The table below looks at the statistics for ETL skills in IT contracts advertised for the Edinburgh region. Included is a guide to the average contractor rates offered in IT contracts that have cited ETL over the 3 months to 27 November 2014 with a comparison to the same period in 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.

Location
3 months to
27 Nov 2014
Same period 2013 Same period 2012
Extract, Transform and Load (ETL)
Rank 68 46 46
Rank change year-on-year
-22 0
Contract jobs citing ETL 20 32 16
As % of all contract IT jobs located in Edinburgh 1.39% 2.66% 1.70%
As % of the Processes & Methodologies category 1.92% 3.78% 2.54%
Number of daily rates quoted 12 10 4
Average daily rate
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of your Daily Rate
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£400 £293 £274
Average daily rate % change year-on-year
+36.75% +6.84%
90% offered a daily rate of more than £317 £223 £268
10% offered a daily rate of more than £448 £338 £347
UK excluding London average daily rate £375 £365 £350
% change year-on-year
+2.73% +4.28%
Number of hourly rates quoted 0 1 0
Average hourly rate - £180.00 -
UK excluding London average hourly rate £37.88 £31.71 £36.00
% change year-on-year
+19.44% -11.91%
ETL
Scotland

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

Processes & Methodologies Category
Edinburgh
Contract IT job ads with a match in the
Processes & Methodologies category
1043 846 631
As % of all contract IT jobs located in Edinburgh 72.38% 70.27% 66.99%
Number of daily rates quoted 580 446 313
Average daily rate £396 £355 £350
Average daily rate % change year-on-year
+11.54% +1.42%
90% offered a daily rate of more than £288 £243 £240
10% offered a daily rate of more than £500 £500 £500
UK excluding London average daily rate £388 £363 £370
% change year-on-year
+6.89% -2.02%
Number of hourly rates quoted 5 20 13
Average hourly rate £22.50 £17.50 £20.75
Average hourly rate % change year-on-year
+28.57% -15.66%
90% offered a hourly rate of more than £11.50 £6.30 £12.50
10% offered a hourly rate of more than £90.00 £37.00 £37.00
UK excluding London average hourly rate £25.00 £27.50 £30.00
% change year-on-year
-9.09% -8.33%

ETL
Jobs Demand Trend in Edinburgh

This chart provides a 3-month moving total of IT contractor jobs citing ETL across the Edinburgh region as a proportion of the total demand within the Processes & Methodologies category.

ETL Jobs Demand Trend in Edinburgh

ETL
Daily Rate Trend in Edinburgh

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

ETL Daily Rate Trend in Edinburgh

ETL
Daily Rate Histogram in Edinburgh

This chart provides a histogram of daily rates quoted in contract IT jobs citing ETL across the Edinburgh region over the 3 months to 27 November 2014.

ETL Daily Rate Histogram in Edinburgh

ETL
Hourly Rate Trend in Edinburgh

This chart provides the 3-month moving average for hourly rates quoted in IT contractor jobs citing ETL across the Edinburgh region.

ETL Hourly Rate Trend in Edinburgh

ETL
Top 30 Related IT Skills in Edinburgh

For the 6 months to 27 November 2014, IT contractor jobs across the Edinburgh region citing ETL also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of contract IT job ads sampled that cited ETL.

1 29 (52.73%) SQL
2 28 (50.91%) Oracle
3 23 (41.82%) Finance
4 20 (36.36%) Migration
5 14 (25.45%) SQL Server
5 14 (25.45%) Business Intelligence
6 13 (23.64%) Banking
7 12 (21.82%) Asset Management
7 12 (21.82%) Data Warehouse
8 11 (20.00%) UNIX
8 11 (20.00%) Informatica
8 11 (20.00%) Data Management
8 11 (20.00%) Agile Software Development
8 11 (20.00%) Investment Management
9 10 (18.18%) Data Migration
9 10 (18.18%) Data Modelling
9 10 (18.18%) Markit EDM
10 8 (14.55%) Dimensional Modelling
10 8 (14.55%) OLAP
10 8 (14.55%) Analytical Skills
11 7 (12.73%) Stakeholder Management
11 7 (12.73%) Oracle OLAP
12 6 (10.91%) ISTQB
12 6 (10.91%) HP Quality Center
12 6 (10.91%) Test Strategy
12 6 (10.91%) Data Quality
12 6 (10.91%) Ab Initio
12 6 (10.91%) PL/SQL
12 6 (10.91%) ISEB
13 5 (9.09%) HP

ETL
Top Related IT Skills in Edinburgh by Category

For the 6 months to 27 November 2014, IT contractor jobs across the Edinburgh region citing ETL also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of contract IT job ads sampled that cited ETL. Up to 20 skills are shown per category.

Application Platforms
1 4 (7.27%) SAS
2 1 (1.82%) SharePoint
Applications
1 3 (5.45%) SPSS
2 1 (1.82%) MS Excel
2 1 (1.82%) MS PowerPoint
Business Applications
1 10 (18.18%) Markit EDM
2 1 (1.82%) Oracle EBS
Communications & Networking
1 5 (9.09%) FTP
Database & Business Intelligence
1 14 (25.45%) SQL Server
2 12 (21.82%) Data Warehouse
3 8 (14.55%) OLAP
4 7 (12.73%) Oracle OLAP
5 5 (9.09%) Star Schema
5 5 (9.09%) Oracle Discoverer
5 5 (9.09%) SQL Server Integration Services
5 5 (9.09%) OLAP Cube
6 4 (7.27%) Data Mart
7 3 (5.45%) DB2
7 3 (5.45%) SQL Server Reporting Services
7 3 (5.45%) Big Data
7 3 (5.45%) Oracle Database
8 2 (3.64%) Relational Database
8 2 (3.64%) SQL Server 2012
8 2 (3.64%) BODI
8 2 (3.64%) Oracle BI EE
8 2 (3.64%) BusinessObjects Web Intelligence
8 2 (3.64%) SQL Server Analysis Services
8 2 (3.64%) Oracle Database 11g
Development Applications
1 1 (1.82%) JDeveloper
1 1 (1.82%) ERwin
1 1 (1.82%) QuickTest Pro
General
1 23 (41.82%) Finance
2 13 (23.64%) Banking
3 5 (9.09%) Retail
4 4 (7.27%) Back Office
5 1 (1.82%) Front Office
5 1 (1.82%) Retail Banking
5 1 (1.82%) Marketing
5 1 (1.82%) Investment Banking
Job Titles
1 20 (36.36%) Analyst
2 19 (34.55%) Developer
3 15 (27.27%) Data Analyst
4 9 (16.36%) Test Analyst
4 9 (16.36%) Architect
4 9 (16.36%) ETL Developer
5 7 (12.73%) Data Migration Analyst
6 6 (10.91%) Business Analyst
7 5 (9.09%) Solutions Architect
8 4 (7.27%) Ab Initio Developer
8 4 (7.27%) Test Leader
8 4 (7.27%) Data Architect
9 3 (5.45%) Analyst Developer
9 3 (5.45%) Consultant
9 3 (5.45%) Designer
9 3 (5.45%) Business Intelligence Developer
10 2 (3.64%) Enterprise Architect
10 2 (3.64%) Data Modeller
10 2 (3.64%) Enterprise Data Architect
10 2 (3.64%) OBIEE Consultant
Libraries, Frameworks & Software Standards
1 3 (5.45%) XML
2 1 (1.82%) Struts
2 1 (1.82%) J2EE
2 1 (1.82%) TopLink
2 1 (1.82%) RESTful
Miscellaneous
1 8 (14.55%) Analytical Skills
2 3 (5.45%) Social Media
2 3 (5.45%) Data Integration
2 3 (5.45%) Reference Data
3 1 (1.82%) Management Information System
3 1 (1.82%) Credit Risk
3 1 (1.82%) Data Extraction
Operating Systems
1 11 (20.00%) UNIX
Processes & Methodologies
1 20 (36.36%) Migration
2 14 (25.45%) Business Intelligence
3 12 (21.82%) Asset Management
4 11 (20.00%) Data Management
4 11 (20.00%) Agile Software Development
4 11 (20.00%) Investment Management
5 10 (18.18%) Data Migration
5 10 (18.18%) Data Modelling
6 8 (14.55%) Dimensional Modelling
7 7 (12.73%) Stakeholder Management
8 6 (10.91%) Test Strategy
9 5 (9.09%) Data Mapping
9 5 (9.09%) Data Cleansing
9 5 (9.09%) Master Data Management
10 4 (7.27%) Analytics
10 4 (7.27%) Data Architecture
10 4 (7.27%) Stakeholder Engagement
11 3 (5.45%) CRM
11 3 (5.45%) Data Security
11 3 (5.45%) Information Architecture
Programming Languages
1 29 (52.73%) SQL
2 6 (10.91%) PL/SQL
3 3 (5.45%) T-SQL
4 1 (1.82%) Java
4 1 (1.82%) VBA
4 1 (1.82%) Shell Script
Qualifications
1 6 (10.91%) ISTQB
1 6 (10.91%) ISEB
2 1 (1.82%) Degree
Quality Assurance & Compliance
1 6 (10.91%) Data Quality
Systems Management
1 6 (10.91%) HP Quality Center
Vendors
1 28 (50.91%) Oracle
2 11 (20.00%) Informatica
3 6 (10.91%) Ab Initio
4 5 (9.09%) HP
4 5 (9.09%) Microsoft
4 5 (9.09%) Sybase
5 4 (7.27%) Cognos
6 3 (5.45%) Business Objects
6 3 (5.45%) SAP
6 3 (5.45%) Teradata
6 3 (5.45%) CheckPoint
7 2 (3.64%) Tableau
8 1 (1.82%) IBM
8 1 (1.82%) Charles River
8 1 (1.82%) Netezza