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

3 months to
9 Dec 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 55 57 26
Rank change year-on-year
+2 -31
Permanent jobs citing ETL 19 17 38
As % of all permanent IT jobs located in Cardiff 2.87% 2.52% 6.43%
As % of the Processes & Methodologies category 3.27% 3.01% 7.69%
Number of salaries quoted 18 13 37
Median salary £35,500 £45,000 £35,000
Median salary % change year-on-year
-21.11% +28.57%
90% offered a salary of more than £35,000 £35,200 £31,000
10% offered a salary of more than £60,000 £55,000 £40,000
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
581 565 494
As % of all permanent IT jobs located in Cardiff 87.90% 83.70% 83.59%
Number of salaries quoted 537 505 416
Median salary £35,000 £36,000 £35,000
Median salary % change year-on-year
-2.77% +2.85%
90% offered a salary of more than £26,000 £27,500 £27,500
10% offered a salary of more than £60,000 £52,500 £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 9 December 2016.

ETL Salary Histogram in Cardiff

ETL
Top 30 Related IT Skills in Cardiff

For the 6 months to 9 December 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 31 (88.57%) SQL
2 18 (51.43%) SQL Server
2 18 (51.43%) SQL Server Integration Services
3 15 (42.86%) Business Intelligence
4 14 (40.00%) Data Warehouse
5 12 (34.29%) Agile Software Development
5 12 (34.29%) SQL Server 2012
6 10 (28.57%) SQL Server Analysis Services
6 10 (28.57%) T-SQL
7 9 (25.71%) Microsoft
7 9 (25.71%) Finance
8 8 (22.86%) Data Analysis
8 8 (22.86%) OLAP
9 7 (20.00%) Oracle
9 7 (20.00%) Windows
9 7 (20.00%) Data Cleansing
9 7 (20.00%) High Availability
10 6 (17.14%) Hadoop
10 6 (17.14%) MDX
10 6 (17.14%) Computer Science
10 6 (17.14%) Relational Database
10 6 (17.14%) OLAP Cube
10 6 (17.14%) SDLC
10 6 (17.14%) Data Modelling
10 6 (17.14%) Scrum
11 5 (14.29%) CRM
11 5 (14.29%) Web Services
11 5 (14.29%) ETL Development
11 5 (14.29%) Analytical Skills
11 5 (14.29%) Apache Spark

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 5 (14.29%) Apache Spark
2 3 (8.57%) Apache Pig
2 3 (8.57%) SAS
3 2 (5.71%) Oracle Workflow
Applications
1 2 (5.71%) MS Excel
Business Applications
1 2 (5.71%) Dynamics NAV
Cloud Services
1 4 (11.43%) Microsoft Azure
2 2 (5.71%) Amazon AWS
Database & Business Intelligence
1 18 (51.43%) SQL Server
1 18 (51.43%) SQL Server Integration Services
2 14 (40.00%) Data Warehouse
3 12 (34.29%) SQL Server 2012
4 10 (28.57%) SQL Server Analysis Services
5 8 (22.86%) OLAP
6 6 (17.14%) Hadoop
6 6 (17.14%) OLAP Cube
6 6 (17.14%) Relational Database
7 5 (14.29%) Big Data
8 4 (11.43%) Oracle Database
8 4 (11.43%) QlikView
8 4 (11.43%) RDBMS
8 4 (11.43%) SQL Server Reporting Services
9 3 (8.57%) Apache Hive
9 3 (8.57%) HBase
9 3 (8.57%) HPCC
9 3 (8.57%) Microsoft Analysis Services
9 3 (8.57%) MySQL
9 3 (8.57%) Presto
Development Applications
1 3 (8.57%) Team Foundation Server
1 3 (8.57%) Visual Studio
2 1 (2.86%) Oracle Forms
General
1 9 (25.71%) Finance
2 2 (5.71%) Advertising
2 2 (5.71%) Multimedia
3 1 (2.86%) Banking
Job Titles
1 28 (80.00%) Developer
2 9 (25.71%) SQL Developer
3 8 (22.86%) Database Developer
3 8 (22.86%) Senior Developer
4 6 (17.14%) Senior Database Developer
5 5 (14.29%) DBA
5 5 (14.29%) SQL DBA
6 3 (8.57%) Business Intelligence Developer
6 3 (8.57%) Data Engineer
6 3 (8.57%) Data Warehouse Developer
6 3 (8.57%) PHP Developer
7 2 (5.71%) Analyst
7 2 (5.71%) Big Data Engineer
7 2 (5.71%) Business Intelligence Analyst
7 2 (5.71%) Data Scientist
7 2 (5.71%) Hadoop Engineer
7 2 (5.71%) QlikView Developer
7 2 (5.71%) Senior Business Intelligence Analyst
7 2 (5.71%) Senior Business Intelligence Developer
7 2 (5.71%) Senior Reporting Analyst
Libraries, Frameworks & Software Standards
1 6 (17.14%) MDX
2 5 (14.29%) Web Services
3 3 (8.57%) jQuery
4 2 (5.71%) Natural Language Processing
4 2 (5.71%) RESTful
4 2 (5.71%) SOAP
5 1 (2.86%) .NET
Miscellaneous
1 6 (17.14%) Computer Science
2 5 (14.29%) Analytical Skills
3 4 (11.43%) Mathematics
4 3 (8.57%) Data Integration
5 2 (5.71%) Algorithms
5 2 (5.71%) Data Structures
5 2 (5.71%) Neural Network
5 2 (5.71%) Statistics
5 2 (5.71%) Visualisation
6 1 (2.86%) iSeries
Operating Systems
1 7 (20.00%) Windows
2 3 (8.57%) Linux
2 3 (8.57%) Unix
Processes & Methodologies
1 15 (42.86%) Business Intelligence
2 12 (34.29%) Agile Software Development
3 8 (22.86%) Data Analysis
4 7 (20.00%) Data Cleansing
4 7 (20.00%) High Availability
5 6 (17.14%) Data Modelling
5 6 (17.14%) Scrum
5 6 (17.14%) SDLC
6 5 (14.29%) CRM
6 5 (14.29%) ETL Development
6 5 (14.29%) Kimball Methodology
7 3 (8.57%) MVC
7 3 (8.57%) OO
7 3 (8.57%) Systems Analysis
8 2 (5.71%) Analytics
8 2 (5.71%) Deep Learning
8 2 (5.71%) Logistic Regression
8 2 (5.71%) Operations Research
8 2 (5.71%) TDD
8 2 (5.71%) Workflow
Programming Languages
1 31 (88.57%) SQL
2 10 (28.57%) T-SQL
3 3 (8.57%) JavaScript
3 3 (8.57%) PHP
4 2 (5.71%) C#
4 2 (5.71%) VB
5 1 (2.86%) PL/SQL
5 1 (2.86%) PowerShell
Qualifications
1 4 (11.43%) Degree
2 2 (5.71%) Postgraduate
Quality Assurance & Compliance
1 2 (5.71%) Data Quality
System Software
1 5 (14.29%) HDFS
Vendors
1 9 (25.71%) Microsoft
2 7 (20.00%) Oracle
3 3 (8.57%) Informatica
3 3 (8.57%) Teradata
3 3 (8.57%) Zend
4 2 (5.71%) Salesforce.com
4 2 (5.71%) SAP
5 1 (2.86%) IBM
Cardiff, South Glamorgan
IntaPeople
Salary: £27000 - £45000 per annum
Posted: 4 days ago