Period
to 14 December 2017

The median contractor rate for an ETL Developer was £375 per day in advertised job vacancies in Scotland during the 6 months to 14 December 2017.

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
14 Dec 2017
Same period 2016 Same period 2015
Rank 175 170 185
Rank change year-on-year -5 +15 -14
Contract jobs requiring an ETL Developer 11 15 14
As % of all contract IT jobs advertised in Scotland 0.22% 0.36% 0.23%
As % of the Job Titles category 0.23% 0.38% 0.24%
Number of daily rates quoted 7 7 8
Scotland median daily rate £375 £375 £394
Median daily rate % change year-on-year - -4.76% +5.00%
10th Percentile £353 £328 £321
90th Percentile £410 £468 £480
UK median daily rate £425 £413 £425
% change year-on-year +3.03% -2.94% -0.23%
Number of hourly rates quoted 0 0 0
Scotland median hourly rate - - -
UK median hourly rate £35.00 £44.00 £38.50
% change year-on-year -20.45% +14.29% -70.04%

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 4772 3950 5717
% of contract IT jobs with a recognized job title 95.65% 94.93% 94.57%
Number of daily rates quoted 2752 2303 2981
Scotland median daily rate £388 £363 £365
Median daily rate % change year-on-year +6.90% -0.68% -2.67%
10th Percentile £225 £225 £225
90th Percentile £538 £500 £511
UK median daily rate £450 £425 £408
% change year-on-year +5.88% +4.29% +1.88%
Number of hourly rates quoted 132 117 114
Scotland median hourly rate £20.00 £17.00 £21.00
Median hourly rate % change year-on-year +17.65% -19.05% +20.00%
10th Percentile £11.16 £10.50 £10.15
90th Percentile £43.18 £44.70 £48.98
UK median hourly rate £18.70 £18.00 £18.00
% change year-on-year +3.89% - +9.09%

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 14 December 2017. 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 -10 7 £375 -6.25%
Edinburgh -25 3 £400 +14.29%
Inverclyde 0 1 £375 -
ETL Developer
UK

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

For the 6 months to 14 December 2017, ETL Developer contract jobs required the following IT skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the Scotland region featuring ETL Developer in the job title.

1 11 (100.00%) ETL
2 9 (81.82%) SQL Server Integration Services
2 9 (81.82%) SQL
3 8 (72.73%) SQL Server Analysis Services
4 7 (63.64%) Team Foundation Server
5 6 (54.55%) Data Quality
5 6 (54.55%) Data Modelling
5 6 (54.55%) Snowflake Schema
5 6 (54.55%) Star Schema
5 6 (54.55%) Performance Tuning
5 6 (54.55%) Data Cleansing
6 3 (27.27%) Microsoft
6 3 (27.27%) Data Warehouse
6 3 (27.27%) T-SQL
6 3 (27.27%) SQL Server
6 3 (27.27%) Business Intelligence
6 3 (27.27%) Agile Software Development
7 2 (18.18%) Information Management
7 2 (18.18%) SQL Server Reporting Services
7 2 (18.18%) Waterfall
8 1 (9.09%) Tableau
8 1 (9.09%) SQL Server 2012
8 1 (9.09%) Kimball Methodology
8 1 (9.09%) Predictive Modelling
8 1 (9.09%) System Testing
8 1 (9.09%) Data Analysis
8 1 (9.09%) Business Analysis
8 1 (9.09%) Netezza
8 1 (9.09%) RDBMS
8 1 (9.09%) VSS/SourceSafe

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:

Application Platforms
1 1 (9.09%) SharePoint
Applications
1 1 (9.09%) Microsoft Excel
Database & Business Intelligence
1 9 (81.82%) SQL Server Integration Services
2 8 (72.73%) SQL Server Analysis Services
3 6 (54.55%) Snowflake Schema
3 6 (54.55%) Star Schema
4 3 (27.27%) Data Warehouse
4 3 (27.27%) SQL Server
5 2 (18.18%) SQL Server Reporting Services
6 1 (9.09%) Power BI
6 1 (9.09%) RDBMS
6 1 (9.09%) Relational Database
6 1 (9.09%) SQL Server 2012
Development Applications
1 7 (63.64%) Team Foundation Server
2 1 (9.09%) VSS/SourceSafe
Libraries, Frameworks & Software Standards
1 1 (9.09%) XML
Processes & Methodologies
1 11 (100.00%) ETL
2 6 (54.55%) Data Cleansing
2 6 (54.55%) Data Modelling
2 6 (54.55%) Performance Tuning
3 3 (27.27%) Agile Software Development
3 3 (27.27%) Business Intelligence
4 2 (18.18%) Information Management
4 2 (18.18%) Waterfall
5 1 (9.09%) Business Analysis
5 1 (9.09%) Data Analysis
5 1 (9.09%) Kimball Methodology
5 1 (9.09%) Predictive Modelling
5 1 (9.09%) Project Management
5 1 (9.09%) System Testing
Programming Languages
1 9 (81.82%) SQL
2 3 (27.27%) T-SQL
3 1 (9.09%) C#
3 1 (9.09%) PL/SQL
3 1 (9.09%) Python
Quality Assurance & Compliance
1 6 (54.55%) Data Quality
Vendors
1 3 (27.27%) Microsoft
2 1 (9.09%) Informatica
2 1 (9.09%) Netezza
2 1 (9.09%) Tableau