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

3 months to
26 Sep 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 59 68 40
Rank change year-on-year
+9 -28
Permanent jobs citing ETL 14 17 28
As % of all permanent IT jobs located in Cardiff 2.11% 2.00% 4.45%
As % of the Processes & Methodologies category 2.46% 2.43% 5.70%
Number of salaries quoted 13 12 27
Median salary £35,000 £45,000 £37,500
Median salary % change year-on-year
-22.22% +20.00%
90% offered a salary of more than £32,100 £22,150 £34,400
10% offered a salary of more than £40,000 £54,500 £45,000
UK excluding London median salary £45,000 £45,000 £45,000
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
569 699 491
As % of all permanent IT jobs located in Cardiff 85.95% 82.14% 78.06%
Number of salaries quoted 513 598 430
Median salary £37,500 £37,500 £37,500
90% offered a salary of more than £25,500 £27,500 £28,000
10% offered a salary of more than £52,500 £50,000 £55,000
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
Top 30 Related IT Skills in Cardiff

For the 6 months to 26 September 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 29 (93.55%) SQL
2 23 (74.19%) SQL Server
3 20 (64.52%) Business Intelligence
4 19 (61.29%) SQL Server Integration Services
5 17 (54.84%) SQL Server Analysis Services
6 16 (51.61%) Data Warehouse
7 14 (45.16%) T-SQL
7 14 (45.16%) Agile Software Development
8 13 (41.94%) OLAP
8 13 (41.94%) SQL Server 2012
9 12 (38.71%) OLAP Cube
10 11 (35.48%) SQL Server Reporting Services
10 11 (35.48%) Microsoft
11 10 (32.26%) MS Excel
11 10 (32.26%) MDX
12 7 (22.58%) Team Foundation Server
12 7 (22.58%) SDLC
12 7 (22.58%) Visual Studio
13 5 (16.13%) ETL Development
13 5 (16.13%) Kimball Methodology
13 5 (16.13%) Microsoft Azure
13 5 (16.13%) Computer Science
13 5 (16.13%) Oracle
13 5 (16.13%) Advertising
14 4 (12.90%) Scrum
14 4 (12.90%) TDD
14 4 (12.90%) Linux
14 4 (12.90%) OO
14 4 (12.90%) Web Services
14 4 (12.90%) PHP

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:

Applications
1 10 (32.26%) MS Excel
Business Applications
1 2 (6.45%) Dynamics NAV
Cloud Services
1 5 (16.13%) Microsoft Azure
2 1 (3.23%) Amazon AWS
Database & Business Intelligence
1 23 (74.19%) SQL Server
2 19 (61.29%) SQL Server Integration Services
3 17 (54.84%) SQL Server Analysis Services
4 16 (51.61%) Data Warehouse
5 13 (41.94%) OLAP
5 13 (41.94%) SQL Server 2012
6 12 (38.71%) OLAP Cube
7 11 (35.48%) SQL Server Reporting Services
8 4 (12.90%) Microsoft Analysis Services
8 4 (12.90%) MySQL
8 4 (12.90%) QlikView
9 3 (9.68%) Relational Database
10 2 (6.45%) Big Data
10 2 (6.45%) HPCC
10 2 (6.45%) SAP BW
11 1 (3.23%) Data Mining
11 1 (3.23%) OLTP
11 1 (3.23%) Power BI
11 1 (3.23%) RDBMS
11 1 (3.23%) Star Schema
Development Applications
1 7 (22.58%) Team Foundation Server
1 7 (22.58%) Visual Studio
General
1 5 (16.13%) Advertising
2 3 (9.68%) Finance
3 1 (3.23%) Banking
Job Titles
1 27 (87.10%) Developer
2 13 (41.94%) Database Developer
3 9 (29.03%) Senior Developer
4 8 (25.81%) Senior Database Developer
4 8 (25.81%) SQL Developer
5 6 (19.35%) SSAS Developer
5 6 (19.35%) SSIS Developer
5 6 (19.35%) SSRS Developer
6 5 (16.13%) SQL Database Developer
6 5 (16.13%) SQL Server Developer
7 4 (12.90%) Business Intelligence Developer
7 4 (12.90%) Data Warehouse Developer
7 4 (12.90%) T-SQL Developer
8 2 (6.45%) C++ Software Engineer
8 2 (6.45%) DBA
8 2 (6.45%) PHP Developer
8 2 (6.45%) QlikView Developer
8 2 (6.45%) Software Engineer
8 2 (6.45%) SQL DBA
9 1 (3.23%) Analyst
Libraries, Frameworks & Software Standards
1 10 (32.26%) MDX
2 4 (12.90%) Web Services
3 2 (6.45%) jQuery
3 2 (6.45%) REST
3 2 (6.45%) SOAP
3 2 (6.45%) WSDL
3 2 (6.45%) XML
4 1 (3.23%) .NET
Miscellaneous
1 5 (16.13%) Computer Science
2 4 (12.90%) Analytical Skills
2 4 (12.90%) Data Integration
3 2 (6.45%) Data Structures
3 2 (6.45%) Visualisation
4 1 (3.23%) Data Protection Act
4 1 (3.23%) iSeries
Operating Systems
1 4 (12.90%) Linux
2 2 (6.45%) Unix
2 2 (6.45%) Windows
Processes & Methodologies
1 20 (64.52%) Business Intelligence
2 14 (45.16%) Agile Software Development
3 7 (22.58%) SDLC
4 5 (16.13%) ETL Development
4 5 (16.13%) Kimball Methodology
5 4 (12.90%) Data Cleansing
5 4 (12.90%) OO
5 4 (12.90%) Scrum
5 4 (12.90%) TDD
6 3 (9.68%) Data Modelling
7 2 (6.45%) CRM
7 2 (6.45%) Data Analysis
7 2 (6.45%) Data Migration
7 2 (6.45%) High Availability
7 2 (6.45%) Migration
7 2 (6.45%) MVC
7 2 (6.45%) Software Engineering
7 2 (6.45%) Systems Analysis
8 1 (3.23%) Data Protection
8 1 (3.23%) Requirements Analysis
Programming Languages
1 29 (93.55%) SQL
2 14 (45.16%) T-SQL
3 4 (12.90%) PHP
4 2 (6.45%) C#
4 2 (6.45%) C++
4 2 (6.45%) Java
4 2 (6.45%) JavaScript
4 2 (6.45%) VB
5 1 (3.23%) PowerShell
Qualifications
1 1 (3.23%) Degree
Quality Assurance & Compliance
1 3 (9.68%) QA
2 1 (3.23%) Data Quality
Vendors
1 11 (35.48%) Microsoft
2 5 (16.13%) Oracle
3 3 (9.68%) Informatica
3 3 (9.68%) Teradata
4 2 (6.45%) SAP
4 2 (6.45%) Sybase
4 2 (6.45%) Zend
5 1 (3.23%) IBM
Cardiff, South Glamorgan
CPS Group UK
Salary: £32000 - £38000 per annum + pension, excellent training opps
Posted: 5 days ago
Cardiff, South Glamorgan
IntaPeople
Salary: £27000 - £45000 per annum
Posted: 5 days ago