Period
to 24 April 2019

The following table provides summary statistics for permanent job vacancies advertised in Cardiff with a requirement for ETL skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited ETL over the 6 months to 24 April 2019 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
South Wales > Cardiff
6 months to
24 Apr 2019
Same period 2018 Same period 2017
Rank 62 58 58
Rank change year-on-year -4 0 +5
Permanent jobs citing ETL 24 26 39
As % of all permanent IT jobs advertised in Cardiff 2.43% 3.00% 3.51%
As % of the Processes & Methodologies category 2.63% 3.21% 3.76%
Number of salaries quoted 19 26 34
Cardiff median annual salary £33,173 £35,000 £40,000
Median salary % change year-on-year -5.22% -12.50% +8.11%
10th Percentile £23,500 £32,500 £31,800
90th Percentile £45,250 £52,500 £56,250
South Wales median annual salary £35,000 £37,500 £40,000
% change year-on-year -6.67% -6.25% -5.88%

ETL 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 914 809 1,036
As % of all permanent IT jobs advertised in Cardiff 92.51% 93.20% 93.33%
Number of salaries quoted 789 717 931
Cardiff median annual salary £40,000 £37,500 £40,000
Median salary % change year-on-year +6.67% -6.25% +9.59%
10th Percentile £26,950 £24,875 £25,500
90th Percentile £60,000 £57,500 £57,500
South Wales median annual salary £40,000 £39,000 £38,500
% change year-on-year +2.56% +1.30% +2.67%

ETL
Job Vacancy Trend in Cardiff

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

Job vacancy trend for ETL in Cardiff

ETL
Salary Trend in Cardiff

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

Salary trend for ETL in Cardiff

ETL
Salary Histogram in Cardiff

The salary distribution of IT jobs citing ETL in Cardiff over the 6 months to 24 April 2019.

Salary histogram for ETL in Cardiff

For the 6 months to 24 April 2019, IT jobs citing ETL 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 ETL.

1 20 (83.33%) Business Intelligence
2 19 (79.17%) Data Warehouse
2 19 (79.17%) SQL
3 13 (54.17%) SQL Server Integration Services
4 11 (45.83%) Agile Software Development
5 10 (41.67%) BusinessObjects
5 10 (41.67%) SQL Server
5 10 (41.67%) Analytics
6 9 (37.50%) ETL Development
7 8 (33.33%) Microsoft
7 8 (33.33%) SQL Server Reporting Services
7 8 (33.33%) Power BI
8 7 (29.17%) T-SQL
9 6 (25.00%) Oracle
9 6 (25.00%) Data Integration
9 6 (25.00%) Degree
9 6 (25.00%) Data Analysis Expressions (DAX)
9 6 (25.00%) Microsoft Azure
10 4 (16.67%) Banking
10 4 (16.67%) QlikView
10 4 (16.67%) Unit Testing
10 4 (16.67%) Test Scripting
10 4 (16.67%) BusinessObjects Web Intelligence
10 4 (16.67%) SQL Server Analysis Services
10 4 (16.67%) Informatica
10 4 (16.67%) MicroStrategy
10 4 (16.67%) Control-M
10 4 (16.67%) Regression Testing
10 4 (16.67%) Telecoms
10 4 (16.67%) Finance

ETL
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 2 (8.33%) SAS
Applications
1 1 (4.17%) Microsoft Excel
Cloud Services
1 6 (25.00%) Microsoft Azure
2 2 (8.33%) Amazon AWS
2 2 (8.33%) Office 365
2 2 (8.33%) SaaS
Communications & Networking
1 2 (8.33%) HTTP
1 2 (8.33%) HTTPS
Database & Business Intelligence
1 19 (79.17%) Data Warehouse
2 13 (54.17%) SQL Server Integration Services
3 10 (41.67%) BusinessObjects
3 10 (41.67%) SQL Server
4 8 (33.33%) Power BI
4 8 (33.33%) SQL Server Reporting Services
5 4 (16.67%) BusinessObjects Web Intelligence
5 4 (16.67%) Crystal Reports
5 4 (16.67%) Oracle ODI
5 4 (16.67%) Oracle Reports
5 4 (16.67%) QlikView
5 4 (16.67%) SQL Server Analysis Services
6 3 (12.50%) Big Data
7 2 (8.33%) DB2
7 2 (8.33%) PowerPivot
7 2 (8.33%) Relational Database
7 2 (8.33%) SAS EBI
8 1 (4.17%) Biml
8 1 (4.17%) OLAP
8 1 (4.17%) OLAP Cube
Development Applications
1 3 (12.50%) Team Foundation Server
2 2 (8.33%) Visual Studio
2 2 (8.33%) Visual Studio Team System
General
1 4 (16.67%) Banking
1 4 (16.67%) Finance
1 4 (16.67%) Telecoms
Job Titles
1 17 (70.83%) Developer
2 11 (45.83%) Business Intelligence Developer
3 9 (37.50%) Analyst
4 8 (33.33%) Data Warehouse Developer
5 7 (29.17%) SQL BI Developer
5 7 (29.17%) SQL Developer
6 5 (20.83%) Business Intelligence Analyst
7 4 (16.67%) Analyst Developer
7 4 (16.67%) Analyst Programmer
7 4 (16.67%) Data Warehouse Analyst
7 4 (16.67%) Developer Analyst
7 4 (16.67%) Programmer
7 4 (16.67%) Report Analyst
7 4 (16.67%) Senior Analyst
7 4 (16.67%) Senior Analyst Programmer
7 4 (16.67%) Senior Data Warehouse Analyst
7 4 (16.67%) Senior Data Warehouse Developer
7 4 (16.67%) Senior Developer
7 4 (16.67%) Senior Programmer
8 3 (12.50%) Business Developer
Libraries, Frameworks & Software Standards
1 2 (8.33%) HTML
1 2 (8.33%) jQuery
1 2 (8.33%) JSON
1 2 (8.33%) XML
Miscellaneous
1 2 (8.33%) Analytical Skills
Processes & Methodologies
1 20 (83.33%) Business Intelligence
2 11 (45.83%) Agile Software Development
3 10 (41.67%) Analytics
4 9 (37.50%) ETL Development
5 6 (25.00%) Data Integration
6 4 (16.67%) Data Modelling
6 4 (16.67%) Feasibility Study
6 4 (16.67%) Regression Testing
6 4 (16.67%) Test Automation
6 4 (16.67%) Test Scripting
6 4 (16.67%) Unit Testing
6 4 (16.67%) Visualisation
7 3 (12.50%) Decision-Making
7 3 (12.50%) Kimball Methodology
8 2 (8.33%) Data Development
8 2 (8.33%) Data Visualisation
8 2 (8.33%) DevOps
8 2 (8.33%) Functional Testing
8 2 (8.33%) Scrum
8 2 (8.33%) SDLC
Programming Languages
1 19 (79.17%) SQL
2 7 (29.17%) T-SQL
3 6 (25.00%) Data Analysis Expressions (DAX)
4 4 (16.67%) C#
4 4 (16.67%) VBA
5 2 (8.33%) JavaScript
5 2 (8.33%) PowerShell
Qualifications
1 6 (25.00%) Degree
Quality Assurance & Compliance
1 4 (16.67%) Data Quality
2 1 (4.17%) QA
2 1 (4.17%) SLA
Systems Management
1 4 (16.67%) Control-M
Vendors
1 8 (33.33%) Microsoft
2 6 (25.00%) Oracle
3 4 (16.67%) Informatica
3 4 (16.67%) MicroStrategy
3 4 (16.67%) Talend
3 4 (16.67%) Teradata
4 2 (8.33%) Google
4 2 (8.33%) Tableau