Period
to 20 November 2018

The following table provides summary statistics for permanent job vacancies advertised in South Wales with a requirement for Data Analysis skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Analysis over the 6 months to 20 November 2018 with a comparison to the same period in the previous 2 years.

Data Analysis
Wales > South Wales
6 months to
20 Nov 2018
Same period 2017 Same period 2016
Rank 99 90 86
Rank change year-on-year -9 -4 +15
Permanent jobs citing Data Analysis 22 19 52
As % of all permanent IT jobs advertised in South Wales 1.35% 1.34% 2.42%
As % of the Processes & Methodologies category 1.55% 1.47% 2.64%
Number of salaries quoted 19 18 50
South Wales median annual salary £42,500 £38,862 £33,000
Median salary % change year-on-year +9.36% +17.76% +1.54%
10th Percentile £31,000 £29,125 £22,500
90th Percentile £55,550 £51,917 £49,500
Wales median annual salary £42,500 £37,500 £33,000
% change year-on-year +13.33% +13.64% +3.19%

Data Analysis 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 1,420 1,293 1,973
As % of all permanent IT jobs advertised in South Wales 87.28% 91.44% 91.98%
Number of salaries quoted 1,168 1,149 1,762
South Wales median annual salary £40,000 £39,250 £37,500
Median salary % change year-on-year +1.91% +4.67% +2.74%
10th Percentile £25,500 £23,000 £22,500
90th Percentile £63,750 £56,250 £55,250
Wales median annual salary £40,000 £40,000 £37,500
% change year-on-year - +6.67% +3.45%

Data Analysis
Job Vacancy Trend in South Wales

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

Job vacancy trend for Data Analysis in South Wales

Data Analysis
Salary Trend in South Wales

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

Salary trend for Data Analysis in South Wales

Data Analysis
Salary Histogram in South Wales

The salary distribution of IT jobs citing Data Analysis in South Wales over the 6 months to 20 November 2018.

Salary histogram for Data Analysis in South Wales

Data Analysis
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 Analysis within the South Wales region over the 6 months to 20 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
Cardiff -11 17 £42,500 +21.43% 2
Newport +6 2 £54,500 +14.74% 2
Torfaen -1 2 - -
Data Analysis
Wales

For the 6 months to 20 November 2018, IT jobs citing Data Analysis 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 Analysis.

1 9 (40.91%) Business Intelligence
2 7 (31.82%) SQL
3 6 (27.27%) Agile Software Development
3 6 (27.27%) Microsoft Azure
3 6 (27.27%) Power BI
3 6 (27.27%) Problem-Solving
4 5 (22.73%) Analytical Skills
4 5 (22.73%) Analytics
4 5 (22.73%) SQL Server
4 5 (22.73%) Data Warehouse
5 4 (18.18%) VBA
5 4 (18.18%) Java
5 4 (18.18%) SQL Server Integration Services
5 4 (18.18%) Degree
6 3 (13.64%) QlikView
6 3 (13.64%) SQL Server Analysis Services
6 3 (13.64%) Amazon AWS
6 3 (13.64%) Tableau
6 3 (13.64%) R
6 3 (13.64%) Statistics
6 3 (13.64%) SQL Server Reporting Services
6 3 (13.64%) Artificial Intelligence
6 3 (13.64%) Stakeholder Management
6 3 (13.64%) C
6 3 (13.64%) Python
6 3 (13.64%) Data Modelling
6 3 (13.64%) Data Mining
6 3 (13.64%) Cognos
7 2 (9.09%) Six Sigma
7 2 (9.09%) Project Management

Data Analysis
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 2 (9.09%) Confluence
1 2 (9.09%) Elasticsearch
Cloud Services
1 6 (27.27%) Microsoft Azure
2 3 (13.64%) Amazon AWS
Communications & Networking
1 1 (4.55%) Skype
Database & Business Intelligence
1 6 (27.27%) Power BI
2 5 (22.73%) Data Warehouse
2 5 (22.73%) SQL Server
3 4 (18.18%) SQL Server Integration Services
4 3 (13.64%) Data Mining
4 3 (13.64%) QlikView
4 3 (13.64%) SQL Server Analysis Services
4 3 (13.64%) SQL Server Reporting Services
5 2 (9.09%) BusinessObjects
5 2 (9.09%) MongoDB
5 2 (9.09%) NoSQL
5 2 (9.09%) Redis
6 1 (4.55%) DB2
6 1 (4.55%) Relational Database
Development Applications
1 2 (9.09%) Jenkins
1 2 (9.09%) JIRA
1 2 (9.09%) JUnit
1 2 (9.09%) Maven
General
1 2 (9.09%) Finance
1 2 (9.09%) Retail
2 1 (4.55%) General Ledger
Job Titles
1 7 (31.82%) Analyst
2 6 (27.27%) Developer
3 5 (22.73%) Data Analyst
4 2 (9.09%) .NET Developer
4 2 (9.09%) Agile Coach
4 2 (9.09%) Architect
4 2 (9.09%) Business Consultant
4 2 (9.09%) Business Intelligence Consultant
4 2 (9.09%) Business Intelligence Developer
4 2 (9.09%) Consultant
4 2 (9.09%) Data Architect
4 2 (9.09%) Elasticsearch Developer
4 2 (9.09%) Full Stack Developer
4 2 (9.09%) Java Developer
4 2 (9.09%) MongoDB Developer
4 2 (9.09%) NoSQL Developer
4 2 (9.09%) Systems Analyst
5 1 (4.55%) Business Developer
5 1 (4.55%) Machine Learning Engineer
5 1 (4.55%) Mainframe Analyst
Libraries, Frameworks & Software Standards
1 2 (9.09%) .NET
1 2 (9.09%) AngularJS
1 2 (9.09%) KnockoutJS
1 2 (9.09%) React
1 2 (9.09%) REST
1 2 (9.09%) Spring
1 2 (9.09%) Spring Boot
2 1 (4.55%) Caffe
2 1 (4.55%) TensorFlow
2 1 (4.55%) Torch
Miscellaneous
1 5 (22.73%) Analytical Skills
2 2 (9.09%) Data Structures
2 2 (9.09%) e-Learning
2 2 (9.09%) Greenfield Project
2 2 (9.09%) Management Information System
2 2 (9.09%) Self-Motivation
2 2 (9.09%) User Experience
3 1 (4.55%) Algorithms
3 1 (4.55%) Computer Science
3 1 (4.55%) Mainframe
Operating Systems
1 2 (9.09%) Linux
Processes & Methodologies
1 9 (40.91%) Business Intelligence
2 6 (27.27%) Agile Software Development
2 6 (27.27%) Problem-Solving
3 5 (22.73%) Analytics
4 3 (13.64%) Artificial Intelligence
4 3 (13.64%) Data Modelling
4 3 (13.64%) Stakeholder Management
4 3 (13.64%) Statistics
5 2 (9.09%) Business Analysis
5 2 (9.09%) CMMI
5 2 (9.09%) Continuous Integration
5 2 (9.09%) Mathematics
5 2 (9.09%) Pair Programming
5 2 (9.09%) Project Management
5 2 (9.09%) Scrum
5 2 (9.09%) Six Sigma
5 2 (9.09%) Software Testing
5 2 (9.09%) Systems Analysis
5 2 (9.09%) TDD
5 2 (9.09%) Technical Architecture
Programming Languages
1 7 (31.82%) SQL
2 4 (18.18%) Java
2 4 (18.18%) VBA
3 3 (13.64%) C
3 3 (13.64%) Python
3 3 (13.64%) R
4 2 (9.09%) C#
4 2 (9.09%) JavaScript
4 2 (9.09%) Perl
5 1 (4.55%) C++
5 1 (4.55%) COBOL
5 1 (4.55%) MATLAB
5 1 (4.55%) PL/1
5 1 (4.55%) Scala
5 1 (4.55%) VB
Qualifications
1 4 (18.18%) Degree
2 1 (4.55%) CISSP
2 1 (4.55%) ECDL
2 1 (4.55%) GIAC
2 1 (4.55%) PhD
2 1 (4.55%) SANS
2 1 (4.55%) Security Cleared
Quality Assurance & Compliance
1 2 (9.09%) ISO 9001
1 2 (9.09%) QA
System Software
1 2 (9.09%) Docker
Systems Management
1 2 (9.09%) Kubernetes
Vendors
1 3 (13.64%) Cognos
1 3 (13.64%) Tableau