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This section looks at the demand for Extract, Transform, and Load (ETL) skills within the Scotland region with a comparison to our Database & Business Intelligence category. Included is a guide to the contractor rates offered in IT job ads that have cited ETL over the 3 months to 4 July 2008 with a comparison to the same period last year.

LinkExtract, Transform, and Load (ETL)
Location
3 months to 4 Jul 2008Same period last year
Rank76103
Rank change on same period last yearUp+27
Matching contract IT job ads2729
As % of all UK contract IT job ads sampled0.036 %0.031 %
As % of the category below4.470 %3.237 %
Daily rates quoted47
Average minimum daily rate£363£364
Average daily rate£397£387
% change on same period last year+2.41 %
Average maximum daily rate£431£411
UK excluding London average daily rate£373£414
% change on same period last year-9.98 %
Hourly rates quoted00
Average minimum hourly rate--
Average hourly rate--
% change on same period last year-
Average maximum hourly rate--
UK excluding London average hourly rate£42.79£38.88
% change on same period last year+10.04 %
Database & Business Intelligence ScotlandDatabase & Business Intelligence
Scotland
Matching contract IT job ads604896
As % of all UK contract IT job ads sampled0.796 %0.950 %
Daily rates quoted100183
Average minimum daily rate£317£313
Average daily rate£337£329
% change on same period last year+2.40 %
Average maximum daily rate£357£345
UK excluding London average daily rate£350£354
% change on same period last year-1.12 %
Hourly rates quoted2336
Average minimum hourly rate£27.02£29.73
Average hourly rate£28.87£31.48
% change on same period last year-8.29 %
Average maximum hourly rate£30.71£33.22
UK excluding London average hourly rate£32.43£30.86
% change on same period last year+5.09 %
ETL UKETL
UK

We calculate average IT contractor rates directly from the figures quoted and do not attempt to derive hourly rates from daily rates or vice versa.

ETL
Demand Trend

The chart provides a 3-month moving total beginning in 2004 of IT contractor jobs citing ETL across the Scotland region as a proportion of the total demand within the Database & Business Intelligence category.

Scotland ETL Demand Trend

ETL
Daily Rate Trend

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

Scotland ETL Daily Rate Trend

ETL
Daily Rate Histogram

The chart provides a histogram of daily rates quoted in contract IT jobs citing ETL across the Scotland region over the 3 months to 4 July 2008.

Scotland ETL Daily Rate Histogram

ETL
Contract Locations

This section looks at the demand and provides a guide to the average contractor rates quoted in IT job ads citing ETL within the Scotland region over the 3 months to 4 July 2008. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year. A positive number indicates a relative increase in demand.

LocationRank Change
on Same Period
Last Last
Matching
Contract
IT Job Ads
Average
Daily Rate
Last 3 Months
Average Daily Rate
% Change
on Same Period
Last Year
EdinburghUp+127--
GlasgowUp+95£381+11.31 %
West LothianDown-22£450-
ETL UKETL
UK

ETL
Top 30 Related IT Skills

For the 6 months to 4 July 2008, 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.

127 (42.86 %)Datawarehouse
224 (38.10 %)Oracle
318 (28.57 %)Finance
417 (26.98 %)Migration
417 (26.98 %)Informatica
417 (26.98 %)SQL
514 (22.22 %)SQL Server
514 (22.22 %)Business Intelligence
612 (19.05 %)SQL Server Integration Services
612 (19.05 %)Data Migration
79 (14.29 %)Business Objects
79 (14.29 %)BusinessObjects
87 (11.11 %)Transact-SQL
87 (11.11 %)Data Modelling
87 (11.11 %)Cognos
87 (11.11 %)SQL Server Reporting Services
96 (9.524 %)Cognos Business Intelligence
96 (9.524 %)PL/SQL
96 (9.524 %)DataStage
96 (9.524 %)ERwin
96 (9.524 %)Oracle 10g
105 (7.937 %)PowerCenter
105 (7.937 %).NET
105 (7.937 %)DB2
105 (7.937 %)Dimensional Modelling
105 (7.937 %)Data Analysis
105 (7.937 %)SQL Server 2005
105 (7.937 %)Ab Initio
105 (7.937 %)Banking
114 (6.349 %)Retail

ETL
Top Related IT Skills by Category

For the 6 months to 4 July 2008, 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 Development
15 (7.937 %).NET
22 (3.175 %)XML
31 (1.587 %)Microsoft Enterprise Library
Application Platforms
14 (6.349 %)SAS
Applications
11 (1.587 %)MS Excel
Business Applications
16 (9.524 %)Cognos Business Intelligence
Database & Business Intelligence
127 (42.86 %)Datawarehouse
214 (22.22 %)SQL Server
312 (19.05 %)SQL Server Integration Services
49 (14.29 %)BusinessObjects
57 (11.11 %)SQL Server Reporting Services
66 (9.524 %)DataStage
66 (9.524 %)Oracle 10g
75 (7.937 %)PowerCenter
75 (7.937 %)DB2
75 (7.937 %)SQL Server 2005
84 (6.349 %)TOAD
93 (4.762 %)Star Schema
93 (4.762 %)Oracle OWB
93 (4.762 %)Data Mart
102 (3.175 %)BODI
102 (3.175 %)BusinessObjects XI
102 (3.175 %)BusinessObjects Web Intelligence
102 (3.175 %)Oracle Discoverer
102 (3.175 %)SQL Server 2000
102 (3.175 %)OLAP
Development Applications
16 (9.524 %)ERwin
23 (4.762 %)VSS/SourceSafe
31 (1.587 %)ClearCase
31 (1.587 %)Visual Studio
General
118 (28.57 %)Finance
25 (7.937 %)Banking
34 (6.349 %)Retail
34 (6.349 %)Manufacturing
43 (4.762 %)Marketing
51 (1.587 %)Billing
Job Titles
124 (38.10 %)Developer
219 (30.16 %)Analyst
37 (11.11 %)SQL Developer
46 (9.524 %)Consultant
46 (9.524 %)Data Analyst
55 (7.937 %)Programmer
55 (7.937 %)Systems Analyst
55 (7.937 %)Business Analyst
55 (7.937 %)Cognos Developer
64 (6.349 %)SQL Server Developer
64 (6.349 %)Data Manager
64 (6.349 %)Data Migration Specialist
73 (4.762 %)Data Migration Analyst
73 (4.762 %)Technical Analyst
73 (4.762 %)DBA
73 (4.762 %)Oracle DBA
73 (4.762 %)Business Systems Analyst
73 (4.762 %)Analyst Programmer
73 (4.762 %)DataStage Developer
73 (4.762 %)Server Analyst
Miscellaneous
14 (6.349 %)Management Information System
22 (3.175 %)Clustering
31 (1.587 %)Data Integration
31 (1.587 %)Mainframe
Operating Systems
13 (4.762 %)Unix
22 (3.175 %)Solaris
31 (1.587 %)Windows
Processes & Methodologies
117 (26.98 %)Migration
214 (22.22 %)Business Intelligence
312 (19.05 %)Data Migration
47 (11.11 %)Data Modelling
55 (7.937 %)Dimensional Modelling
55 (7.937 %)Data Analysis
63 (4.762 %)Business Analysis
63 (4.762 %)CRM
71 (1.587 %)E-Commerce
71 (1.587 %)Configuration Management
71 (1.587 %)Validation
71 (1.587 %)Investment Management
71 (1.587 %)Systems Analysis
Programming Languages
117 (26.98 %)SQL
27 (11.11 %)Transact-SQL
36 (9.524 %)PL/SQL
41 (1.587 %)COBOL
41 (1.587 %)Shell Script
41 (1.587 %)Korn
Qualifications
13 (4.762 %)Microsoft Certification
13 (4.762 %)MCITP
Quality Assurance & Compliance
11 (1.587 %)Basel II
System Software
13 (4.762 %)Oracle RAC
22 (3.175 %)Oracle RMAN
31 (1.587 %)Tivoli Workload Scheduler
Systems Management
11 (1.587 %)Tivoli
Vendors
124 (38.10 %)Oracle
217 (26.98 %)Informatica
39 (14.29 %)Business Objects
47 (11.11 %)Cognos
55 (7.937 %)Ab Initio
64 (6.349 %)SAP
64 (6.349 %)IBM
73 (4.762 %)Microsoft
73 (4.762 %)Genesys
73 (4.762 %)Casewise
82 (3.175 %)Ascential
82 (3.175 %)Chordiant
91 (1.587 %)Hyperion
91 (1.587 %)MicroStrategy
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