Physical Data Model Contracts in England

Physical Data Model
UK > England

The table below provides summary statistics for contract job vacancies advertised in 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 415 450 576
Rank change year-on-year +35 +126 -14
Contract jobs citing Physical Data Model 70 92 77
As % of all contract jobs advertised in England 0.29% 0.25% 0.15%
As % of the Processes & Methodologies category 0.32% 0.29% 0.17%
Number of daily rates quoted 56 71 50
10th Percentile £355 £431 £449
25th Percentile £450 £500 £503
Median daily rate (50th Percentile) £500 £600 £650
Median % change year-on-year -16.67% -7.69% -1.70%
75th Percentile £628 £694 £763
90th Percentile £681 £750 £850
UK median daily rate £500 £600 £650
% change year-on-year -16.67% -7.69% -
Number of hourly rates quoted 0 1 0
Median hourly rate - £67.50 -
UK median hourly rate - £67.50 -

All Process and Methodology Skills
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 England.

Contract vacancies with a requirement for process or methodology skills 22,202 32,193 45,529
As % of all contract IT jobs advertised in England 91.16% 86.56% 90.24%
Number of daily rates quoted 14,534 21,105 31,969
10th Percentile £310 £300 £325
25th Percentile £413 £413 £445
Median daily rate (50th Percentile) £525 £525 £550
Median % change year-on-year - -4.55% +2.33%
75th Percentile £638 £650 £675
90th Percentile £750 £750 £765
UK median daily rate £520 £525 £550
% change year-on-year -0.95% -4.55% +4.76%
Number of hourly rates quoted 921 2,246 1,592
10th Percentile £14.42 £12.92 £10.87
25th Percentile £18.20 £16.01 £16.25
Median hourly rate £29.07 £36.00 £37.50
Median % change year-on-year -19.25% -4.00% +53.06%
75th Percentile £63.75 £60.00 £65.00
90th Percentile £75.00 £72.50 £75.00
UK median hourly rate £29.00 £35.65 £37.30
% change year-on-year -18.65% -4.42% +49.20%

Physical Data Model
Job Vacancy Trend in England

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

Job vacancy trend for Physical Data Model in England

Physical Data Model
Contractor Daily Rate Trend in England

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

Daily rate trend for Physical Data Model in England

Physical Data Model
Daily Rate Histogram in England

Daily rate distribution for jobs citing Physical Data Model in England over the 6 months to 1 May 2025.

Daily rate histogram for Physical Data Model in England

Physical Data Model
Contractor Hourly Rate Trend in England

3-month moving average hourly rates quoted in jobs citing Physical Data Model in England.

Hourly rate trend for Physical Data Model in England

Physical Data Model
Contract Job Locations in 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 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
London +15 48 £550 -8.33% 29
South East +54 10 £478 -6.83% 8
South West +48 4 £450 -14.29% 3
North of England +13 4 £450 -26.53% 5
East of England +29 2 £500 -13.04%
Midlands +23 2 £458 +7.65% 1
North West +9 2 £450 -26.53% 3
North East - 2 £456 -
West Midlands - 2 £458 - 1
Physical Data Model
UK

Physical Data Model
Co-occurring Skills and Capabilities in 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 4 (5.71%) Apache Airflow
2 1 (1.43%) Apache
Applications
1 7 (10.00%) MS Visio
2 2 (2.86%) Microsoft Excel
Business Applications
1 6 (8.57%) Sparx Enterprise Architect
Cloud Services
1 17 (24.29%) AWS
1 17 (24.29%) Azure
2 15 (21.43%) dbt
3 9 (12.86%) Snowflake
4 8 (11.43%) Power Platform
5 4 (5.71%) GCP
5 4 (5.71%) SaaS
6 3 (4.29%) OCI
7 2 (2.86%) Collibra
7 2 (2.86%) GitHub
7 2 (2.86%) GitHub Actions
8 1 (1.43%) Amazon S3
8 1 (1.43%) Azure Synapse Analytics
8 1 (1.43%) SuccessFactors
Database & Business Intelligence
1 31 (44.29%) Data Warehouse
2 16 (22.86%) Metadata
3 15 (21.43%) Relational Database
4 13 (18.57%) Data Lake
5 11 (15.71%) Big Data
6 8 (11.43%) NoSQL
6 8 (11.43%) Power BI
7 7 (10.00%) Tableau
8 6 (8.57%) Data Vault
8 6 (8.57%) Snowflake Schema
8 6 (8.57%) Star Schema
9 5 (7.14%) RDBMS
10 3 (4.29%) Oracle BI Publisher
10 3 (4.29%) Oracle Reports
10 3 (4.29%) PostgreSQL
10 3 (4.29%) SQL Server
11 2 (2.86%) Looker
11 2 (2.86%) Metadata Repository
11 2 (2.86%) Oracle Database
11 2 (2.86%) TKPROF
Development Applications
1 22 (31.43%) ERwin
2 7 (10.00%) ER Studio
3 5 (7.14%) PowerDesigner
4 2 (2.86%) Git
5 1 (1.43%) JIRA
5 1 (1.43%) Liquibase
General
1 20 (28.57%) Social Skills
2 14 (20.00%) Finance
3 9 (12.86%) Public Sector
3 9 (12.86%) Retail
4 8 (11.43%) Analytical Skills
5 5 (7.14%) Banking
5 5 (7.14%) Influencing Skills
5 5 (7.14%) Presentation Skills
6 3 (4.29%) Manufacturing
7 2 (2.86%) Documentation Skills
7 2 (2.86%) Investment Banking
7 2 (2.86%) Organisational Skills
7 2 (2.86%) Pharmaceutical
7 2 (2.86%) Retail Banking
8 1 (1.43%) Back Office
8 1 (1.43%) Front Office
8 1 (1.43%) Inclusion and Diversity
8 1 (1.43%) Legal
Job Titles
1 25 (35.71%) Data Modeller
2 20 (28.57%) Architect
3 17 (24.29%) Data Architect
4 11 (15.71%) Senior
5 7 (10.00%) Developer
6 5 (7.14%) Oracle Developer
7 4 (5.71%) Analyst
7 4 (5.71%) Data Engineer
8 3 (4.29%) Lead
8 3 (4.29%) Solutions Architect
9 2 (2.86%) Data Analyst
9 2 (2.86%) Oracle Analyst
9 2 (2.86%) Principal Architect
9 2 (2.86%) Principal Data Architect
9 2 (2.86%) Senior Data Modeller
9 2 (2.86%) Senior Developer
9 2 (2.86%) Snowflake Developer
9 2 (2.86%) SQL Analyst
9 2 (2.86%) SQL Data Analyst
10 1 (1.43%) AWS Engineer
Libraries, Frameworks & Software Standards
1 7 (10.00%) Jinja
2 4 (5.71%) Oracle Fusion
3 3 (4.29%) XML
4 2 (2.86%) FHIR
4 2 (2.86%) GraphQL
4 2 (2.86%) Node.js
4 2 (2.86%) React
Miscellaneous
1 5 (7.14%) Product Ownership
2 4 (5.71%) Reference Data
3 3 (4.29%) Data Structures
3 3 (4.29%) Legacy Systems
4 2 (2.86%) Data Fabric
4 2 (2.86%) FMCG
5 1 (1.43%) Algorithms
5 1 (1.43%) Cloud Native
5 1 (1.43%) Data Centre
5 1 (1.43%) Enterprise Software
5 1 (1.43%) Foreign Exchange (FX)
5 1 (1.43%) Greenfield Project
5 1 (1.43%) Taxonomies
5 1 (1.43%) Virtual Team
Operating Systems
1 1 (1.43%) Linux
Processes & Methodologies
1 70 (100.00%) Data Modelling
2 55 (78.57%) Logical Data Model
3 25 (35.71%) Data Architecture
4 23 (32.86%) Analytics
5 20 (28.57%) ETL
6 18 (25.71%) Business Intelligence
7 13 (18.57%) Data Governance
8 12 (17.14%) Data Integration
9 11 (15.71%) Problem-Solving
10 10 (14.29%) Data Strategy
11 9 (12.86%) Machine Learning
11 9 (12.86%) Metadata Management
11 9 (12.86%) Migration
12 8 (11.43%) Conceptual Models
12 8 (11.43%) Data Pipeline
13 7 (10.00%) Computer Science
13 7 (10.00%) Data Science
13 7 (10.00%) Visualisation
14 6 (8.57%) Data Migration
14 6 (8.57%) Data Security
Programming Languages
1 34 (48.57%) SQL
2 9 (12.86%) Python
3 3 (4.29%) PL/SQL
4 2 (2.86%) Data Analysis Expressions
5 1 (1.43%) JavaScript
5 1 (1.43%) R
Qualifications
1 9 (12.86%) Degree
2 4 (5.71%) Computer Science Degree
2 4 (5.71%) Security Cleared
3 3 (4.29%) SC Cleared
4 2 (2.86%) Numerate Degree
4 2 (2.86%) SnowPro
4 2 (2.86%) Tableau Certification
5 1 (1.43%) AWS Certification
5 1 (1.43%) Azure Certification
5 1 (1.43%) DV Cleared
5 1 (1.43%) Master's Degree
5 1 (1.43%) Microsoft Certification
Quality Assurance & Compliance
1 13 (18.57%) Data Quality
2 3 (4.29%) GDPR
3 2 (2.86%) ISO 20022
4 1 (1.43%) California Consumer Privacy Act
4 1 (1.43%) HIPAA
System Software
1 1 (1.43%) Docker
Systems Management
1 2 (2.86%) Kubernetes
Vendors
1 12 (17.14%) Oracle
2 10 (14.29%) SAP
3 9 (12.86%) Databricks
3 9 (12.86%) Microsoft
3 9 (12.86%) Sparx
4 3 (4.29%) Workday
5 2 (2.86%) Alteryx
5 2 (2.86%) Google
5 2 (2.86%) IBM
6 1 (1.43%) Ariba