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 3 July 2015 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
3 Jul 2015
Same period 2014 Same period 2013
Extract, Transform and Load (ETL)
Rank 44 62 74
Rank change year-on-year
+18 +12
Contract jobs citing ETL 99 68 45
As % of all contract IT jobs located in Scotland 3.28% 2.54% 1.78%
As % of the Processes & Methodologies category 4.19% 3.31% 2.46%
Number of daily rates quoted 59 36 25
Average daily rate
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of your Daily Rate
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£350 £344 £425
Average daily rate % change year-on-year
+1.81% -19.11%
90% offered a daily rate of more than £269 £200 £279
10% offered a daily rate of more than £460 £450 £490
UK excluding London average daily rate £389 £375 £375
% change year-on-year
+3.66% -
Number of hourly rates quoted 0 0 0
Average hourly rate - - -
UK excluding London average hourly rate £30.00 £37.80 £30.00
% change year-on-year
-20.63% +26.00%
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
2360 2056 1826
As % of all contract IT jobs located in Scotland 78.22% 76.72% 72.09%
Number of daily rates quoted 1206 1131 915
Average daily rate £365 £375 £375
Average daily rate % change year-on-year
-2.66% -
90% offered a daily rate of more than £270 £253 £260
10% offered a daily rate of more than £475 £500 £500
UK excluding London average daily rate £388 £375 £370
% change year-on-year
+3.33% +1.35%
Number of hourly rates quoted 60 34 33
Average hourly rate £30.50 £27.50 £19.00
Average hourly rate % change year-on-year
+10.90% +44.73%
90% offered a hourly rate of more than £12.88 £13.10 £9.25
10% offered a hourly rate of more than £42.50 £38.50 £34.00
UK excluding London average hourly rate £30.00 £28.50 £30.50
% change year-on-year
+5.26% -6.55%

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 3 July 2015.

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 3 July 2015. 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 +17 65 £348 +23.00% 10
Glasgow +7 28 £338 -10.00% 6
Inverclyde - 2 £400 -
South Lanarkshire - 1 £450 -
ETL
UK

ETL
Top 30 Related IT Skills in Scotland

For the 6 months to 3 July 2015, 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 96 (53.04%) Finance
2 79 (43.65%) SQL
3 73 (40.33%) Data Warehouse
4 59 (32.60%) Banking
5 46 (25.41%) Business Intelligence
5 46 (25.41%) Oracle
6 43 (23.76%) Migration
7 40 (22.10%) Informatica
8 38 (20.99%) SQL Server
9 34 (18.78%) SQL Server Integration Services
10 33 (18.23%) Data Migration
11 29 (16.02%) Data Modelling
12 26 (14.36%) Analytics
13 25 (13.81%) SQL Server Reporting Services
14 24 (13.26%) Retail
14 24 (13.26%) Data Integration
15 21 (11.60%) Agile Software Development
16 20 (11.05%) PL/SQL
16 20 (11.05%) Oracle Database
17 19 (10.50%) ETL Development
18 18 (9.94%) User Acceptance Testing
19 17 (9.39%) UNIX
20 16 (8.84%) Data Quality
21 15 (8.29%) PowerCenter
21 15 (8.29%) ISEB
22 14 (7.73%) Stakeholder Management
22 14 (7.73%) SQL Server 2008
22 14 (7.73%) Asset Management
22 14 (7.73%) Data Analysis
23 13 (7.18%) Retail Banking

ETL
Top Related IT Skills in Scotland by Category

For the 6 months to 3 July 2015, 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 12 (6.63%) SAS
2 5 (2.76%) PowerExchange
3 2 (1.10%) Oracle Workflow
3 2 (1.10%) Tomcat
3 2 (1.10%) SharePoint
4 1 (0.55%) CICS
4 1 (0.55%) WebSphere
4 1 (0.55%) JBoss
Applications
1 4 (2.21%) MS Excel
Business Applications
1 4 (2.21%) Cognos Business Intelligence
2 3 (1.66%) Markit EDM
3 2 (1.10%) Maximo
4 1 (0.55%) Dynamics CRM
4 1 (0.55%) Dynamics AX
4 1 (0.55%) Oracle Financials
Communications & Networking
1 2 (1.10%) HTTP
1 2 (1.10%) TCP/IP
1 2 (1.10%) SAN
Database & Business Intelligence
1 73 (40.33%) Data Warehouse
2 38 (20.99%) SQL Server
3 34 (18.78%) SQL Server Integration Services
4 25 (13.81%) SQL Server Reporting Services
5 20 (11.05%) Oracle Database
6 15 (8.29%) PowerCenter
7 14 (7.73%) SQL Server 2008
8 13 (7.18%) SQL Server 2012
9 9 (4.97%) Big Data
10 8 (4.42%) SQL Server Analysis Services
11 7 (3.87%) NoSQL
11 7 (3.87%) DataStage
12 6 (3.31%) Data Mining
12 6 (3.31%) Hadoop
13 5 (2.76%) Oracle Database 11g
14 4 (2.21%) RDBMS
14 4 (2.21%) DB2
14 4 (2.21%) BusinessObjects
14 4 (2.21%) Oracle ODI
14 4 (2.21%) Relational Database
Development Applications
1 9 (4.97%) ERwin
2 4 (2.21%) Subversion
3 2 (1.10%) Selenium
3 2 (1.10%) WebDriver
3 2 (1.10%) JMeter
4 1 (0.55%) Visual Studio
General
1 96 (53.04%) Finance
2 59 (32.60%) Banking
3 24 (13.26%) Retail
4 13 (7.18%) Retail Banking
5 9 (4.97%) Financial Institution
6 4 (2.21%) Back Office
6 4 (2.21%) Marketing
7 2 (1.10%) Investment Banking
7 2 (1.10%) Aerospace
8 1 (0.55%) Law
8 1 (0.55%) Legal
8 1 (0.55%) Telecoms
8 1 (0.55%) Front Office
8 1 (0.55%) General Ledger
Job Titles
1 66 (36.46%) Developer
2 44 (24.31%) Analyst
3 20 (11.05%) SQL Developer
4 19 (10.50%) Test Analyst
5 17 (9.39%) Test Manager
6 16 (8.84%) Architect
7 14 (7.73%) ETL Developer
7 14 (7.73%) Business Intelligence Developer
8 12 (6.63%) Informatica Developer
9 11 (6.08%) Data Analyst
10 10 (5.52%) Project Manager
11 9 (4.97%) Designer
12 8 (4.42%) ETL Architect
12 8 (4.42%) Business Analyst
13 7 (3.87%) Solutions Designer
14 6 (3.31%) Oracle Developer
14 6 (3.31%) Technical Leader
15 5 (2.76%) DBA
16 4 (2.21%) Solutions Architect
16 4 (2.21%) Data Architect
Libraries, Frameworks & Software Standards
1 9 (4.97%) XML
2 6 (3.31%) Web Services
3 4 (2.21%) .NET
4 2 (1.10%) HTML
4 2 (1.10%) XSLT
4 2 (1.10%) Oracle Streams
5 1 (0.55%) Drools
5 1 (0.55%) Gherkin
5 1 (0.55%) XSD
5 1 (0.55%) JMS
5 1 (0.55%) SAP XI
5 1 (0.55%) MDX
5 1 (0.55%) ASP.NET
5 1 (0.55%) CSS
Miscellaneous
1 24 (13.26%) Data Integration
2 11 (6.08%) Analytical Skills
3 8 (4.42%) Data Extraction
4 3 (1.66%) FMCG
4 3 (1.66%) Data Centre
5 2 (1.10%) Data Structures
5 2 (1.10%) Data Conversion
5 2 (1.10%) Computer Science
6 1 (0.55%) Credit Risk
6 1 (0.55%) Mainframe
6 1 (0.55%) Replication
6 1 (0.55%) VSAM
Operating Systems
1 17 (9.39%) UNIX
2 3 (1.66%) Windows
3 2 (1.10%) Solaris
3 2 (1.10%) Linux
Processes & Methodologies
1 46 (25.41%) Business Intelligence
2 43 (23.76%) Migration
3 33 (18.23%) Data Migration
4 29 (16.02%) Data Modelling
5 26 (14.36%) Analytics
6 21 (11.60%) Agile Software Development
7 19 (10.50%) ETL Development
8 18 (9.94%) User Acceptance Testing
9 14 (7.73%) Asset Management
9 14 (7.73%) Data Analysis
9 14 (7.73%) Stakeholder Management
10 12 (6.63%) SDLC
11 11 (6.08%) Data Analytics
12 10 (5.52%) Data Management
13 8 (4.42%) SOA
13 8 (4.42%) Data Architecture
13 8 (4.42%) Data Transformation
14 7 (3.87%) Non-Functional Testing
15 6 (3.31%) Supplier Management
15 6 (3.31%) Software Testing
Programming Languages
1 79 (43.65%) SQL
2 20 (11.05%) PL/SQL
3 10 (5.52%) T-SQL
4 8 (4.42%) Java
5 3 (1.66%) JavaScript
5 3 (1.66%) VBA
6 2 (1.10%) Shell Script
6 2 (1.10%) VB
6 2 (1.10%) VB.NET
7 1 (0.55%) C#
7 1 (0.55%) COBOL
7 1 (0.55%) SAS Macro
Qualifications
1 15 (8.29%) ISEB
2 8 (4.42%) Security Cleared
3 4 (2.21%) SC Cleared
3 4 (2.21%) ISTQB
4 3 (1.66%) Degree
Quality Assurance & Compliance
1 16 (8.84%) Data Quality
2 8 (4.42%) QA
3 1 (0.55%) Solvency II
3 1 (0.55%) COREP
Systems Management
1 4 (2.21%) HP Quality Center
2 2 (1.10%) Oracle RMAN
2 2 (1.10%) Data Guard
Vendors
1 46 (25.41%) Oracle
2 40 (22.10%) Informatica
3 13 (7.18%) Teradata
3 13 (7.18%) Microsoft
4 10 (5.52%) Cognos
5 9 (4.97%) Business Objects
6 8 (4.42%) SAP
7 7 (3.87%) IBM
7 7 (3.87%) CA
8 5 (2.76%) Pega
8 5 (2.76%) Veritas
9 3 (1.66%) Netezza
10 2 (1.10%) Tableau
10 2 (1.10%) Sybase
11 1 (0.55%) GoldenSource
11 1 (0.55%) Charles River
11 1 (0.55%) Ab Initio
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