Period
to 18 June 2018

The median contractor rate for an ETL Developer was £371 per day in advertised job vacancies in Scotland during the 6 months to 18 June 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
18 Jun 2018
Same period 2017 Same period 2016
Rank 178 151 205
Rank change year-on-year -27 +54 -24
Contract jobs requiring an ETL Developer 22 9 7
As % of all contract IT jobs advertised in Scotland 0.42% 0.24% 0.13%
As % of the Job Titles category 0.44% 0.25% 0.14%
Number of daily rates quoted 19 6 5
Scotland median daily rate £371 £400 £350
Median daily rate % change year-on-year -7.38% +14.29% -9.68%
10th Percentile £305 £350 £308
90th Percentile £413 £431 £408
UK median daily rate £449 £400 £425
% change year-on-year +12.19% -5.88% +3.03%
Number of hourly rates quoted 0 0 0
Scotland median hourly rate - - -
UK median hourly rate - £40.00 -

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 4,980 3,605 5,097
% of contract IT jobs with a recognized job title 95.11% 95.37% 93.75%
Number of daily rates quoted 2,923 2,115 2,815
Scotland median daily rate £400 £375 £375
Median daily rate % change year-on-year +6.67% - -
10th Percentile £245 £213 £231
90th Percentile £538 £513 £525
UK median daily rate £450 £425 £420
% change year-on-year +5.88% +1.09% +5.10%
Number of hourly rates quoted 120 96 96
Scotland median hourly rate £15.93 £22.25 £22.25
Median hourly rate % change year-on-year -28.40% - +7.54%
10th Percentile £10.25 £11.30 £9.88
90th Percentile £48.88 £52.09 £43.75
UK median hourly rate £18.00 £18.96 £20.00
% change year-on-year -5.06% -5.20% +14.29%

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 18 June 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 18 June 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
Edinburgh -19 10 £395 -1.25%
Glasgow -22 10 £325 -18.75% 1
Inverclyde - 2 £340 -
ETL Developer
UK

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

For the 6 months to 18 June 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 22 (100.00%) ETL
2 15 (68.18%) SQL
2 15 (68.18%) Data Warehouse
3 12 (54.55%) SQL Server Integration Services
4 10 (45.45%) Oracle
5 9 (40.91%) Data Quality
6 8 (36.36%) Agile Software Development
7 7 (31.82%) SQL Server Analysis Services
7 7 (31.82%) Performance Tuning
8 6 (27.27%) Data Migration
8 6 (27.27%) QA
8 6 (27.27%) Data Analysis
8 6 (27.27%) SQL Server
8 6 (27.27%) PL/SQL
8 6 (27.27%) Migration
8 6 (27.27%) ETL Development
9 5 (22.73%) Oracle Flashback
9 5 (22.73%) SDLC
9 5 (22.73%) Snowflake Schema
9 5 (22.73%) Star Schema
9 5 (22.73%) Data Modelling
9 5 (22.73%) Data Integration
9 5 (22.73%) Pentaho
10 4 (18.18%) Big Data
10 4 (18.18%) Data Architecture
10 4 (18.18%) JIRA
10 4 (18.18%) SQL Server Reporting Services
10 4 (18.18%) ActiveMQ
10 4 (18.18%) Retail Banking
10 4 (18.18%) Unix

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 2 (9.09%) SharePoint
Business Applications
1 1 (4.55%) Dynamics CRM
Database & Business Intelligence
1 15 (68.18%) Data Warehouse
2 12 (54.55%) SQL Server Integration Services
3 7 (31.82%) SQL Server Analysis Services
4 6 (27.27%) SQL Server
5 5 (22.73%) Pentaho
5 5 (22.73%) Snowflake Schema
5 5 (22.73%) Star Schema
6 4 (18.18%) Big Data
6 4 (18.18%) SQL Server Reporting Services
7 3 (13.64%) Relational Database
8 2 (9.09%) Hadoop
8 2 (9.09%) QlikView
8 2 (9.09%) RDBMS
8 2 (9.09%) SQL Server 2012
Development Applications
1 4 (18.18%) JIRA
2 3 (13.64%) Team Foundation Server
3 2 (9.09%) Git (software)
4 1 (4.55%) Visual Studio
General
1 4 (18.18%) Retail Banking
2 2 (9.09%) Finance
3 1 (4.55%) Banking
Libraries, Frameworks & Software Standards
1 4 (18.18%) ActiveMQ
2 2 (9.09%) XML
Miscellaneous
1 1 (4.55%) Data Structures
1 1 (4.55%) Greenfield Project
1 1 (4.55%) Reference Data
Operating Systems
1 4 (18.18%) Unix
Processes & Methodologies
1 22 (100.00%) ETL
2 8 (36.36%) Agile Software Development
3 7 (31.82%) Performance Tuning
4 6 (27.27%) Data Analysis
4 6 (27.27%) Data Migration
4 6 (27.27%) ETL Development
4 6 (27.27%) Migration
5 5 (22.73%) Data Integration
5 5 (22.73%) Data Modelling
5 5 (22.73%) SDLC
6 4 (18.18%) Data Architecture
6 4 (18.18%) Kimball Methodology
6 4 (18.18%) Quality Management
6 4 (18.18%) Scorecard
6 4 (18.18%) Stakeholder Management
7 2 (9.09%) High Availability
7 2 (9.09%) Information Management
7 2 (9.09%) Predictive Modelling
7 2 (9.09%) Waterfall
7 2 (9.09%) Workflow
Programming Languages
1 15 (68.18%) SQL
2 6 (27.27%) PL/SQL
3 4 (18.18%) C#
3 4 (18.18%) Java
4 2 (9.09%) Python
4 2 (9.09%) T-SQL
Qualifications
1 2 (9.09%) Degree
1 2 (9.09%) MCAD
1 2 (9.09%) MCSD
1 2 (9.09%) MCTS
1 2 (9.09%) Microsoft Certification
Quality Assurance & Compliance
1 9 (40.91%) Data Quality
2 6 (27.27%) QA
3 1 (4.55%) Disclosure Scotland
Systems Management
1 5 (22.73%) Oracle Flashback
Vendors
1 10 (45.45%) Oracle
2 4 (18.18%) Informatica
3 2 (9.09%) Microsoft
3 2 (9.09%) SAP