Reference Data Contracts in the UK excluding London

Reference Data
UK > UK excluding London

The table below looks at the prevalence of the term Reference Data in contract job vacancies in the UK excluding London. 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 323 386 438
Rank change year-on-year +63 +52 +19
Contract jobs citing Reference Data 13 13 24
As % of all contract jobs advertised in the UK excluding London 0.10% 0.063% 0.100%
As % of the Miscellaneous category 0.31% 0.21% 0.31%
Number of daily rates quoted 6 6 18
10th Percentile £437 £513 £435
25th Percentile £508 £525 £466
Median daily rate (50th Percentile) £585 £550 £500
Median % change year-on-year +6.41% +10.00% -1.48%
75th Percentile £642 £583 £547
90th Percentile £650 £585 £663
UK median daily rate £640 £650 £625
% change year-on-year -1.54% +4.00% +4.17%
Number of hourly rates quoted 2 0 0
10th Percentile - - -
25th Percentile £78.75 - -
Median hourly rate £80.50 - -
75th Percentile £82.25 - -
90th Percentile - - -
UK median hourly rate £80.50 - -

All Generic Skills
UK excluding London

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 the UK excluding London.

Contract vacancies with a requirement for generic IT skills 4,241 6,126 7,826
As % of all contract IT jobs advertised in the UK excluding London 33.22% 29.49% 32.52%
Number of daily rates quoted 2,608 3,665 5,276
10th Percentile £210 £210 £213
25th Percentile £363 £378 £386
Median daily rate (50th Percentile) £496 £500 £500
Median % change year-on-year -0.80% - +5.26%
75th Percentile £588 £598 £618
90th Percentile £665 £688 £700
UK median daily rate £525 £538 £550
% change year-on-year -2.33% -2.27% -
Number of hourly rates quoted 301 723 439
10th Percentile £16.67 £12.15 £9.80
25th Percentile £20.00 £14.06 £10.63
Median hourly rate £31.08 £28.25 £22.00
Median % change year-on-year +10.02% +28.41% +9.64%
75th Percentile £64.52 £61.30 £65.00
90th Percentile £83.20 £70.00 £75.00
UK median hourly rate £32.05 £30.00 £22.49
% change year-on-year +6.83% +33.42% -18.24%

Reference Data
Job Vacancy Trend in the UK excluding London

Job postings citing Reference Data as a proportion of all IT jobs advertised in the UK excluding London.

Job vacancy trend for Reference Data in the UK excluding London

Reference Data
Contractor Daily Rate Trend in the UK excluding London

3-month moving average daily rate quoted in jobs citing Reference Data in the UK excluding London.

Daily rate trend for Reference Data in the UK excluding London

Reference Data
Daily Rate Histogram in the UK excluding London

Daily rate distribution for jobs citing Reference Data in the UK excluding London over the 6 months to 1 May 2025.

Daily rate histogram for Reference Data in the UK excluding London

Reference Data
Contractor Hourly Rate Trend in the UK excluding London

3-month moving average hourly rates quoted in jobs citing Reference Data in the UK excluding London.

Hourly rate trend for Reference Data in the UK excluding London

Reference Data
Contract Job Locations in the UK excluding London

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Reference Data within the UK excluding London region over the 6 months to 1 May 2025. 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
Jobs
East of England +34 5 - - 1
Midlands +23 2 £650 +30.00%
West Midlands +15 2 £650 +30.00%
North of England +10 2 £650 +18.18%
Yorkshire +8 2 £650 -
Northern Ireland - 2 £544 - 5
Scotland - 2 £488 - 3
South East - 2 - - 17
Reference Data
UK

Reference Data
Co-occurring Skills and Capabilities in the UK excluding London 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:

Applications
1 5 (38.46%) Microsoft Excel
2 1 (7.69%) Microsoft PowerPoint
Business Applications
1 3 (23.08%) Sparx Enterprise Architect
2 1 (7.69%) SAP S/4HANA
Cloud Services
1 1 (7.69%) Collibra
Database & Business Intelligence
1 6 (46.15%) Metadata
2 4 (30.77%) Data Mining
3 1 (7.69%) OLTP
Development Applications
1 2 (15.38%) ERwin
2 1 (7.69%) ER Studio
General
1 7 (53.85%) Analytical Skills
2 5 (38.46%) Finance
3 4 (30.77%) Social Skills
4 3 (23.08%) Banking
5 1 (7.69%) Law
Job Titles
1 6 (46.15%) Architect
1 6 (46.15%) Data Architect
2 3 (23.08%) Data Modeller
2 3 (23.08%) Lead
3 2 (15.38%) Lead Architect
3 2 (15.38%) Lead Data Architect
4 1 (7.69%) Analyst
4 1 (7.69%) Data Analyst
4 1 (7.69%) Project Manager
Libraries, Frameworks & Software Standards
1 2 (15.38%) FIX Protocol
1 2 (15.38%) FpML
1 2 (15.38%) JSON
1 2 (15.38%) Kafka
1 2 (15.38%) RESTful
1 2 (15.38%) XML
Miscellaneous
1 4 (30.77%) Legacy Systems
1 4 (30.77%) Management Information System
2 2 (15.38%) Analytical Mindset
3 1 (7.69%) Life Science
3 1 (7.69%) Product Ownership
Processes & Methodologies
1 7 (53.85%) Conceptual Models
1 7 (53.85%) Data Architecture
1 7 (53.85%) Data Modelling
1 7 (53.85%) Logical Data Model
2 6 (46.15%) Problem-Solving
3 5 (38.46%) Data Science
3 5 (38.46%) Data Strategy
3 5 (38.46%) Metadata Management
4 4 (30.77%) Computer Science
4 4 (30.77%) Data Governance
4 4 (30.77%) Data Management
4 4 (30.77%) Data Visualisation
4 4 (30.77%) Visualisation
5 3 (23.08%) Analytics
5 3 (23.08%) Data Migration
5 3 (23.08%) Migration
5 3 (23.08%) Ontologies
6 2 (15.38%) Data Security
6 2 (15.38%) ETL
6 2 (15.38%) Stakeholder Management
Programming Languages
1 7 (53.85%) SQL
2 3 (23.08%) Python
Qualifications
1 5 (38.46%) Degree
2 2 (15.38%) SC Cleared
2 2 (15.38%) Security Cleared
Quality Assurance & Compliance
1 2 (15.38%) Data Quality
2 1 (7.69%) ISO 20022
Vendors
1 3 (23.08%) Sparx
2 1 (7.69%) Alteryx
2 1 (7.69%) Microsoft
2 1 (7.69%) SAP