%) Visualisation

Data Analytics
Co-occurring IT Skills in South Wales 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 5 (33.33%) Elasticsearch
2 3 (20.00%) SAS
3 2 (13.33%) Confluence
4 1 (6.67%) Apache Spark
4 1 (6.67%) SharePoint
Applications
1 3 (20.00%) SPSS
2 1 (6.67%) Microsoft Excel
2 1 (6.67%) Microsoft Office
Cloud Services
1 5 (33.33%) Serverless
2 2 (13.33%) Amazon AWS
2 2 (13.33%) SaaS
3 1 (6.67%) Microsoft Azure
3 1 (6.67%) Slack
Communications & Networking
1 1 (6.67%) Internet
1 1 (6.67%) Intranet
1 1 (6.67%) LAN
1 1 (6.67%) Skype
1 1 (6.67%) WAN
Database & Business Intelligence
1 3 (20.00%) QlikView
1 3 (20.00%) Spotfire
2 2 (13.33%) Big Data
3 1 (6.67%) Azure SQL Database
3 1 (6.67%) Cosmos DB
3 1 (6.67%) DB2
3 1 (6.67%) Hadoop
3 1 (6.67%) NoSQL
3 1 (6.67%) Pentaho
3 1 (6.67%) SQL Server
3 1 (6.67%) SQL Server Integration Services
Development Applications
1 2 (13.33%) JIRA
2 1 (6.67%) Git (software)
General
1 5 (33.33%) Games
2 4 (26.67%) Finance
2 4 (26.67%) Welsh Language
Job Titles
1 3 (20.00%) Analyst
1 3 (20.00%) Analytics Consultant
1 3 (20.00%) Consultant
1 3 (20.00%) Data Analytics Consultant
1 3 (20.00%) Data Consultant
1 3 (20.00%) Senior Consultant
1 3 (20.00%) Senior Data Analytics Consultant
2 2 (13.33%) Developer
2 2 (13.33%) Senior Software Engineer
2 2 (13.33%) Software Engineer
2 2 (13.33%) Systems Analyst
3 1 (6.67%) Business Analyst
3 1 (6.67%) Data Analyst
3 1 (6.67%) Digital Developer
3 1 (6.67%) Front End Developer (Client-Side Developer)
3 1 (6.67%) Java Developer
3 1 (6.67%) Scrum Master
3 1 (6.67%) Security Engineer
3 1 (6.67%) Technical Analyst
3 1 (6.67%) Technical Business Analyst
Libraries, Frameworks & Software Standards
1 5 (33.33%) .NET
1 5 (33.33%) .NET Core
2 4 (26.67%) AngularJS
3 1 (6.67%) CGI
3 1 (6.67%) CSS
3 1 (6.67%) Hibernate
3 1 (6.67%) HTML
3 1 (6.67%) Middleware
3 1 (6.67%) OAuth
3 1 (6.67%) REST
3 1 (6.67%) SOAP
3 1 (6.67%) Spring
3 1 (6.67%) Vue.js
Miscellaneous
1 6 (40.00%) Analytical Skills
2 2 (13.33%) Self-Motivation
3 1 (6.67%) Fintech
3 1 (6.67%) Mainframe
3 1 (6.67%) Management Information System
Processes & Methodologies
1 15 (100.00%) Analytics
2 10 (66.67%) Problem-Solving
3 7 (46.67%) Business Intelligence
4 5 (33.33%) Agile Software Development
4 5 (33.33%) Scrum
5 4 (26.67%) Artificial Intelligence
5 4 (26.67%) Data Science
5 4 (26.67%) Deep Learning
5 4 (26.67%) Machine Learning
5 4 (26.67%) Software Engineering
5 4 (26.67%) Stakeholder Management
6 3 (20.00%) Data Cleansing
6 3 (20.00%) Data Governance
6 3 (20.00%) Visualisation
6 3 (20.00%) Workshop Facilitation
7 2 (13.33%) Data Mapping
7 2 (13.33%) Matrix Organization
7 2 (13.33%) Microservices
7 2 (13.33%) Technical Architecture
7 2 (13.33%) User Stories
Programming Languages
1 5 (33.33%) Java
1 5 (33.33%) Python
1 5 (33.33%) SQL
2 4 (26.67%) C#
3 3 (20.00%) JavaScript
3 3 (20.00%) R
4 2 (13.33%) TypeScript
5 1 (6.67%) C++
5 1 (6.67%) COBOL
5 1 (6.67%) Java 8
5 1 (6.67%) Perl
5 1 (6.67%) PHP
5 1 (6.67%) PL/1
5 1 (6.67%) Ruby
Qualifications
1 1 (6.67%) CISM
1 1 (6.67%) CISSP
1 1 (6.67%) Degree
1 1 (6.67%) GIAC
1 1 (6.67%) GPEN
1 1 (6.67%) SANS
1 1 (6.67%) SC Cleared
1 1 (6.67%) Security Cleared
Quality Assurance & Compliance
1 3 (20.00%) Data Quality
2 1 (6.67%) ISO/IEC 27001
Systems Management
1 1 (6.67%) Kibana
Vendors
1 3 (20.00%) Tableau
2 1 (6.67%) LexisNexis
2 1 (6.67%) Microsoft