Physical Data Model Contract Job Trends in London

Physical Data Model
England > London

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

6 months to
3 Sep 2025
Same period 2024 Same period 2023
Rank 324 338 404
Rank change year-on-year +14 +66 +74
Contract jobs citing Physical Data Model 49 53 43
As % of all contract jobs advertised in London 0.37% 0.33% 0.19%
As % of the Processes & Methodologies category 0.40% 0.37% 0.21%
Number of daily rates quoted 33 44 31
10th Percentile £500 £463 £500
25th Percentile £513 £496 £609
Median daily rate (50th Percentile) £600 £575 £670
Median % change year-on-year +4.35% -14.18% -4.29%
75th Percentile £650 £641 £738
90th Percentile £810 £769 £788
England median daily rate £565 £525 £650
% change year-on-year +7.62% -19.23% -3.70%

All Process and Methodology Skills
London

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 London.

Contract vacancies with a requirement for process or methodology skills 12,259 14,325 20,494
As % of all contract IT jobs advertised in London 92.45% 88.97% 90.53%
Number of daily rates quoted 8,146 9,781 14,893
10th Percentile £325 £350 £363
25th Percentile £425 £450 £463
Median daily rate (50th Percentile) £538 £550 £575
Median % change year-on-year -2.27% -4.35% -0.43%
75th Percentile £675 £688 £700
90th Percentile £775 £800 £800
England median daily rate £510 £525 £550
% change year-on-year -2.86% -4.55% -
Number of hourly rates quoted 256 190 224
10th Percentile £17.00 £17.25 £18.00
25th Percentile £24.94 £22.00 £22.50
Median hourly rate £31.75 £35.75 £39.92
Median % change year-on-year -11.19% -10.43% +6.44%
75th Percentile £49.75 £54.69 £64.50
90th Percentile £63.75 £71.88 £77.50
England median hourly rate £25.15 £43.00 £42.35
% change year-on-year -41.51% +1.55% +46.02%

Physical Data Model
Job Vacancy Trend in London

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

Job vacancy trend for Physical Data Model in London

Physical Data Model
Daily Rate Trend in London

Contractor daily rate distribution trend for jobs in London citing Physical Data Model.

Contractor daily rate distribution trend for jobs in London citing Physical Data Model

Physical Data Model
Daily Rate Histogram in London

Daily rate distribution for jobs citing Physical Data Model in London over the 6 months to 3 September 2025.

Daily rate histogram for Physical Data Model in London

Physical Data Model
Hourly Rate Trend in London

Contractor hourly rate distribution trend for jobs in London citing Physical Data Model.

Contractor hourly rate distribution trend for jobs in London citing Physical Data Model

Physical Data Model
Contract Job Locations in London

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 London region over the 6 months to 3 September 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
Central London 0 3 £600 +2.13% 4
Physical Data Model
England

Physical Data Model
Co-occurring Skills and Capabilities in 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 (8.16%) Confluence
2 3 (6.12%) Apache
2 3 (6.12%) Apache Spark
3 2 (4.08%) Apache Airflow
Business Applications
1 5 (10.20%) Sparx Enterprise Architect
2 1 (2.04%) SAP MDG
Cloud Services
1 21 (42.86%) Azure
2 17 (34.69%) AWS
3 16 (32.65%) GCP
4 12 (24.49%) Snowflake
5 7 (14.29%) dbt
6 4 (8.16%) Azure DevOps
7 3 (6.12%) Azure Synapse Analytics
7 3 (6.12%) Collibra
8 2 (4.08%) Azure Data Factory
8 2 (4.08%) Power Platform
9 1 (2.04%) Azure AI
9 1 (2.04%) Azure Cosmos DB
9 1 (2.04%) Azure Machine Learning
9 1 (2.04%) Cloud Computing
9 1 (2.04%) Google Compute Engine
9 1 (2.04%) Google Kubernetes Engine
9 1 (2.04%) IaaS
9 1 (2.04%) PaaS
9 1 (2.04%) SaaS
Database & Business Intelligence
1 20 (40.82%) Data Vault
2 19 (38.78%) Data Warehouse
3 14 (28.57%) Metadata
4 9 (18.37%) Data Lake
5 8 (16.33%) BigQuery
6 7 (14.29%) NoSQL
6 7 (14.29%) Snowflake Schema
7 6 (12.24%) SQL Server Integration Services
8 5 (10.20%) Big Data
8 5 (10.20%) Relational Database
8 5 (10.20%) Star Schema
9 3 (6.12%) Amazon Redshift
9 3 (6.12%) DataStage
9 3 (6.12%) Delta Lake
9 3 (6.12%) Looker
9 3 (6.12%) RDBMS
10 2 (4.08%) Oracle Database
10 2 (4.08%) Power BI
10 2 (4.08%) SQL Server
10 2 (4.08%) Tableau
Development Applications
1 17 (34.69%) ERwin
2 15 (30.61%) ER Studio
3 9 (18.37%) JIRA
4 6 (12.24%) PowerDesigner
General
1 19 (38.78%) Social Skills
2 11 (22.45%) Finance
3 6 (12.24%) Retail
4 4 (8.16%) Banking
4 4 (8.16%) Influencing Skills
5 3 (6.12%) Documentation Skills
5 3 (6.12%) Local Government
6 2 (4.08%) Analytical Skills
6 2 (4.08%) Presentation Skills
7 1 (2.04%) Investment Banking
7 1 (2.04%) Manufacturing
7 1 (2.04%) Organisational Skills
7 1 (2.04%) Pharmaceutical
7 1 (2.04%) Public Sector
7 1 (2.04%) Retail Banking
Job Titles
1 27 (55.10%) Data Modeller
2 20 (40.82%) Architect
2 20 (40.82%) Data Architect
3 6 (12.24%) Analyst
4 5 (10.20%) Data Analyst
5 4 (8.16%) Senior
6 3 (6.12%) GCP Architect
6 3 (6.12%) GCP Data Architect
6 3 (6.12%) Senior Data Modeller
7 2 (4.08%) Business Analyst
7 2 (4.08%) Business Data Analyst
7 2 (4.08%) Developer
7 2 (4.08%) Senior Architect
7 2 (4.08%) Senior Data Architect
8 1 (2.04%) Business Architect
8 1 (2.04%) Oracle Developer
8 1 (2.04%) Senior Analyst
8 1 (2.04%) Senior Developer
8 1 (2.04%) Solutions Architect
8 1 (2.04%) Technical Analyst
Libraries, Frameworks & Software Standards
1 3 (6.12%) Kafka
2 2 (4.08%) PySpark
Miscellaneous
1 13 (26.53%) Data Structures
2 5 (10.20%) Product Ownership
3 4 (8.16%) Legacy Systems
4 3 (6.12%) Data Centre
4 3 (6.12%) Reinsurance
5 2 (4.08%) Algorithms
5 2 (4.08%) Legacy Applications
6 1 (2.04%) Cloud Native
6 1 (2.04%) Data Protection Act
6 1 (2.04%) Pricing Data
6 1 (2.04%) Taxonomies
Operating Systems
1 1 (2.04%) Unix
Processes & Methodologies
1 49 (100.00%) Data Modelling
2 37 (75.51%) Logical Data Model
3 25 (51.02%) Data Architecture
4 21 (42.86%) Data Governance
5 19 (38.78%) Agile
6 18 (36.73%) Analytics
7 12 (24.49%) Metadata Management
7 12 (24.49%) Translating Business Requirements
8 11 (22.45%) ETL
9 10 (20.41%) Data Lineage
10 9 (18.37%) Scrum
11 8 (16.33%) Data Transformation
11 8 (16.33%) Master Data Management
11 8 (16.33%) Problem-Solving
12 7 (14.29%) Data Integration
12 7 (14.29%) DevOps
12 7 (14.29%) Migration
12 7 (14.29%) Regulatory Compliance
13 6 (12.24%) Conceptual Models
13 6 (12.24%) Machine Learning
Programming Languages
1 23 (46.94%) SQL
2 9 (18.37%) Python
3 3 (6.12%) Shell Script
4 1 (2.04%) Bash
Qualifications
1 1 (2.04%) BPSS Clearance
1 1 (2.04%) SnowPro
1 1 (2.04%) Tableau Certification
Quality Assurance & Compliance
1 17 (34.69%) Data Quality
2 3 (6.12%) GDPR
2 3 (6.12%) Solvency II
3 1 (2.04%) Accessibility
3 1 (2.04%) California Consumer Privacy Act
3 1 (2.04%) IFRS
3 1 (2.04%) IFRS 9
3 1 (2.04%) ISO 20022
3 1 (2.04%) MiFID
3 1 (2.04%) QA
Systems Management
1 1 (2.04%) Kubernetes
1 1 (2.04%) Terraform
Vendors
1 6 (12.24%) Databricks
1 6 (12.24%) Sparx
2 5 (10.20%) Google
3 3 (6.12%) Duck Creek
3 3 (6.12%) Guidewire
3 3 (6.12%) Oracle
4 1 (2.04%) IBM
4 1 (2.04%) Informatica
4 1 (2.04%) Microsoft
4 1 (2.04%) SAP
4 1 (2.04%) ServiceNow