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 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 109 125 157
Rank change year-on-year +16 +32 +28
Contract jobs citing Reference Data 20 8 15
As % of all contract jobs advertised in Central London 1.00% 0.33% 0.39%
As % of the Miscellaneous category 2.94% 1.07% 1.07%
Number of daily rates quoted 8 8 14
10th Percentile £521 £481 £443
25th Percentile £591 £620 £575
Median daily rate (50th Percentile) £640 £900 £630
Median % change year-on-year -28.86% +42.86% +12.50%
75th Percentile £684 £925 £800
90th Percentile £695 - £985
London median daily rate £670 £713 £638
% change year-on-year -5.96% +11.76% +6.25%

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 681 749 1,399
As % of all contract IT jobs advertised in Central London 34.10% 30.62% 36.29%
Number of daily rates quoted 437 524 960
10th Percentile £361 £275 £313
25th Percentile £465 £425 £475
Median daily rate (50th Percentile) £575 £575 £605
Median % change year-on-year - -4.96% +5.22%
75th Percentile £695 £700 £750
90th Percentile £780 £850 £850
London median daily rate £575 £583 £600
% change year-on-year -1.29% -2.92% -
Number of hourly rates quoted 5 10 16
10th Percentile £23.78 £12.75 £18.42
25th Percentile £26.45 £16.73 £24.00
Median hourly rate £29.07 £23.00 £35.00
Median % change year-on-year +26.39% -34.29% -27.08%
75th Percentile £31.00 £26.25 £84.89
90th Percentile £72.40 £29.78 £88.30
London median hourly rate £34.50 £26.00 £35.00
% change year-on-year +32.69% -25.71% -21.35%

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 1 May 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 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
City of London +19 19 £641 -28.83% 1
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 (20.00%) Apache
1 4 (20.00%) Apache Spark
1 4 (20.00%) Jupyter
Applications
1 3 (15.00%) Microsoft Excel
1 3 (15.00%) Microsoft Office
1 3 (15.00%) Microsoft PowerPoint
1 3 (15.00%) Microsoft Project
Business Applications
1 3 (15.00%) SAP MDG
1 3 (15.00%) SAP MDG-S
1 3 (15.00%) SAP S/4HANA
2 1 (5.00%) Fidessa
Cloud Services
1 5 (25.00%) Azure
2 4 (20.00%) Power Platform
3 1 (5.00%) Azure DevOps
Communications & Networking
1 4 (20.00%) SSH
Database & Business Intelligence
1 5 (25.00%) SQL Server
2 4 (20.00%) Apache Hive
2 4 (20.00%) Azure SQL Database
2 4 (20.00%) Delta Lake
2 4 (20.00%) Power BI
3 3 (15.00%) Data Warehouse
3 3 (15.00%) SAP HANA
4 2 (10.00%) Data Lake
5 1 (5.00%) Enterprise Data Warehouse
5 1 (5.00%) SQL Server Reporting Services
Development Applications
1 6 (30.00%) JIRA
2 5 (25.00%) Git
3 4 (20.00%) RStudio
4 1 (5.00%) Visual Studio
General
1 12 (60.00%) Finance
2 5 (25.00%) Analytical Skills
2 5 (25.00%) Social Skills
3 4 (20.00%) Back Office
4 3 (15.00%) Presentation Skills
5 1 (5.00%) Banking
5 1 (5.00%) Front Office
5 1 (5.00%) Investment Banking
5 1 (5.00%) Marketing
5 1 (5.00%) Public Sector
Job Titles
1 7 (35.00%) Analyst
2 5 (25.00%) Business Analyst
2 5 (25.00%) Project Manager
3 4 (20.00%) Architect
3 4 (20.00%) Data Engineer
4 3 (15.00%) Solutions Architect
5 2 (10.00%) Business IT Analyst
5 2 (10.00%) Data Manager
5 2 (10.00%) IT Analyst
5 2 (10.00%) IT Business Analyst
6 1 (5.00%) Analyst Developer
6 1 (5.00%) Data Analyst
6 1 (5.00%) Fund Data Analyst
6 1 (5.00%) Information Architect
6 1 (5.00%) Senior Business Analyst
6 1 (5.00%) Software Analyst
6 1 (5.00%) SQL Analyst
6 1 (5.00%) SQL Data Analyst
6 1 (5.00%) Technical Analyst
6 1 (5.00%) Technical Business Analyst
Libraries, Frameworks & Software Standards
1 4 (20.00%) JSON
1 4 (20.00%) pydantic
1 4 (20.00%) PySpark
1 4 (20.00%) YAML
2 1 (5.00%) .NET
2 1 (5.00%) ASP.NET
2 1 (5.00%) ASP.NET MVC
2 1 (5.00%) FpML
2 1 (5.00%) Kafka
2 1 (5.00%) REST
2 1 (5.00%) XML
Miscellaneous
1 4 (20.00%) Data Structures
1 4 (20.00%) Linux Command Line
2 3 (15.00%) Equities
2 3 (15.00%) Legacy Systems
2 3 (15.00%) PMI
3 2 (10.00%) Virtual Team
4 1 (5.00%) Derivative
4 1 (5.00%) Fixed Income
4 1 (5.00%) Foreign Exchange (FX)
4 1 (5.00%) Hedge funds
4 1 (5.00%) Onboarding
4 1 (5.00%) Product Ownership
Operating Systems
1 4 (20.00%) Linux
Processes & Methodologies
1 9 (45.00%) Agile
2 8 (40.00%) Data Management
2 8 (40.00%) Reference Data Management
3 7 (35.00%) Problem-Solving
4 6 (30.00%) Data Analysis
5 5 (25.00%) Data Governance
5 5 (25.00%) Project Delivery
5 5 (25.00%) Project Management
6 4 (20.00%) Data Ingestion
6 4 (20.00%) Data Pipeline
6 4 (20.00%) Data Security
6 4 (20.00%) Scaled Agile Framework
6 4 (20.00%) Scrum
7 3 (15.00%) Asset Management
7 3 (15.00%) Continuous Improvement
7 3 (15.00%) Information Management
7 3 (15.00%) PRINCE2
7 3 (15.00%) Project Governance
7 3 (15.00%) Resource Allocation
7 3 (15.00%) TOGAF
Programming Languages
1 11 (55.00%) SQL
2 8 (40.00%) Python
3 4 (20.00%) Bash
3 4 (20.00%) Scala
4 1 (5.00%) C#
4 1 (5.00%) PL/SQL
4 1 (5.00%) PowerShell
4 1 (5.00%) Ruby
4 1 (5.00%) T-SQL
Qualifications
1 6 (30.00%) Degree
2 5 (25.00%) PMI Certification
3 3 (15.00%) Security Cleared
3 3 (15.00%) TOGAF Certification
4 2 (10.00%) PMP
4 2 (10.00%) SAP Certification
4 2 (10.00%) SC Cleared
5 1 (5.00%) Master's Degree
Quality Assurance & Compliance
1 4 (20.00%) GDPR
2 3 (15.00%) PMO
3 1 (5.00%) EMIR
3 1 (5.00%) MiFID
Vendors
1 4 (20.00%) Databricks
2 3 (15.00%) BiZZdesign
2 3 (15.00%) Microsoft
2 3 (15.00%) SAP
3 1 (5.00%) Bloomberg
3 1 (5.00%) CQG
3 1 (5.00%) ION Trading
3 1 (5.00%) Reuters