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 31 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
31 Oct 2014
Same period 2013 Same period 2012
Extract, Transform and Load (ETL)
Rank 55 78 64
Rank change year-on-year
+23 -14
Contract jobs citing ETL 75 45 46
As % of all contract IT jobs located in Scotland 2.68% 1.79% 1.89%
As % of the Processes & Methodologies category 3.63% 2.60% 2.80%
Number of daily rates quoted 43 16 20
Average daily rate
Keep up to 90%
of your Daily Rate
Get a Free Illustration
£350 £306 £336
Average daily rate % change year-on-year
+14.28% -8.92%
90% offered a daily rate of more than £269 £210 £288
10% offered a daily rate of more than £422 £415 £425
UK excluding London average daily rate £360 £370 £350
% change year-on-year
-2.70% +5.71%
Number of hourly rates quoted 0 1 0
Average hourly rate - £180.00 -
UK excluding London average hourly rate £61.00 £32.50 £39.25
% change year-on-year
+87.69% -17.19%
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
2065 1730 1640
As % of all contract IT jobs located in Scotland 73.72% 68.71% 67.32%
Number of daily rates quoted 1137 852 817
Average daily rate £380 £370 £330
Average daily rate % change year-on-year
+2.70% +12.12%
90% offered a daily rate of more than £260 £265 £215
10% offered a daily rate of more than £525 £500 £460
UK excluding London average daily rate £380 £363 £368
% change year-on-year
+4.68% -1.36%
Number of hourly rates quoted 26 59 65
Average hourly rate £35.00 £30.00 £33.00
Average hourly rate % change year-on-year
+16.66% -9.09%
90% offered a hourly rate of more than £15.77 £9.25 £13.66
10% offered a hourly rate of more than £50.00 £37.00 £42.00
UK excluding London average hourly rate £25.00 £27.50 £27.50
% change year-on-year
-9.09% -

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 31 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 31 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 +10 42 £350 +30.23% 5
Edinburgh -3 20 £350 +16.66% 8
Stirling -4 4 £350 -3.44%
Aberdeen +12 3 £335 +21.59% 1
Renfrewshire -9 2 - -
North Lanarkshire - - - -
ETL
UK

ETL
Top 30 Related IT Skills in Scotland

For the 6 months to 31 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 73 (50.69%) SQL
2 58 (40.28%) Finance
3 51 (35.42%) Business Intelligence
4 50 (34.72%) Oracle
5 44 (30.56%) SQL Server
6 42 (29.17%) SQL Server Integration Services
7 40 (27.78%) Migration
8 33 (22.92%) Data Warehouse
9 28 (19.44%) Data Modelling
10 25 (17.36%) Banking
11 24 (16.67%) SQL Server Reporting Services
11 24 (16.67%) Data Migration
11 24 (16.67%) Informatica
12 19 (13.19%) Data Management
13 18 (12.50%) Microsoft
14 17 (11.81%) Agile Software Development
14 17 (11.81%) Performance Tuning
15 16 (11.11%) SQL Server Analysis Services
15 16 (11.11%) PL/SQL
15 16 (11.11%) XML
16 15 (10.42%) Business Objects
16 15 (10.42%) UNIX
16 15 (10.42%) Cognos
16 15 (10.42%) Oracle Database
16 15 (10.42%) Analytical Skills
17 14 (9.72%) Data Analysis
17 14 (9.72%) Asset Management
18 13 (9.03%) SQL Server 2008
18 13 (9.03%) Stakeholder Management
19 11 (7.64%) Java

ETL
Top Related IT Skills in Scotland by Category

For the 6 months to 31 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 (5.56%) SharePoint
2 6 (4.17%) SAS
3 4 (2.78%) Tomcat
Applications
1 4 (2.78%) MS Excel
2 3 (2.08%) SPSS
3 2 (1.39%) MS PowerPoint
4 1 (0.69%) MS Visio
Business Applications
1 10 (6.94%) Markit EDM
2 1 (0.69%) Oracle EBS
2 1 (0.69%) Cognos TM1
2 1 (0.69%) Cognos Business Intelligence
Cloud Services
1 1 (0.69%) SaaS
Communications & Networking
1 5 (3.47%) FTP
2 4 (2.78%) SAN
Database & Business Intelligence
1 44 (30.56%) SQL Server
2 42 (29.17%) SQL Server Integration Services
3 33 (22.92%) Data Warehouse
4 24 (16.67%) SQL Server Reporting Services
5 16 (11.11%) SQL Server Analysis Services
6 15 (10.42%) Oracle Database
7 13 (9.03%) SQL Server 2008
8 11 (7.64%) Oracle Database 11g
8 11 (7.64%) Relational Database
9 10 (6.94%) QlikView
10 9 (6.25%) OLAP
11 8 (5.56%) Oracle OLAP
11 8 (5.56%) Big Data
12 7 (4.86%) Star Schema
13 6 (4.17%) BusinessObjects
13 6 (4.17%) DataStage
13 6 (4.17%) SQL Server 2012
14 5 (3.47%) OLAP Cube
14 5 (3.47%) Microsoft Analysis Services
14 5 (3.47%) Oracle Discoverer
Development Applications
1 4 (2.78%) Toad
2 2 (1.39%) Subversion
3 1 (0.69%) Oracle APEX
3 1 (0.69%) Team Foundation Server
3 1 (0.69%) JDeveloper
3 1 (0.69%) QuickTest Pro
3 1 (0.69%) ERwin
General
1 58 (40.28%) Finance
2 25 (17.36%) Banking
3 5 (3.47%) Retail
4 4 (2.78%) Investment Banking
4 4 (2.78%) Back Office
5 2 (1.39%) Front Office
5 2 (1.39%) Retail Banking
6 1 (0.69%) Marketing
6 1 (0.69%) Law
Job Titles
1 56 (38.89%) Developer
2 32 (22.22%) Analyst
3 22 (15.28%) Data Analyst
4 20 (13.89%) Architect
5 18 (12.50%) ETL Developer
6 15 (10.42%) Business Intelligence Developer
7 13 (9.03%) Solutions Architect
8 12 (8.33%) Test Analyst
9 10 (6.94%) Data Architect
10 9 (6.25%) SQL Developer
11 7 (4.86%) Business Analyst
12 6 (4.17%) DBA
12 6 (4.17%) Data Migration Analyst
13 5 (3.47%) Test Leader
13 5 (3.47%) Project Manager
13 5 (3.47%) Consultant
14 4 (2.78%) Business Developer
14 4 (2.78%) Designer
14 4 (2.78%) Data Warehouse Architect
14 4 (2.78%) Ab Initio Developer
Libraries, Frameworks & Software Standards
1 16 (11.11%) XML
2 10 (6.94%) Web Services
3 6 (4.17%) .NET
4 5 (3.47%) JSON
5 4 (2.78%) Oracle Streams
5 4 (2.78%) SOAP
6 3 (2.08%) JMS
7 2 (1.39%) XML Schema
7 2 (1.39%) HTML5
7 2 (1.39%) Apache Camel
7 2 (1.39%) MDX
7 2 (1.39%) HTML
7 2 (1.39%) Spring
8 1 (0.69%) RESTful
8 1 (0.69%) Hibernate
8 1 (0.69%) TopLink
8 1 (0.69%) Struts
8 1 (0.69%) J2EE
Miscellaneous
1 15 (10.42%) Analytical Skills
2 5 (3.47%) Data Integration
3 4 (2.78%) Reference Data
4 3 (2.08%) Data Structures
4 3 (2.08%) Social Media
5 2 (1.39%) Computer Science
5 2 (1.39%) Credit Risk
5 2 (1.39%) Data Extraction
6 1 (0.69%) Management Information System
6 1 (0.69%) Visualisation
6 1 (0.69%) Data Conversion
6 1 (0.69%) User Experience
6 1 (0.69%) Performance Metrics
Operating Systems
1 15 (10.42%) UNIX
2 9 (6.25%) Windows
3 4 (2.78%) Solaris
4 2 (1.39%) Windows Server 2008
4 2 (1.39%) Red Hat Enterprise Linux
Processes & Methodologies
1 51 (35.42%) Business Intelligence
2 40 (27.78%) Migration
3 28 (19.44%) Data Modelling
4 24 (16.67%) Data Migration
5 19 (13.19%) Data Management
6 17 (11.81%) Agile Software Development
6 17 (11.81%) Performance Tuning
7 14 (9.72%) Asset Management
7 14 (9.72%) Data Analysis
8 13 (9.03%) Stakeholder Management
9 11 (7.64%) Data Cleansing
10 10 (6.94%) Investment Management
11 8 (5.56%) Data Architecture
11 8 (5.56%) Test Strategy
11 8 (5.56%) Dimensional Modelling
12 7 (4.86%) Analytics
13 6 (4.17%) Data Security
13 6 (4.17%) SOA
14 5 (3.47%) Master Data Management
14 5 (3.47%) Data Mapping
Programming Languages
1 73 (50.69%) SQL
2 16 (11.11%) PL/SQL
3 11 (7.64%) Java
4 7 (4.86%) C#
5 6 (4.17%) C++
6 5 (3.47%) T-SQL
6 5 (3.47%) VB
7 3 (2.08%) VBA
7 3 (2.08%) Shell Script
8 1 (0.69%) AWK
8 1 (0.69%) sed
8 1 (0.69%) C
8 1 (0.69%) ABAP
8 1 (0.69%) Perl
Qualifications
1 7 (4.86%) ISEB
2 6 (4.17%) ISTQB
3 3 (2.08%) Degree
3 3 (2.08%) Security Cleared
4 2 (1.39%) PRINCE2 Certification
Quality Assurance & Compliance
1 9 (6.25%) Data Quality
2 1 (0.69%) Sarbanes-Oxley
System Software
1 4 (2.78%) Oracle RMAN
Systems Management
1 11 (7.64%) HP Quality Center
2 5 (3.47%) Data Guard
Vendors
1 50 (34.72%) Oracle
2 24 (16.67%) Informatica
3 18 (12.50%) Microsoft
4 15 (10.42%) Cognos
4 15 (10.42%) Business Objects
5 10 (6.94%) SAP
5 10 (6.94%) IBM
6 9 (6.25%) Tableau
6 9 (6.25%) Sybase
6 9 (6.25%) HP
7 8 (5.56%) Ab Initio
8 4 (2.78%) Teradata
8 4 (2.78%) Veritas
9 3 (2.08%) CheckPoint
10 2 (1.39%) Charles River
10 2 (1.39%) Cisco
11 1 (0.69%) Perforce
11 1 (0.69%) Netezza
11 1 (0.69%) TIBCO
Edinburgh
Real Staffing
Rate: competitive
Posted: 22 hours ago
Edinburgh, Midlothian
Timothy James Consulting Ltd
Rate: negotiable day rate
Posted: 2 days ago
Glasgow
Hays IT - Uk Posting account
Rate: £350.00 - £450 per day
Posted: 9 days ago
Glasgow
Cathcart Associates
Rate: £300 - £350 per day
Posted: 11 days ago
Edinburgh
Churchill Frank
Rate: £400 - £500 per annum
Posted: 14 days ago