The first table below looks at the demand 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 23 July 2014 with a comparison to the same period in the previous 2 years. The second table is for comparison and provides aggregates for all of the Processes & Methodologies category for the Scotland region.

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
23 Jul 2014
Same period 2013 Same period 2012
Extract, Transform and Load (ETL)
Rank 64 75 54
Rank change year-on-year
+11 -21
Contract jobs citing ETL 67 39 61
As % of all contract IT jobs located in Scotland 2.44% 1.58% 2.31%
As % of the Processes & Methodologies category 3.23% 2.22% 3.52%
Number of daily rates quoted 37 29 20
Average daily rate
Keep up to 90%
of your Daily Rate
Get a Free Illustration
£388 £425 £375
Average daily rate % change year-on-year
-8.82% +13.33%
90% offered a daily rate of more than £303 £283 £319
10% offered a daily rate of more than £535 £500 £453
UK excluding London average daily rate £374 £375 £350
% change year-on-year
-0.26% +7.14%
Number of hourly rates quoted 0 0 0
Average hourly rate - - -
UK excluding London average hourly rate £46.40 £33.75 -
% change year-on-year
+37.48% -
Processes & Methodologies Category
Scotland
Contract IT job ads with a match in the
Processes & Methodologies category
2076 1753 1732
As % of all contract IT jobs located in Scotland 75.55% 71.00% 65.61%
Number of daily rates quoted 1082 888 821
Average daily rate £375 £375 £350
Average daily rate % change year-on-year
- +7.14%
90% offered a daily rate of more than £250 £260 £250
10% offered a daily rate of more than £500 £500 £475
UK excluding London average daily rate £375 £375 £363
% change year-on-year
- +3.44%
Number of hourly rates quoted 35 36 62
Average hourly rate £27.50 £19.50 £17.50
Average hourly rate % change year-on-year
+41.02% +11.42%
90% offered a hourly rate of more than £12.00 £9.25 £9.50
10% offered a hourly rate of more than £165.00 £35.00 £40.80
UK excluding London average hourly rate £26.50 £31.00 £32.00
% change year-on-year
-14.51% -3.12%
ETL
UK

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 23 July 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 23 July 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
Edinburgh -8 41 £395 +12.85% 4
Glasgow +14 22 £375 -3.22% 7
Stirling - - - -
Lanarkshire - - - -
ETL
UK

ETL
Top 30 Related IT Skills in Scotland

For the 6 months to 23 July 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 85 (65.38%) SQL
2 51 (39.23%) Oracle
3 50 (38.46%) Finance
4 43 (33.08%) SQL Server
5 35 (26.92%) Business Intelligence
6 30 (23.08%) Data Warehouse
7 28 (21.54%) SQL Server Integration Services
8 25 (19.23%) Migration
8 25 (19.23%) Relational Database
9 24 (18.46%) UNIX
10 20 (15.38%) Java
10 20 (15.38%) Microsoft
11 19 (14.62%) Banking
12 18 (13.85%) PL/SQL
13 16 (12.31%) Data Modelling
13 16 (12.31%) Data Migration
13 16 (12.31%) Oracle Database
14 15 (11.54%) Performance Tuning
14 15 (11.54%) Markit EDM
15 14 (10.77%) Informatica
15 14 (10.77%) Sybase
15 14 (10.77%) SQL Server Reporting Services
16 13 (10.00%) Investment Management
17 12 (9.23%) Business Objects
17 12 (9.23%) Star Schema
17 12 (9.23%) RDBMS
17 12 (9.23%) SOA
17 12 (9.23%) Asset Management
18 11 (8.46%) Data Management
18 11 (8.46%) Oracle Database 11g

ETL
Top Related IT Skills in Scotland by Category

For the 6 months to 23 July 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 6 (4.62%) WebSphere
2 4 (3.08%) WebSphere Application Server
2 4 (3.08%) SharePoint
3 3 (2.31%) SAS
3 3 (2.31%) Tomcat
4 1 (0.77%) Mule
4 1 (0.77%) WebLogic
4 1 (0.77%) Apache
Applications
1 6 (4.62%) MS Excel
2 1 (0.77%) MS PowerPoint
Business Applications
1 15 (11.54%) Markit EDM
2 2 (1.54%) Oracle 11i
3 1 (0.77%) Cognos TM1
3 1 (0.77%) Dynamics CRM
3 1 (0.77%) Cognos Business Intelligence
Communications & Networking
1 9 (6.92%) FTP
Database & Business Intelligence
1 43 (33.08%) SQL Server
2 30 (23.08%) Data Warehouse
3 28 (21.54%) SQL Server Integration Services
4 25 (19.23%) Relational Database
5 16 (12.31%) Oracle Database
6 14 (10.77%) SQL Server Reporting Services
7 12 (9.23%) RDBMS
7 12 (9.23%) Star Schema
8 11 (8.46%) Oracle Database 11g
9 9 (6.92%) SQL Server 2008
9 9 (6.92%) Oracle OWB
10 8 (6.15%) OLAP
11 7 (5.38%) Oracle Database 10g
11 7 (5.38%) SQL Server Analysis Services
11 7 (5.38%) Oracle OLAP
11 7 (5.38%) Oracle Discoverer
12 6 (4.62%) BusinessObjects XI
12 6 (4.62%) Pentaho
12 6 (4.62%) Data Mart
13 5 (3.85%) Microsoft Analysis Services
Development Applications
1 5 (3.85%) Selenium
2 3 (2.31%) Subversion
3 2 (1.54%) Toad
3 2 (1.54%) Talend Open Studio
4 1 (0.77%) TeamCity
4 1 (0.77%) Rational Application Developer
4 1 (0.77%) ERwin
4 1 (0.77%) JUnit
4 1 (0.77%) Eclipse
4 1 (0.77%) Maven
4 1 (0.77%) JIRA
4 1 (0.77%) FitNesse
General
1 50 (38.46%) Finance
2 19 (14.62%) Banking
3 5 (3.85%) Investment Banking
4 4 (3.08%) Back Office
5 2 (1.54%) Front Office
6 1 (0.77%) Retail
6 1 (0.77%) Retail Banking
6 1 (0.77%) Marketing
Job Titles
1 51 (39.23%) Developer
2 41 (31.54%) Analyst
3 18 (13.85%) Data Analyst
4 15 (11.54%) Test Analyst
4 15 (11.54%) ETL Developer
5 13 (10.00%) Architect
6 12 (9.23%) Solutions Architect
7 10 (7.69%) Consultant
8 9 (6.92%) SQL Developer
9 8 (6.15%) Business Intelligence Developer
9 8 (6.15%) Applications Support
10 7 (5.38%) Analyst Developer
11 6 (4.62%) Support Analyst
11 6 (4.62%) Applications Support Analyst
11 6 (4.62%) DBA
11 6 (4.62%) Business Analyst
12 5 (3.85%) Tester
12 5 (3.85%) Business Developer
12 5 (3.85%) Test Leader
13 4 (3.08%) Data Architect
Libraries, Frameworks & Software Standards
1 10 (7.69%) XML
2 9 (6.92%) .NET
3 6 (4.62%) Web Services
3 6 (4.62%) JSON
4 5 (3.85%) Java EE
5 4 (3.08%) Spring
5 4 (3.08%) HTML
5 4 (3.08%) Drools
6 3 (2.31%) Apache Camel
6 3 (2.31%) SOAP
6 3 (2.31%) JMS
6 3 (2.31%) Hibernate
7 2 (1.54%) MDX
7 2 (1.54%) Middleware
7 2 (1.54%) HTML5
8 1 (0.77%) J2EE
8 1 (0.77%) JDBC
8 1 (0.77%) JSP
8 1 (0.77%) Servlets
8 1 (0.77%) Apache Flex
Miscellaneous
1 5 (3.85%) Data Integration
2 2 (1.54%) Open Source
2 2 (1.54%) Foreign Exchange (FX)
2 2 (1.54%) GIS
2 2 (1.54%) Equities
2 2 (1.54%) Computer Science
3 1 (0.77%) Credit Risk
3 1 (0.77%) Data Extraction
3 1 (0.77%) Derivative
3 1 (0.77%) Management Information System
3 1 (0.77%) Mainframe
3 1 (0.77%) Visualisation
Operating Systems
1 24 (18.46%) UNIX
2 7 (5.38%) Linux
3 5 (3.85%) Windows
4 3 (2.31%) Windows Server 2008
4 3 (2.31%) Red Hat Enterprise Linux
Processes & Methodologies
1 35 (26.92%) Business Intelligence
2 25 (19.23%) Migration
3 16 (12.31%) Data Modelling
3 16 (12.31%) Data Migration
4 15 (11.54%) Performance Tuning
5 13 (10.00%) Investment Management
6 12 (9.23%) Asset Management
6 12 (9.23%) SOA
7 11 (8.46%) Data Management
8 10 (7.69%) Data Analysis
9 9 (6.92%) Stakeholder Management
10 8 (6.15%) Dimensional Modelling
11 7 (5.38%) ITIL
11 7 (5.38%) Test Strategy
12 6 (4.62%) Agile Software Development
13 5 (3.85%) Test Automation
13 5 (3.85%) Data Transformation
14 4 (3.08%) Kimball Methodology
14 4 (3.08%) Data Cleansing
14 4 (3.08%) Unit Testing
Programming Languages
1 85 (65.38%) SQL
2 20 (15.38%) Java
3 18 (13.85%) PL/SQL
4 8 (6.15%) Shell Script
5 7 (5.38%) T-SQL
6 3 (2.31%) C++
7 2 (1.54%) Perl
7 2 (1.54%) C#
7 2 (1.54%) VBA
8 1 (0.77%) Python
8 1 (0.77%) AWK
8 1 (0.77%) sed
8 1 (0.77%) C
8 1 (0.77%) VB
Qualifications
1 10 (7.69%) ISEB
1 10 (7.69%) ISTQB
2 2 (1.54%) Degree
3 1 (0.77%) Microsoft Certification
Quality Assurance & Compliance
1 6 (4.62%) Data Quality
2 1 (0.77%) FATCA
2 1 (0.77%) SLA
2 1 (0.77%) QA
Systems Management
1 7 (5.38%) HP Quality Center
2 1 (0.77%) Control-M
Vendors
1 51 (39.23%) Oracle
2 20 (15.38%) Microsoft
3 14 (10.77%) Sybase
3 14 (10.77%) Informatica
4 12 (9.23%) Business Objects
5 10 (7.69%) IBM
6 7 (5.38%) Cognos
7 6 (4.62%) JBoss
7 6 (4.62%) HP
7 6 (4.62%) Ab Initio
8 4 (3.08%) TIBCO
9 3 (2.31%) Tableau
9 3 (2.31%) SAP
10 2 (1.54%) Talend
10 2 (1.54%) Charles River
10 2 (1.54%) MicroStrategy
11 1 (0.77%) Perforce
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