Period
to 15 October 2018

The median contractor rate for an ETL Developer was £370 per day in advertised job vacancies in Scotland during the 6 months to 15 October 2018.

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
15 Oct 2018
Same period 2017 Same period 2016
Rank 187 170 179
Rank change year-on-year -17 +9 -5
Contract jobs requiring an ETL Developer 18 10 15
As % of all contract IT jobs advertised in Scotland 0.33% 0.21% 0.31%
As % of the Job Titles category 0.35% 0.22% 0.33%
Number of daily rates quoted 12 6 6
Scotland median daily rate £370 £375 £350
Median daily rate % change year-on-year -1.33% +7.14% -11.11%
10th Percentile £344 £350 £316
90th Percentile £414 £413 £456
UK median daily rate £440 £430 £400
% change year-on-year +2.33% +7.50% -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% +17.33%

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 5,120 4,593 4,598
% of contract IT jobs with a recognized job title 95.01% 95.59% 93.84%
Number of daily rates quoted 2,757 2,591 2,690
Scotland median daily rate £400 £388 £360
Median daily rate % change year-on-year +3.23% +7.64% -0.69%
10th Percentile £225 £229 £225
90th Percentile £550 £538 £494
UK median daily rate £450 £440 £425
% change year-on-year +2.27% +3.53% +6.25%
Number of hourly rates quoted 138 138 125
Scotland median hourly rate £17.50 £22.25 £19.50
Median hourly rate % change year-on-year -21.35% +14.10% -3.70%
10th Percentile £10.75 £11.22 £10.00
90th Percentile £45.38 £43.98 £42.80
UK median hourly rate £17.99 £19.00 £18.50
% change year-on-year -5.34% +2.70% +2.78%

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
Contractor Daily Rate Histogram in Scotland

The daily rate distribution of IT jobs citing ETL Developer in Scotland over the 6 months to 15 October 2018.

Contractor daily rate histogram 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 15 October 2018. 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 -6 18 £370 -1.33%
ETL Developer
UK

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

For the 6 months to 15 October 2018, 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 18 (100.00%) ETL
2 12 (66.67%) SQL
3 11 (61.11%) SQL Server
3 11 (61.11%) Data Warehouse
3 11 (61.11%) Agile Software Development
3 11 (61.11%) Hadoop
3 11 (61.11%) Big Data
4 10 (55.56%) Microsoft Azure
4 10 (55.56%) SQL Server Integration Services
5 9 (50.00%) SQL Server Analysis Services
5 9 (50.00%) PaaS
5 9 (50.00%) Azure SQL Database
5 9 (50.00%) Visualisation
5 9 (50.00%) Tableau
5 9 (50.00%) Machine Learning
5 9 (50.00%) Analytics
5 9 (50.00%) HDInsight
5 9 (50.00%) Power BI
5 9 (50.00%) Microsoft Analysis Services
5 9 (50.00%) SQL Server Reporting Services
5 9 (50.00%) Data Modelling
5 9 (50.00%) T-SQL
5 9 (50.00%) Business Intelligence
5 9 (50.00%) Microsoft
5 9 (50.00%) Data Lake
5 9 (50.00%) Dynamics 365
5 9 (50.00%) Azure Data Factory
6 8 (44.44%) Digital Transformation Programme
7 7 (38.89%) Service Design
7 7 (38.89%) Data Strategy

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:

Business Applications
1 3 (16.67%) Dynamics CRM
Cloud Services
1 10 (55.56%) Microsoft Azure
2 9 (50.00%) Azure Data Factory
2 9 (50.00%) Dynamics 365
2 9 (50.00%) PaaS
3 3 (16.67%) Amazon AWS
4 2 (11.11%) Office 365
Database & Business Intelligence
1 11 (61.11%) Big Data
1 11 (61.11%) Data Warehouse
1 11 (61.11%) Hadoop
1 11 (61.11%) SQL Server
2 10 (55.56%) SQL Server Integration Services
3 9 (50.00%) Azure SQL Database
3 9 (50.00%) Data Lake
3 9 (50.00%) HDInsight
3 9 (50.00%) Microsoft Analysis Services
3 9 (50.00%) Power BI
3 9 (50.00%) SQL Server Analysis Services
3 9 (50.00%) SQL Server Reporting Services
4 6 (33.33%) MariaDB
5 2 (11.11%) BusinessObjects
5 2 (11.11%) BusinessObjects Web Intelligence
5 2 (11.11%) MySQL
5 2 (11.11%) Pentaho
5 2 (11.11%) RDBMS
5 2 (11.11%) Relational Database
6 1 (5.56%) Azure SQL Data Warehouse
Development Applications
1 1 (5.56%) Gradle
General
1 2 (11.11%) Finance
2 1 (5.56%) Banking
2 1 (5.56%) Electronics
2 1 (5.56%) Manufacturing
2 1 (5.56%) Marketing
2 1 (5.56%) Retail
2 1 (5.56%) Telecoms
Miscellaneous
1 2 (11.11%) Analytical Skills
1 2 (11.11%) AS400
Processes & Methodologies
1 18 (100.00%) ETL
2 11 (61.11%) Agile Software Development
3 9 (50.00%) Analytics
3 9 (50.00%) Business Intelligence
3 9 (50.00%) Data Modelling
3 9 (50.00%) Machine Learning
3 9 (50.00%) Visualisation
4 8 (44.44%) Digital Transformation Programme
5 7 (38.89%) Data Strategy
5 7 (38.89%) Service Design
6 6 (33.33%) Data Migration
6 6 (33.33%) Migration
7 4 (22.22%) ETL Development
7 4 (22.22%) Software Engineering
8 3 (16.67%) CRM
9 2 (11.11%) Wealth Management
10 1 (5.56%) DevOps
10 1 (5.56%) Digital Marketing
10 1 (5.56%) Programme Management
10 1 (5.56%) System Testing
Programming Languages
1 12 (66.67%) SQL
2 9 (50.00%) T-SQL
Qualifications
1 2 (11.11%) Security Cleared
2 1 (5.56%) BC Cleared
2 1 (5.56%) BPSS Clearance
Quality Assurance & Compliance
1 1 (5.56%) QA
System Software
1 1 (5.56%) Docker
Vendors
1 9 (50.00%) Microsoft
1 9 (50.00%) Tableau
2 6 (33.33%) Oracle
3 3 (16.67%) SAP
4 2 (11.11%) Informatica
4 2 (11.11%) Sybase