The table below looks at the statistics for ETL skills in IT contracts advertised for the Wales region. Included is a guide to the contractor rates offered in IT contracts that have cited ETL over the 3 months to 17 January 2017 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
17 Jan 2017
Same period 2016 Same period 2015
Extract, Transform and Load (ETL)
UK / Wales
Rank 60 54 34
Rank change year-on-year
-6 -20
Contract jobs citing ETL 5 12 29
As % of all contract IT jobs located in Wales 0.79% 2.05% 4.52%
As % of the Processes & Methodologies category 0.98% 2.46% 6.00%
Number of daily rates quoted 5 8 19
Median daily rate £325 £375 £300
Median daily rate % change year-on-year
-13.33% +25.00%
UK excluding London median daily rate £414 £388 £388
% change year-on-year
+6.77% -
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £40.00 £56.00 £36.75
% change year-on-year
-28.57% +52.38%

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

Processes & Methodologies Category
Wales
Contract IT job ads with a match in the
Processes & Methodologies category
511 487 483
As % of all contract IT jobs located in Wales 80.73% 83.25% 75.23%
Number of daily rates quoted 385 358 300
Median daily rate £410 £338 £375
Median daily rate % change year-on-year
+21.48% -10.00%
90% offered a daily rate of more than £186 £250 £220
10% offered a daily rate of more than £550 £425 £500
UK excluding London median daily rate £410 £400 £390
% change year-on-year
+2.50% +2.56%
Number of hourly rates quoted 20 18 17
Median hourly rate £32.50 £47.00 £22.50
Median hourly rate % change year-on-year
-30.85% +108.88%
90% offered a hourly rate of more than £15.25 £14.50 £11.00
10% offered a hourly rate of more than £55.00 £49.00 £28.50
UK excluding London median hourly rate £34.50 £39.00 £25.50
% change year-on-year
-11.53% +52.94%

ETL
Jobs Demand Trend in Wales

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

ETL Jobs Demand Trend in Wales

ETL
Daily Rate Trend in Wales

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

ETL Daily Rate Trend in Wales

ETL
Daily Rate Histogram in Wales

This chart provides a histogram of daily rates quoted in contract IT jobs citing ETL across the Wales region over the 3 months to 17 January 2017.

ETL Daily Rate Histogram in Wales

ETL
Hourly Rate Trend in Wales

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

ETL Hourly Rate Trend in Wales

ETL
Contract Job Locations in Wales

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing ETL within the Wales region over the 3 months to 17 January 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
South Wales +9 5 £325 -13.33% 1
ETL
UK

ETL
Top 30 Related IT Skills in Wales

For the 6 months to 17 January 2017, 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 Wales region with a requirement for ETL.

1 29 (82.86%) SQL
2 26 (74.29%) Data Warehouse
3 18 (51.43%) Teradata
4 17 (48.57%) Informatica
5 16 (45.71%) Oracle
6 14 (40.00%) SQL Server Integration Services
7 13 (37.14%) Data Analysis
8 12 (34.29%) PowerCenter
9 10 (28.57%) Linux
9 10 (28.57%) Database Tuning
9 10 (28.57%) Oracle Database
9 10 (28.57%) ETL Development
10 9 (25.71%) Business Intelligence
10 9 (25.71%) Microsoft
11 8 (22.86%) SQL Server
11 8 (22.86%) PowerExchange
11 8 (22.86%) Agile Software Development
11 8 (22.86%) Change Data Capture
11 8 (22.86%) Data Quality
11 8 (22.86%) Data Mapping
12 7 (20.00%) XML
13 6 (17.14%) XSD
13 6 (17.14%) XML Schema
13 6 (17.14%) Finance
13 6 (17.14%) SQL Server Management Studio (SSMS)
14 5 (14.29%) Oracle RAC
14 5 (14.29%) SQL Server Reporting Services
14 5 (14.29%) Windows
14 5 (14.29%) T-SQL
15 4 (11.43%) Advertising

ETL
Top Related IT Skills in Wales 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 8 (22.86%) PowerExchange
2 4 (11.43%) Apache Spark
3 3 (8.57%) Apache
4 1 (2.86%) Apache Pig
4 1 (2.86%) IIS
4 1 (2.86%) Luigi
4 1 (2.86%) SAS
Applications
1 2 (5.71%) MS Excel
2 1 (2.86%) Spreadsheet
Cloud Services
1 2 (5.71%) Amazon AWS
2 1 (2.86%) Amazon EMR
2 1 (2.86%) Amazon S3
2 1 (2.86%) AWS Lambda
Database & Business Intelligence
1 26 (74.29%) Data Warehouse
2 14 (40.00%) SQL Server Integration Services
3 12 (34.29%) PowerCenter
4 10 (28.57%) Oracle Database
5 8 (22.86%) SQL Server
6 5 (14.29%) SQL Server Reporting Services
7 4 (11.43%) Big Data
8 3 (8.57%) HBase
8 3 (8.57%) SQL Server 2014
8 3 (8.57%) SQL Server Analysis Services
9 2 (5.71%) BusinessObjects
9 2 (5.71%) MySQL
9 2 (5.71%) Star Schema
10 1 (2.86%) DataStage
10 1 (2.86%) Microsoft Analysis Services
10 1 (2.86%) OLAP
10 1 (2.86%) Oracle OLAP
10 1 (2.86%) Pentaho
10 1 (2.86%) PostgreSQL
10 1 (2.86%) QlikView
Development Applications
1 6 (17.14%) SQL Server Management Studio (SSMS)
2 3 (8.57%) JIRA
3 1 (2.86%) Talend Open Studio
3 1 (2.86%) Team Foundation Server
3 1 (2.86%) Visual Studio
General
1 6 (17.14%) Finance
2 4 (11.43%) Advertising
3 1 (2.86%) Retail
3 1 (2.86%) Telecoms
Job Titles
1 14 (40.00%) Developer
2 12 (34.29%) Consultant
3 10 (28.57%) Informatica Consultant
4 7 (20.00%) Data Warehouse Developer
5 4 (11.43%) SQL Developer
6 3 (8.57%) ETL Consultant
6 3 (8.57%) Tester
7 2 (5.71%) Analyst
7 2 (5.71%) Architect
7 2 (5.71%) Data Consultant
7 2 (5.71%) DBA
7 2 (5.71%) ETL Developer
7 2 (5.71%) Oracle Consultant
7 2 (5.71%) SQL DBA
7 2 (5.71%) SSIS Developer
7 2 (5.71%) Teradata Consultant
8 1 (2.86%) Big Data Architect
8 1 (2.86%) Big Data Developer
8 1 (2.86%) SQL Server Architect
8 1 (2.86%) XML Developer
Libraries, Frameworks & Software Standards
1 7 (20.00%) XML
2 6 (17.14%) XML Schema
2 6 (17.14%) XSD
3 2 (5.71%) JSON
3 2 (5.71%) Kafka
4 1 (2.86%) HTML
4 1 (2.86%) HTML5
4 1 (2.86%) jQuery
4 1 (2.86%) Web Services
Miscellaneous
1 4 (11.43%) iSeries
2 3 (8.57%) Computer Science
3 2 (5.71%) Data Integration
3 2 (5.71%) Informatics
4 1 (2.86%) Analytical Skills
4 1 (2.86%) Data Centre
4 1 (2.86%) Fintech
4 1 (2.86%) NHS
Operating Systems
1 10 (28.57%) Linux
2 5 (14.29%) Windows
3 1 (2.86%) Unix
Processes & Methodologies
1 13 (37.14%) Data Analysis
2 10 (28.57%) Database Tuning
2 10 (28.57%) ETL Development
3 9 (25.71%) Business Intelligence
4 8 (22.86%) Agile Software Development
4 8 (22.86%) Change Data Capture
4 8 (22.86%) Data Mapping
5 4 (11.43%) Migration
6 3 (8.57%) Analytics
6 3 (8.57%) Data Migration
6 3 (8.57%) OO
6 3 (8.57%) Waterfall
7 2 (5.71%) Change Control
7 2 (5.71%) Data Modelling
7 2 (5.71%) Kimball Methodology
7 2 (5.71%) Open Source
7 2 (5.71%) Scrum
7 2 (5.71%) SDLC
7 2 (5.71%) Software Engineering
8 1 (2.86%) Systems Analysis
Programming Languages
1 29 (82.86%) SQL
2 5 (14.29%) T-SQL
3 3 (8.57%) PowerShell
4 2 (5.71%) Java
4 2 (5.71%) JavaScript
4 2 (5.71%) Python
4 2 (5.71%) VB
5 1 (2.86%) Bash Shell
5 1 (2.86%) C
5 1 (2.86%) C#
5 1 (2.86%) Perl
5 1 (2.86%) PHP
5 1 (2.86%) VBScript
Qualifications
1 3 (8.57%) Degree
2 2 (5.71%) Security Cleared
3 1 (2.86%) MCP
3 1 (2.86%) MCSD
3 1 (2.86%) Microsoft Certification
Quality Assurance & Compliance
1 8 (22.86%) Data Quality
2 1 (2.86%) Disclosure Scotland
System Software
1 5 (14.29%) Oracle RAC
Vendors
1 18 (51.43%) Teradata
2 17 (48.57%) Informatica
3 16 (45.71%) Oracle
4 9 (25.71%) Microsoft
5 4 (11.43%) MicroStrategy
6 3 (8.57%) Guidewire
7 2 (5.71%) Ab Initio
7 2 (5.71%) CA Agile Central
7 2 (5.71%) Cloudera
7 2 (5.71%) Cognos
7 2 (5.71%) SAP
8 1 (2.86%) Actian
8 1 (2.86%) ParAccel
8 1 (2.86%) Sybase
8 1 (2.86%) Tableau
8 1 (2.86%) Talend
8 1 (2.86%) Zend