Reference Data Contracts in Central London

Reference Data
London > Central London

The table below looks at the prevalence of the term Reference Data in contract job vacancies in Central London. Included is a benchmarking guide to the contractor rates offered in vacancies that cited Reference Data over the 6 months leading up to 5 June 2025, comparing them to the same period in the previous two years.

6 months to
5 Jun 2025
Same period 2024 Same period 2023
Rank 112 125 160
Rank change year-on-year +13 +35 +23
Contract jobs citing Reference Data 16 8 12
As % of all contract jobs advertised in Central London 0.85% 0.33% 0.32%
As % of the Miscellaneous category 2.56% 1.07% 0.92%
Number of daily rates quoted 6 8 11
10th Percentile £518 £481 £425
25th Percentile £547 £620 £500
Median daily rate (50th Percentile) £633 £900 £625
Median % change year-on-year -29.72% +44.00% +7.76%
75th Percentile £641 £925 £844
90th Percentile £660 - £1,000
London median daily rate £655 £700 £643
% change year-on-year -6.39% +8.95% +2.80%

All Generic Skills
Central 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 Central London.

Contract vacancies with a requirement for generic IT skills 625 745 1,311
As % of all contract IT jobs advertised in Central London 33.05% 31.15% 35.43%
Number of daily rates quoted 401 510 891
10th Percentile £359 £274 £319
25th Percentile £463 £426 £475
Median daily rate (50th Percentile) £575 £563 £625
Median % change year-on-year +2.22% -10.00% +8.70%
75th Percentile £700 £688 £741
90th Percentile £814 £838 £850
London median daily rate £575 £575 £600
% change year-on-year - -4.17% -
Number of hourly rates quoted 7 7 18
10th Percentile £19.80 £12.75 £19.14
25th Percentile £23.52 £14.38 £35.00
Median hourly rate £26.45 £23.00 £37.42
Median % change year-on-year +15.00% -38.53% -19.54%
75th Percentile £30.04 £25.50 £80.00
90th Percentile £58.60 £36.30 £88.30
London median hourly rate £32.75 £27.42 £34.62
% change year-on-year +19.44% -20.80% -18.54%

Reference Data
Job Vacancy Trend in Central London

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

Job vacancy trend for Reference Data in Central London

Reference Data
Contractor Daily Rate Trend in Central London

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

Daily rate trend for Reference Data in Central London

Reference Data
Daily Rate Histogram in Central London

Daily rate distribution for jobs citing Reference Data in Central London over the 6 months to 5 June 2025.

Daily rate histogram for Reference Data in Central London

Reference Data
Contractor Hourly Rate Trend in Central London

3-month moving average hourly rates quoted in jobs citing Reference Data in Central London.

Hourly rate trend for Reference Data in Central London

Reference Data
Contract Job Locations in Central 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 Central London region over the 6 months to 5 June 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
City of London +14 15 £640 -28.89% 7
City of Westminster - 1 £550 -
Reference Data
London

Reference Data
Co-occurring Skills and Capabilities in Central 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 (25.00%) Apache
1 4 (25.00%) Apache Spark
1 4 (25.00%) Jupyter
Applications
1 3 (18.75%) Microsoft Excel
1 3 (18.75%) Microsoft Office
1 3 (18.75%) Microsoft PowerPoint
1 3 (18.75%) Microsoft Project
Business Applications
1 1 (6.25%) Fidessa
1 1 (6.25%) SAP MDG
1 1 (6.25%) SAP MDG-S
1 1 (6.25%) SAP S/4HANA
Cloud Services
1 5 (31.25%) Azure
2 4 (25.00%) Power Platform
3 1 (6.25%) Azure DevOps
Communications & Networking
1 4 (25.00%) SSH
Database & Business Intelligence
1 5 (31.25%) SQL Server
2 4 (25.00%) Apache Hive
2 4 (25.00%) Azure SQL Database
2 4 (25.00%) Delta Lake
2 4 (25.00%) Power BI
3 3 (18.75%) Data Warehouse
4 2 (12.50%) Data Lake
5 1 (6.25%) Enterprise Data Warehouse
5 1 (6.25%) SAP HANA
5 1 (6.25%) SQL Server Reporting Services
Development Applications
1 6 (37.50%) JIRA
2 5 (31.25%) Git
3 4 (25.00%) RStudio
4 1 (6.25%) Visual Studio
General
1 8 (50.00%) Finance
2 5 (31.25%) Analytical Skills
3 4 (25.00%) Back Office
3 4 (25.00%) Social Skills
4 3 (18.75%) Presentation Skills
5 1 (6.25%) Banking
5 1 (6.25%) Front Office
5 1 (6.25%) Investment Banking
5 1 (6.25%) Public Sector
Job Titles
1 5 (31.25%) Analyst
1 5 (31.25%) Project Manager
2 4 (25.00%) Data Engineer
3 3 (18.75%) Business Analyst
4 2 (12.50%) Architect
4 2 (12.50%) Data Manager
5 1 (6.25%) Data Analyst
5 1 (6.25%) Data Architect
5 1 (6.25%) Developer
5 1 (6.25%) Fund Data Analyst
5 1 (6.25%) Information Architect
5 1 (6.25%) Senior
5 1 (6.25%) Senior Analyst
5 1 (6.25%) Senior Business Analyst
5 1 (6.25%) Software Analyst
5 1 (6.25%) Solutions Architect
5 1 (6.25%) SQL Analyst
5 1 (6.25%) SQL Data Analyst
5 1 (6.25%) Technical Analyst
5 1 (6.25%) Technical Business Analyst
Libraries, Frameworks & Software Standards
1 4 (25.00%) JSON
1 4 (25.00%) pydantic
1 4 (25.00%) PySpark
1 4 (25.00%) YAML
2 1 (6.25%) .NET
2 1 (6.25%) ASP.NET
2 1 (6.25%) ASP.NET MVC
2 1 (6.25%) FpML
2 1 (6.25%) Kafka
2 1 (6.25%) REST
2 1 (6.25%) XML
Miscellaneous
1 4 (25.00%) Data Structures
1 4 (25.00%) Linux Command Line
2 3 (18.75%) Legacy Systems
2 3 (18.75%) PMI
3 1 (6.25%) Derivative
3 1 (6.25%) Equities
3 1 (6.25%) Fixed Income
3 1 (6.25%) Foreign Exchange (FX)
3 1 (6.25%) Hedge funds
3 1 (6.25%) Onboarding
3 1 (6.25%) Product Ownership
3 1 (6.25%) Virtual Team
Operating Systems
1 4 (25.00%) Linux
Processes & Methodologies
1 9 (56.25%) Agile
2 7 (43.75%) Problem-Solving
3 6 (37.50%) Data Management
3 6 (37.50%) Reference Data Management
4 5 (31.25%) Project Management
5 4 (25.00%) Data Analysis
5 4 (25.00%) Data Ingestion
5 4 (25.00%) Data Pipeline
5 4 (25.00%) Data Security
5 4 (25.00%) Scaled Agile Framework
5 4 (25.00%) Scrum
6 3 (18.75%) Accounts Receivable
6 3 (18.75%) Continuous Improvement
6 3 (18.75%) Data Governance
6 3 (18.75%) PRINCE2
6 3 (18.75%) Project Delivery
6 3 (18.75%) Project Governance
6 3 (18.75%) Resource Allocation
6 3 (18.75%) User Acceptance Testing
7 2 (12.50%) Risk Management
Programming Languages
1 9 (56.25%) SQL
2 8 (50.00%) Python
3 4 (25.00%) Bash
3 4 (25.00%) Scala
4 1 (6.25%) C#
4 1 (6.25%) PL/SQL
4 1 (6.25%) PowerShell
4 1 (6.25%) Ruby
4 1 (6.25%) T-SQL
Qualifications
1 5 (31.25%) PMI Certification
2 4 (25.00%) Degree
3 3 (18.75%) Security Cleared
4 2 (12.50%) PMP
4 2 (12.50%) SC Cleared
5 1 (6.25%) SAP Certification
5 1 (6.25%) TOGAF Certification
Quality Assurance & Compliance
1 4 (25.00%) GDPR
2 3 (18.75%) PMO
3 1 (6.25%) EMIR
3 1 (6.25%) MiFID
Vendors
1 4 (25.00%) Databricks
2 3 (18.75%) Microsoft
3 1 (6.25%) BiZZdesign
3 1 (6.25%) Bloomberg
3 1 (6.25%) CQG
3 1 (6.25%) ION Trading
3 1 (6.25%) Reuters
3 1 (6.25%) SAP