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 25 February 2017 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
25 Feb 2017
Same period 2016 Same period 2015
Extract, Transform and Load (ETL)
Scotland / Glasgow
Rank 28 42 43
Rank change year-on-year
+14 +1
Contract jobs citing ETL 28 17 29
As % of all contract IT jobs located in Glasgow 5.10% 2.74% 3.62%
As % of the Processes & Methodologies category 5.94% 3.40% 4.32%
Number of daily rates quoted 17 6 18
Median daily rate £350 £363 £406
Median daily rate % change year-on-year
-3.44% -10.76%
90% offered a daily rate of more than £248 £313 £324
10% offered a daily rate of more than £488 £463 £450
UK excluding London median daily rate £400 £400 £400
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £39.00 £56.00 £40.00
% change year-on-year
-30.35% +40.00%

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
471 500 671
As % of all contract IT jobs located in Glasgow 85.79% 80.65% 83.67%
Number of daily rates quoted 244 261 408
Median daily rate £355 £338 £388
Median daily rate % change year-on-year
+5.18% -12.90%
90% offered a daily rate of more than £225 £200 £275
10% offered a daily rate of more than £500 £450 £500
UK excluding London median daily rate £408 £400 £400
% change year-on-year
+1.87% -
Number of hourly rates quoted 5 5 14
Median hourly rate £37.50 £32.50 £16.64
Median hourly rate % change year-on-year
+15.38% +95.37%
90% offered a hourly rate of more than £25.39 £30.00 £12.10
10% offered a hourly rate of more than £61.77 £33.00 £27.50
UK excluding London median hourly rate £36.00 £40.00 £27.79
% change year-on-year
-10.00% +43.93%

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 25 February 2017.

ETL Daily Rate Histogram in Glasgow

ETL
Top 30 Related IT Skills in Glasgow

For the 6 months to 25 February 2017, 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 23 (48.94%) SQL
2 19 (40.43%) Data Warehouse
3 18 (38.30%) Data Modelling
4 13 (27.66%) Business Intelligence
4 13 (27.66%) SQL Server
4 13 (27.66%) Data Management
5 11 (23.40%) SQL Server Integration Services
5 11 (23.40%) Finance
6 9 (19.15%) Oracle
6 9 (19.15%) User Acceptance Testing
7 8 (17.02%) Data Migration
7 8 (17.02%) Data Integration
7 8 (17.02%) Talend Open Studio
7 8 (17.02%) Visualisation
7 8 (17.02%) Migration
7 8 (17.02%) Talend
7 8 (17.02%) SQL Server 2012
7 8 (17.02%) Logical Data Model
7 8 (17.02%) Physical Data Model
7 8 (17.02%) ETL Development
8 7 (14.89%) BusinessObjects
8 7 (14.89%) Data Visualisation
8 7 (14.89%) QlikView
9 6 (12.77%) Agile Software Development
9 6 (12.77%) SQL Server Reporting Services
9 6 (12.77%) Unit Testing
9 6 (12.77%) Master Data Management
9 6 (12.77%) Relational Database
9 6 (12.77%) Analytical Skills
10 5 (10.64%) Apache Spark

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 5 (10.64%) Apache Spark
2 1 (2.13%) BizTalk Server
2 1 (2.13%) SAS
Applications
1 1 (2.13%) MS Excel
1 1 (2.13%) Weka
Business Applications
1 2 (4.26%) Oracle EBS
Cloud Services
1 3 (6.38%) Microsoft Azure
Database & Business Intelligence
1 19 (40.43%) Data Warehouse
2 13 (27.66%) SQL Server
3 11 (23.40%) SQL Server Integration Services
4 8 (17.02%) SQL Server 2012
5 7 (14.89%) BusinessObjects
5 7 (14.89%) QlikView
6 6 (12.77%) Relational Database
6 6 (12.77%) SQL Server Reporting Services
7 5 (10.64%) MongoDB
7 5 (10.64%) NoSQL
7 5 (10.64%) SQL Server Analysis Services
8 4 (8.51%) Apache Cassandra
8 4 (8.51%) Oracle Database
8 4 (8.51%) Power BI
9 3 (6.38%) Azure SQL Database
9 3 (6.38%) Big Data
9 3 (6.38%) Enterprise Data Warehouse
9 3 (6.38%) SQL Server 2014
9 3 (6.38%) SQL Server 2016
10 2 (4.26%) Pentaho
Development Applications
1 8 (17.02%) Talend Open Studio
2 1 (2.13%) LoadRunner
2 1 (2.13%) PVCS
2 1 (2.13%) Visual Studio
General
1 11 (23.40%) Finance
2 2 (4.26%) Banking
2 2 (4.26%) Legal
3 1 (2.13%) Law
3 1 (2.13%) Marketing
3 1 (2.13%) Multimedia
3 1 (2.13%) Telecoms
Job Titles
1 16 (34.04%) Developer
2 14 (29.79%) Analyst
3 9 (19.15%) Test Analyst
4 8 (17.02%) Architect
5 7 (14.89%) Data Analyst
6 6 (12.77%) ETL Developer
6 6 (12.77%) SQL Developer
7 5 (10.64%) Data Architect
7 5 (10.64%) Functional Analyst
7 5 (10.64%) Functional Test Analyst
8 3 (6.38%) Business Intelligence Architect
8 3 (6.38%) Consultant
8 3 (6.38%) Data Modeller
8 3 (6.38%) Designer
8 3 (6.38%) Solutions Designer
8 3 (6.38%) SQL BI Architect
8 3 (6.38%) Test Data Analyst
9 2 (4.26%) Power BI Consultant
9 2 (4.26%) QlikView Developer
9 2 (4.26%) SQL BI Developer
Libraries, Frameworks & Software Standards
1 2 (4.26%) Middleware
1 2 (4.26%) Web Services
2 1 (2.13%) D3.js
2 1 (2.13%) MDX
2 1 (2.13%) PostGIS
Miscellaneous
1 6 (12.77%) Analytical Skills
2 5 (10.64%) Management Information System
3 3 (6.38%) Enterprise Software
4 1 (2.13%) Social Media
Operating Systems
1 1 (2.13%) Unix
Processes & Methodologies
1 18 (38.30%) Data Modelling
2 13 (27.66%) Business Intelligence
2 13 (27.66%) Data Management
3 9 (19.15%) User Acceptance Testing
4 8 (17.02%) Data Integration
4 8 (17.02%) Data Migration
4 8 (17.02%) ETL Development
4 8 (17.02%) Logical Data Model
4 8 (17.02%) Migration
4 8 (17.02%) Physical Data Model
4 8 (17.02%) Visualisation
5 7 (14.89%) Data Visualisation
6 6 (12.77%) Agile Software Development
6 6 (12.77%) Master Data Management
6 6 (12.77%) Unit Testing
7 5 (10.64%) Data Analysis
7 5 (10.64%) Functional Testing
7 5 (10.64%) GAP Analysis
7 5 (10.64%) Kimball Methodology
7 5 (10.64%) System Integration Testing
Programming Languages
1 23 (48.94%) SQL
2 5 (10.64%) T-SQL
3 4 (8.51%) PL/SQL
4 2 (4.26%) Python
5 1 (2.13%) C#
5 1 (2.13%) R
Qualifications
1 2 (4.26%) Postgraduate
2 1 (2.13%) Degree
2 1 (2.13%) ITIL Certification
2 1 (2.13%) Security Cleared
Quality Assurance & Compliance
1 3 (6.38%) Data Quality
2 2 (4.26%) QA
3 1 (2.13%) BS7666
3 1 (2.13%) Disclosure Scotland
Systems Management
1 1 (2.13%) HP Quality Center
Vendors
1 9 (19.15%) Oracle
2 8 (17.02%) Talend
3 4 (8.51%) Microsoft
3 4 (8.51%) MicroStrategy
3 4 (8.51%) Tableau
4 3 (6.38%) Cognos
5 2 (4.26%) Alteryx
6 1 (2.13%) HP
6 1 (2.13%) IBM
6 1 (2.13%) Netezza
6 1 (2.13%) RapidMiner
6 1 (2.13%) SAP
Glasgow, Lanarkshire
Harvey Nash plc
Posted: 3 days ago