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 8 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
8 Dec 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 54 60 41
Rank change year-on-year
+6 -19
Contract jobs citing ETL 26 16 36
As % of all contract IT jobs located in Wales 3.22% 2.33% 4.98%
As % of the Processes & Methodologies category 3.81% 2.91% 6.15%
Number of daily rates quoted 20 11 26
Median daily rate £413 £375 £298
Median daily rate % change year-on-year
+10.00% +26.05%
90% offered a daily rate of more than £188 £325 £229
10% offered a daily rate of more than £553 £425 £363
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 £38.50 £37.88
% change year-on-year
+2.59% +1.65%
ETL
UK

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
682 549 585
As % of all contract IT jobs located in Wales 84.41% 79.80% 80.91%
Number of daily rates quoted 501 426 376
Median daily rate £433 £350 £350
Median daily rate % change year-on-year
+23.57% -
90% offered a daily rate of more than £300 £300 £240
10% offered a daily rate of more than £575 £450 £475
UK excluding London median daily rate £413 £400 £385
% change year-on-year
+3.12% +3.89%
Number of hourly rates quoted 24 17 12
Median hourly rate £32.50 £20.48 £22.50
Median hourly rate % change year-on-year
+58.69% -8.97%
90% offered a hourly rate of more than £17.68 £11.00 £11.80
10% offered a hourly rate of more than £59.25 £52.03 £25.00
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 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 8 December 2016.

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 8 December 2016. 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
(Click see detailed
statistics and trends)
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 +16 26 £413 +10.00% 2
ETL
UK

ETL
Top 30 Related IT Skills in Wales

For the 6 months to 8 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 Wales region with a requirement for ETL.

1 32 (82.05%) SQL
2 27 (69.23%) Data Warehouse
3 18 (46.15%) Teradata
4 17 (43.59%) Informatica
4 17 (43.59%) Oracle
5 15 (38.46%) SQL Server Integration Services
6 14 (35.90%) Data Analysis
7 12 (30.77%) PowerCenter
8 11 (28.21%) Linux
9 10 (25.64%) Business Intelligence
9 10 (25.64%) SQL Server
9 10 (25.64%) Agile Software Development
9 10 (25.64%) Database Tuning
9 10 (25.64%) Oracle Database
9 10 (25.64%) ETL Development
10 9 (23.08%) Microsoft
11 8 (20.51%) PowerExchange
11 8 (20.51%) Data Quality
11 8 (20.51%) Change Data Capture
11 8 (20.51%) Data Mapping
12 7 (17.95%) XML
13 6 (15.38%) XSD
13 6 (15.38%) XML Schema
13 6 (15.38%) T-SQL
13 6 (15.38%) Finance
13 6 (15.38%) SQL Server Reporting Services
13 6 (15.38%) SQL Server Management Studio (SSMS)
14 5 (12.82%) Apache Spark
14 5 (12.82%) Oracle RAC
14 5 (12.82%) Big Data

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 (20.51%) PowerExchange
2 5 (12.82%) Apache Spark
3 4 (10.26%) Apache
4 2 (5.13%) SAS
5 1 (2.56%) Apache Pig
5 1 (2.56%) IIS
5 1 (2.56%) Luigi
Applications
1 2 (5.13%) MS Excel
1 2 (5.13%) Spreadsheet
Cloud Services
1 2 (5.13%) Amazon AWS
2 1 (2.56%) Amazon EMR
2 1 (2.56%) Amazon S3
2 1 (2.56%) AWS Lambda
Database & Business Intelligence
1 27 (69.23%) Data Warehouse
2 15 (38.46%) SQL Server Integration Services
3 12 (30.77%) PowerCenter
4 10 (25.64%) Oracle Database
4 10 (25.64%) SQL Server
5 6 (15.38%) SQL Server Reporting Services
6 5 (12.82%) Big Data
7 4 (10.26%) HBase
7 4 (10.26%) SQL Server Analysis Services
8 3 (7.69%) BusinessObjects
8 3 (7.69%) SQL Server 2014
8 3 (7.69%) Star Schema
9 2 (5.13%) Microsoft Analysis Services
9 2 (5.13%) MySQL
9 2 (5.13%) SQL Server 2012
10 1 (2.56%) DataStage
10 1 (2.56%) DB2
10 1 (2.56%) OLAP
10 1 (2.56%) PostgreSQL
10 1 (2.56%) SAS Enterprise Guide
Development Applications
1 6 (15.38%) SQL Server Management Studio (SSMS)
2 3 (7.69%) JIRA
3 1 (2.56%) Talend Open Studio
3 1 (2.56%) Team Foundation Server
3 1 (2.56%) Visual Studio
General
1 6 (15.38%) Finance
2 4 (10.26%) Advertising
3 1 (2.56%) Banking
3 1 (2.56%) Retail
3 1 (2.56%) Telecoms
Job Titles
1 17 (43.59%) Developer
2 13 (33.33%) Consultant
3 10 (25.64%) Informatica Consultant
4 7 (17.95%) Data Warehouse Developer
5 5 (12.82%) SQL Developer
6 3 (7.69%) ETL Consultant
6 3 (7.69%) SSIS Developer
6 3 (7.69%) Tester
7 2 (5.13%) Analyst
7 2 (5.13%) Architect
7 2 (5.13%) Big Data Developer
7 2 (5.13%) Data Consultant
7 2 (5.13%) DBA
7 2 (5.13%) ETL Developer
7 2 (5.13%) Oracle Consultant
7 2 (5.13%) SQL DBA
7 2 (5.13%) Teradata Consultant
8 1 (2.56%) Analyst Developer
8 1 (2.56%) Data Analyst
8 1 (2.56%) Service Analyst
Libraries, Frameworks & Software Standards
1 7 (17.95%) XML
2 6 (15.38%) XML Schema
2 6 (15.38%) XSD
3 3 (7.69%) JSON
3 3 (7.69%) Kafka
4 1 (2.56%) .NET
4 1 (2.56%) HTML
4 1 (2.56%) HTML5
4 1 (2.56%) jQuery
4 1 (2.56%) Web Services
Miscellaneous
1 4 (10.26%) iSeries
2 3 (7.69%) Computer Science
2 3 (7.69%) Data Integration
3 2 (5.13%) Informatics
4 1 (2.56%) Analytical Skills
4 1 (2.56%) Clustering
4 1 (2.56%) Data Centre
4 1 (2.56%) Fintech
4 1 (2.56%) NHS
Operating Systems
1 11 (28.21%) Linux
2 5 (12.82%) Windows
3 1 (2.56%) Unix
Processes & Methodologies
1 14 (35.90%) Data Analysis
2 10 (25.64%) Agile Software Development
2 10 (25.64%) Business Intelligence
2 10 (25.64%) Database Tuning
2 10 (25.64%) ETL Development
3 8 (20.51%) Change Data Capture
3 8 (20.51%) Data Mapping
4 5 (12.82%) Migration
5 4 (10.26%) Analytics
5 4 (10.26%) OO
5 4 (10.26%) Scrum
6 3 (7.69%) Change Control
6 3 (7.69%) Data Migration
6 3 (7.69%) Kimball Methodology
6 3 (7.69%) Open Source
6 3 (7.69%) Software Engineering
6 3 (7.69%) Waterfall
7 2 (5.13%) Data Modelling
7 2 (5.13%) SDLC
8 1 (2.56%) MVC
Programming Languages
1 32 (82.05%) SQL
2 6 (15.38%) T-SQL
3 3 (7.69%) Java
3 3 (7.69%) PowerShell
3 3 (7.69%) VB
4 2 (5.13%) JavaScript
4 2 (5.13%) Python
5 1 (2.56%) Bash Shell
5 1 (2.56%) C
5 1 (2.56%) C#
5 1 (2.56%) Perl
5 1 (2.56%) PHP
5 1 (2.56%) VBScript
Qualifications
1 3 (7.69%) Degree
1 3 (7.69%) Security Cleared
2 1 (2.56%) MCP
2 1 (2.56%) MCSD
2 1 (2.56%) Microsoft Certification
Quality Assurance & Compliance
1 8 (20.51%) Data Quality
2 1 (2.56%) Disclosure Scotland
System Software
1 5 (12.82%) Oracle RAC
Vendors
1 18 (46.15%) Teradata
2 17 (43.59%) Informatica
2 17 (43.59%) Oracle
3 9 (23.08%) Microsoft
4 4 (10.26%) MicroStrategy
5 3 (7.69%) Cloudera
5 3 (7.69%) Cognos
5 3 (7.69%) Guidewire
6 2 (5.13%) Ab Initio
6 2 (5.13%) CA Agile Central
6 2 (5.13%) SAP
7 1 (2.56%) Actian
7 1 (2.56%) IBM
7 1 (2.56%) ParAccel
7 1 (2.56%) Sybase
7 1 (2.56%) Tableau
7 1 (2.56%) Talend
7 1 (2.56%) Zend