The table below looks at the statistics for ETL skills in IT contracts advertised for the Liverpool region. Included is a guide to the contractor rates offered in IT contracts that have cited ETL over the 3 months to 28 September 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
28 Sep 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 23 22 25
Rank change year-on-year
-1 +3
Contract jobs citing ETL 8 17 5
As % of all contract IT jobs located in Liverpool 3.69% 5.63% 2.59%
As % of the Processes & Methodologies category 4.82% 7.20% 3.47%
Number of daily rates quoted 4 9 1
Median daily rate £350 £275 £350
Median daily rate % change year-on-year
+27.27% -21.42%
UK excluding London median daily rate £400 £400 £350
% change year-on-year
- +14.28%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £48.00 £29.50 £67.00
% change year-on-year
+62.71% -55.97%
ETL
Merseyside

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

Processes & Methodologies Category
Liverpool
Contract IT job ads with a match in the
Processes & Methodologies category
166 236 144
As % of all contract IT jobs located in Liverpool 76.50% 78.15% 74.61%
Number of daily rates quoted 107 139 92
Median daily rate £388 £350 £350
Median daily rate % change year-on-year
+10.71% -
90% offered a daily rate of more than £300 £175 £265
10% offered a daily rate of more than £520 £475 £475
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 3 4 3
Median hourly rate £22.85 £30.19 £26.50
Median hourly rate % change year-on-year
-24.32% +13.92%
90% offered a hourly rate of more than £15.00 £12.40 £20.80
10% offered a hourly rate of more than £23.54 £135.00 £30.00
UK excluding London median hourly rate £32.50 £33.64 £26.25
% change year-on-year
-3.38% +28.15%

ETL
Jobs Demand Trend in Liverpool

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

ETL Jobs Demand Trend in Liverpool

ETL
Daily Rate Trend in Liverpool

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

ETL Daily Rate Trend in Liverpool

ETL
Top 30 Related IT Skills in Liverpool

For the 6 months to 28 September 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 Liverpool region with a requirement for ETL.

1 10 (62.50%) SQL
2 8 (50.00%) Oracle
3 7 (43.75%) SQL Server
3 7 (43.75%) Migration
3 7 (43.75%) SQL Server Integration Services
4 6 (37.50%) Data Migration
5 5 (31.25%) SQL Server Reporting Services
5 5 (31.25%) PL/SQL
5 5 (31.25%) Microsoft
5 5 (31.25%) Talend Open Studio
5 5 (31.25%) Talend
6 4 (25.00%) Business Intelligence
6 4 (25.00%) Change Management
6 4 (25.00%) Data Modelling
6 4 (25.00%) Unix
6 4 (25.00%) Agile Software Development
6 4 (25.00%) Data Analysis
7 3 (18.75%) Oracle Database 11g
7 3 (18.75%) Data Extraction
7 3 (18.75%) Data Mapping
7 3 (18.75%) Web Services
7 3 (18.75%) XML
7 3 (18.75%) T-SQL
7 3 (18.75%) Java
7 3 (18.75%) Finance
7 3 (18.75%) Oracle Database
7 3 (18.75%) Relational Database
7 3 (18.75%) Data Warehouse
8 2 (12.50%) Records Management
8 2 (12.50%) Virtual Team

ETL
Top Related IT Skills in Liverpool 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 2 (12.50%) Oracle Service Bus
2 1 (6.25%) SAS
Applications
1 2 (12.50%) MS Excel
Business Applications
1 1 (6.25%) Dynamics CRM
1 1 (6.25%) Oracle EBS
Database & Business Intelligence
1 7 (43.75%) SQL Server
1 7 (43.75%) SQL Server Integration Services
2 5 (31.25%) SQL Server Reporting Services
3 3 (18.75%) Data Warehouse
3 3 (18.75%) Oracle Database
3 3 (18.75%) Oracle Database 11g
3 3 (18.75%) Relational Database
4 2 (12.50%) Pentaho
4 2 (12.50%) RDBMS
4 2 (12.50%) SQL Server 2012
4 2 (12.50%) SQL Server Analysis Services
5 1 (6.25%) Essbase
5 1 (6.25%) Oracle Database 10g
5 1 (6.25%) PostgreSQL
5 1 (6.25%) Power BI
5 1 (6.25%) PowerCenter
5 1 (6.25%) SAS Data Integration Studio
5 1 (6.25%) Siebel EIM
5 1 (6.25%) SQL Server 2008
5 1 (6.25%) Star Schema
Development Applications
1 5 (31.25%) Talend Open Studio
2 2 (12.50%) JIRA
General
1 3 (18.75%) Finance
2 2 (12.50%) Advertising
3 1 (6.25%) Back Office
3 1 (6.25%) Games
Job Titles
1 15 (93.75%) Developer
2 5 (31.25%) ETL Developer
3 4 (25.00%) Business Intelligence Developer
3 4 (25.00%) SQL Developer
4 2 (12.50%) Analyst
4 2 (12.50%) Analyst Developer
4 2 (12.50%) Data Analyst
4 2 (12.50%) Integration Developer
4 2 (12.50%) SQL Analyst
4 2 (12.50%) SQL Data Analyst
5 1 (6.25%) C# .NET Developer
5 1 (6.25%) Data Migration Developer
5 1 (6.25%) Migration Specialist
5 1 (6.25%) Oracle Specialist
5 1 (6.25%) Power BI Developer
5 1 (6.25%) SAS Data Integration Studio Developer
5 1 (6.25%) SAS ETL Developer
5 1 (6.25%) SQL BI Developer
5 1 (6.25%) SSIS Specialist
5 1 (6.25%) Talend Developer
Libraries, Frameworks & Software Standards
1 3 (18.75%) Web Services
1 3 (18.75%) XML
2 1 (6.25%) .NET
2 1 (6.25%) XSLT
Miscellaneous
1 3 (18.75%) Data Extraction
2 2 (12.50%) Analytical Skills
2 2 (12.50%) Data Structures
2 2 (12.50%) Enterprise Software
2 2 (12.50%) Virtual Team
3 1 (6.25%) Visualisation
Operating Systems
1 4 (25.00%) Unix
2 2 (12.50%) Solaris
Processes & Methodologies
1 7 (43.75%) Migration
2 6 (37.50%) Data Migration
3 4 (25.00%) Agile Software Development
3 4 (25.00%) Business Intelligence
3 4 (25.00%) Change Management
3 4 (25.00%) Data Analysis
3 4 (25.00%) Data Modelling
4 3 (18.75%) Data Mapping
5 2 (12.50%) CRM
5 2 (12.50%) Enterprise Architecture
5 2 (12.50%) ITIL
5 2 (12.50%) Kimball Methodology
5 2 (12.50%) Performance Tuning
5 2 (12.50%) Records Management
5 2 (12.50%) System Integration Testing
5 2 (12.50%) User Acceptance Testing
6 1 (6.25%) Analytics
6 1 (6.25%) Data Visualisation
6 1 (6.25%) Database Tuning
6 1 (6.25%) Logical Data Model
Programming Languages
1 10 (62.50%) SQL
2 5 (31.25%) PL/SQL
3 3 (18.75%) Java
3 3 (18.75%) T-SQL
4 2 (12.50%) Shell Script
5 1 (6.25%) C#
5 1 (6.25%) PowerShell
Qualifications
1 2 (12.50%) SC Cleared
1 2 (12.50%) Security Cleared
Quality Assurance & Compliance
1 1 (6.25%) Data Quality
Vendors
1 8 (50.00%) Oracle
2 5 (31.25%) Microsoft
2 5 (31.25%) Talend
3 2 (12.50%) Informatica
3 2 (12.50%) Siebel
4 1 (6.25%) Symantec
4 1 (6.25%) Tableau