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 29 July 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
29 Jul 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 40 25 47
Rank change year-on-year
-15 +22
Contract jobs citing ETL 23 41 22
As % of all contract IT jobs located in Glasgow 3.63% 4.76% 2.73%
As % of the Processes & Methodologies category 4.50% 5.73% 3.34%
Number of daily rates quoted 13 22 10
Median daily rate £400 £356 £381
Median daily rate % change year-on-year
+12.28% -6.55%
90% offered a daily rate of more than £313 £300 £333
10% offered a daily rate of more than £495 £450 £464
UK excluding London median daily rate £400 £388 £375
% change year-on-year
+3.22% +3.33%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £20.50 £28.75 £46.40
% change year-on-year
-28.69% -38.03%
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
511 716 658
As % of all contract IT jobs located in Glasgow 80.60% 83.06% 81.54%
Number of daily rates quoted 315 351 292
Median daily rate £350 £350 £350
90% offered a daily rate of more than £247 £260 £232
10% offered a daily rate of more than £450 £450 £450
UK excluding London median daily rate £400 £388 £375
% change year-on-year
+3.22% +3.33%
Number of hourly rates quoted 4 23 7
Median hourly rate £15.25 £39.00 £17.50
Median hourly rate % change year-on-year
-60.89% +122.85%
90% offered a hourly rate of more than £14.00 £12.35 £12.85
10% offered a hourly rate of more than £43.00 £55.00 £39.10
UK excluding London median hourly rate £30.00 £30.00 £27.00
% change year-on-year
- +11.11%

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 29 July 2016.

ETL Daily Rate Histogram in Glasgow

ETL
Top 30 Related IT Skills in Glasgow

For the 6 months to 29 July 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 22 (53.66%) SQL
1 22 (53.66%) Data Warehouse
2 20 (48.78%) Finance
3 18 (43.90%) Data Modelling
4 15 (36.59%) Oracle
5 14 (34.15%) Business Intelligence
5 14 (34.15%) Relational Database
6 13 (31.71%) Oracle Database
6 13 (31.71%) RDBMS
7 12 (29.27%) SQL Server
8 11 (26.83%) Talend Open Studio
8 11 (26.83%) Talend
9 10 (24.39%) Migration
9 10 (24.39%) MicroStrategy
9 10 (24.39%) Unix
9 10 (24.39%) Oracle Reports
9 10 (24.39%) Banking
9 10 (24.39%) Data Migration
10 8 (19.51%) Microsoft
10 8 (19.51%) Performance Tuning
11 7 (17.07%) ETL Development
11 7 (17.07%) Kimball Methodology
11 7 (17.07%) Security Cleared
11 7 (17.07%) SQL Server Integration Services
12 6 (14.63%) User Acceptance Testing
12 6 (14.63%) Java
12 6 (14.63%) PL/SQL
12 6 (14.63%) Functional Testing
12 6 (14.63%) System Integration Testing
13 5 (12.20%) Logical Data Model

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 (4.88%) PowerExchange
2 1 (2.44%) WebSphere
2 1 (2.44%) WebSphere Application Server
Database & Business Intelligence
1 22 (53.66%) Data Warehouse
2 14 (34.15%) Relational Database
3 13 (31.71%) Oracle Database
3 13 (31.71%) RDBMS
4 12 (29.27%) SQL Server
5 10 (24.39%) Oracle Reports
6 7 (17.07%) SQL Server Integration Services
7 5 (12.20%) DB2
7 5 (12.20%) IBM PureData
7 5 (12.20%) MongoDB
7 5 (12.20%) Oracle Database 10g
7 5 (12.20%) Oracle Database 11g
7 5 (12.20%) Oracle Exadata
7 5 (12.20%) Oracle8/8i Database
7 5 (12.20%) Oracle9i Database
7 5 (12.20%) PostgreSQL
8 4 (9.76%) OLAP
8 4 (9.76%) OLTP
8 4 (9.76%) SQL Server 2012
9 3 (7.32%) DTS
Development Applications
1 11 (26.83%) Talend Open Studio
2 5 (12.20%) PVCS
3 2 (4.88%) ERwin
3 2 (4.88%) LoadRunner
3 2 (4.88%) Visual Studio
4 1 (2.44%) Cucumber
4 1 (2.44%) Git (software)
4 1 (2.44%) Subversion
4 1 (2.44%) Team Foundation Server
General
1 20 (48.78%) Finance
2 10 (24.39%) Banking
3 1 (2.44%) Advertising
3 1 (2.44%) Law
3 1 (2.44%) Retail
Job Titles
1 11 (26.83%) Developer
2 9 (21.95%) Analyst
3 8 (19.51%) Test Analyst
4 5 (12.20%) Consultant
5 3 (7.32%) Architect
5 3 (7.32%) Data Modeller
5 3 (7.32%) DBA
5 3 (7.32%) Designer
5 3 (7.32%) Development DBA
5 3 (7.32%) ETL Developer
5 3 (7.32%) Oracle Consultant
5 3 (7.32%) Senior Consultant
5 3 (7.32%) Senior Oracle Consultant
5 3 (7.32%) SQL DBA
5 3 (7.32%) SQL Developer
6 2 (4.88%) Business Developer
6 2 (4.88%) ETL Designer
6 2 (4.88%) Financial Analyst
6 2 (4.88%) Functional Test Analyst
6 2 (4.88%) Non-Functional Test Analyst
Libraries, Frameworks & Software Standards
1 3 (7.32%) XML
2 1 (2.44%) FpML
2 1 (2.44%) FreeMarker
2 1 (2.44%) HTML
2 1 (2.44%) HTML5
2 1 (2.44%) XML Schema
2 1 (2.44%) XSLT
Miscellaneous
1 4 (9.76%) Clustering
2 3 (7.32%) Analytical Skills
2 3 (7.32%) Data Integration
2 3 (7.32%) Replication
3 2 (4.88%) Mainframe
4 1 (2.44%) Computer Science
4 1 (2.44%) Credit Risk
4 1 (2.44%) Data Centre
4 1 (2.44%) Data Structures
4 1 (2.44%) Enterprise Software
Operating Systems
1 10 (24.39%) Unix
2 2 (4.88%) Linux
2 2 (4.88%) Mac OS X
Processes & Methodologies
1 18 (43.90%) Data Modelling
2 14 (34.15%) Business Intelligence
3 10 (24.39%) Data Migration
3 10 (24.39%) Migration
4 8 (19.51%) Performance Tuning
5 7 (17.07%) ETL Development
5 7 (17.07%) Kimball Methodology
6 6 (14.63%) Functional Testing
6 6 (14.63%) System Integration Testing
6 6 (14.63%) User Acceptance Testing
7 5 (12.20%) Change Data Capture
7 5 (12.20%) High Availability
7 5 (12.20%) Logical Data Model
7 5 (12.20%) Physical Data Model
8 4 (9.76%) Data Architecture
8 4 (9.76%) Test Strategy
8 4 (9.76%) Unit Testing
9 3 (7.32%) Database Tuning
9 3 (7.32%) Enterprise Architecture
9 3 (7.32%) Test Scripting
Programming Languages
1 22 (53.66%) SQL
2 6 (14.63%) Java
2 6 (14.63%) PL/SQL
3 5 (12.20%) T-SQL
4 2 (4.88%) Clojure
4 2 (4.88%) JavaScript
4 2 (4.88%) Ruby
5 1 (2.44%) AWK
5 1 (2.44%) Korn
5 1 (2.44%) Perl
5 1 (2.44%) sed
5 1 (2.44%) Shell Script
Qualifications
1 7 (17.07%) Security Cleared
2 1 (2.44%) Degree
2 1 (2.44%) SC Cleared
Quality Assurance & Compliance
1 5 (12.20%) Data Quality
2 2 (4.88%) QA
Systems Management
1 3 (7.32%) HP Quality Center
Vendors
1 15 (36.59%) Oracle
2 11 (26.83%) Talend
3 10 (24.39%) MicroStrategy
4 8 (19.51%) Microsoft
5 5 (12.20%) IBM
5 5 (12.20%) Netezza
6 3 (7.32%) Informatica
7 2 (4.88%) CA
7 2 (4.88%) HP
7 2 (4.88%) Jaspersoft
7 2 (4.88%) Teradata
8 1 (2.44%) Ab Initio
8 1 (2.44%) Cognos
8 1 (2.44%) Murex
8 1 (2.44%) TIBCO
Glasgow, Lanarkshire
HAYS INFORMATION TECHNOLOGY
Rate: £400.00 - £500 per day
Posted: Yesterday