Data Modelling Contract Job Trends in Hertfordshire

Data Modelling
East of England > Hertfordshire

The table below provides summary statistics and contractor rates for jobs advertised in Hertfordshire requiring Data Modelling skills. It covers contract job vacancies from the 6 months leading up to 3 October 2025, with comparisons to the same periods in the previous two years.

6 months to
3 Oct 2025
Same period 2024 Same period 2023
Rank 47 49 56
Rank change year-on-year +2 +7 +4
Contract jobs citing Data Modelling 8 4 17
As % of all contract jobs in Hertfordshire 1.73% 0.69% 2.20%
As % of the Processes & Methodologies category 1.87% 0.80% 2.50%
Number of daily rates quoted 7 3 13
10th Percentile £475 £525 £368
25th Percentile £513 £544 £388
Median daily rate (50th Percentile) £550 £600 £500
Median % change year-on-year -8.33% +20.00% -31.03%
75th Percentile £588 £613 £575
90th Percentile £620 £620 £650
East of England median daily rate £550 £525 £495
% change year-on-year +4.76% +6.06% -23.88%

All Process and Methodology Skills
Hertfordshire

Data Modelling falls under the Processes and Methodologies category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies requiring process or methodology skills in Hertfordshire.

Contract vacancies with a requirement for process or methodology skills 428 499 681
As % of all contract IT jobs advertised in Hertfordshire 92.64% 85.74% 88.33%
Number of daily rates quoted 205 156 376
10th Percentile £225 £240 £273
25th Percentile £425 £313 £400
Median daily rate (50th Percentile) £550 £431 £550
Median % change year-on-year +27.54% -21.59% +4.76%
75th Percentile £588 £575 £675
90th Percentile £688 £650 £775
East of England median daily rate £514 £450 £500
% change year-on-year +14.11% -10.00% -
Number of hourly rates quoted 124 156 152
10th Percentile £16.45 £15.30 £17.72
25th Percentile £20.19 £43.00 £42.25
Median hourly rate £44.00 £50.00 £65.00
Median % change year-on-year -12.00% -23.08% +10.64%
75th Percentile £65.00 £65.00 £72.81
90th Percentile £73.75 £70.00 £90.00
East of England median hourly rate £22.57 £40.00 £19.81
% change year-on-year -43.58% +101.92% -5.67%

Data Modelling
Job Vacancy Trend in Hertfordshire

Historical trend showing the proportion of contract IT job postings citing Data Modelling relative to all contract IT jobs advertised in Hertfordshire.

Data Modelling job vacancy trend in Hertfordshire

Data Modelling
Daily Rate Trend in Hertfordshire

Contractor daily rate distribution trend for jobs in Hertfordshire citing Data Modelling.

Contractor daily rate distribution trend for jobs in Hertfordshire citing Data Modelling

Data Modelling
Daily Rate Histogram in Hertfordshire

Daily rate distribution for jobs citing Data Modelling in Hertfordshire over the 6 months to 3 October 2025.

Daily rate histogram for Data Modelling in Hertfordshire

Data Modelling
Hourly Rate Trend in Hertfordshire

Contractor hourly rate distribution trend for jobs in Hertfordshire citing Data Modelling.

Contractor hourly rate distribution trend for jobs in Hertfordshire citing Data Modelling

Data Modelling
Contract Job Locations in Hertfordshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Modelling within the Hertfordshire region over the 6 months to 3 October 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
Hemel Hempstead +5 3 £550 -2.22%
Watford - 2 £588 - 1
Welwyn Garden City - 1 £650 - 1
Letchworth - 1 £500 -
Data Modelling
East of England

Data Modelling
Co-Occurring Skills & Capabilities in Hertfordshire 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:

Application Platforms
1 1 (12.50%) Apache Airflow
Applications
1 1 (12.50%) MS Visio
Business Applications
1 2 (25.00%) SAP S/4HANA
Cloud Services
1 3 (37.50%) dbt
2 2 (25.00%) Snowflake
3 1 (12.50%) AWS
3 1 (12.50%) Azure
3 1 (12.50%) Azure Synapse Analytics
3 1 (12.50%) Power Platform
Database & Business Intelligence
1 2 (25.00%) Data Warehouse
1 2 (25.00%) Metadata
1 2 (25.00%) SAP BW
1 2 (25.00%) Semantic Layer
2 1 (12.50%) Neo4j
2 1 (12.50%) Power BI
2 1 (12.50%) SAP Data Services
2 1 (12.50%) SAP HANA
2 1 (12.50%) Snowflake Schema
Development Applications
1 1 (12.50%) Git
1 1 (12.50%) JIRA
General
1 2 (25.00%) Retail
2 1 (12.50%) Analytical Skills
2 1 (12.50%) Social Skills
Job Titles
1 3 (37.50%) Data Modeller
1 3 (37.50%) Lead
2 2 (25.00%) Consultant
2 2 (25.00%) Lead Consultant
3 1 (12.50%) Analytics Consultant
3 1 (12.50%) Cloud Consultant
3 1 (12.50%) Data Engineer
3 1 (12.50%) Developer
3 1 (12.50%) Lead Product Manager
3 1 (12.50%) Migration Manager
3 1 (12.50%) Product Manager
3 1 (12.50%) SAP Consultant
3 1 (12.50%) Snowflake Data Engineer
3 1 (12.50%) Snowflake Engineer
Miscellaneous
1 2 (25.00%) Product Ownership
2 1 (12.50%) Data Structures
2 1 (12.50%) Legacy Systems
Processes & Methodologies
1 4 (50.00%) Analytics
1 4 (50.00%) Decision-Making
2 3 (37.50%) Migration
3 2 (25.00%) Business Intelligence
3 2 (25.00%) Cybersecurity
3 2 (25.00%) Data Pipeline
3 2 (25.00%) DevOps
3 2 (25.00%) ETL
3 2 (25.00%) Kimball Methodology
3 2 (25.00%) Metadata Management
3 2 (25.00%) Problem-Solving
3 2 (25.00%) Risk Management
3 2 (25.00%) Use Case
4 1 (12.50%) Continuous Integration
4 1 (12.50%) Data Validation
4 1 (12.50%) Dimensional Modelling
4 1 (12.50%) OO
4 1 (12.50%) OOP
4 1 (12.50%) Validation
4 1 (12.50%) Workflow
Programming Languages
1 5 (62.50%) Python
2 4 (50.00%) SQL
3 1 (12.50%) Cypher
Qualifications
1 1 (12.50%) AWS Certification
1 1 (12.50%) Azure Certification
1 1 (12.50%) Microsoft Certification
Vendors
1 2 (25.00%) SAP
2 1 (12.50%) Avature
2 1 (12.50%) Microsoft