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 1 April 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
1 Apr 2015
Same period 2014 Same period 2013
Extract, Transform and Load (ETL)
Rank 36 66 37
Rank change year-on-year
+30 -29
Contract jobs citing ETL 51 14 19
As % of all contract IT jobs located in Edinburgh 3.40% 1.10% 2.71%
As % of the Processes & Methodologies category 4.43% 1.52% 3.79%
Number of daily rates quoted 34 9 7
Average daily rate
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£388 £325 £375
Average daily rate % change year-on-year
+19.23% -13.33%
90% offered a daily rate of more than £267 £288 £280
10% offered a daily rate of more than £500 £403 £433
UK excluding London average daily rate £400 £375 £350
% change year-on-year
+6.66% +7.14%
Number of hourly rates quoted 0 0 0
Average hourly rate - - -
UK excluding London average hourly rate £40.00 £36.00 £34.50
% change year-on-year
+11.11% +4.34%
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
1151 919 501
As % of all contract IT jobs located in Edinburgh 76.84% 72.42% 71.37%
Number of daily rates quoted 645 489 236
Average daily rate £400 £375 £400
Average daily rate % change year-on-year
+6.66% -6.25%
90% offered a daily rate of more than £275 £240 £240
10% offered a daily rate of more than £500 £500 £513
UK excluding London average daily rate £398 £375 £363
% change year-on-year
+6.00% +3.44%
Number of hourly rates quoted 13 9 3
Average hourly rate £40.00 £25.00 £50.83
Average hourly rate % change year-on-year
+60.00% -50.81%
90% offered a hourly rate of more than £14.00 £14.23 £20.35
10% offered a hourly rate of more than £47.50 £180.00 £70.00
UK excluding London average hourly rate £30.20 £27.50 £32.00
% change year-on-year
+9.81% -14.06%

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 1 April 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 1 April 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 35 (47.30%) Finance
2 34 (45.95%) Banking
3 31 (41.89%) SQL
4 30 (40.54%) Data Warehouse
5 27 (36.49%) Informatica
6 26 (35.14%) Migration
7 23 (31.08%) Data Modelling
7 23 (31.08%) Oracle
8 19 (25.68%) Data Migration
9 18 (24.32%) UNIX
10 16 (21.62%) Analytics
11 14 (18.92%) Data Quality
12 12 (16.22%) PowerCenter
12 12 (16.22%) Retail
13 11 (14.86%) Data Analysis
13 11 (14.86%) SAS
13 11 (14.86%) SQL Server
13 11 (14.86%) Analytical Skills
14 10 (13.51%) Business Intelligence
14 10 (13.51%) ERwin
14 10 (13.51%) Data Management
15 9 (12.16%) Data Integration
15 9 (12.16%) Teradata
15 9 (12.16%) Master Data Management
16 8 (10.81%) Big Data
16 8 (10.81%) Oracle Database
16 8 (10.81%) DB2
17 7 (9.46%) CA
18 6 (8.11%) Stakeholder Management
18 6 (8.11%) SAP

ETL
Top Related IT Skills in Edinburgh by Category

For the 6 months to 1 April 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 (14.86%) SAS
2 3 (4.05%) PowerExchange
3 1 (1.35%) CICS
3 1 (1.35%) SharePoint
Applications
1 3 (4.05%) SPSS
2 2 (2.70%) MS Excel
Business Applications
1 3 (4.05%) Markit EDM
2 1 (1.35%) Cognos Business Intelligence
2 1 (1.35%) Oracle EBS
Database & Business Intelligence
1 30 (40.54%) Data Warehouse
2 12 (16.22%) PowerCenter
3 11 (14.86%) SQL Server
4 8 (10.81%) Big Data
4 8 (10.81%) Oracle Database
4 8 (10.81%) DB2
5 6 (8.11%) Relational Database
6 5 (6.76%) NoSQL
7 4 (5.41%) RDBMS
7 4 (5.41%) Data Mining
7 4 (5.41%) Hadoop
8 3 (4.05%) Oracle OLAP
8 3 (4.05%) OLAP
9 2 (2.70%) DataStage
9 2 (2.70%) BODI
9 2 (2.70%) Enterprise Data Warehouse
9 2 (2.70%) SAP Data Services
10 1 (1.35%) SAP HANA
10 1 (1.35%) Cognos Query Studio
10 1 (1.35%) Cognos Analysis Studio
Development Applications
1 10 (13.51%) ERwin
2 1 (1.35%) Toad
General
1 35 (47.30%) Finance
2 34 (45.95%) Banking
3 12 (16.22%) Retail
4 6 (8.11%) Retail Banking
5 2 (2.70%) Back Office
6 1 (1.35%) Investment Banking
6 1 (1.35%) General Ledger
Job Titles
1 23 (31.08%) Analyst
2 19 (25.68%) Developer
3 16 (21.62%) Data Analyst
4 15 (20.27%) Architect
5 8 (10.81%) ETL Architect
6 7 (9.46%) Designer
6 7 (9.46%) ETL Developer
7 6 (8.11%) Informatica Developer
8 5 (6.76%) Solutions Designer
8 5 (6.76%) Test Analyst
8 5 (6.76%) Data Architect
8 5 (6.76%) Project Manager
9 4 (5.41%) Test Manager
10 3 (4.05%) Data Warehouse Manager
10 3 (4.05%) Ab Initio Developer
10 3 (4.05%) Data Manager
10 3 (4.05%) Data Migration Analyst
10 3 (4.05%) Business Analyst
11 2 (2.70%) Solutions Architect
11 2 (2.70%) Analyst Developer
Libraries, Frameworks & Software Standards
1 3 (4.05%) XML
Miscellaneous
1 11 (14.86%) Analytical Skills
2 9 (12.16%) Data Integration
3 3 (4.05%) Reference Data
3 3 (4.05%) Data Extraction
3 3 (4.05%) Social Media
3 3 (4.05%) FMCG
4 2 (2.70%) VSAM
4 2 (2.70%) Computer Science
5 1 (1.35%) Mainframe
Operating Systems
1 18 (24.32%) UNIX
Processes & Methodologies
1 26 (35.14%) Migration
2 23 (31.08%) Data Modelling
3 19 (25.68%) Data Migration
4 16 (21.62%) Analytics
5 11 (14.86%) Data Analysis
6 10 (13.51%) Business Intelligence
6 10 (13.51%) Data Management
7 9 (12.16%) Master Data Management
8 6 (8.11%) Stakeholder Management
8 6 (8.11%) Data Architecture
9 5 (6.76%) Agile Software Development
10 4 (5.41%) Validation
10 4 (5.41%) Asset Management
10 4 (5.41%) Investment Management
10 4 (5.41%) Data Cleansing
10 4 (5.41%) Data Validation
10 4 (5.41%) Data Governance
11 3 (4.05%) Data Transformation
11 3 (4.05%) Data Analytics
11 3 (4.05%) Data Mapping
Programming Languages
1 31 (41.89%) SQL
2 5 (6.76%) T-SQL
3 4 (5.41%) PL/SQL
4 1 (1.35%) COBOL
Qualifications
1 4 (5.41%) ISEB
2 2 (2.70%) Degree
2 2 (2.70%) ISTQB
Quality Assurance & Compliance
1 14 (18.92%) Data Quality
2 4 (5.41%) QA
Vendors
1 27 (36.49%) Informatica
2 23 (31.08%) Oracle
3 9 (12.16%) Teradata
4 7 (9.46%) CA
5 6 (8.11%) SAP
6 5 (6.76%) Netezza
7 4 (5.41%) Ab Initio
7 4 (5.41%) Cognos
7 4 (5.41%) IBM
8 3 (4.05%) CheckPoint
8 3 (4.05%) Business Objects
8 3 (4.05%) Sybase
9 2 (2.70%) GoldenSource
9 2 (2.70%) Pega
10 1 (1.35%) Microsoft
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