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 2 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
2 Dec 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 19 25 39
Rank change year-on-year
+6 +14
Contract jobs citing ETL 18 9 1
As % of all contract IT jobs located in Warrington 7.73% 3.47% 0.44%
As % of the Processes & Methodologies category 9.05% 4.05% 0.49%
Number of daily rates quoted 8 5 1
Median daily rate £388 £438 £450
Median daily rate % change year-on-year
-11.42% -2.77%
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £41.00 £38.50 £37.88
% change year-on-year
+6.49% +1.65%
ETL
Cheshire

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
199 222 203
As % of all contract IT jobs located in Warrington 85.41% 85.71% 90.22%
Number of daily rates quoted 159 168 98
Median daily rate £500 £500 £400
Median daily rate % change year-on-year
- +25.00%
90% offered a daily rate of more than £250 £325 £135
10% offered a daily rate of more than £675 £700 £518
UK excluding London median daily rate £413 £400 £385
% change year-on-year
+3.12% +3.89%
Number of hourly rates quoted 2 7 7
Median hourly rate £18.00 £17.00 £15.00
Median hourly rate % change year-on-year
+5.88% +13.33%
UK excluding London median hourly rate £30.00 £34.95 £25.00
% change year-on-year
-14.16% +39.80%

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
Daily Rate Histogram in Warrington

This chart provides a histogram of daily rates quoted in contract IT jobs citing ETL across the Warrington region over the 3 months to 2 December 2016.

ETL Daily Rate Histogram in Warrington

ETL
Top 30 Related IT Skills in Warrington

For the 6 months to 2 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 Warrington region with a requirement for ETL.

1 22 (75.86%) SQL
1 22 (75.86%) SQL Server
2 17 (58.62%) T-SQL
2 17 (58.62%) SQL Server Integration Services
3 16 (55.17%) SQL Server Reporting Services
4 15 (51.72%) High Availability
4 15 (51.72%) Microsoft
5 14 (48.28%) Data Warehouse
5 14 (48.28%) Business Intelligence
6 13 (44.83%) SQL Server Analysis Services
7 11 (37.93%) Finance
7 11 (37.93%) Replication
7 11 (37.93%) Database Mirroring
8 10 (34.48%) Windows
8 10 (34.48%) SQL Server 2008
9 9 (31.03%) Performance Tuning
9 9 (31.03%) PowerShell
10 6 (20.69%) Disaster Recovery
10 6 (20.69%) Banking
10 6 (20.69%) Team Foundation Server
11 5 (17.24%) Windows Server 2008
11 5 (17.24%) Web Services
11 5 (17.24%) MS Excel
11 5 (17.24%) SharePoint
11 5 (17.24%) IIS
11 5 (17.24%) Windows Server
11 5 (17.24%) Analytical Skills
12 4 (13.79%) Oracle
12 4 (13.79%) Crystal Reports
12 4 (13.79%) Cognos

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 (17.24%) IIS
1 5 (17.24%) SharePoint
2 2 (6.90%) Apache Pig
2 2 (6.90%) Apache Spark
Applications
1 5 (17.24%) MS Excel
2 1 (3.45%) MS Office
Cloud Services
1 2 (6.90%) Amazon AWS
1 2 (6.90%) Amazon EMR
1 2 (6.90%) Amazon S3
1 2 (6.90%) AWS Lambda
Communications & Networking
1 2 (6.90%) 2G
1 2 (6.90%) 3G
1 2 (6.90%) 4G
1 2 (6.90%) Ethernet
2 1 (3.45%) Broadband
2 1 (3.45%) LTE
2 1 (3.45%) Radio Access Network
Database & Business Intelligence
1 22 (75.86%) SQL Server
2 17 (58.62%) SQL Server Integration Services
3 16 (55.17%) SQL Server Reporting Services
4 14 (48.28%) Data Warehouse
5 13 (44.83%) SQL Server Analysis Services
6 10 (34.48%) SQL Server 2008
7 4 (13.79%) Crystal Reports
8 3 (10.34%) Hadoop
8 3 (10.34%) QlikView
8 3 (10.34%) SQL Server 2012
9 2 (6.90%) Apache Hive
9 2 (6.90%) Big Data
9 2 (6.90%) BusinessObjects
9 2 (6.90%) DataStage
9 2 (6.90%) HBase
9 2 (6.90%) MongoDB
9 2 (6.90%) NoSQL
9 2 (6.90%) OLAP
9 2 (6.90%) Oracle OLAP
9 2 (6.90%) Pentaho
Development Applications
1 6 (20.69%) Team Foundation Server
2 3 (10.34%) Visual Studio
3 1 (3.45%) Talend Open Studio
General
1 11 (37.93%) Finance
2 6 (20.69%) Banking
3 3 (10.34%) Advertising
3 3 (10.34%) Manufacturing
4 2 (6.90%) Telecoms
5 1 (3.45%) Retail
Job Titles
1 13 (44.83%) Developer
2 9 (31.03%) SQL Developer
3 8 (27.59%) DBA
3 8 (27.59%) SQL DBA
4 7 (24.14%) SSIS Developer
5 4 (13.79%) Analyst
5 4 (13.79%) SQL Analyst
6 3 (10.34%) Administrator
6 3 (10.34%) Architect
6 3 (10.34%) C# Developer
6 3 (10.34%) Consultant
6 3 (10.34%) Data Architect
6 3 (10.34%) SSRS Developer
6 3 (10.34%) T-SQL Developer
7 2 (6.90%) Analyst Developer
7 2 (6.90%) ETL Analyst
7 2 (6.90%) ETL Developer
7 2 (6.90%) Technical Analyst
7 2 (6.90%) Technical Consultant
7 2 (6.90%) Technical Developer
Libraries, Frameworks & Software Standards
1 5 (17.24%) Web Services
2 3 (10.34%) .NET
2 3 (10.34%) .NET Framework
2 3 (10.34%) ASP.NET
2 3 (10.34%) WinForms
2 3 (10.34%) WPF
3 1 (3.45%) MDX
Miscellaneous
1 11 (37.93%) Replication
2 5 (17.24%) Analytical Skills
3 3 (10.34%) Data Centre
3 3 (10.34%) Data Integration
4 2 (6.90%) Visualisation
5 1 (3.45%) iPad
Operating Systems
1 10 (34.48%) Windows
2 5 (17.24%) Windows Server
2 5 (17.24%) Windows Server 2008
3 2 (6.90%) Linux
3 2 (6.90%) Unix
Processes & Methodologies
1 15 (51.72%) High Availability
2 14 (48.28%) Business Intelligence
3 11 (37.93%) Database Mirroring
4 9 (31.03%) Performance Tuning
5 6 (20.69%) Disaster Recovery
6 4 (13.79%) Agile Software Development
6 4 (13.79%) Continuous Integration
6 4 (13.79%) Data Modelling
6 4 (13.79%) Database Tuning
7 3 (10.34%) Analytics
8 2 (6.90%) Business Analytics
8 2 (6.90%) Data Visualisation
8 2 (6.90%) MapReduce
8 2 (6.90%) Predictive Analytics
9 1 (3.45%) Data Architecture
9 1 (3.45%) Data Management
9 1 (3.45%) Data Migration
9 1 (3.45%) Enterprise Architecture
9 1 (3.45%) TDD
9 1 (3.45%) TOGAF
Programming Languages
1 22 (75.86%) SQL
2 17 (58.62%) T-SQL
3 9 (31.03%) PowerShell
4 3 (10.34%) C#
4 3 (10.34%) VB.NET
5 2 (6.90%) C
5 2 (6.90%) Perl
5 2 (6.90%) Python
6 1 (3.45%) PL/SQL
6 1 (3.45%) VBA
Qualifications
1 2 (6.90%) Security Cleared
2 1 (3.45%) BC Cleared
2 1 (3.45%) SC Cleared
Vendors
1 15 (51.72%) Microsoft
2 4 (13.79%) Cognos
2 4 (13.79%) Hyperion
2 4 (13.79%) Oracle
3 3 (10.34%) Teradata
4 2 (6.90%) Ab Initio
4 2 (6.90%) Actian
4 2 (6.90%) Huawei
4 2 (6.90%) Informatica
4 2 (6.90%) MicroStrategy
4 2 (6.90%) NEC
4 2 (6.90%) Nokia Networks
4 2 (6.90%) ParAccel
4 2 (6.90%) SAP
4 2 (6.90%) Sybase
4 2 (6.90%) Tableau
4 2 (6.90%) Tellabs
5 1 (3.45%) Ericsson
5 1 (3.45%) Nokia
5 1 (3.45%) Talend