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 26 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
26 Jun 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 56 53 61
Rank change year-on-year
-3 +8
Permanent jobs citing ETL 17 23 15
As % of all permanent IT jobs located in Cardiff 2.49% 3.01% 2.16%
As % of the Processes & Methodologies category 3.00% 3.57% 2.64%
Number of salaries quoted 13 17 15
Median salary £40,000 £45,000 £40,783
Median salary % change year-on-year
-11.11% +10.34%
90% offered a salary of more than £34,600 £35,000 £36,470
10% offered a salary of more than £44,500 £45,000 £45,000
UK excluding London median salary £45,000 £45,000 £43,164
% change year-on-year
- +4.25%
ETL
South Wales

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
567 645 568
As % of all permanent IT jobs located in Cardiff 82.89% 84.42% 81.73%
Number of salaries quoted 496 512 480
Median salary £40,000 £37,500 £37,500
Median salary % change year-on-year
+6.66% -
90% offered a salary of more than £26,500 £27,500 £27,500
10% offered a salary of more than £52,500 £55,000 £55,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

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 26 June 2016.

ETL Salary Histogram in Cardiff

ETL
Top 30 Related IT Skills in Cardiff

For the 6 months to 26 June 2016, 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 38 (90.48%) SQL
2 30 (71.43%) SQL Server
3 21 (50.00%) Agile Software Development
4 20 (47.62%) Business Intelligence
5 18 (42.86%) SQL Server Integration Services
6 17 (40.48%) Data Warehouse
7 15 (35.71%) SQL Server Analysis Services
7 15 (35.71%) SDLC
8 14 (33.33%) SQL Server 2012
8 14 (33.33%) Computer Science
8 14 (33.33%) SQL Server Reporting Services
8 14 (33.33%) Linux
8 14 (33.33%) MySQL
9 13 (30.95%) T-SQL
9 13 (30.95%) MS Excel
9 13 (30.95%) MDX
10 12 (28.57%) Scrum
11 11 (26.19%) Microsoft
11 11 (26.19%) OLAP
12 10 (23.81%) C++
12 10 (23.81%) Java
12 10 (23.81%) Unix
12 10 (23.81%) Software Engineering
12 10 (23.81%) OLAP Cube
13 9 (21.43%) OO
13 9 (21.43%) Web Services
13 9 (21.43%) Oracle
13 9 (21.43%) PHP
14 8 (19.05%) Kimball Methodology
15 6 (14.29%) Advertising

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 1 (2.38%) SharePoint
1 1 (2.38%) SharePoint 2013
Applications
1 13 (30.95%) MS Excel
Business Applications
1 1 (2.38%) Dynamics NAV
Cloud Services
1 3 (7.14%) Microsoft Azure
Communications & Networking
1 5 (11.90%) HTTP
1 5 (11.90%) TCP/IP
1 5 (11.90%) tcpdump
Database & Business Intelligence
1 30 (71.43%) SQL Server
2 18 (42.86%) SQL Server Integration Services
3 17 (40.48%) Data Warehouse
4 15 (35.71%) SQL Server Analysis Services
5 14 (33.33%) MySQL
5 14 (33.33%) SQL Server 2012
5 14 (33.33%) SQL Server Reporting Services
6 11 (26.19%) OLAP
7 10 (23.81%) OLAP Cube
8 5 (11.90%) Power BI
8 5 (11.90%) PowerPivot
9 4 (9.52%) Big Data
9 4 (9.52%) HPCC
10 3 (7.14%) Microsoft Analysis Services
11 2 (4.76%) QlikView
11 2 (4.76%) Relational Database
11 2 (4.76%) SQL Server 2008
11 2 (4.76%) Star Schema
12 1 (2.38%) Microsoft Power View
12 1 (2.38%) SQL Server 2014
Development Applications
1 6 (14.29%) Team Foundation Server
1 6 (14.29%) Visual Studio
General
1 6 (14.29%) Advertising
2 4 (9.52%) Finance
Job Titles
1 28 (66.67%) Developer
2 13 (30.95%) Database Developer
3 11 (26.19%) SQL Developer
4 9 (21.43%) Software Engineer
5 7 (16.67%) Senior Database Developer
5 7 (16.67%) Senior Developer
6 6 (14.29%) Data Warehouse Developer
6 6 (14.29%) SQL Database Developer
7 5 (11.90%) C++ Software Engineer
7 5 (11.90%) SQL Server Developer
7 5 (11.90%) SSAS Developer
7 5 (11.90%) SSIS Developer
7 5 (11.90%) SSRS Developer
8 4 (9.52%) Business Intelligence Developer
8 4 (9.52%) Cybersecurity Engineer
8 4 (9.52%) PHP Developer
8 4 (9.52%) Security Engineer
9 3 (7.14%) DBA
9 3 (7.14%) Junior Developer
9 3 (7.14%) SQL DBA
Libraries, Frameworks & Software Standards
1 13 (30.95%) MDX
2 9 (21.43%) Web Services
3 5 (11.90%) REST
3 5 (11.90%) SOAP
3 5 (11.90%) WSDL
3 5 (11.90%) XML
4 4 (9.52%) jQuery
5 1 (2.38%) .NET
5 1 (2.38%) Oracle Streams
Miscellaneous
1 14 (33.33%) Computer Science
2 5 (11.90%) Analytical Skills
3 4 (9.52%) Data Integration
3 4 (9.52%) Grid Computing
4 2 (4.76%) Management Information System
4 2 (4.76%) Visualisation
5 1 (2.38%) Data Protection Act
5 1 (2.38%) iSeries
Operating Systems
1 14 (33.33%) Linux
2 10 (23.81%) Unix
Processes & Methodologies
1 21 (50.00%) Agile Software Development
2 20 (47.62%) Business Intelligence
3 15 (35.71%) SDLC
4 12 (28.57%) Scrum
5 10 (23.81%) Software Engineering
6 9 (21.43%) OO
7 8 (19.05%) Kimball Methodology
8 6 (14.29%) Data Analysis
8 6 (14.29%) Data Cleansing
9 5 (11.90%) Analytics
9 5 (11.90%) Cybersecurity
9 5 (11.90%) Functional Programming
9 5 (11.90%) Online Security
10 4 (9.52%) Machine Learning
10 4 (9.52%) Migration
10 4 (9.52%) MVC
10 4 (9.52%) Systems Analysis
11 3 (7.14%) Data Migration
11 3 (7.14%) Performance Tuning
12 2 (4.76%) High Availability
Programming Languages
1 38 (90.48%) SQL
2 13 (30.95%) T-SQL
3 10 (23.81%) C++
3 10 (23.81%) Java
4 9 (21.43%) PHP
5 5 (11.90%) C
5 5 (11.90%) Erlang
5 5 (11.90%) Haskell
5 5 (11.90%) Lisp
5 5 (11.90%) Python
6 4 (9.52%) C#
6 4 (9.52%) JavaScript
7 1 (2.38%) PL/SQL
7 1 (2.38%) VB.NET
Qualifications
1 4 (9.52%) Degree
2 2 (4.76%) MCSA
2 2 (4.76%) MCSE
2 2 (4.76%) Microsoft Certification
Quality Assurance & Compliance
1 3 (7.14%) Data Quality
1 3 (7.14%) QA
System Software
1 5 (11.90%) Snort
Vendors
1 11 (26.19%) Microsoft
2 9 (21.43%) Oracle
3 5 (11.90%) Sybase
4 4 (9.52%) Zend
5 3 (7.14%) Informatica
6 2 (4.76%) IBM
6 2 (4.76%) Teradata
7 1 (2.38%) Tableau
Cardiff, South Glamorgan
Opus Recruitment Solutions Ltd
Salary: £40000 per annum
Posted: 4 days ago
Cardiff, South Glamorgan
Maclean Moore Consulting
Salary: From £30,000 to £50,000 per annum Bonus, Pension, Healthcare, Holiday,
Posted: 2 days ago