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 29 May 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
29 May 2015
Same period 2014 Same period 2013
Extract, Transform and Load (ETL)
Rank 42 49 30
Rank change year-on-year
+7 -19
Contract jobs citing ETL 49 37 29
As % of all contract IT jobs located in Edinburgh 3.52% 2.97% 3.40%
As % of the Processes & Methodologies category 4.50% 4.03% 4.63%
Number of daily rates quoted 33 22 16
Average daily rate
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£348 £331 £425
Average daily rate % change year-on-year
+4.90% -22.05%
90% offered a daily rate of more than £249 £190 £275
10% offered a daily rate of more than £495 £473 £513
UK excluding London average daily rate £400 £375 £375
% change year-on-year
+6.66% -
Number of hourly rates quoted 0 0 0
Average hourly rate - - -
UK excluding London average hourly rate £33.50 £55.00 £30.00
% change year-on-year
-39.09% +83.33%
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
1090 917 626
As % of all contract IT jobs located in Edinburgh 78.19% 73.65% 73.39%
Number of daily rates quoted 609 564 294
Average daily rate £375 £400 £413
Average daily rate % change year-on-year
-6.25% -3.03%
90% offered a daily rate of more than £270 £250 £260
10% offered a daily rate of more than £490 £515 £525
UK excluding London average daily rate £388 £375 £365
% change year-on-year
+3.33% +2.73%
Number of hourly rates quoted 14 20 9
Average hourly rate £40.00 £25.00 £20.00
Average hourly rate % change year-on-year
+60.00% +25.00%
90% offered a hourly rate of more than £14.00 £18.30 £11.00
10% offered a hourly rate of more than £42.50 £32.00 £24.00
UK excluding London average hourly rate £30.00 £30.00 £32.00
% change year-on-year
- -6.25%

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 29 May 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 29 May 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 48 (52.17%) Banking
2 44 (47.83%) Finance
3 42 (45.65%) Data Warehouse
4 39 (42.39%) SQL
5 30 (32.61%) Migration
6 26 (28.26%) Informatica
7 23 (25.00%) Oracle
8 22 (23.91%) Data Migration
9 21 (22.83%) Retail
10 20 (21.74%) Analytics
11 18 (19.57%) Data Modelling
12 15 (16.30%) UNIX
13 13 (14.13%) PowerCenter
14 12 (13.04%) Business Intelligence
14 12 (13.04%) ISEB
14 12 (13.04%) Data Analysis
14 12 (13.04%) Retail Banking
14 12 (13.04%) Data Quality
14 12 (13.04%) Data Integration
15 11 (11.96%) User Acceptance Testing
15 11 (11.96%) SAS
16 10 (10.87%) Teradata
17 9 (9.78%) Data Management
17 9 (9.78%) ERwin
18 8 (8.70%) Stakeholder Management
18 8 (8.70%) SQL Server
18 8 (8.70%) Agile Software Development
18 8 (8.70%) Data Analytics
18 8 (8.70%) Oracle Database
19 7 (7.61%) Analytical Skills

ETL
Top Related IT Skills in Edinburgh by Category

For the 6 months to 29 May 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 11 (11.96%) SAS
2 3 (3.26%) PowerExchange
3 2 (2.17%) SharePoint
4 1 (1.09%) CICS
Applications
1 4 (4.35%) MS Excel
Business Applications
1 1 (1.09%) Markit EDM
1 1 (1.09%) Cognos Business Intelligence
Communications & Networking
1 2 (2.17%) HTTP
1 2 (2.17%) TCP/IP
Database & Business Intelligence
1 42 (45.65%) Data Warehouse
2 13 (14.13%) PowerCenter
3 8 (8.70%) SQL Server
3 8 (8.70%) Oracle Database
4 6 (6.52%) Big Data
4 6 (6.52%) NoSQL
5 5 (5.43%) Hadoop
5 5 (5.43%) Relational Database
5 5 (5.43%) DB2
6 4 (4.35%) Data Mining
7 3 (3.26%) SQL Server 2012
7 3 (3.26%) SQL Server 2008
7 3 (3.26%) SQL Server Integration Services
7 3 (3.26%) SQL Server Reporting Services
7 3 (3.26%) DataStage
7 3 (3.26%) RDBMS
8 2 (2.17%) SQL Server Analysis Services
8 2 (2.17%) Enterprise Data Warehouse
8 2 (2.17%) SAP Data Services
9 1 (1.09%) SAS Data Integration Studio
Development Applications
1 9 (9.78%) ERwin
2 2 (2.17%) JMeter
2 2 (2.17%) Selenium
2 2 (2.17%) WebDriver
3 1 (1.09%) Toad
General
1 48 (52.17%) Banking
2 44 (47.83%) Finance
3 21 (22.83%) Retail
4 12 (13.04%) Retail Banking
5 3 (3.26%) Back Office
6 1 (1.09%) Marketing
6 1 (1.09%) Investment Banking
6 1 (1.09%) General Ledger
6 1 (1.09%) Legal
6 1 (1.09%) Front Office
6 1 (1.09%) Financial Institution
Job Titles
1 34 (36.96%) Analyst
2 17 (18.48%) Developer
3 16 (17.39%) Test Analyst
4 14 (15.22%) Data Analyst
5 13 (14.13%) Architect
6 10 (10.87%) Test Manager
7 8 (8.70%) ETL Architect
8 7 (7.61%) ETL Developer
9 6 (6.52%) Solutions Designer
9 6 (6.52%) Informatica Developer
9 6 (6.52%) Designer
10 5 (5.43%) Project Manager
11 4 (4.35%) Business Analyst
12 3 (3.26%) Data Warehouse Manager
12 3 (3.26%) Data Manager
12 3 (3.26%) IT Project Manager
12 3 (3.26%) SQL Developer
12 3 (3.26%) Solutions Architect
13 2 (2.17%) Data Architect
13 2 (2.17%) Senior Analyst
Libraries, Frameworks & Software Standards
1 2 (2.17%) HTML
2 1 (1.09%) Gherkin
2 1 (1.09%) CSS
2 1 (1.09%) Web Services
Miscellaneous
1 12 (13.04%) Data Integration
2 7 (7.61%) Analytical Skills
3 6 (6.52%) Data Extraction
4 3 (3.26%) FMCG
4 3 (3.26%) Computer Science
5 2 (2.17%) VSAM
6 1 (1.09%) Data Structures
6 1 (1.09%) Credit Risk
6 1 (1.09%) Mainframe
Operating Systems
1 15 (16.30%) UNIX
Processes & Methodologies
1 30 (32.61%) Migration
2 22 (23.91%) Data Migration
3 20 (21.74%) Analytics
4 18 (19.57%) Data Modelling
5 12 (13.04%) Business Intelligence
5 12 (13.04%) Data Analysis
6 11 (11.96%) User Acceptance Testing
7 9 (9.78%) Data Management
8 8 (8.70%) Stakeholder Management
8 8 (8.70%) Agile Software Development
8 8 (8.70%) Data Analytics
9 6 (6.52%) Asset Management
9 6 (6.52%) Software Testing
9 6 (6.52%) Non-Functional Testing
10 4 (4.35%) Validation
10 4 (4.35%) Data Validation
10 4 (4.35%) Data Architecture
10 4 (4.35%) Data Governance
10 4 (4.35%) Master Data Management
11 3 (3.26%) Data Transformation
Programming Languages
1 39 (42.39%) SQL
2 4 (4.35%) T-SQL
3 3 (3.26%) PL/SQL
4 2 (2.17%) JavaScript
4 2 (2.17%) VBA
5 1 (1.09%) SAS Macro
5 1 (1.09%) COBOL
Qualifications
1 12 (13.04%) ISEB
2 4 (4.35%) ISTQB
3 3 (3.26%) Degree
Quality Assurance & Compliance
1 12 (13.04%) Data Quality
2 5 (5.43%) QA
Systems Management
1 4 (4.35%) HP Quality Center
Vendors
1 26 (28.26%) Informatica
2 23 (25.00%) Oracle
3 10 (10.87%) Teradata
4 7 (7.61%) CA
5 5 (5.43%) Netezza
5 5 (5.43%) Business Objects
5 5 (5.43%) SAP
6 4 (4.35%) IBM
7 3 (3.26%) Pega
7 3 (3.26%) Microsoft
7 3 (3.26%) Cognos
8 2 (2.17%) GoldenSource
9 1 (1.09%) Ab Initio
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