The table below looks at the statistics for ETL skills in IT contracts advertised for the Scotland region. Included is a guide to the average contractor rates offered in IT contracts that have cited ETL over the 3 months to 24 October 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
24 Oct 2014
Same period 2013 Same period 2012
Extract, Transform and Load (ETL)
Rank 57 75 68
Rank change year-on-year
+18 -7
Contract jobs citing ETL 74 41 45
As % of all contract IT jobs located in Scotland 2.68% 1.62% 1.84%
As % of the Processes & Methodologies category 3.65% 2.37% 2.74%
Number of daily rates quoted 42 14 19
Average daily rate
Keep up to 90%
of your Daily Rate
Get a Free Illustration
£350 £300 £338
Average daily rate % change year-on-year
+16.66% -11.11%
90% offered a daily rate of more than £266 £258 £285
10% offered a daily rate of more than £446 £396 £425
UK excluding London average daily rate £350 £375 £350
% change year-on-year
-6.66% +7.14%
Number of hourly rates quoted 0 1 0
Average hourly rate - £180.00 -
UK excluding London average hourly rate £67.00 £32.50 £51.00
% change year-on-year
+106.15% -36.27%
ETL
UK

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

Processes & Methodologies Category
Scotland
Contract IT job ads with a match in the
Processes & Methodologies category
2025 1733 1643
As % of all contract IT jobs located in Scotland 73.42% 68.55% 67.31%
Number of daily rates quoted 1136 850 826
Average daily rate £385 £370 £338
Average daily rate % change year-on-year
+4.05% +9.62%
90% offered a daily rate of more than £260 £265 £220
10% offered a daily rate of more than £525 £500 £460
UK excluding London average daily rate £375 £363 £370
% change year-on-year
+3.44% -2.02%
Number of hourly rates quoted 30 64 69
Average hourly rate £33.75 £30.00 £30.00
Average hourly rate % change year-on-year
+12.50% -
90% offered a hourly rate of more than £15.77 £9.25 £13.11
10% offered a hourly rate of more than £45.00 £37.00 £42.00
UK excluding London average hourly rate £25.38 £29.00 £26.90
% change year-on-year
-12.50% +7.80%

ETL
Jobs Demand Trend in Scotland

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

ETL Jobs Demand Trend in Scotland

ETL
Daily Rate Trend in Scotland

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

ETL Daily Rate Trend in Scotland

ETL
Daily Rate Histogram in Scotland

This chart provides a histogram of daily rates quoted in contract IT jobs citing ETL across the Scotland region over the 3 months to 24 October 2014.

ETL Daily Rate Histogram in Scotland

ETL
Hourly Rate Trend in Scotland

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

ETL Hourly Rate Trend in Scotland

ETL
Contract Job Locations in Scotland

The table below looks at the demand and provides a guide to the average contractor rates quoted in IT jobs citing ETL within the Scotland region over the 3 months to 24 October 2014. 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Average
Daily Rate
Last 3 Months
Average Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Glasgow +19 44 £350 +21.73% 10
Edinburgh -1 18 £350 +16.66% 4
Aberdeen +10 3 £335 +21.59% 1
Stirling -5 2 - -
Renfrewshire -7 2 - -
North Lanarkshire - - - -
ETL
UK

ETL
Top 30 Related IT Skills in Scotland

For the 6 months to 24 October 2014, IT contractor jobs across the Scotland 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 72 (50.70%) SQL
2 56 (39.44%) Finance
3 50 (35.21%) Oracle
4 48 (33.80%) Business Intelligence
5 42 (29.58%) SQL Server
6 40 (28.17%) SQL Server Integration Services
7 38 (26.76%) Migration
8 32 (22.54%) Data Warehouse
9 25 (17.61%) Data Modelling
9 25 (17.61%) Banking
10 24 (16.90%) Data Migration
11 22 (15.49%) SQL Server Reporting Services
11 22 (15.49%) Informatica
12 18 (12.68%) Microsoft
13 17 (11.97%) Agile Software Development
13 17 (11.97%) Performance Tuning
14 16 (11.27%) Data Management
14 16 (11.27%) PL/SQL
14 16 (11.27%) XML
14 16 (11.27%) UNIX
15 15 (10.56%) Cognos
15 15 (10.56%) SQL Server Analysis Services
15 15 (10.56%) Oracle Database
16 14 (9.86%) Data Analysis
16 14 (9.86%) Asset Management
16 14 (9.86%) Business Objects
17 13 (9.15%) SQL Server 2008
17 13 (9.15%) Analytical Skills
18 12 (8.45%) Stakeholder Management
18 12 (8.45%) Java

ETL
Top Related IT Skills in Scotland by Category

For the 6 months to 24 October 2014, IT contractor jobs across the Scotland 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 8 (5.63%) SharePoint
2 5 (3.52%) SAS
3 4 (2.82%) Tomcat
Applications
1 4 (2.82%) MS Excel
2 2 (1.41%) SPSS
2 2 (1.41%) MS PowerPoint
3 1 (0.70%) MS Visio
Business Applications
1 9 (6.34%) Markit EDM
2 1 (0.70%) Oracle EBS
2 1 (0.70%) Cognos TM1
2 1 (0.70%) Cognos Business Intelligence
Cloud Services
1 1 (0.70%) SaaS
Communications & Networking
1 5 (3.52%) FTP
2 4 (2.82%) SAN
Database & Business Intelligence
1 42 (29.58%) SQL Server
2 40 (28.17%) SQL Server Integration Services
3 32 (22.54%) Data Warehouse
4 22 (15.49%) SQL Server Reporting Services
5 15 (10.56%) SQL Server Analysis Services
5 15 (10.56%) Oracle Database
6 13 (9.15%) SQL Server 2008
7 11 (7.75%) Oracle Database 11g
7 11 (7.75%) Relational Database
8 9 (6.34%) QlikView
9 8 (5.63%) OLAP
10 7 (4.93%) Star Schema
10 7 (4.93%) Oracle OLAP
10 7 (4.93%) Big Data
11 6 (4.23%) SQL Server 2012
11 6 (4.23%) DataStage
11 6 (4.23%) BusinessObjects
12 5 (3.52%) Oracle Discoverer
12 5 (3.52%) Microsoft Analysis Services
13 4 (2.82%) Data Mart
Development Applications
1 4 (2.82%) Toad
2 2 (1.41%) ERwin
2 2 (1.41%) Subversion
3 1 (0.70%) Oracle APEX
3 1 (0.70%) Team Foundation Server
3 1 (0.70%) JDeveloper
3 1 (0.70%) QuickTest Pro
General
1 56 (39.44%) Finance
2 25 (17.61%) Banking
3 5 (3.52%) Retail
3 5 (3.52%) Investment Banking
4 4 (2.82%) Back Office
5 2 (1.41%) Front Office
5 2 (1.41%) Retail Banking
6 1 (0.70%) Marketing
6 1 (0.70%) Law
Job Titles
1 55 (38.73%) Developer
2 33 (23.24%) Analyst
3 22 (15.49%) Data Analyst
4 19 (13.38%) Architect
4 19 (13.38%) ETL Developer
5 14 (9.86%) Business Intelligence Developer
6 13 (9.15%) Solutions Architect
7 12 (8.45%) Test Analyst
8 9 (6.34%) Data Architect
9 8 (5.63%) SQL Developer
10 6 (4.23%) Data Migration Analyst
10 6 (4.23%) Business Analyst
10 6 (4.23%) DBA
11 5 (3.52%) Project Manager
11 5 (3.52%) Consultant
11 5 (3.52%) Test Leader
12 4 (2.82%) Designer
12 4 (2.82%) Data Warehouse Architect
12 4 (2.82%) Ab Initio Developer
13 3 (2.11%) SQL Server Developer
Libraries, Frameworks & Software Standards
1 16 (11.27%) XML
2 10 (7.04%) Web Services
3 6 (4.23%) .NET
4 5 (3.52%) JSON
5 4 (2.82%) Oracle Streams
5 4 (2.82%) SOAP
6 3 (2.11%) JMS
7 2 (1.41%) XML Schema
7 2 (1.41%) HTML5
7 2 (1.41%) Apache Camel
7 2 (1.41%) MDX
7 2 (1.41%) HTML
7 2 (1.41%) Spring
8 1 (0.70%) RESTful
8 1 (0.70%) Hibernate
8 1 (0.70%) TopLink
8 1 (0.70%) Struts
8 1 (0.70%) J2EE
Miscellaneous
1 13 (9.15%) Analytical Skills
2 5 (3.52%) Data Integration
3 4 (2.82%) Data Structures
4 2 (1.41%) Social Media
4 2 (1.41%) Data Extraction
4 2 (1.41%) Computer Science
4 2 (1.41%) Credit Risk
4 2 (1.41%) Reference Data
5 1 (0.70%) Data Conversion
5 1 (0.70%) Management Information System
5 1 (0.70%) Visualisation
5 1 (0.70%) User Experience
5 1 (0.70%) Performance Metrics
Operating Systems
1 16 (11.27%) UNIX
2 9 (6.34%) Windows
3 4 (2.82%) Solaris
4 2 (1.41%) Windows Server 2008
4 2 (1.41%) Red Hat Enterprise Linux
5 1 (0.70%) Linux
Processes & Methodologies
1 48 (33.80%) Business Intelligence
2 38 (26.76%) Migration
3 25 (17.61%) Data Modelling
4 24 (16.90%) Data Migration
5 17 (11.97%) Performance Tuning
5 17 (11.97%) Agile Software Development
6 16 (11.27%) Data Management
7 14 (9.86%) Asset Management
7 14 (9.86%) Data Analysis
8 12 (8.45%) Stakeholder Management
9 10 (7.04%) Data Cleansing
10 9 (6.34%) Investment Management
11 8 (5.63%) Dimensional Modelling
11 8 (5.63%) Test Strategy
12 7 (4.93%) Data Architecture
13 6 (4.23%) Analytics
13 6 (4.23%) Data Transformation
13 6 (4.23%) SOA
14 5 (3.52%) Data Security
15 4 (2.82%) ITIL
Programming Languages
1 72 (50.70%) SQL
2 16 (11.27%) PL/SQL
3 12 (8.45%) Java
4 7 (4.93%) C#
5 6 (4.23%) C++
6 5 (3.52%) VB
7 4 (2.82%) T-SQL
8 3 (2.11%) VBA
8 3 (2.11%) Shell Script
9 1 (0.70%) AWK
9 1 (0.70%) sed
9 1 (0.70%) ABAP
9 1 (0.70%) C
9 1 (0.70%) Perl
Qualifications
1 7 (4.93%) ISEB
2 6 (4.23%) ISTQB
3 3 (2.11%) Degree
3 3 (2.11%) Security Cleared
4 2 (1.41%) PRINCE2 Certification
Quality Assurance & Compliance
1 9 (6.34%) Data Quality
2 1 (0.70%) Sarbanes-Oxley
System Software
1 4 (2.82%) Oracle RMAN
Systems Management
1 11 (7.75%) HP Quality Center
2 5 (3.52%) Data Guard
Vendors
1 50 (35.21%) Oracle
2 22 (15.49%) Informatica
3 18 (12.68%) Microsoft
4 15 (10.56%) Cognos
5 14 (9.86%) Business Objects
6 10 (7.04%) SAP
6 10 (7.04%) IBM
7 9 (6.34%) Sybase
7 9 (6.34%) HP
8 8 (5.63%) Ab Initio
8 8 (5.63%) Tableau
9 4 (2.82%) Veritas
10 3 (2.11%) CheckPoint
10 3 (2.11%) Teradata
11 2 (1.41%) Charles River
11 2 (1.41%) Cisco
12 1 (0.70%) Perforce
12 1 (0.70%) Netezza
12 1 (0.70%) TIBCO
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