The table below looks at the statistics for ETL skills in IT contracts advertised for the Glasgow region. Included is a guide to the contractor rates offered in IT contracts that have cited ETL over the 3 months to 31 August 2016 with a comparison to the same period over 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.

3 months to
31 Aug 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 35 24 41
Rank change year-on-year
-11 +17
Contract jobs citing ETL 22 51 34
As % of all contract IT jobs located in Glasgow 3.70% 5.74% 3.99%
As % of the Processes & Methodologies category 4.48% 6.95% 4.91%
Number of daily rates quoted 11 28 17
Median daily rate £450 £369 £400
Median daily rate % change year-on-year
+22.03% -7.81%
90% offered a daily rate of more than £338 £300 £338
10% offered a daily rate of more than £475 £465 £468
UK excluding London median daily rate £400 £400 £369
% change year-on-year
- +8.47%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £44.00 £29.50 £67.00
% change year-on-year
+49.15% -55.97%
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 Glasgow region.

Processes & Methodologies Category
Glasgow
Contract IT job ads with a match in the
Processes & Methodologies category
491 734 692
As % of all contract IT jobs located in Glasgow 82.66% 82.56% 81.22%
Number of daily rates quoted 253 368 312
Median daily rate £375 £350 £365
Median daily rate % change year-on-year
+7.14% -4.10%
90% offered a daily rate of more than £280 £260 £250
10% offered a daily rate of more than £450 £425 £450
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 8 15 8
Median hourly rate £29.50 £42.50 £17.50
Median hourly rate % change year-on-year
-30.58% +142.85%
90% offered a hourly rate of more than £14.00 £12.35 £12.00
10% offered a hourly rate of more than £43.00 £65.00 £35.00
UK excluding London median hourly rate £31.00 £32.50 £25.75
% change year-on-year
-4.61% +26.21%

ETL
Jobs Demand Trend in Glasgow

The demand trend of contract jobs across the Glasgow region citing ETL as a proportion of all IT contracts with a match in the Processes & Methodologies category.

ETL Jobs Demand Trend in Glasgow

ETL
Daily Rate Trend in Glasgow

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

ETL Daily Rate Trend in Glasgow

ETL
Daily Rate Histogram in Glasgow

This chart provides a histogram of daily rates quoted in contract IT jobs citing ETL across the Glasgow region over the 3 months to 31 August 2016.

ETL Daily Rate Histogram in Glasgow

ETL
Top 30 Related IT Skills in Glasgow

For the 6 months to 31 August 2016, IT contractor jobs citing ETL also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the Glasgow region with a requirement for ETL.

1 21 (58.33%) Data Warehouse
2 18 (50.00%) Data Modelling
2 18 (50.00%) SQL
3 17 (47.22%) Finance
4 15 (41.67%) Oracle
4 15 (41.67%) Relational Database
5 13 (36.11%) SQL Server
6 12 (33.33%) RDBMS
6 12 (33.33%) MicroStrategy
6 12 (33.33%) Talend Open Studio
6 12 (33.33%) Talend
6 12 (33.33%) Oracle Database
7 11 (30.56%) Business Intelligence
8 10 (27.78%) Oracle Reports
9 9 (25.00%) SQL Server Integration Services
9 9 (25.00%) Performance Tuning
9 9 (25.00%) Kimball Methodology
10 8 (22.22%) Data Migration
10 8 (22.22%) Unix
10 8 (22.22%) Microsoft
10 8 (22.22%) Migration
11 7 (19.44%) Banking
12 6 (16.67%) Data Integration
12 6 (16.67%) ETL Development
13 5 (13.89%) IBM PureData
13 5 (13.89%) System Integration Testing
13 5 (13.89%) Change Data Capture
13 5 (13.89%) Logical Data Model
13 5 (13.89%) Physical Data Model
13 5 (13.89%) Data Quality

ETL
Top Related IT Skills in Glasgow by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 2 (5.56%) PowerExchange
2 1 (2.78%) WebSphere
2 1 (2.78%) WebSphere Application Server
Database & Business Intelligence
1 21 (58.33%) Data Warehouse
2 15 (41.67%) Relational Database
3 13 (36.11%) SQL Server
4 12 (33.33%) Oracle Database
4 12 (33.33%) RDBMS
5 10 (27.78%) Oracle Reports
6 9 (25.00%) SQL Server Integration Services
7 5 (13.89%) DB2
7 5 (13.89%) IBM PureData
7 5 (13.89%) MongoDB
7 5 (13.89%) Oracle Database 10g
7 5 (13.89%) Oracle Database 11g
7 5 (13.89%) Oracle Exadata
7 5 (13.89%) Oracle8/8i Database
7 5 (13.89%) Oracle9i Database
7 5 (13.89%) PostgreSQL
8 4 (11.11%) SQL Server 2012
9 3 (8.33%) DTS
9 3 (8.33%) OLAP
9 3 (8.33%) OLTP
Development Applications
1 12 (33.33%) Talend Open Studio
2 5 (13.89%) PVCS
3 2 (5.56%) ERwin
3 2 (5.56%) LoadRunner
3 2 (5.56%) Team Foundation Server
3 2 (5.56%) Visual Studio
4 1 (2.78%) Cucumber
General
1 17 (47.22%) Finance
2 7 (19.44%) Banking
3 1 (2.78%) Advertising
3 1 (2.78%) Law
3 1 (2.78%) Retail
Job Titles
1 8 (22.22%) Analyst
1 8 (22.22%) Developer
2 7 (19.44%) Test Analyst
3 5 (13.89%) Consultant
4 4 (11.11%) ETL Developer
5 3 (8.33%) Architect
5 3 (8.33%) Data Architect
5 3 (8.33%) Data Modeller
5 3 (8.33%) Designer
5 3 (8.33%) Oracle Consultant
5 3 (8.33%) Senior Consultant
5 3 (8.33%) Senior Oracle Consultant
6 2 (5.56%) Banking Analyst
6 2 (5.56%) Development DBA
6 2 (5.56%) ETL Designer
6 2 (5.56%) Financial Analyst
6 2 (5.56%) Functional Analyst
6 2 (5.56%) Functional Test Analyst
6 2 (5.56%) Informatica Consultant
6 2 (5.56%) Non-Functional Test Analyst
Libraries, Frameworks & Software Standards
1 3 (8.33%) XML
2 1 (2.78%) FpML
2 1 (2.78%) FreeMarker
2 1 (2.78%) XML Schema
2 1 (2.78%) XSLT
Miscellaneous
1 6 (16.67%) Data Integration
2 4 (11.11%) Clustering
3 3 (8.33%) Analytical Skills
3 3 (8.33%) Replication
4 2 (5.56%) Mainframe
5 1 (2.78%) Computer Science
5 1 (2.78%) Credit Risk
5 1 (2.78%) Data Centre
Operating Systems
1 8 (22.22%) Unix
Processes & Methodologies
1 18 (50.00%) Data Modelling
2 11 (30.56%) Business Intelligence
3 9 (25.00%) Kimball Methodology
3 9 (25.00%) Performance Tuning
4 8 (22.22%) Data Migration
4 8 (22.22%) Migration
5 6 (16.67%) ETL Development
6 5 (13.89%) Change Data Capture
6 5 (13.89%) Functional Testing
6 5 (13.89%) High Availability
6 5 (13.89%) Logical Data Model
6 5 (13.89%) Physical Data Model
6 5 (13.89%) System Integration Testing
6 5 (13.89%) User Acceptance Testing
7 4 (11.11%) Test Strategy
7 4 (11.11%) Unit Testing
8 3 (8.33%) Data Analysis
8 3 (8.33%) Data Mapping
8 3 (8.33%) E-Commerce
8 3 (8.33%) Test Scripting
Programming Languages
1 18 (50.00%) SQL
2 5 (13.89%) PL/SQL
3 4 (11.11%) T-SQL
4 3 (8.33%) Java
5 1 (2.78%) AWK
5 1 (2.78%) Korn
5 1 (2.78%) Perl
5 1 (2.78%) sed
5 1 (2.78%) Shell Script
Qualifications
1 4 (11.11%) Security Cleared
2 1 (2.78%) Degree
Quality Assurance & Compliance
1 5 (13.89%) Data Quality
2 2 (5.56%) QA
Systems Management
1 3 (8.33%) HP Quality Center
Vendors
1 15 (41.67%) Oracle
2 12 (33.33%) MicroStrategy
2 12 (33.33%) Talend
3 8 (22.22%) Microsoft
4 5 (13.89%) IBM
4 5 (13.89%) Netezza
5 3 (8.33%) Informatica
6 2 (5.56%) Alteryx
6 2 (5.56%) CA
6 2 (5.56%) HP
6 2 (5.56%) Jaspersoft
6 2 (5.56%) Teradata
7 1 (2.78%) Ab Initio
7 1 (2.78%) Cognos
7 1 (2.78%) Murex
7 1 (2.78%) TIBCO