The table below looks at the statistics for ETL skills in IT contracts advertised for the Cardiff region. Included is a guide to the contractor rates offered in IT contracts that have cited ETL over the 3 months to 7 December 2016 with a comparison to the same period over the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
7 Dec 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 24 50 26
Rank change year-on-year
+26 -24
Contract jobs citing ETL 21 10 21
As % of all contract IT jobs located in Cardiff 6.56% 2.34% 6.46%
As % of the Processes & Methodologies category 8.05% 2.91% 8.17%
Number of daily rates quoted 16 7 15
Median daily rate £375 £340 £350
Median daily rate % change year-on-year
+10.29% -2.85%
90% offered a daily rate of more than £184 £320 £196
10% offered a daily rate of more than £525 £480 £400
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 1 0 0
Median hourly rate £21.50 - -
UK excluding London median hourly rate £39.50 £34.00 £37.88
% change year-on-year
+16.17% -10.23%
ETL
South Wales

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

Processes & Methodologies Category
Cardiff
Contract IT job ads with a match in the
Processes & Methodologies category
261 344 257
As % of all contract IT jobs located in Cardiff 81.56% 80.37% 79.08%
Number of daily rates quoted 213 289 202
Median daily rate £403 £325 £350
Median daily rate % change year-on-year
+23.84% -7.14%
90% offered a daily rate of more than £275 £275 £250
10% offered a daily rate of more than £500 £425 £475
UK excluding London median daily rate £413 £400 £385
% change year-on-year
+3.12% +3.89%
Number of hourly rates quoted 8 5 4
Median hourly rate £25.00 £21.00 £22.50
Median hourly rate % change year-on-year
+19.04% -6.66%
UK excluding London median hourly rate £31.00 £35.00 £25.00
% change year-on-year
-11.42% +40.00%

ETL
Jobs Demand Trend in Cardiff

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

ETL Jobs Demand Trend in Cardiff

ETL
Daily Rate Trend in Cardiff

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

ETL Daily Rate Trend in Cardiff

ETL
Daily Rate Histogram in Cardiff

This chart provides a histogram of daily rates quoted in contract IT jobs citing ETL across the Cardiff region over the 3 months to 7 December 2016.

ETL Daily Rate Histogram in Cardiff

ETL
Hourly Rate Trend in Cardiff

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

ETL Hourly Rate Trend in Cardiff

ETL
Top 30 Related IT Skills in Cardiff

For the 6 months to 7 December 2016, IT contractor jobs citing ETL also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the Cardiff region with a requirement for ETL.

1 31 (93.94%) SQL
2 24 (72.73%) Data Warehouse
3 15 (45.45%) SQL Server Integration Services
4 14 (42.42%) Data Analysis
4 14 (42.42%) Teradata
5 13 (39.39%) Informatica
5 13 (39.39%) Oracle
6 10 (30.30%) PowerCenter
6 10 (30.30%) Agile Software Development
6 10 (30.30%) Database Tuning
6 10 (30.30%) Oracle Database
6 10 (30.30%) ETL Development
7 9 (27.27%) Business Intelligence
7 9 (27.27%) SQL Server
7 9 (27.27%) Linux
8 8 (24.24%) Microsoft
8 8 (24.24%) Data Mapping
9 7 (21.21%) SQL Server Reporting Services
9 7 (21.21%) T-SQL
10 6 (18.18%) XML
10 6 (18.18%) XSD
10 6 (18.18%) PowerExchange
10 6 (18.18%) XML Schema
10 6 (18.18%) Finance
10 6 (18.18%) Data Quality
10 6 (18.18%) SQL Server Management Studio (SSMS)
10 6 (18.18%) Change Data Capture
11 5 (15.15%) SQL Server Analysis Services
11 5 (15.15%) Scrum
12 4 (12.12%) 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 6 (18.18%) PowerExchange
2 4 (12.12%) Apache
2 4 (12.12%) Apache Spark
3 2 (6.06%) SAS
4 1 (3.03%) Luigi
Applications
1 3 (9.09%) Spreadsheet
2 1 (3.03%) MS Excel
Cloud Services
1 1 (3.03%) Amazon AWS
Database & Business Intelligence
1 24 (72.73%) Data Warehouse
2 15 (45.45%) SQL Server Integration Services
3 10 (30.30%) Oracle Database
3 10 (30.30%) PowerCenter
4 9 (27.27%) SQL Server
5 7 (21.21%) SQL Server Reporting Services
6 5 (15.15%) SQL Server Analysis Services
7 4 (12.12%) Big Data
8 3 (9.09%) BusinessObjects
8 3 (9.09%) HBase
8 3 (9.09%) Microsoft Analysis Services
8 3 (9.09%) SQL Server 2014
8 3 (9.09%) Star Schema
9 2 (6.06%) MySQL
10 1 (3.03%) Amazon Redshift
10 1 (3.03%) DB2
10 1 (3.03%) HPCC
10 1 (3.03%) PostgreSQL
10 1 (3.03%) SAS Data Integration Studio
10 1 (3.03%) SQL Server 2012
Development Applications
1 6 (18.18%) SQL Server Management Studio (SSMS)
2 3 (9.09%) JIRA
3 1 (3.03%) Talend Open Studio
General
1 6 (18.18%) Finance
2 4 (12.12%) Advertising
3 1 (3.03%) Banking
3 1 (3.03%) Retail
3 1 (3.03%) Telecoms
Job Titles
1 15 (45.45%) Developer
2 10 (30.30%) Consultant
3 8 (24.24%) Informatica Consultant
4 6 (18.18%) Data Warehouse Developer
5 5 (15.15%) SQL Developer
6 3 (9.09%) ETL Consultant
6 3 (9.09%) Tester
7 2 (6.06%) Analyst
7 2 (6.06%) Big Data Developer
7 2 (6.06%) Business Intelligence Developer
7 2 (6.06%) DBA
7 2 (6.06%) Oracle Consultant
7 2 (6.06%) SQL BI Developer
7 2 (6.06%) SQL DBA
7 2 (6.06%) SSIS Developer
7 2 (6.06%) Teradata Consultant
8 1 (3.03%) Database Architect
8 1 (3.03%) Financial Analyst
8 1 (3.03%) SQL Server Architect
8 1 (3.03%) XML Developer
Libraries, Frameworks & Software Standards
1 6 (18.18%) XML
1 6 (18.18%) XML Schema
1 6 (18.18%) XSD
2 3 (9.09%) JSON
2 3 (9.09%) Kafka
3 1 (3.03%) jQuery
3 1 (3.03%) Web Services
Miscellaneous
1 3 (9.09%) Computer Science
1 3 (9.09%) iSeries
2 2 (6.06%) Data Integration
2 2 (6.06%) Informatics
3 1 (3.03%) Analytical Skills
3 1 (3.03%) Fintech
3 1 (3.03%) NHS
Operating Systems
1 9 (27.27%) Linux
2 4 (12.12%) Windows
Processes & Methodologies
1 14 (42.42%) Data Analysis
2 10 (30.30%) Agile Software Development
2 10 (30.30%) Database Tuning
2 10 (30.30%) ETL Development
3 9 (27.27%) Business Intelligence
4 8 (24.24%) Data Mapping
5 6 (18.18%) Change Data Capture
6 5 (15.15%) Scrum
7 4 (12.12%) Change Control
7 4 (12.12%) Kimball Methodology
7 4 (12.12%) OO
8 3 (9.09%) Migration
8 3 (9.09%) Open Source
8 3 (9.09%) Software Engineering
8 3 (9.09%) Waterfall
9 2 (6.06%) Analytics
9 2 (6.06%) Data Migration
9 2 (6.06%) SDLC
10 1 (3.03%) Data Cleansing
10 1 (3.03%) High Availability
Programming Languages
1 31 (93.94%) SQL
2 7 (21.21%) T-SQL
3 3 (9.09%) Java
3 3 (9.09%) PowerShell
3 3 (9.09%) VB
4 1 (3.03%) Bash Shell
4 1 (3.03%) JavaScript
4 1 (3.03%) PHP
4 1 (3.03%) Python
Qualifications
1 3 (9.09%) Security Cleared
2 2 (6.06%) Degree
Quality Assurance & Compliance
1 6 (18.18%) Data Quality
2 1 (3.03%) Disclosure Scotland
System Software
1 4 (12.12%) Oracle RAC
Vendors
1 14 (42.42%) Teradata
2 13 (39.39%) Informatica
2 13 (39.39%) Oracle
3 8 (24.24%) Microsoft
4 4 (12.12%) Cognos
5 3 (9.09%) Cloudera
5 3 (9.09%) Guidewire
5 3 (9.09%) MicroStrategy
6 2 (6.06%) CA Agile Central
7 1 (3.03%) Ab Initio
7 1 (3.03%) IBM
7 1 (3.03%) SAP
7 1 (3.03%) Tableau
7 1 (3.03%) Talend
7 1 (3.03%) Zend