The table below looks at the statistics for ETL skills in IT jobs advertised for the Cardiff region. Included is a guide to the salaries offered in IT jobs that have cited ETL over the 3 months to 20 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
20 Feb 2017
Same period 2016 Same period 2015
Extract, Transform and Load (ETL)
South Wales / Cardiff
Rank 44 54 26
Rank change year-on-year
+10 -28
Permanent jobs citing ETL 15 21 49
As % of all permanent IT jobs located in Cardiff 2.73% 2.93% 7.12%
As % of the Processes & Methodologies category 3.04% 3.51% 8.54%
Number of salaries quoted 15 20 48
Median salary £36,500 £36,750 £38,000
Median salary % change year-on-year
-0.68% -3.28%
90% offered a salary of more than £35,000 £35,000 £30,565
10% offered a salary of more than £50,500 £50,000 £45,000
UK excluding London median salary £45,000 £45,000 £44,500
% change year-on-year
- +1.12%

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Cardiff region.

Processes & Methodologies Category
Cardiff
Permanent IT job ads with a match in the
Processes & Methodologies category
493 599 574
As % of all permanent IT jobs located in Cardiff 89.80% 83.66% 83.43%
Number of salaries quoted 450 504 494
Median salary £37,500 £36,000 £35,000
Median salary % change year-on-year
+4.16% +2.85%
90% offered a salary of more than £27,500 £27,500 £26,500
10% offered a salary of more than £51,050 £47,500 £52,500
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

ETL
Jobs Demand Trend in Cardiff

The demand trend of job ads across the Cardiff region citing ETL as a proportion of all IT jobs with a match in the Processes & Methodologies category.

ETL Jobs Demand Trend in Cardiff

ETL
Salary Trend in Cardiff

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

ETL Salary Trend in Cardiff

ETL
Salary Histogram in Cardiff

This chart provides a salary histogram for IT jobs citing ETL across the Cardiff region over the 3 months to 20 February 2017.

ETL Salary Histogram in Cardiff

ETL
Top 30 Related IT Skills in Cardiff

For the 6 months to 20 February 2017, IT jobs citing ETL also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Cardiff region with a requirement for ETL.

1 29 (87.88%) SQL
2 16 (48.48%) Finance
3 12 (36.36%) SQL Server
4 10 (30.30%) Data Analysis
4 10 (30.30%) SQL Server Integration Services
5 9 (27.27%) Oracle
5 9 (27.27%) Business Intelligence
5 9 (27.27%) SQL Server 2012
6 8 (24.24%) High Availability
6 8 (24.24%) Windows
6 8 (24.24%) Mathematics
6 8 (24.24%) Agile Software Development
7 7 (21.21%) Data Warehouse
7 7 (21.21%) Data Cleansing
8 6 (18.18%) Big Data
8 6 (18.18%) SAS EBI
8 6 (18.18%) Oracle Forms
8 6 (18.18%) Oracle Reports
8 6 (18.18%) SAS
8 6 (18.18%) Web Services
8 6 (18.18%) PL/SQL
8 6 (18.18%) Scrum
8 6 (18.18%) Computer Science
9 5 (15.15%) HDFS
9 5 (15.15%) Apache Spark
9 5 (15.15%) Oracle Database
9 5 (15.15%) Hadoop
10 4 (12.12%) Degree
10 4 (12.12%) jQuery
10 4 (12.12%) Relational Database

ETL
Top Related 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 6 (18.18%) SAS
2 5 (15.15%) Apache Spark
3 3 (9.09%) Apache Pig
4 2 (6.06%) Oracle Workflow
Applications
1 2 (6.06%) MS Excel
Business Applications
1 1 (3.03%) Oracle Receivables
Cloud Services
1 1 (3.03%) Amazon AWS
1 1 (3.03%) Microsoft Azure
Database & Business Intelligence
1 12 (36.36%) SQL Server
2 10 (30.30%) SQL Server Integration Services
3 9 (27.27%) SQL Server 2012
4 7 (21.21%) Data Warehouse
5 6 (18.18%) Big Data
5 6 (18.18%) Oracle Reports
5 6 (18.18%) SAS EBI
6 5 (15.15%) Hadoop
6 5 (15.15%) Oracle Database
7 4 (12.12%) HPCC
7 4 (12.12%) MySQL
7 4 (12.12%) Relational Database
8 3 (9.09%) Apache Hive
8 3 (9.09%) Data Lake
8 3 (9.09%) HBase
8 3 (9.09%) OLAP
8 3 (9.09%) Presto
8 3 (9.09%) RDBMS
9 2 (6.06%) NoSQL
9 2 (6.06%) Pentaho
Development Applications
1 6 (18.18%) Oracle Forms
2 1 (3.03%) Team Foundation Server
General
1 16 (48.48%) Finance
2 2 (6.06%) Multimedia
3 1 (3.03%) Banking
Job Titles
1 25 (75.76%) Developer
2 11 (33.33%) SQL Developer
3 6 (18.18%) Oracle Developer
4 4 (12.12%) DBA
4 4 (12.12%) PHP Developer
4 4 (12.12%) SQL DBA
5 3 (9.09%) Analyst
5 3 (9.09%) Data Engineer
5 3 (9.09%) SAS Developer
5 3 (9.09%) Senior Developer
6 2 (6.06%) Big Data Engineer
6 2 (6.06%) Business Intelligence Analyst
6 2 (6.06%) Business Intelligence Developer
6 2 (6.06%) Data Scientist
6 2 (6.06%) Hadoop Engineer
6 2 (6.06%) Report Analyst
6 2 (6.06%) Senior Analyst
6 2 (6.06%) Senior Business Intelligence Analyst
6 2 (6.06%) Senior Reporting Analyst
6 2 (6.06%) Senior SQL Developer
Libraries, Frameworks & Software Standards
1 6 (18.18%) Web Services
2 4 (12.12%) jQuery
3 2 (6.06%) MDX
3 2 (6.06%) Natural Language Processing
3 2 (6.06%) RESTful
3 2 (6.06%) SOAP
4 1 (3.03%) .NET
Miscellaneous
1 6 (18.18%) Computer Science
2 3 (9.09%) Analytical Skills
3 2 (6.06%) Algorithms
Operating Systems
1 8 (24.24%) Windows
2 4 (12.12%) Linux
3 3 (9.09%) Unix
Processes & Methodologies
1 10 (30.30%) Data Analysis
2 9 (27.27%) Business Intelligence
3 8 (24.24%) Agile Software Development
3 8 (24.24%) High Availability
3 8 (24.24%) Mathematics
4 7 (21.21%) Data Cleansing
5 6 (18.18%) Scrum
6 4 (12.12%) MVC
6 4 (12.12%) OO
6 4 (12.12%) SDLC
6 4 (12.12%) Software Engineering
6 4 (12.12%) Systems Analysis
7 3 (9.09%) Analytics
7 3 (9.09%) CRM
7 3 (9.09%) Data Modelling
7 3 (9.09%) Data Visualisation
7 3 (9.09%) Visualisation
8 2 (6.06%) Neural Network
8 2 (6.06%) Statistics
8 2 (6.06%) Workflow
Programming Languages
1 29 (87.88%) SQL
2 6 (18.18%) PL/SQL
3 4 (12.12%) JavaScript
3 4 (12.12%) PHP
4 3 (9.09%) T-SQL
5 1 (3.03%) C#
5 1 (3.03%) PowerShell
Qualifications
1 4 (12.12%) Degree
2 2 (6.06%) Postgraduate
Quality Assurance & Compliance
1 2 (6.06%) Data Quality
System Software
1 5 (15.15%) HDFS
Vendors
1 9 (27.27%) Oracle
2 4 (12.12%) Zend
3 3 (9.09%) Microsoft
4 2 (6.06%) Salesforce.com