Physical Data Model Contracts in the North of England

Physical Data Model
England > North of England

The table below provides summary statistics for contract job vacancies advertised in the North of England requiring Physical Data Model skills. It includes a benchmarking guide to the contractor rates offered in vacancies that cited Physical Data Model 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 162 175 214
Rank change year-on-year +13 +39 +9
Contract jobs citing Physical Data Model 4 10 6
As % of all contract jobs advertised in the North of England 0.12% 0.21% 0.10%
As % of the Processes & Methodologies category 0.13% 0.24% 0.11%
Number of daily rates quoted 4 6 5
10th Percentile - £511 £405
25th Percentile - £516 £450
Median daily rate (50th Percentile) £450 £613 £480
Median % change year-on-year -26.53% +27.60% -1.54%
75th Percentile £455 £734 -
90th Percentile £463 £738 -
England median daily rate £500 £600 £650
% change year-on-year -16.67% -7.69% -1.70%
Number of hourly rates quoted 0 1 0
Median hourly rate - £67.50 -
England median hourly rate - £67.50 -

All Process and Methodology Skills
North of England

Physical Data Model 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 the North of England.

Contract vacancies with a requirement for process or methodology skills 2,966 4,089 5,288
As % of all contract IT jobs advertised in the North of England 90.02% 85.76% 90.72%
Number of daily rates quoted 1,908 2,506 3,674
10th Percentile £263 £300 £302
25th Percentile £378 £400 £413
Median daily rate (50th Percentile) £475 £500 £500
Median % change year-on-year -5.00% - +5.26%
75th Percentile £563 £588 £600
90th Percentile £650 £675 £688
England median daily rate £525 £525 £550
% change year-on-year - -4.55% +2.33%
Number of hourly rates quoted 154 355 207
10th Percentile £13.83 £11.03 £10.63
25th Percentile £18.20 £12.45 £15.25
Median hourly rate £28.75 £17.50 £27.70
Median % change year-on-year +64.29% -36.82% +49.73%
75th Percentile £55.76 £44.41 £45.05
90th Percentile £82.56 £53.90 £65.00
England median hourly rate £29.07 £36.00 £37.50
% change year-on-year -19.25% -4.00% +53.06%

Physical Data Model
Job Vacancy Trend in the North of England

Job postings citing Physical Data Model as a proportion of all IT jobs advertised in the North of England.

Job vacancy trend for Physical Data Model in the North of England

Physical Data Model
Contractor Daily Rate Trend in the North of England

3-month moving average daily rate quoted in jobs citing Physical Data Model in the North of England.

Daily rate trend for Physical Data Model in the North of England

Physical Data Model
Contract Job Locations in the North of England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Physical Data Model within the North of England 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
North West +9 2 £450 -26.53% 3
North East - 2 £456 -
Physical Data Model
England

Physical Data Model
Co-occurring Skills and Capabilities in the North of England 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 1 (25.00%) Apache Airflow
Cloud Services
1 2 (50.00%) AWS
2 1 (25.00%) Azure
2 1 (25.00%) dbt
2 1 (25.00%) GCP
Database & Business Intelligence
1 2 (50.00%) Metadata
1 2 (50.00%) SQL Server
2 1 (25.00%) Amazon Redshift
2 1 (25.00%) Big Data
2 1 (25.00%) Data Warehouse
2 1 (25.00%) Metadata Repository
2 1 (25.00%) NoSQL
2 1 (25.00%) PostgreSQL
2 1 (25.00%) Snowflake Schema
2 1 (25.00%) Star Schema
Development Applications
1 1 (25.00%) ERwin
1 1 (25.00%) Git
General
1 3 (75.00%) Public Sector
2 1 (25.00%) Legal
Job Titles
1 2 (50.00%) Architect
1 2 (50.00%) Data Architect
2 1 (25.00%) Data Engineer
2 1 (25.00%) Data Modeller
Miscellaneous
1 1 (25.00%) Data Structures
Processes & Methodologies
1 4 (100.00%) Data Modelling
1 4 (100.00%) Logical Data Model
2 2 (50.00%) Conceptual Models
2 2 (50.00%) Data Flow Diagram
3 1 (25.00%) Agile
3 1 (25.00%) Analytics
3 1 (25.00%) Business Analysis
3 1 (25.00%) Data Architecture
3 1 (25.00%) Data Engineering
3 1 (25.00%) Data Governance
3 1 (25.00%) Data Lineage
3 1 (25.00%) Data Pipeline
3 1 (25.00%) ERD
3 1 (25.00%) ETL
3 1 (25.00%) Metadata Management
3 1 (25.00%) Translating Business Requirements
3 1 (25.00%) UML
Programming Languages
1 2 (50.00%) SQL
2 1 (25.00%) Python
Quality Assurance & Compliance
1 1 (25.00%) GDPR
System Software
1 1 (25.00%) Docker
Vendors
1 1 (25.00%) Databricks
1 1 (25.00%) IBM
1 1 (25.00%) Oracle