The table below looks at the statistics for ETL skills in IT contracts advertised for the Edinburgh region. Included is a guide to the average contractor rates offered in IT contracts that have cited ETL over the 3 months to 3 August 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 Aug 2015
Same period 2014 Same period 2013
Extract, Transform and Load (ETL)
Rank 29 48 39
Rank change year-on-year
+19 -9
Contract jobs citing ETL 67 40 27
As % of all contract IT jobs located in Edinburgh 4.16% 3.13% 2.62%
As % of the Processes & Methodologies category 5.23% 4.02% 3.56%
Number of daily rates quoted 43 22 19
Average daily rate
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of your Daily Rate
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£388 £391 £350
Average daily rate % change year-on-year
-0.95% +11.78%
90% offered a daily rate of more than £290 £238 £275
10% offered a daily rate of more than £500 £550 £480
UK excluding London average daily rate £395 £375 £375
% change year-on-year
+5.33% -
Number of hourly rates quoted 0 0 0
Average hourly rate - - -
UK excluding London average hourly rate £30.00 £61.00 £37.50
% change year-on-year
-50.81% +62.66%
ETL
Scotland

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in contract jobs advertised in the Edinburgh region.

Processes & Methodologies Category
Edinburgh
Contract IT job ads with a match in the
Processes & Methodologies category
1281 994 758
As % of all contract IT jobs located in Edinburgh 79.61% 77.72% 73.59%
Number of daily rates quoted 676 580 363
Average daily rate £375 £400 £400
Average daily rate % change year-on-year
-6.25% -
90% offered a daily rate of more than £275 £270 £275
10% offered a daily rate of more than £500 £525 £525
UK excluding London average daily rate £388 £375 £375
% change year-on-year
+3.33% -
Number of hourly rates quoted 10 12 16
Average hourly rate £16.25 £18.00 £20.00
Average hourly rate % change year-on-year
-9.72% -10.00%
90% offered a hourly rate of more than £12.52 £12.00 £6.26
10% offered a hourly rate of more than £42.50 £22.05 £32.50
UK excluding London average hourly rate £30.52 £26.50 £31.00
% change year-on-year
+15.16% -14.51%

ETL
Jobs Demand Trend in Edinburgh

This chart provides a 3-month moving total of IT contractor jobs citing ETL across the Edinburgh region as a proportion of the total demand within the Processes & Methodologies category.

ETL Jobs Demand Trend in Edinburgh

ETL
Daily Rate Trend in Edinburgh

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

ETL Daily Rate Trend in Edinburgh

ETL
Daily Rate Histogram in Edinburgh

This chart provides a histogram of daily rates quoted in contract IT jobs citing ETL across the Edinburgh region over the 3 months to 3 August 2015.

ETL Daily Rate Histogram in Edinburgh

ETL
Hourly Rate Trend in Edinburgh

This chart provides the 3-month moving average for hourly rates quoted in IT contractor jobs citing ETL across the Edinburgh region.

ETL Hourly Rate Trend in Edinburgh

ETL
Top 30 Related IT Skills in Edinburgh

For the 6 months to 3 August 2015, IT contractor jobs across the Edinburgh 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 70 (59.32%) Finance
2 55 (46.61%) Data Warehouse
3 52 (44.07%) Banking
4 48 (40.68%) SQL
5 33 (27.97%) Informatica
6 26 (22.03%) Oracle
7 25 (21.19%) Migration
7 25 (21.19%) Retail
8 24 (20.34%) Analytics
9 20 (16.95%) SQL Server
9 20 (16.95%) Business Intelligence
9 20 (16.95%) Data Integration
10 18 (15.25%) Data Migration
10 18 (15.25%) User Acceptance Testing
11 17 (14.41%) ISEB
12 16 (13.56%) Data Modelling
13 15 (12.71%) Asset Management
13 15 (12.71%) SQL Server Integration Services
14 14 (11.86%) Data Analysis
14 14 (11.86%) Teradata
14 14 (11.86%) UNIX
14 14 (11.86%) PowerCenter
15 13 (11.02%) SQL Server Reporting Services
15 13 (11.02%) Data Analytics
16 12 (10.17%) Agile Software Development
16 12 (10.17%) Retail Banking
16 12 (10.17%) Stakeholder Management
17 11 (9.32%) Data Quality
18 10 (8.47%) ETL Development
18 10 (8.47%) SAS

ETL
Top Related IT Skills in Edinburgh by Category

For the 6 months to 3 August 2015, IT contractor jobs across the Edinburgh 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 (8.47%) SAS
2 5 (4.24%) PowerExchange
3 2 (1.69%) SharePoint
Applications
1 3 (2.54%) MS Excel
Business Applications
1 8 (6.78%) Markit EDM
2 2 (1.69%) Oracle Financials
Communications & Networking
1 2 (1.69%) HTTP
1 2 (1.69%) TCP/IP
Database & Business Intelligence
1 55 (46.61%) Data Warehouse
2 20 (16.95%) SQL Server
3 15 (12.71%) SQL Server Integration Services
4 14 (11.86%) PowerCenter
5 13 (11.02%) SQL Server Reporting Services
6 9 (7.63%) SQL Server 2008
7 8 (6.78%) SQL Server 2012
7 8 (6.78%) Oracle Database
8 6 (5.08%) Big Data
8 6 (5.08%) DataStage
9 5 (4.24%) Data Mining
9 5 (4.24%) SQL Server Analysis Services
9 5 (4.24%) NoSQL
10 4 (3.39%) Hadoop
11 3 (2.54%) DB2
11 3 (2.54%) BusinessObjects
12 2 (1.69%) DTS
12 2 (1.69%) Oracle Database 11g
13 1 (0.85%) SQL Server 2005
13 1 (0.85%) Base SAS
Development Applications
1 7 (5.93%) ERwin
2 3 (2.54%) Toad
3 2 (1.69%) JMeter
3 2 (1.69%) Selenium
3 2 (1.69%) WebDriver
General
1 70 (59.32%) Finance
2 52 (44.07%) Banking
3 25 (21.19%) Retail
4 12 (10.17%) Retail Banking
5 5 (4.24%) Financial Institution
6 4 (3.39%) Marketing
7 3 (2.54%) Back Office
8 1 (0.85%) Front Office
8 1 (0.85%) Law
8 1 (0.85%) Legal
8 1 (0.85%) Investment Banking
8 1 (0.85%) General Ledger
Job Titles
1 36 (30.51%) Analyst
2 30 (25.42%) Developer
3 21 (17.80%) Test Analyst
4 16 (13.56%) Architect
5 12 (10.17%) Project Manager
6 10 (8.47%) Test Manager
7 9 (7.63%) SQL Developer
7 9 (7.63%) Informatica Developer
7 9 (7.63%) ETL Developer
8 8 (6.78%) ETL Architect
8 8 (6.78%) Data Analyst
9 7 (5.93%) Business Intelligence Developer
10 5 (4.24%) Designer
10 5 (4.24%) Solutions Designer
10 5 (4.24%) Business Analyst
10 5 (4.24%) Solutions Architect
11 4 (3.39%) IT Project Manager
12 3 (2.54%) Test Leader
12 3 (2.54%) Data Warehouse Manager
12 3 (2.54%) Data Manager
Libraries, Frameworks & Software Standards
1 3 (2.54%) .NET
1 3 (2.54%) SOAP
1 3 (2.54%) XML
2 2 (1.69%) HTML
3 1 (0.85%) Oracle Fusion
3 1 (0.85%) Gherkin
3 1 (0.85%) Web Services
3 1 (0.85%) ASP.NET
3 1 (0.85%) CSS
Miscellaneous
1 20 (16.95%) Data Integration
2 5 (4.24%) Data Extraction
3 4 (3.39%) Data Centre
3 4 (3.39%) Analytical Skills
4 3 (2.54%) FMCG
5 2 (1.69%) Mainframe
5 2 (1.69%) Equities
5 2 (1.69%) VSAM
5 2 (1.69%) Derivative
6 1 (0.85%) Computer Science
6 1 (0.85%) Credit Risk
6 1 (0.85%) Data Structures
Operating Systems
1 14 (11.86%) UNIX
Processes & Methodologies
1 25 (21.19%) Migration
2 24 (20.34%) Analytics
3 20 (16.95%) Business Intelligence
4 18 (15.25%) User Acceptance Testing
4 18 (15.25%) Data Migration
5 16 (13.56%) Data Modelling
6 15 (12.71%) Asset Management
7 14 (11.86%) Data Analysis
8 13 (11.02%) Data Analytics
9 12 (10.17%) Stakeholder Management
9 12 (10.17%) Agile Software Development
10 10 (8.47%) Data Management
10 10 (8.47%) ETL Development
11 8 (6.78%) System Integration Testing
11 8 (6.78%) Project Management
12 7 (5.93%) Investment Management
12 7 (5.93%) SDLC
12 7 (5.93%) Functional Testing
12 7 (5.93%) Non-Functional Testing
13 6 (5.08%) Software Testing
Programming Languages
1 48 (40.68%) SQL
2 6 (5.08%) PL/SQL
3 5 (4.24%) T-SQL
4 2 (1.69%) VB.NET
4 2 (1.69%) VBA
4 2 (1.69%) JavaScript
5 1 (0.85%) C#
5 1 (0.85%) Java
5 1 (0.85%) SAS Macro
Qualifications
1 17 (14.41%) ISEB
2 4 (3.39%) ISTQB
3 1 (0.85%) Degree
3 1 (0.85%) PMP
3 1 (0.85%) PMI Certification
Quality Assurance & Compliance
1 11 (9.32%) Data Quality
2 6 (5.08%) QA
3 1 (0.85%) Solvency II
Systems Management
1 4 (3.39%) HP Quality Center
Vendors
1 33 (27.97%) Informatica
2 26 (22.03%) Oracle
3 14 (11.86%) Teradata
4 6 (5.08%) CA
5 5 (4.24%) IBM
5 5 (4.24%) Pega
6 4 (3.39%) Microsoft
6 4 (3.39%) SAP
7 3 (2.54%) Bloomberg
8 2 (1.69%) Cognos
8 2 (1.69%) Tableau
8 2 (1.69%) Algorithmics
8 2 (1.69%) Netezza
9 1 (0.85%) GoldenSource
9 1 (0.85%) Twitter
9 1 (0.85%) Charles River
9 1 (0.85%) Hyperion