Reference Data Contracts in the City of London

Reference Data
Central London > City of London

The table below looks at the prevalence of the term Reference Data in contract job vacancies in the City of London. Included is a benchmarking guide to the contractor rates offered in vacancies that cited Reference Data over the 6 months leading up to 31 May 2025, comparing them to the same period in the previous two years.

6 months to
31 May 2025
Same period 2024 Same period 2023
Rank 101 116 154
Rank change year-on-year +15 +38 +21
Contract jobs citing Reference Data 15 8 10
As % of all contract jobs advertised in the City of London 0.88% 0.37% 0.29%
As % of the Miscellaneous category 2.59% 1.19% 0.83%
Number of daily rates quoted 5 8 9
10th Percentile £552 £481 £516
25th Percentile £613 £620 £613
Median daily rate (50th Percentile) £640 £900 £635
Median % change year-on-year -28.89% +41.73% +11.40%
75th Percentile £641 £925 £950
90th Percentile £664 - £1,000
Central London median daily rate £633 £900 £625
% change year-on-year -29.72% +44.00% +9.65%

All Generic Skills
City of 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 City of London.

Contract vacancies with a requirement for generic IT skills 580 671 1,207
As % of all contract IT jobs advertised in the City of London 34.16% 31.18% 34.98%
Number of daily rates quoted 368 446 820
10th Percentile £357 £264 £350
25th Percentile £475 £425 £500
Median daily rate (50th Percentile) £587 £575 £625
Median % change year-on-year +2.04% -8.00% +8.70%
75th Percentile £700 £689 £750
90th Percentile £811 £838 £850
Central London median daily rate £575 £563 £625
% change year-on-year +2.22% -10.00% +8.70%
Number of hourly rates quoted 4 6 14
10th Percentile £18.15 £12.75 £17.69
25th Percentile £20.63 £13.56 £35.00
Median hourly rate £26.50 £20.00 £45.67
Median % change year-on-year +32.50% -56.20% +0.36%
75th Percentile £48.25 £26.25 £87.16
90th Percentile £79.30 £38.63 £88.30
Central London median hourly rate £26.45 £23.00 £35.00
% change year-on-year +15.00% -34.29% -23.08%

Reference Data
Job Vacancy Trend in the City of London

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

Job vacancy trend for Reference Data in the City of London

Reference Data
Contractor Daily Rate Trend in the City of London

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

Daily rate trend for Reference Data in the City of London

Reference Data
Daily Rate Histogram in the City of London

Daily rate distribution for jobs citing Reference Data in the City of London over the 6 months to 31 May 2025.

Daily rate histogram for Reference Data in the City of London

Reference Data
Contractor Hourly Rate Trend in the City of London

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

Hourly rate trend for Reference Data in the City of London

Reference Data
Co-occurring Skills and Capabilities in the City of 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:

Application Platforms
1 4 (26.67%) Apache
1 4 (26.67%) Apache Spark
1 4 (26.67%) Jupyter
Applications
1 3 (20.00%) Microsoft Excel
1 3 (20.00%) Microsoft Office
1 3 (20.00%) Microsoft PowerPoint
1 3 (20.00%) Microsoft Project
Business Applications
1 1 (6.67%) Fidessa
1 1 (6.67%) SAP MDG
1 1 (6.67%) SAP MDG-S
1 1 (6.67%) SAP S/4HANA
Cloud Services
1 5 (33.33%) Azure
2 4 (26.67%) Power Platform
3 1 (6.67%) Azure DevOps
Communications & Networking
1 4 (26.67%) SSH
Database & Business Intelligence
1 5 (33.33%) SQL Server
2 4 (26.67%) Apache Hive
2 4 (26.67%) Azure SQL Database
2 4 (26.67%) Delta Lake
2 4 (26.67%) Power BI
3 2 (13.33%) Data Lake
3 2 (13.33%) Data Warehouse
4 1 (6.67%) Enterprise Data Warehouse
4 1 (6.67%) SAP HANA
4 1 (6.67%) SQL Server Reporting Services
Development Applications
1 6 (40.00%) JIRA
2 5 (33.33%) Git
3 4 (26.67%) RStudio
4 1 (6.67%) Visual Studio
General
1 8 (53.33%) Finance
2 4 (26.67%) Analytical Skills
2 4 (26.67%) Back Office
2 4 (26.67%) Social Skills
3 3 (20.00%) Presentation Skills
4 1 (6.67%) Banking
4 1 (6.67%) Front Office
4 1 (6.67%) Investment Banking
4 1 (6.67%) Public Sector
Job Titles
1 5 (33.33%) Project Manager
2 4 (26.67%) Analyst
2 4 (26.67%) Data Engineer
3 3 (20.00%) Business Analyst
4 2 (13.33%) Architect
4 2 (13.33%) Data Manager
5 1 (6.67%) Analyst Developer
5 1 (6.67%) Data Architect
5 1 (6.67%) Developer
5 1 (6.67%) Information Architect
5 1 (6.67%) Senior
5 1 (6.67%) Senior Analyst
5 1 (6.67%) Senior Business Analyst
5 1 (6.67%) Software Analyst
5 1 (6.67%) Software Developer
5 1 (6.67%) Solutions Architect
5 1 (6.67%) Technical Analyst
5 1 (6.67%) Technical Business Analyst
Libraries, Frameworks & Software Standards
1 4 (26.67%) JSON
1 4 (26.67%) pydantic
1 4 (26.67%) PySpark
1 4 (26.67%) YAML
2 1 (6.67%) .NET
2 1 (6.67%) ASP.NET
2 1 (6.67%) ASP.NET MVC
2 1 (6.67%) FpML
2 1 (6.67%) Kafka
2 1 (6.67%) REST
2 1 (6.67%) XML
Miscellaneous
1 4 (26.67%) Data Structures
1 4 (26.67%) Linux Command Line
2 3 (20.00%) Legacy Systems
2 3 (20.00%) PMI
3 1 (6.67%) Derivative
3 1 (6.67%) Equities
3 1 (6.67%) Fixed Income
3 1 (6.67%) Foreign Exchange (FX)
3 1 (6.67%) Onboarding
3 1 (6.67%) Product Ownership
3 1 (6.67%) Virtual Team
Operating Systems
1 4 (26.67%) Linux
Processes & Methodologies
1 9 (60.00%) Agile
2 7 (46.67%) Problem-Solving
3 6 (40.00%) Data Management
3 6 (40.00%) Reference Data Management
4 5 (33.33%) Project Management
5 4 (26.67%) Data Ingestion
5 4 (26.67%) Data Pipeline
5 4 (26.67%) Data Security
5 4 (26.67%) Scaled Agile Framework
5 4 (26.67%) Scrum
6 3 (20.00%) Accounts Receivable
6 3 (20.00%) Continuous Improvement
6 3 (20.00%) Data Analysis
6 3 (20.00%) Data Governance
6 3 (20.00%) PRINCE2
6 3 (20.00%) Project Delivery
6 3 (20.00%) Project Governance
6 3 (20.00%) Resource Allocation
6 3 (20.00%) User Acceptance Testing
7 2 (13.33%) Risk Management
Programming Languages
1 8 (53.33%) Python
1 8 (53.33%) SQL
2 4 (26.67%) Bash
2 4 (26.67%) Scala
3 1 (6.67%) C#
3 1 (6.67%) PowerShell
3 1 (6.67%) Ruby
3 1 (6.67%) T-SQL
Qualifications
1 5 (33.33%) PMI Certification
2 4 (26.67%) Degree
3 3 (20.00%) Security Cleared
4 2 (13.33%) PMP
4 2 (13.33%) SC Cleared
5 1 (6.67%) SAP Certification
5 1 (6.67%) TOGAF Certification
Quality Assurance & Compliance
1 4 (26.67%) GDPR
2 3 (20.00%) PMO
3 1 (6.67%) EMIR
3 1 (6.67%) MiFID
Vendors
1 4 (26.67%) Databricks
2 3 (20.00%) Microsoft
3 1 (6.67%) BiZZdesign
3 1 (6.67%) Bloomberg
3 1 (6.67%) CQG
3 1 (6.67%) ION Trading
3 1 (6.67%) Reuters
3 1 (6.67%) SAP