The table below looks at the statistics for ETL skills in IT contracts advertised for the Warrington region. Included is a guide to the contractor rates offered in IT contracts that have cited ETL over the 3 months to 22 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
22 Jan 2017
Same period 2016 Same period 2015
Extract, Transform and Load (ETL)
Cheshire / Warrington
Rank 13 32 34
Rank change year-on-year
+19 +2
Contract jobs citing ETL 6 8 2
As % of all contract IT jobs located in Warrington 4.65% 2.59% 0.90%
As % of the Processes & Methodologies category 6.19% 3.07% 1.08%
Number of daily rates quoted 4 6 2
Median daily rate £388 £379 £400
Median daily rate % change year-on-year
+2.31% -5.31%
UK excluding London median daily rate £403 £388 £388
% change year-on-year
+3.87% -
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 Warrington region.

Processes & Methodologies Category
Warrington
Contract IT job ads with a match in the
Processes & Methodologies category
97 261 186
As % of all contract IT jobs located in Warrington 75.19% 84.47% 84.16%
Number of daily rates quoted 72 172 101
Median daily rate £373 £500 £400
Median daily rate % change year-on-year
-25.50% +25.00%
90% offered a daily rate of more than £130 £325 £275
10% offered a daily rate of more than £550 £700 £500
UK excluding London median daily rate £405 £400 £393
% change year-on-year
+1.25% +1.91%
Number of hourly rates quoted 1 6 4
Median hourly rate £18.00 £18.00 £10.00
Median hourly rate % change year-on-year
- +80.00%
UK excluding London median hourly rate £35.00 £40.00 £26.00
% change year-on-year
-12.50% +53.84%

ETL
Jobs Demand Trend in Warrington

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

ETL Jobs Demand Trend in Warrington

ETL
Daily Rate Trend in Warrington

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

ETL Daily Rate Trend in Warrington

ETL
Top 30 Related IT Skills in Warrington

For the 6 months to 22 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 Warrington region with a requirement for ETL.

1 22 (81.48%) SQL Server
2 19 (70.37%) SQL
3 15 (55.56%) T-SQL
3 15 (55.56%) SQL Server Integration Services
3 15 (55.56%) High Availability
4 14 (51.85%) SQL Server Reporting Services
4 14 (51.85%) Microsoft
5 12 (44.44%) Data Warehouse
6 11 (40.74%) Business Intelligence
6 11 (40.74%) Windows
6 11 (40.74%) Finance
6 11 (40.74%) Replication
6 11 (40.74%) SQL Server Analysis Services
6 11 (40.74%) Database Mirroring
7 10 (37.04%) SQL Server 2008
8 9 (33.33%) PowerShell
8 9 (33.33%) Performance Tuning
9 6 (22.22%) Disaster Recovery
9 6 (22.22%) Team Foundation Server
9 6 (22.22%) Banking
10 5 (18.52%) Windows Server 2008
10 5 (18.52%) Analytical Skills
10 5 (18.52%) Web Services
10 5 (18.52%) MS Excel
10 5 (18.52%) SharePoint
10 5 (18.52%) IIS
10 5 (18.52%) Windows Server
11 4 (14.81%) Visual Studio
11 4 (14.81%) Crystal Reports
11 4 (14.81%) VB.NET

ETL
Top Related IT Skills in Warrington 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 (18.52%) IIS
1 5 (18.52%) SharePoint
2 2 (7.41%) Apache Pig
2 2 (7.41%) Apache Spark
Applications
1 5 (18.52%) MS Excel
2 1 (3.70%) MS Office
Cloud Services
1 2 (7.41%) Amazon AWS
1 2 (7.41%) Amazon EMR
1 2 (7.41%) Amazon S3
1 2 (7.41%) AWS Lambda
Communications & Networking
1 2 (7.41%) 2G
1 2 (7.41%) 3G
1 2 (7.41%) 4G
1 2 (7.41%) Ethernet
2 1 (3.70%) Broadband
2 1 (3.70%) LTE
2 1 (3.70%) Radio Access Network
Database & Business Intelligence
1 22 (81.48%) SQL Server
2 15 (55.56%) SQL Server Integration Services
3 14 (51.85%) SQL Server Reporting Services
4 12 (44.44%) Data Warehouse
5 11 (40.74%) SQL Server Analysis Services
6 10 (37.04%) SQL Server 2008
7 4 (14.81%) Crystal Reports
8 3 (11.11%) Hadoop
8 3 (11.11%) SQL Server 2012
9 2 (7.41%) Apache Hive
9 2 (7.41%) Big Data
9 2 (7.41%) BusinessObjects
9 2 (7.41%) DataStage
9 2 (7.41%) HBase
9 2 (7.41%) MongoDB
9 2 (7.41%) NoSQL
9 2 (7.41%) OLAP
9 2 (7.41%) Oracle OLAP
9 2 (7.41%) Pentaho
9 2 (7.41%) QlikView
Development Applications
1 6 (22.22%) Team Foundation Server
2 4 (14.81%) Visual Studio
General
1 11 (40.74%) Finance
2 6 (22.22%) Banking
3 4 (14.81%) Manufacturing
4 2 (7.41%) Advertising
4 2 (7.41%) Telecoms
5 1 (3.70%) Retail
Job Titles
1 12 (44.44%) Developer
2 8 (29.63%) DBA
2 8 (29.63%) SQL DBA
3 7 (25.93%) SQL Developer
4 5 (18.52%) SSIS Developer
5 4 (14.81%) Analyst
5 4 (14.81%) C# Developer
5 4 (14.81%) SQL Analyst
6 3 (11.11%) Administrator
6 3 (11.11%) Architect
6 3 (11.11%) Data Architect
7 2 (7.41%) Analyst Developer
7 2 (7.41%) Consultant
7 2 (7.41%) ETL Analyst
7 2 (7.41%) ETL Developer
7 2 (7.41%) Technical Analyst
7 2 (7.41%) Technical Consultant
7 2 (7.41%) Technical Developer
7 2 (7.41%) T-SQL Developer
8 1 (3.70%) SQL Support Analyst
Libraries, Frameworks & Software Standards
1 5 (18.52%) Web Services
2 4 (14.81%) .NET
2 4 (14.81%) .NET Framework
2 4 (14.81%) ASP.NET
2 4 (14.81%) WinForms
2 4 (14.81%) WPF
3 1 (3.70%) MDX
Miscellaneous
1 11 (40.74%) Replication
2 5 (18.52%) Analytical Skills
3 3 (11.11%) Data Centre
4 2 (7.41%) Data Integration
4 2 (7.41%) Visualisation
Operating Systems
1 11 (40.74%) Windows
2 5 (18.52%) Windows Server
2 5 (18.52%) Windows Server 2008
3 2 (7.41%) Linux
3 2 (7.41%) Unix
Processes & Methodologies
1 15 (55.56%) High Availability
2 11 (40.74%) Business Intelligence
2 11 (40.74%) Database Mirroring
3 9 (33.33%) Performance Tuning
4 6 (22.22%) Disaster Recovery
5 4 (14.81%) Agile Software Development
5 4 (14.81%) Continuous Integration
5 4 (14.81%) Database Tuning
6 3 (11.11%) Analytics
7 2 (7.41%) Business Analytics
7 2 (7.41%) Data Modelling
7 2 (7.41%) Data Visualisation
7 2 (7.41%) MapReduce
7 2 (7.41%) Predictive Analytics
8 1 (3.70%) Data Management
8 1 (3.70%) Data Migration
8 1 (3.70%) Enterprise Architecture
8 1 (3.70%) Project Management
8 1 (3.70%) TDD
8 1 (3.70%) TOGAF
Programming Languages
1 19 (70.37%) SQL
2 15 (55.56%) T-SQL
3 9 (33.33%) PowerShell
4 4 (14.81%) C#
4 4 (14.81%) VB.NET
5 2 (7.41%) C
5 2 (7.41%) Perl
5 2 (7.41%) Python
6 1 (3.70%) VBA
Qualifications
1 2 (7.41%) Security Cleared
2 1 (3.70%) BC Cleared
2 1 (3.70%) SC Cleared
Vendors
1 14 (51.85%) Microsoft
2 4 (14.81%) Cognos
2 4 (14.81%) Hyperion
3 3 (11.11%) Oracle
3 3 (11.11%) Teradata
4 2 (7.41%) Ab Initio
4 2 (7.41%) Actian
4 2 (7.41%) Huawei
4 2 (7.41%) Informatica
4 2 (7.41%) MicroStrategy
4 2 (7.41%) NEC
4 2 (7.41%) Nokia Networks
4 2 (7.41%) ParAccel
4 2 (7.41%) SAP
4 2 (7.41%) Sybase
4 2 (7.41%) Tellabs
5 1 (3.70%) Ericsson
5 1 (3.70%) Nokia