Reference Data Contract Job Trends in the East of England

Reference Data
England > East of England

The table below looks at the prevalence of the term Reference Data in contract job vacancies in the East of England. Included is a benchmarking guide to the contractor rates offered in vacancies that cited Reference Data over the 6 months leading up to 27 March 2026, comparing them to the same period in the previous two years.

6 months to
27 Mar 2026
Same period 2025 Same period 2024
Rank 103 77 106
Rank change year-on-year -26 +29 +22
Contract jobs citing Reference Data 10 5 3
As % of all contract jobs in the East of England 0.51% 0.52% 0.16%
As % of the Miscellaneous category 1.74% 1.16% 0.52%
Number of daily rates quoted 2 1 1
10th Percentile £473 - -
25th Percentile £488 £513 -
Median daily rate (50th Percentile) £525 £525 £560
Median % change year-on-year - -6.25% -
75th Percentile £563 £538 -
90th Percentile £578 - -
England median daily rate £618 £650 £650
% change year-on-year -5.00% - +4.00%
Number of hourly rates quoted 3 2 0
10th Percentile - - -
25th Percentile £78.75 £78.75 -
Median hourly rate £80.50 £80.50 -
75th Percentile £83.13 £82.25 -
90th Percentile £83.65 - -
England median hourly rate £80.50 £80.50 -

All Generic Skills
East of England

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 East of England.

Contract vacancies with a requirement for generic IT skills 574 432 576
As % of all contract IT jobs advertised in the East of England 29.09% 44.67% 30.06%
Number of daily rates quoted 307 248 302
10th Percentile £196 £225 £201
25th Percentile £318 £399 £338
Median daily rate (50th Percentile) £450 £500 £488
Median % change year-on-year -10.00% +2.56% +8.33%
75th Percentile £575 £625 £560
90th Percentile £681 £700 £652
England median daily rate £513 £543 £550
% change year-on-year -5.53% -1.36% -4.35%
Number of hourly rates quoted 95 73 126
10th Percentile £13.50 £16.95 £13.18
25th Percentile £16.17 £30.78 £17.00
Median hourly rate £22.50 £67.50 £55.00
Median % change year-on-year -66.67% +22.73% -15.38%
75th Percentile £67.25 £85.00 £65.00
90th Percentile £80.00 £88.00 £70.00
England median hourly rate £42.71 £34.50 £28.00
% change year-on-year +23.78% +23.21% +20.95%

Reference Data
Job Vacancy Trend in the East of England

Historical trend showing the proportion of contract IT job postings citing Reference Data relative to all contract IT jobs advertised in the East of England.

Reference Data job vacancy trend in the East of England

Reference Data
Daily Rate Trend in the East of England

Contractor daily rate distribution trend for jobs in the East of England citing Reference Data.

Contractor daily rate distribution trend for jobs in the East of England citing Reference Data

Reference Data
Hourly Rate Trend in the East of England

Contractor hourly rate distribution trend for jobs in the East of England citing Reference Data.

Contractor hourly rate distribution trend for jobs in the East of England citing Reference Data

Reference Data
Contract Job Locations in the East of England

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 East of England region over the 6 months to 27 March 2026. 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
Hertfordshire -22 6 £575 -
Norfolk - 3 £475 - 4
Bedfordshire - 1 - -
Reference Data
England

Reference Data
Co-Occurring Skills & Capabilities in the East of England by Category

The following tables expand on the one above by listing co-occurrences grouped by category. They cover the same employment type, locality and period, with up to 20 co-occurrences shown in each category:

Applications
1 5 (50.00%) Microsoft Excel
Business Applications
1 1 (10.00%) SAP S/4HANA
Cloud Services
1 2 (20.00%) AWS
2 1 (10.00%) Amazon S3
2 1 (10.00%) AWS CodePipeline
2 1 (10.00%) Azure
2 1 (10.00%) Boomi
2 1 (10.00%) dbt
2 1 (10.00%) GCP
2 1 (10.00%) GitHub
Database & Business Intelligence
1 9 (90.00%) Metadata
2 1 (10.00%) Amazon Athena
2 1 (10.00%) Amazon Redshift
2 1 (10.00%) Data Warehouse
2 1 (10.00%) SQL Server
Development Applications
1 1 (10.00%) Git
General
1 5 (50.00%) Analytical Skills
1 5 (50.00%) Publishing
2 2 (20.00%) Law
2 2 (20.00%) Social Skills
3 1 (10.00%) Finance
Job Titles
1 3 (30.00%) Developer
1 3 (30.00%) Perl Developer
2 2 (20.00%) Designer
2 2 (20.00%) Perl Software Engineer
2 2 (20.00%) Software Developer
2 2 (20.00%) Software Engineer
3 1 (10.00%) Data Engineer
3 1 (10.00%) Data Modeller
Libraries, Frameworks & Software Standards
1 3 (30.00%) JSON
1 3 (30.00%) REST
2 2 (20.00%) Kafka
3 1 (10.00%) PySpark
Miscellaneous
1 6 (60.00%) Legacy Systems
2 5 (50.00%) Management Information System
3 3 (30.00%) Onboarding
4 2 (20.00%) Marketing Technology
5 1 (10.00%) Cloud Native
5 1 (10.00%) Life Science
Processes & Methodologies
1 9 (90.00%) Data Modelling
2 5 (50.00%) Data Architecture
2 5 (50.00%) Data Strategy
2 5 (50.00%) Data Visualisation
2 5 (50.00%) Metadata Management
2 5 (50.00%) Visualisation
3 4 (40.00%) Analytics
3 4 (40.00%) Problem-Solving
4 3 (30.00%) Data Cleansing
4 3 (30.00%) Data Governance
4 3 (30.00%) Data Migration
4 3 (30.00%) Data Pipeline
4 3 (30.00%) Design Thinking
4 3 (30.00%) ERP
4 3 (30.00%) ETL
4 3 (30.00%) Event-Driven
4 3 (30.00%) Migration
4 3 (30.00%) Software Engineering
4 3 (30.00%) Sprint Planning
4 3 (30.00%) Validation
Programming Languages
1 6 (60.00%) SQL
2 5 (50.00%) C#
2 5 (50.00%) Java
2 5 (50.00%) Perl
2 5 (50.00%) PowerShell
3 1 (10.00%) Python
Qualifications
1 3 (30.00%) Security Cleared
2 1 (10.00%) BPSS Clearance
2 1 (10.00%) SC Cleared
Quality Assurance & Compliance
1 4 (40.00%) Data Quality
2 1 (10.00%) California Consumer Privacy Act
2 1 (10.00%) GDPR
Vendors
1 1 (10.00%) Informatica
1 1 (10.00%) MuleSoft
1 1 (10.00%) SAP
1 1 (10.00%) Talend