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 27 February 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
27 Feb 2017
Same period 2016 Same period 2015
Extract, Transform and Load (ETL)
UK / Wales
Rank 55 63 38
Rank change year-on-year
+8 -25
Contract jobs citing ETL 10 11 27
As % of all contract IT jobs located in Wales 1.43% 1.64% 3.80%
As % of the Processes & Methodologies category 1.76% 1.86% 5.07%
Number of daily rates quoted 8 9 21
Median daily rate £498 £375 £325
Median daily rate % change year-on-year
+32.66% +15.38%
90% offered a daily rate of more than £325 £305 £255
10% offered a daily rate of more than £504 £425 £425
UK excluding London median daily rate £400 £400 £400
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £39.00 £59.50 £40.00
% change year-on-year
-34.45% +48.75%

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
567 590 533
As % of all contract IT jobs located in Wales 81.23% 87.80% 74.96%
Number of daily rates quoted 424 421 297
Median daily rate £388 £350 £375
Median daily rate % change year-on-year
+10.71% -6.66%
90% offered a daily rate of more than £185 £240 £246
10% offered a daily rate of more than £525 £450 £500
UK excluding London median daily rate £408 £400 £399
% change year-on-year
+1.87% +0.29%
Number of hourly rates quoted 27 27 17
Median hourly rate £25.00 £47.00 £15.25
Median hourly rate % change year-on-year
-46.80% +208.19%
90% offered a hourly rate of more than £15.90 £13.00 £11.00
10% offered a hourly rate of more than £55.00 £66.00 £31.30
UK excluding London median hourly rate £36.00 £40.00 £29.00
% change year-on-year
-10.00% +37.93%

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 27 February 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 27 February 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 +18 10 £498 +32.66% 1
ETL
UK

ETL
Top 30 Related IT Skills in Wales

For the 6 months to 27 February 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%) Data Warehouse
2 25 (71.43%) SQL
3 22 (62.86%) Oracle
3 22 (62.86%) Informatica
3 22 (62.86%) Teradata
4 19 (54.29%) SQL Server Integration Services
5 15 (42.86%) Business Intelligence
5 15 (42.86%) Data Quality
6 13 (37.14%) SQL Server
7 12 (34.29%) PowerCenter
8 11 (31.43%) Data Analysis
9 10 (28.57%) SQL Server Reporting Services
9 10 (28.57%) Oracle Database
9 10 (28.57%) ETL Development
9 10 (28.57%) Database Tuning
10 9 (25.71%) Data Mapping
10 9 (25.71%) Analytics
10 9 (25.71%) Ab Initio
10 9 (25.71%) XML
11 8 (22.86%) MicroStrategy
11 8 (22.86%) Microsoft
11 8 (22.86%) BusinessObjects
11 8 (22.86%) PowerExchange
11 8 (22.86%) Linux
11 8 (22.86%) Migration
11 8 (22.86%) Tableau
11 8 (22.86%) Data Migration
11 8 (22.86%) QlikView
11 8 (22.86%) Change Data Capture
12 7 (20.00%) Data Architecture

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 6 (17.14%) SAS
3 3 (8.57%) Apache Spark
4 2 (5.71%) Apache
5 1 (2.86%) Apache Pig
5 1 (2.86%) Luigi
Applications
1 2 (5.71%) MS Excel
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 29 (82.86%) Data Warehouse
2 19 (54.29%) SQL Server Integration Services
3 13 (37.14%) SQL Server
4 12 (34.29%) PowerCenter
5 10 (28.57%) Oracle Database
5 10 (28.57%) SQL Server Reporting Services
6 8 (22.86%) BusinessObjects
6 8 (22.86%) QlikView
7 7 (20.00%) Hadoop
8 3 (8.57%) SQL Server 2014
9 2 (5.71%) Big Data
9 2 (5.71%) Enterprise Data Warehouse
9 2 (5.71%) HBase
9 2 (5.71%) SQL Server Analysis Services
10 1 (2.86%) Apache Hive
10 1 (2.86%) MongoDB
10 1 (2.86%) NoSQL
10 1 (2.86%) Oracle OLAP
10 1 (2.86%) Pentaho
10 1 (2.86%) SQL Server 2012
Development Applications
1 7 (20.00%) ERwin
2 6 (17.14%) SQL Server Management Studio (SSMS)
3 1 (2.86%) Talend Open Studio
3 1 (2.86%) Team Foundation Server
General
1 4 (11.43%) Advertising
2 3 (8.57%) Finance
3 1 (2.86%) Retail
Job Titles
1 12 (34.29%) Consultant
2 11 (31.43%) Developer
3 10 (28.57%) Informatica Consultant
4 9 (25.71%) Architect
5 8 (22.86%) Data Architect
6 7 (20.00%) Data Warehouse Developer
7 4 (11.43%) SQL Developer
8 3 (8.57%) ETL Consultant
8 3 (8.57%) ETL Developer
9 2 (5.71%) Data Consultant
9 2 (5.71%) DBA
9 2 (5.71%) Oracle Consultant
9 2 (5.71%) SQL DBA
9 2 (5.71%) SSIS Developer
9 2 (5.71%) Teradata Architect
9 2 (5.71%) Teradata Consultant
10 1 (2.86%) Database Architect
10 1 (2.86%) Financial Analyst
10 1 (2.86%) Informatica Developer
10 1 (2.86%) Service Analyst
Libraries, Frameworks & Software Standards
1 9 (25.71%) XML
2 6 (17.14%) XML Schema
2 6 (17.14%) XSD
3 1 (2.86%) JSON
3 1 (2.86%) Kafka
Miscellaneous
1 4 (11.43%) iSeries
2 2 (5.71%) Computer Science
3 1 (2.86%) Analytical Skills
3 1 (2.86%) Data Centre
3 1 (2.86%) Fintech
3 1 (2.86%) NHS
Operating Systems
1 8 (22.86%) Linux
2 5 (14.29%) Windows
3 1 (2.86%) Unix
Processes & Methodologies
1 15 (42.86%) Business Intelligence
2 11 (31.43%) Data Analysis
3 10 (28.57%) Database Tuning
3 10 (28.57%) ETL Development
4 9 (25.71%) Analytics
4 9 (25.71%) Data Mapping
5 8 (22.86%) Change Data Capture
5 8 (22.86%) Data Migration
5 8 (22.86%) Migration
6 7 (20.00%) Data Architecture
6 7 (20.00%) Data Management
6 7 (20.00%) Quality Management
7 6 (17.14%) Data Analytics
7 6 (17.14%) Data Modelling
7 6 (17.14%) Dimensional Modelling
8 5 (14.29%) Technical Architecture
8 5 (14.29%) TOGAF
9 3 (8.57%) Translating Business Requirements
10 2 (5.71%) Data Integration
10 2 (5.71%) Informatics
Programming Languages
1 25 (71.43%) SQL
2 3 (8.57%) PowerShell
2 3 (8.57%) T-SQL
3 2 (5.71%) Python
4 1 (2.86%) Bash Shell
4 1 (2.86%) C
4 1 (2.86%) Java
4 1 (2.86%) Perl
Qualifications
1 2 (5.71%) Degree
1 2 (5.71%) Security Cleared
Quality Assurance & Compliance
1 15 (42.86%) Data Quality
2 1 (2.86%) Disclosure Scotland
System Software
1 5 (14.29%) Oracle RAC
Vendors
1 22 (62.86%) Informatica
1 22 (62.86%) Oracle
1 22 (62.86%) Teradata
2 9 (25.71%) Ab Initio
3 8 (22.86%) Microsoft
3 8 (22.86%) MicroStrategy
3 8 (22.86%) Tableau
4 6 (17.14%) Netezza
5 2 (5.71%) SAP
6 1 (2.86%) Actian
6 1 (2.86%) Cloudera
6 1 (2.86%) Cognos
6 1 (2.86%) ParAccel
6 1 (2.86%) RedGate
6 1 (2.86%) Sybase
6 1 (2.86%) Talend