Period
to 19 January 2019

The median contractor rate for an ETL Developer was £383 per day in advertised job vacancies in Scotland during the 6 months to 19 January 2019.

The first table below provides contractor rate benchmarking and summary statistics including a comparison to same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

ETL Developer
UK > Scotland
6 months to
19 Jan 2019
Same period 2018 Same period 2017
Rank 178 173 158
Rank change year-on-year -5 -15 +36
Contract jobs requiring an ETL Developer 7 10 12
As % of all contract IT jobs advertised in Scotland 0.15% 0.21% 0.32%
As % of the Job Titles category 0.16% 0.22% 0.34%
Number of daily rates quoted 4 8 8
Scotland median daily rate £383 £375 £375
Median daily rate % change year-on-year +2.00% - -6.25%
10th Percentile £318 £313 £330
90th Percentile £430 £416 £413
UK median daily rate £450 £425 £400
% change year-on-year +5.88% +6.25% -5.88%
Number of hourly rates quoted 0 0 0
Scotland median hourly rate - - -
UK median hourly rate - £35.00 £44.00
% change year-on-year - -20.45% +5.39%

The following table is for comparison with the above and includes summary statistics for all contract IT job vacancies advertised in Scotland. Most job vacancies include a discernible job title that can be normalized. As such, the figures in the second row provide an indication of the number of contract jobs in our overall sample.

All Contract IT Job Vacancies
Scotland
Contract vacancies in Scotland with a recognized job title 4,467 4,576 3,579
% of contract IT jobs with a recognized job title 95.02% 95.77% 94.91%
Number of daily rates quoted 2,517 2,671 2,074
Scotland median daily rate £405 £390 £364
Median daily rate % change year-on-year +3.85% +7.22% -3.00%
10th Percentile £218 £225 £223
90th Percentile £563 £538 £501
UK median daily rate £450 £450 £425
% change year-on-year - +5.88% +3.03%
Number of hourly rates quoted 111 113 133
Scotland median hourly rate £19.00 £19.00 £17.32
Median hourly rate % change year-on-year - +9.70% -17.52%
10th Percentile £11.17 £10.83 £10.53
90th Percentile £44.50 £35.00 £49.68
UK median hourly rate £18.70 £18.38 £18.00
% change year-on-year +1.77% +2.08% -2.81%

ETL Developer
Job Vacancy Trend in Scotland

Job postings that featured ETL Developer in the job title as a percentage of all IT jobs advertised in Scotland.

Job vacancy trend for ETL Developer in Scotland

ETL Developer
Contractor Daily Rate Trend in Scotland

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing ETL Developer in Scotland.

Contractor daily rate trend for ETL Developer in Scotland

ETL Developer
Contract Job Locations in Scotland

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing ETL Developer within the Scotland region over the 6 months to 19 January 2019. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Glasgow -18 6 £363 -3.33% 2
Edinburgh +13 1 £425 +6.25%
ETL Developer
UK

ETL Developer Skill Set
Top 30 Co-occurring IT Skills in Scotland

For the 6 months to 19 January 2019, ETL Developer contract jobs required the following IT skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the Scotland region featuring ETL Developer in the job title.

1 7 (100.00%) ETL
2 4 (57.14%) Oracle
2 4 (57.14%) SQL
3 3 (42.86%) Data Warehouse
3 3 (42.86%) BusinessObjects
3 3 (42.86%) Migration
3 3 (42.86%) Data Migration
3 3 (42.86%) MariaDB
3 3 (42.86%) ETL Development
4 2 (28.57%) Analytical Skills
4 2 (28.57%) Big Data
4 2 (28.57%) Relational Database
4 2 (28.57%) Pentaho
4 2 (28.57%) Hadoop
4 2 (28.57%) Wealth Management
4 2 (28.57%) BusinessObjects Web Intelligence
4 2 (28.57%) Informatica
4 2 (28.57%) RDBMS
4 2 (28.57%) AS400
4 2 (28.57%) SQL Server
4 2 (28.57%) Sybase
4 2 (28.57%) SAP
5 1 (14.29%) Data Modelling
5 1 (14.29%) MySQL
5 1 (14.29%) Finance
5 1 (14.29%) Financial Institution
5 1 (14.29%) DataStage
5 1 (14.29%) Data Analysis
5 1 (14.29%) Software Engineering
5 1 (14.29%) Data Mart

ETL Developer Skill Set
Co-occurring IT Skills in Scotland 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:

Cloud Services
1 1 (14.29%) Amazon AWS
Database & Business Intelligence
1 3 (42.86%) BusinessObjects
1 3 (42.86%) Data Warehouse
1 3 (42.86%) MariaDB
2 2 (28.57%) Big Data
2 2 (28.57%) BusinessObjects Web Intelligence
2 2 (28.57%) Hadoop
2 2 (28.57%) Pentaho
2 2 (28.57%) RDBMS
2 2 (28.57%) Relational Database
2 2 (28.57%) SQL Server
3 1 (14.29%) Data Mart
3 1 (14.29%) DataStage
3 1 (14.29%) MySQL
Development Applications
1 1 (14.29%) Gradle
General
1 1 (14.29%) Finance
1 1 (14.29%) Financial Institution
Miscellaneous
1 2 (28.57%) Analytical Skills
1 2 (28.57%) AS400
Processes & Methodologies
1 7 (100.00%) ETL
2 3 (42.86%) Data Migration
2 3 (42.86%) ETL Development
2 3 (42.86%) Migration
3 2 (28.57%) Wealth Management
4 1 (14.29%) Agile Software Development
4 1 (14.29%) Analytics
4 1 (14.29%) Customer Requirements
4 1 (14.29%) Data Analysis
4 1 (14.29%) Data Analytics
4 1 (14.29%) Data Modelling
4 1 (14.29%) DevOps
4 1 (14.29%) Dimensional Modelling
4 1 (14.29%) Kimball Methodology
4 1 (14.29%) Open Source
4 1 (14.29%) Software Engineering
4 1 (14.29%) System Testing
Programming Languages
1 4 (57.14%) SQL
Quality Assurance & Compliance
1 1 (14.29%) Data Quality
1 1 (14.29%) QA
System Software
1 1 (14.29%) Docker
Vendors
1 4 (57.14%) Oracle
2 2 (28.57%) Informatica
2 2 (28.57%) SAP
2 2 (28.57%) Sybase
3 1 (14.29%) Talend