Reference Data Contracts in Edinburgh

Reference Data
Scotland > Edinburgh

The table below looks at the prevalence of the term Reference Data in contract job vacancies in Edinburgh. Included is a benchmarking guide to the contractor rates offered in vacancies that cited Reference Data over the 6 months leading up to 1 May 2025, comparing them to the same period in the previous two years.

6 months to
1 May 2025
Same period 2024 Same period 2023
Rank 66 - 110
Rank change year-on-year - - +19
Contract jobs citing Reference Data 1 0 2
As % of all contract jobs advertised in Edinburgh 0.16% - 0.15%
As % of the Miscellaneous category 0.42% - 0.43%
Number of daily rates quoted 1 0 1
10th Percentile - - -
25th Percentile £604 - £475
Median daily rate (50th Percentile) £608 - £500
75th Percentile £612 - £525
90th Percentile - - -
Scotland median daily rate £488 - £500

All Generic Skills
Edinburgh

Reference Data falls under the General and Transferable Skills category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies requiring generic IT skills in Edinburgh.

Contract vacancies with a requirement for generic IT skills 239 273 467
As % of all contract IT jobs advertised in Edinburgh 38.24% 33.50% 35.84%
Number of daily rates quoted 119 147 327
10th Percentile £208 £334 £242
25th Percentile £413 £420 £413
Median daily rate (50th Percentile) £489 £510 £479
Median % change year-on-year -4.12% +6.47% -4.20%
75th Percentile £554 £600 £538
90th Percentile £638 £675 £625
Scotland median daily rate £467 £475 £488
% change year-on-year -1.68% -2.56% +2.63%
Number of hourly rates quoted 18 16 3
10th Percentile - £14.88 £21.34
25th Percentile £17.30 £16.25 £21.47
Median hourly rate £22.00 £20.57 £21.67
Median % change year-on-year +6.95% -5.08% -54.38%
75th Percentile £24.38 £60.19 £37.71
90th Percentile £42.00 £60.75 £47.33
Scotland median hourly rate £22.00 £18.14 £12.30
% change year-on-year +21.31% +47.44% -71.40%

Reference Data
Job Vacancy Trend in Edinburgh

Job postings citing Reference Data as a proportion of all IT jobs advertised in Edinburgh.

Job vacancy trend for Reference Data in Edinburgh

Reference Data
Contractor Daily Rate Trend in Edinburgh

3-month moving average daily rate quoted in jobs citing Reference Data in Edinburgh.

Daily rate trend for Reference Data in Edinburgh

Reference Data
Co-occurring Skills and Capabilities in Edinburgh by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Business Applications
1 1 (100.00%) Sparx Enterprise Architect
Cloud Services
1 1 (100.00%) Collibra
Database & Business Intelligence
1 1 (100.00%) Metadata
1 1 (100.00%) OLTP
Development Applications
1 1 (100.00%) ER Studio
General
1 1 (100.00%) Finance
Job Titles
1 1 (100.00%) Data Modeller
Processes & Methodologies
1 1 (100.00%) Analytics
1 1 (100.00%) Artificial Intelligence
1 1 (100.00%) Data Architecture
1 1 (100.00%) Data Management
1 1 (100.00%) Data Modelling
1 1 (100.00%) Enterprise Modelling
1 1 (100.00%) Logical Data Model
1 1 (100.00%) Machine Learning
1 1 (100.00%) Metadata Management
1 1 (100.00%) PDM
1 1 (100.00%) Physical Data Model
Quality Assurance & Compliance
1 1 (100.00%) ISO 20022
Vendors
1 1 (100.00%) Sparx