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 30 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
30 Jul 2015
Same period 2014 Same period 2013
Extract, Transform and Load (ETL)
Rank 45 67 73
Rank change year-on-year
+22 +6
Contract jobs citing ETL 114 68 40
As % of all contract IT jobs located in Scotland 3.56% 2.47% 1.62%
As % of the Processes & Methodologies category 4.50% 3.16% 2.23%
Number of daily rates quoted 70 35 30
Average daily rate
Keep up to 90%
of your Daily Rate
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£378 £388 £388
Average daily rate % change year-on-year
-2.58% -
90% offered a daily rate of more than £290 £319 £284
10% offered a daily rate of more than £500 £540 £500
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 £28.75 £55.00 £33.75
% change year-on-year
-47.72% +62.96%
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
2535 2152 1791
As % of all contract IT jobs located in Scotland 79.27% 78.06% 72.66%
Number of daily rates quoted 1284 1136 898
Average daily rate £375 £375 £375
90% offered a daily rate of more than £270 £250 £261
10% offered a daily rate of more than £475 £500 £500
UK excluding London average daily rate £388 £375 £375
% change year-on-year
+3.33% -
Number of hourly rates quoted 58 36 40
Average hourly rate £30.50 £21.75 £19.50
Average hourly rate % change year-on-year
+40.22% +11.53%
90% offered a hourly rate of more than £12.35 £11.65 £9.25
10% offered a hourly rate of more than £46.70 £128.10 £34.00
UK excluding London average hourly rate £30.00 £26.50 £31.00
% change year-on-year
+13.20% -14.51%

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 30 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 30 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 64 £388 -0.95% 4
Glasgow +25 41 £356 -6.55% 11
Inverclyde - 4 £400 -
South Lanarkshire - 1 £450 -
ETL
UK

ETL
Top 30 Related IT Skills in Scotland

For the 6 months to 30 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.

1 106 (53.81%) Finance
2 88 (44.67%) SQL
3 83 (42.13%) Data Warehouse
4 56 (28.43%) Banking
5 51 (25.89%) Oracle
6 48 (24.37%) Business Intelligence
7 47 (23.86%) SQL Server
8 46 (23.35%) Migration
9 44 (22.34%) Informatica
10 39 (19.80%) SQL Server Integration Services
11 37 (18.78%) Data Migration
12 32 (16.24%) Data Modelling
13 28 (14.21%) Data Integration
13 28 (14.21%) SQL Server Reporting Services
14 24 (12.18%) Retail
14 24 (12.18%) Analytics
15 23 (11.68%) UNIX
16 22 (11.17%) PL/SQL
16 22 (11.17%) Agile Software Development
16 22 (11.17%) User Acceptance Testing
16 22 (11.17%) Oracle Database
17 21 (10.66%) ETL Development
18 18 (9.14%) Microsoft
19 17 (8.63%) ISEB
19 17 (8.63%) Asset Management
20 16 (8.12%) Stakeholder Management
21 15 (7.61%) T-SQL
21 15 (7.61%) Data Analysis
21 15 (7.61%) SQL Server 2008
21 15 (7.61%) SDLC

ETL
Top Related IT Skills in Scotland by Category

For the 6 months to 30 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 10 (5.08%) SAS
2 4 (2.03%) PowerExchange
3 3 (1.52%) Oracle Workflow
3 3 (1.52%) WebSphere
3 3 (1.52%) JBoss
4 2 (1.02%) Tomcat
4 2 (1.02%) SharePoint
Applications
1 6 (3.05%) MS Excel
2 1 (0.51%) MS Visio
2 1 (0.51%) MS PowerPoint
2 1 (0.51%) MS Office
Business Applications
1 7 (3.55%) Markit EDM
2 2 (1.02%) Cognos Business Intelligence
2 2 (1.02%) Oracle Financials
2 2 (1.02%) Maximo
3 1 (0.51%) Cognos TM1
3 1 (0.51%) Dynamics CRM
3 1 (0.51%) Dynamics AX
3 1 (0.51%) Cognos Controller
Communications & Networking
1 3 (1.52%) SAN
2 2 (1.02%) HTTP
2 2 (1.02%) TCP/IP
Database & Business Intelligence
1 83 (42.13%) Data Warehouse
2 47 (23.86%) SQL Server
3 39 (19.80%) SQL Server Integration Services
4 28 (14.21%) SQL Server Reporting Services
5 22 (11.17%) Oracle Database
6 15 (7.61%) SQL Server 2008
7 14 (7.11%) SQL Server 2012
7 14 (7.11%) PowerCenter
8 11 (5.58%) SQL Server Analysis Services
9 10 (5.08%) DataStage
9 10 (5.08%) BusinessObjects
10 7 (3.55%) Oracle Database 11g
10 7 (3.55%) Data Mining
10 7 (3.55%) Big Data
11 6 (3.05%) DTS
12 5 (2.54%) Enterprise Data Warehouse
12 5 (2.54%) NoSQL
13 4 (2.03%) Hadoop
13 4 (2.03%) Oracle ODI
13 4 (2.03%) QlikView
Development Applications
1 9 (4.57%) ERwin
2 4 (2.03%) Subversion
3 3 (1.52%) Toad
4 2 (1.02%) JMeter
4 2 (1.02%) Selenium
4 2 (1.02%) WebDriver
5 1 (0.51%) ClearCase
General
1 106 (53.81%) Finance
2 56 (28.43%) Banking
3 24 (12.18%) Retail
4 12 (6.09%) Retail Banking
5 11 (5.58%) Financial Institution
6 4 (2.03%) Back Office
6 4 (2.03%) Marketing
7 2 (1.02%) Investment Banking
7 2 (1.02%) Aerospace
7 2 (1.02%) Law
8 1 (0.51%) Legal
8 1 (0.51%) Telecoms
8 1 (0.51%) Front Office
8 1 (0.51%) General Ledger
Job Titles
1 73 (37.06%) Developer
2 46 (23.35%) Analyst
3 22 (11.17%) SQL Developer
4 21 (10.66%) Test Analyst
5 17 (8.63%) Test Manager
5 17 (8.63%) Architect
6 16 (8.12%) Business Intelligence Developer
7 15 (7.61%) ETL Developer
8 11 (5.58%) Informatica Developer
8 11 (5.58%) Project Manager
9 9 (4.57%) Business Analyst
9 9 (4.57%) Data Analyst
10 8 (4.06%) Designer
10 8 (4.06%) ETL Architect
11 7 (3.55%) Oracle Developer
12 6 (3.05%) Programmer
13 5 (2.54%) Solutions Designer
13 5 (2.54%) Senior Analyst
13 5 (2.54%) DBA
13 5 (2.54%) Solutions Architect
Libraries, Frameworks & Software Standards
1 11 (5.58%) XML
2 6 (3.05%) Web Services
3 4 (2.03%) .NET
4 3 (1.52%) Oracle Streams
4 3 (1.52%) Drools
5 2 (1.02%) MDX
5 2 (1.02%) iBATIS
5 2 (1.02%) HTML
5 2 (1.02%) SOAP
5 2 (1.02%) XSLT
6 1 (0.51%) JMS
6 1 (0.51%) SAP XI
6 1 (0.51%) XSD
6 1 (0.51%) ASP.NET
6 1 (0.51%) CSS
6 1 (0.51%) Oracle Fusion
6 1 (0.51%) Gherkin
6 1 (0.51%) Oracle GoldenGate
Miscellaneous
1 28 (14.21%) Data Integration
2 10 (5.08%) Analytical Skills
3 7 (3.55%) Data Extraction
4 3 (1.52%) Data Centre
4 3 (1.52%) FMCG
5 2 (1.02%) Data Structures
5 2 (1.02%) Replication
5 2 (1.02%) Computer Science
5 2 (1.02%) Data Conversion
6 1 (0.51%) Mainframe
6 1 (0.51%) Credit Risk
6 1 (0.51%) Clustering
6 1 (0.51%) Equities
6 1 (0.51%) VSAM
6 1 (0.51%) Derivative
Operating Systems
1 23 (11.68%) UNIX
2 6 (3.05%) Windows
3 3 (1.52%) Solaris
3 3 (1.52%) Linux
Processes & Methodologies
1 48 (24.37%) Business Intelligence
2 46 (23.35%) Migration
3 37 (18.78%) Data Migration
4 32 (16.24%) Data Modelling
5 24 (12.18%) Analytics
6 22 (11.17%) User Acceptance Testing
6 22 (11.17%) Agile Software Development
7 21 (10.66%) ETL Development
8 17 (8.63%) Asset Management
9 16 (8.12%) Stakeholder Management
10 15 (7.61%) Data Analysis
10 15 (7.61%) SDLC
11 13 (6.60%) Data Analytics
12 11 (5.58%) Data Management
13 10 (5.08%) Data Transformation
14 8 (4.06%) Performance Tuning
14 8 (4.06%) System Integration Testing
14 8 (4.06%) Non-Functional Testing
15 7 (3.55%) Functional Testing
15 7 (3.55%) Data Architecture
Programming Languages
1 88 (44.67%) SQL
2 22 (11.17%) PL/SQL
3 15 (7.61%) T-SQL
4 8 (4.06%) Java
5 4 (2.03%) VB
5 4 (2.03%) VBA
5 4 (2.03%) Shell Script
6 3 (1.52%) JavaScript
7 2 (1.02%) VB.NET
8 1 (0.51%) Perl
8 1 (0.51%) C#
8 1 (0.51%) SAS Macro
Qualifications
1 17 (8.63%) ISEB
2 9 (4.57%) Security Cleared
3 4 (2.03%) SC Cleared
3 4 (2.03%) ISTQB
4 3 (1.52%) Degree
Quality Assurance & Compliance
1 15 (7.61%) Data Quality
2 9 (4.57%) QA
3 1 (0.51%) Solvency II
Systems Management
1 6 (3.05%) HP Quality Center
2 3 (1.52%) Oracle RMAN
2 3 (1.52%) Data Guard
3 1 (0.51%) Control-M
Vendors
1 51 (25.89%) Oracle
2 44 (22.34%) Informatica
3 18 (9.14%) Microsoft
4 13 (6.60%) Teradata
5 11 (5.58%) Cognos
6 8 (4.06%) Veritas
7 7 (3.55%) CA
7 7 (3.55%) IBM
7 7 (3.55%) SAP
8 5 (2.54%) Pega
9 3 (1.52%) Netezza
9 3 (1.52%) Bloomberg
9 3 (1.52%) Sybase
10 2 (1.02%) Red Hat
10 2 (1.02%) Algorithmics
10 2 (1.02%) Tableau
11 1 (0.51%) Twitter
11 1 (0.51%) Perforce
11 1 (0.51%) Ab Initio
11 1 (0.51%) Charles River
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