The table below looks at the statistics for ETL skills in IT contracts advertised for the Merseyside region. Included is a guide to the contractor rates offered in IT contracts that have cited ETL over the 3 months to 29 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
29 Sep 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 27 27 32
Rank change year-on-year
0 +5
Contract jobs citing ETL 13 17 5
As % of all contract IT jobs located in Merseyside 4.19% 4.49% 1.95%
As % of the Processes & Methodologies category 5.28% 5.84% 2.69%
Number of daily rates quoted 6 10 1
Median daily rate £350 £300 £350
Median daily rate % change year-on-year
+16.66% -14.28%
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
North West

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

Processes & Methodologies Category
Merseyside
Contract IT job ads with a match in the
Processes & Methodologies category
246 291 186
As % of all contract IT jobs located in Merseyside 79.35% 76.78% 72.37%
Number of daily rates quoted 149 162 108
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 £500
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 4 4 7
Median hourly rate £22.00 £30.19 £25.00
Median hourly rate % change year-on-year
-27.12% +20.76%
90% offered a hourly rate of more than £15.00 £12.40 £10.50
10% offered a hourly rate of more than £23.31 £135.00 £30.00
UK excluding London median hourly rate £32.66 £34.00 £26.00
% change year-on-year
-3.95% +30.76%

ETL
Jobs Demand Trend in Merseyside

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

ETL Jobs Demand Trend in Merseyside

ETL
Daily Rate Trend in Merseyside

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

ETL Daily Rate Trend in Merseyside

ETL
Daily Rate Histogram in Merseyside

This chart provides a histogram of daily rates quoted in contract IT jobs citing ETL across the Merseyside region over the 3 months to 29 September 2016.

ETL Daily Rate Histogram in Merseyside

ETL
Contract Job Locations in Merseyside

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing ETL within the Merseyside region over the 3 months to 29 September 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
Liverpool -3 7 £350 +16.66%
Wirral - 3 £275 -
ETL
North West

ETL
Top 30 Related IT Skills in Merseyside

For the 6 months to 29 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 Merseyside region with a requirement for ETL.

1 13 (56.52%) SQL
2 10 (43.48%) SQL Server
2 10 (43.48%) Migration
2 10 (43.48%) SQL Server Integration Services
3 9 (39.13%) Data Migration
4 8 (34.78%) Oracle
5 6 (26.09%) SQL Server Reporting Services
5 6 (26.09%) Talend Open Studio
5 6 (26.09%) Talend
6 5 (21.74%) Data Structures
6 5 (21.74%) Agile Software Development
6 5 (21.74%) PL/SQL
6 5 (21.74%) Data Modelling
6 5 (21.74%) Business Intelligence
6 5 (21.74%) Microsoft
7 4 (17.39%) Change Management
7 4 (17.39%) Unix
7 4 (17.39%) Web Services
7 4 (17.39%) XML
7 4 (17.39%) T-SQL
7 4 (17.39%) Java
7 4 (17.39%) Data Warehouse
7 4 (17.39%) Data Analysis
7 4 (17.39%) Data Extraction
7 4 (17.39%) Data Quality
7 4 (17.39%) Records Management
8 3 (13.04%) Virtual Team
8 3 (13.04%) Relational Database
8 3 (13.04%) Data Mapping
8 3 (13.04%) Enterprise Software

ETL
Top Related IT Skills in Merseyside 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 (8.70%) Oracle Service Bus
2 1 (4.35%) SAS
Applications
1 2 (8.70%) MS Excel
Business Applications
1 1 (4.35%) Dynamics CRM
1 1 (4.35%) Oracle EBS
Database & Business Intelligence
1 10 (43.48%) SQL Server
1 10 (43.48%) SQL Server Integration Services
2 6 (26.09%) SQL Server Reporting Services
3 4 (17.39%) Data Warehouse
4 3 (13.04%) Oracle Database
4 3 (13.04%) Oracle Database 11g
4 3 (13.04%) Relational Database
5 2 (8.70%) Pentaho
5 2 (8.70%) RDBMS
5 2 (8.70%) SQL Server 2012
5 2 (8.70%) SQL Server Analysis Services
6 1 (4.35%) Essbase
6 1 (4.35%) Oracle Database 10g
6 1 (4.35%) PostgreSQL
6 1 (4.35%) Power BI
6 1 (4.35%) PowerCenter
6 1 (4.35%) SAS Data Integration Studio
6 1 (4.35%) Siebel EIM
6 1 (4.35%) SQL Server 2008
6 1 (4.35%) Star Schema
Development Applications
1 6 (26.09%) Talend Open Studio
2 2 (8.70%) JIRA
General
1 3 (13.04%) Finance
2 2 (8.70%) Advertising
3 1 (4.35%) Back Office
3 1 (4.35%) Games
Job Titles
1 21 (91.30%) Developer
2 9 (39.13%) ETL Developer
3 5 (21.74%) SQL Developer
4 4 (17.39%) Business Intelligence Developer
5 2 (8.70%) Analyst
5 2 (8.70%) Analyst Developer
5 2 (8.70%) Data Analyst
5 2 (8.70%) Data Warehouse Developer
5 2 (8.70%) Integration Developer
5 2 (8.70%) SQL Analyst
5 2 (8.70%) SQL Data Analyst
5 2 (8.70%) Talend Developer
6 1 (4.35%) .NET Developer
6 1 (4.35%) C# Developer
6 1 (4.35%) Java Developer
6 1 (4.35%) Oracle Developer
6 1 (4.35%) SQL Server Specialist
6 1 (4.35%) SSIS Developer
6 1 (4.35%) SSIS Specialist
6 1 (4.35%) SSRS Developer
Libraries, Frameworks & Software Standards
1 4 (17.39%) Web Services
1 4 (17.39%) XML
2 2 (8.70%) .NET
2 2 (8.70%) XSLT
Miscellaneous
1 5 (21.74%) Data Structures
2 4 (17.39%) Data Extraction
3 3 (13.04%) Enterprise Software
3 3 (13.04%) Virtual Team
4 2 (8.70%) Analytical Skills
4 2 (8.70%) Data Integration
5 1 (4.35%) Visualisation
Operating Systems
1 4 (17.39%) Unix
2 2 (8.70%) Solaris
Processes & Methodologies
1 10 (43.48%) Migration
2 9 (39.13%) Data Migration
3 5 (21.74%) Agile Software Development
3 5 (21.74%) Business Intelligence
3 5 (21.74%) Data Modelling
4 4 (17.39%) Change Management
4 4 (17.39%) Data Analysis
4 4 (17.39%) Records Management
5 3 (13.04%) Data Mapping
5 3 (13.04%) Information Management
6 2 (8.70%) Data Management
6 2 (8.70%) Enterprise Architecture
6 2 (8.70%) ITIL
6 2 (8.70%) Kimball Methodology
6 2 (8.70%) Logical Data Model
6 2 (8.70%) Performance Tuning
6 2 (8.70%) Physical Data Model
6 2 (8.70%) System Integration Testing
6 2 (8.70%) Unit Testing
6 2 (8.70%) User Acceptance Testing
Programming Languages
1 13 (56.52%) SQL
2 5 (21.74%) PL/SQL
3 4 (17.39%) Java
3 4 (17.39%) T-SQL
4 2 (8.70%) C#
4 2 (8.70%) PowerShell
4 2 (8.70%) Shell Script
Qualifications
1 2 (8.70%) SC Cleared
1 2 (8.70%) Security Cleared
Quality Assurance & Compliance
1 4 (17.39%) Data Quality
Vendors
1 8 (34.78%) Oracle
2 6 (26.09%) Talend
3 5 (21.74%) Microsoft
4 2 (8.70%) Informatica
4 2 (8.70%) Siebel
5 1 (4.35%) Symantec
5 1 (4.35%) Tableau