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 30 September 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
30 Sep 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 43 29 44
Rank change year-on-year
-14 +15
Contract jobs citing ETL 16 48 33
As % of all contract IT jobs located in Glasgow 2.72% 5.33% 3.96%
As % of the Processes & Methodologies category 3.32% 6.44% 4.85%
Number of daily rates quoted 7 29 16
Median daily rate £450 £375 £375
Median daily rate % change year-on-year
+20.00% -
90% offered a daily rate of more than £375 £325 £331
10% offered a daily rate of more than £471 £500 £469
UK excluding London median daily rate £400 £400 £350
% change year-on-year
- +14.28%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £48.00 £29.50 £67.00
% change year-on-year
+62.71% -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
482 745 681
As % of all contract IT jobs located in Glasgow 81.83% 82.78% 81.65%
Number of daily rates quoted 246 386 339
Median daily rate £355 £350 £375
Median daily rate % change year-on-year
+1.42% -6.66%
90% offered a daily rate of more than £265 £240 £235
10% offered a daily rate of more than £450 £450 £625
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 9 12 14
Median hourly rate £38.00 £37.50 £35.00
Median hourly rate % change year-on-year
+1.33% +7.14%
90% offered a hourly rate of more than £14.00 £12.35 £15.77
10% offered a hourly rate of more than £50.00 £55.00 £48.50
UK excluding London median hourly rate £32.50 £34.00 £25.75
% change year-on-year
-4.41% +32.03%

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 30 September 2016.

ETL Daily Rate Histogram in Glasgow

ETL
Top 30 Related IT Skills in Glasgow

For the 6 months to 30 September 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 (57.89%) Data Warehouse
2 19 (50.00%) Data Modelling
3 18 (47.37%) SQL
4 16 (42.11%) Oracle
5 15 (39.47%) Relational Database
6 14 (36.84%) SQL Server
6 14 (36.84%) Finance
7 13 (34.21%) MicroStrategy
7 13 (34.21%) RDBMS
7 13 (34.21%) Talend Open Studio
7 13 (34.21%) Oracle Database
7 13 (34.21%) Talend
8 12 (31.58%) Business Intelligence
9 11 (28.95%) Oracle Reports
10 10 (26.32%) SQL Server Integration Services
10 10 (26.32%) Performance Tuning
11 9 (23.68%) Kimball Methodology
11 9 (23.68%) Unix
12 8 (21.05%) Microsoft
12 8 (21.05%) Data Integration
12 8 (21.05%) ETL Development
13 7 (18.42%) MongoDB
14 6 (15.79%) Data Migration
14 6 (15.79%) Oracle Database 11g
14 6 (15.79%) Oracle Database 10g
14 6 (15.79%) Oracle8/8i Database
14 6 (15.79%) Oracle9i Database
14 6 (15.79%) PL/SQL
14 6 (15.79%) PVCS
14 6 (15.79%) Migration

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 (5.26%) Apache Spark
1 2 (5.26%) PowerExchange
2 1 (2.63%) BizTalk Server
2 1 (2.63%) WebSphere
2 1 (2.63%) WebSphere Application Server
Applications
1 1 (2.63%) MS Excel
Database & Business Intelligence
1 22 (57.89%) Data Warehouse
2 15 (39.47%) Relational Database
3 14 (36.84%) SQL Server
4 13 (34.21%) Oracle Database
4 13 (34.21%) RDBMS
5 11 (28.95%) Oracle Reports
6 10 (26.32%) SQL Server Integration Services
7 7 (18.42%) MongoDB
8 6 (15.79%) Oracle Database 10g
8 6 (15.79%) Oracle Database 11g
8 6 (15.79%) Oracle8/8i Database
8 6 (15.79%) Oracle9i Database
9 5 (13.16%) DB2
9 5 (13.16%) IBM PureData
9 5 (13.16%) Oracle Exadata
9 5 (13.16%) PostgreSQL
10 4 (10.53%) SQL Server 2012
11 3 (7.89%) OLAP
11 3 (7.89%) OLTP
11 3 (7.89%) SQL Server 2005
Development Applications
1 13 (34.21%) Talend Open Studio
2 6 (15.79%) PVCS
3 2 (5.26%) ERwin
3 2 (5.26%) LoadRunner
3 2 (5.26%) Team Foundation Server
3 2 (5.26%) Visual Studio
4 1 (2.63%) Cucumber
General
1 14 (36.84%) Finance
2 5 (13.16%) Banking
3 1 (2.63%) Advertising
3 1 (2.63%) Law
3 1 (2.63%) Marketing
3 1 (2.63%) Retail
Job Titles
1 9 (23.68%) Developer
2 6 (15.79%) Analyst
2 6 (15.79%) Consultant
3 5 (13.16%) Architect
3 5 (13.16%) Data Architect
3 5 (13.16%) Test Analyst
4 4 (10.53%) ETL Developer
4 4 (10.53%) Oracle Consultant
4 4 (10.53%) Senior Consultant
4 4 (10.53%) Senior Oracle Consultant
5 3 (7.89%) Data Modeller
5 3 (7.89%) Designer
5 3 (7.89%) SQL Developer
6 2 (5.26%) Business Intelligence Developer
6 2 (5.26%) Data Warehouse Architect
6 2 (5.26%) DBA
6 2 (5.26%) Development DBA
6 2 (5.26%) Informatica Consultant
6 2 (5.26%) Non-Functional Test Analyst
6 2 (5.26%) SQL DBA
Libraries, Frameworks & Software Standards
1 3 (7.89%) XML
2 1 (2.63%) FpML
2 1 (2.63%) FreeMarker
2 1 (2.63%) MDX
2 1 (2.63%) Web Services
2 1 (2.63%) XML Schema
2 1 (2.63%) XSLT
Miscellaneous
1 8 (21.05%) Data Integration
2 4 (10.53%) Clustering
3 3 (7.89%) Replication
4 2 (5.26%) Analytical Skills
4 2 (5.26%) Mainframe
5 1 (2.63%) Computer Science
5 1 (2.63%) Credit Risk
5 1 (2.63%) Data Centre
5 1 (2.63%) Visualisation
Operating Systems
1 9 (23.68%) Unix
Processes & Methodologies
1 19 (50.00%) Data Modelling
2 12 (31.58%) Business Intelligence
3 10 (26.32%) Performance Tuning
4 9 (23.68%) Kimball Methodology
5 8 (21.05%) ETL Development
6 6 (15.79%) Data Migration
6 6 (15.79%) Migration
7 5 (13.16%) Change Data Capture
7 5 (13.16%) Data Architecture
7 5 (13.16%) High Availability
7 5 (13.16%) Logical Data Model
7 5 (13.16%) Physical Data Model
8 3 (7.89%) Agile Software Development
8 3 (7.89%) Data Analysis
8 3 (7.89%) Data Mapping
8 3 (7.89%) Database Tuning
8 3 (7.89%) Functional Testing
8 3 (7.89%) System Integration Testing
8 3 (7.89%) Test Strategy
8 3 (7.89%) Unit Testing
Programming Languages
1 18 (47.37%) SQL
2 6 (15.79%) PL/SQL
3 4 (10.53%) T-SQL
4 3 (7.89%) Java
5 1 (2.63%) AWK
5 1 (2.63%) Korn
5 1 (2.63%) Perl
5 1 (2.63%) Python
5 1 (2.63%) sed
5 1 (2.63%) Shell Script
Qualifications
1 5 (13.16%) Security Cleared
2 1 (2.63%) Degree
Quality Assurance & Compliance
1 5 (13.16%) Data Quality
2 2 (5.26%) QA
Systems Management
1 3 (7.89%) HP Quality Center
Vendors
1 16 (42.11%) Oracle
2 13 (34.21%) MicroStrategy
2 13 (34.21%) Talend
3 8 (21.05%) Microsoft
4 5 (13.16%) IBM
4 5 (13.16%) Netezza
5 2 (5.26%) Alteryx
5 2 (5.26%) CA
5 2 (5.26%) HP
5 2 (5.26%) Informatica
5 2 (5.26%) Jaspersoft
5 2 (5.26%) Tableau
5 2 (5.26%) Teradata
6 1 (2.63%) Ab Initio
6 1 (2.63%) Cognos
6 1 (2.63%) Murex
6 1 (2.63%) TIBCO
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