Period
to 23 November 2017

The median contractor rate for a Data Modeller was £475 per day in advertised job vacancies in Edinburgh during the 6 months to 23 November 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.

Data Modeller
Scotland > Edinburgh
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 130 125 119
Rank change year-on-year -5 -6 -20
Contract jobs requiring a Data Modeller 6 2 16
As % of all contract IT jobs advertised in Edinburgh 0.20% 0.094% 0.50%
As % of the Job Titles category 0.21% 0.098% 0.52%
Number of daily rates quoted 4 1 6
Edinburgh median daily rate £475 £400 £425
Median daily rate % change year-on-year +18.75% -5.88% +6.25%
10th Percentile £463 £400 £338
90th Percentile £566 £400 £494
Scotland median daily rate £475 £450 £425
% change year-on-year +5.56% +5.88% +6.25%
Number of hourly rates quoted 0 0 0
Edinburgh median hourly rate - - -
Scotland median hourly rate - - -

The following table is for comparison with the above and includes summary statistics for all contract IT job vacancies advertised in Edinburgh. 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
Edinburgh
Contract vacancies in Edinburgh with a recognized job title 2821 2049 3049
% of contract IT jobs with a recognized job title 95.63% 96.61% 95.46%
Number of daily rates quoted 1661 1199 1573
Edinburgh median daily rate £400 £400 £384
Median daily rate % change year-on-year - +4.17% -3.03%
10th Percentile £251 £250 £258
90th Percentile £550 £525 £525
Scotland median daily rate £388 £356 £365
% change year-on-year +8.85% -2.47% -2.67%
Number of hourly rates quoted 22 34 26
Edinburgh median hourly rate £16.68 £19.75 £20.00
Median hourly rate % change year-on-year -15.54% -1.25% +26.82%
10th Percentile £10.44 £11.54 £10.99
90th Percentile £35.00 £50.91 £40.32
Scotland median hourly rate £20.21 £16.16 £23.35
% change year-on-year +25.08% -30.80% +33.43%

Data Modeller
Job Vacancy Trend in Edinburgh

Job postings that featured Data Modeller in the job title as a percentage of all IT jobs advertised in Edinburgh.

Job vacancy trend for Data Modeller in Edinburgh

Data Modeller
Contractor Daily Rate Trend in Edinburgh

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Data Modeller in Edinburgh.

Contractor daily rate trend for Data Modeller in Edinburgh

Data Modeller
Contractor Daily Rate Histogram in Edinburgh

The daily rate distribution of IT jobs citing Data Modeller in Edinburgh over the 6 months to 23 November 2017.

Contractor daily rate histogram for Data Modeller in Edinburgh

Data Modeller Skill Set
Top 30 Co-occurring IT Skills in Edinburgh

For the 6 months to 23 November 2017, Data Modeller 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 Edinburgh region featuring Data Modeller in the job title.

1 5 (83.33%) Data Modelling
1 5 (83.33%) ERwin
2 3 (50.00%) Finance
2 3 (50.00%) ETL
2 3 (50.00%) Oracle
2 3 (50.00%) Data Analysis
2 3 (50.00%) Oracle Database
3 2 (33.33%) Relational Database
3 2 (33.33%) ETL Development
3 2 (33.33%) QA
3 2 (33.33%) Data Architecture
3 2 (33.33%) Data Quality
3 2 (33.33%) Data Warehouse
4 1 (16.67%) Quality Management
4 1 (16.67%) Project Management
4 1 (16.67%) Agile Software Development
4 1 (16.67%) Data Management
4 1 (16.67%) Information Management
4 1 (16.67%) SQL
4 1 (16.67%) SQL Server
4 1 (16.67%) SAS
4 1 (16.67%) Business Intelligence
4 1 (16.67%) RDBMS
4 1 (16.67%) Informatica
4 1 (16.67%) Information Governance
4 1 (16.67%) Waterfall
4 1 (16.67%) Data Governance
4 1 (16.67%) Dimensional Modelling
4 1 (16.67%) Data Integration
4 1 (16.67%) Disclosure Scotland

Data Modeller Skill Set
Co-occurring IT Skills in Edinburgh 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 (16.67%) SAS
Database & Business Intelligence
1 3 (50.00%) Oracle Database
2 2 (33.33%) Data Warehouse
2 2 (33.33%) Relational Database
3 1 (16.67%) RDBMS
3 1 (16.67%) SQL Server
Development Applications
1 5 (83.33%) ERwin
General
1 3 (50.00%) Finance
Miscellaneous
1 1 (16.67%) Analytical Skills
1 1 (16.67%) Data Structures
Processes & Methodologies
1 5 (83.33%) Data Modelling
2 3 (50.00%) Data Analysis
2 3 (50.00%) ETL
3 2 (33.33%) Data Architecture
3 2 (33.33%) ETL Development
4 1 (16.67%) Agile Software Development
4 1 (16.67%) Business Intelligence
4 1 (16.67%) Data Flow Diagram
4 1 (16.67%) Data Governance
4 1 (16.67%) Data Integration
4 1 (16.67%) Data Management
4 1 (16.67%) Dimensional Modelling
4 1 (16.67%) Information Governance
4 1 (16.67%) Information Management
4 1 (16.67%) Project Management
4 1 (16.67%) Quality Management
4 1 (16.67%) Waterfall
Programming Languages
1 1 (16.67%) SQL
Quality Assurance & Compliance
1 2 (33.33%) Data Quality
1 2 (33.33%) QA
2 1 (16.67%) Disclosure Scotland
Vendors
1 3 (50.00%) Oracle
2 1 (16.67%) Informatica