Physical Data Model Contracts in London

Physical Data Model
England > London

The table below provides summary statistics for contract job vacancies advertised in London 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 25 June 2025, comparing them to the same period in the previous two years.

6 months to
25 Jun 2025
Same period 2024 Same period 2023
Rank 306 325 424
Rank change year-on-year +19 +99 +40
Contract jobs citing Physical Data Model 44 69 47
As % of all contract jobs advertised in London 0.35% 0.39% 0.19%
As % of the Processes & Methodologies category 0.38% 0.44% 0.21%
Number of daily rates quoted 32 59 32
10th Percentile £460 £428 £441
25th Percentile £505 £463 £588
Median daily rate (50th Percentile) £588 £600 £650
Median % change year-on-year -2.08% -7.69% -7.14%
75th Percentile £638 £653 £763
90th Percentile £731 £850 £866
England median daily rate £545 £575 £650
% change year-on-year -5.22% -11.54% -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 11,665 15,594 22,805
As % of all contract IT jobs advertised in London 92.36% 88.40% 90.82%
Number of daily rates quoted 7,821 11,134 16,508
10th Percentile £338 £343 £375
25th Percentile £425 £450 £470
Median daily rate (50th Percentile) £550 £550 £588
Median % change year-on-year - -6.38% +2.17%
75th Percentile £675 £675 £700
90th Percentile £800 £800 £800
England median daily rate £515 £525 £550
% change year-on-year -1.90% -4.55% -
Number of hourly rates quoted 211 309 262
10th Percentile £16.50 £15.50 £18.51
25th Percentile £24.66 £20.00 £22.50
Median hourly rate £32.50 £28.50 £39.92
Median % change year-on-year +14.04% -28.60% +9.49%
75th Percentile £50.25 £48.75 £64.50
90th Percentile £63.75 £68.15 £82.50
England median hourly rate £25.50 £37.50 £35.03
% change year-on-year -32.00% +7.05% +36.41%

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
Contractor Daily Rate Trend in London

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

Daily rate trend for Physical Data Model in London

Physical Data Model
Daily Rate Histogram in London

Daily rate distribution for jobs citing Physical Data Model in London over the 6 months to 25 June 2025.

Daily rate histogram for Physical Data Model in London

Physical Data Model
Contractor Hourly Rate Trend in London

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

Hourly rate trend for Physical Data Model in London

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 25 June 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 +6 4 £600 +9.09% 8
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 (9.09%) Apache
2 3 (6.82%) Apache Spark
2 3 (6.82%) Confluence
3 2 (4.55%) Apache Airflow
Applications
1 1 (2.27%) Microsoft Excel
1 1 (2.27%) MS Visio
Business Applications
1 1 (2.27%) SAP MDG
1 1 (2.27%) Sparx Enterprise Architect
Cloud Services
1 17 (38.64%) Azure
2 14 (31.82%) AWS
3 12 (27.27%) dbt
3 12 (27.27%) GCP
4 11 (25.00%) Snowflake
5 4 (9.09%) Azure DevOps
6 2 (4.55%) Collibra
6 2 (4.55%) Power Platform
7 1 (2.27%) Cloud Computing
7 1 (2.27%) Google Compute Engine
7 1 (2.27%) Google Kubernetes Engine
7 1 (2.27%) IaaS
7 1 (2.27%) PaaS
7 1 (2.27%) SaaS
Database & Business Intelligence
1 21 (47.73%) Data Warehouse
2 10 (22.73%) Data Lake
2 10 (22.73%) Metadata
3 8 (18.18%) Data Vault
4 7 (15.91%) BigQuery
4 7 (15.91%) Star Schema
5 6 (13.64%) Relational Database
5 6 (13.64%) Snowflake Schema
6 5 (11.36%) NoSQL
7 3 (6.82%) Amazon Redshift
7 3 (6.82%) Big Data
7 3 (6.82%) Delta Lake
7 3 (6.82%) Looker
7 3 (6.82%) SQL Server Integration Services
8 2 (4.55%) Oracle Database
8 2 (4.55%) Power BI
8 2 (4.55%) Tableau
8 2 (4.55%) TKPROF
9 1 (2.27%) Apache Hive
9 1 (2.27%) RDBMS
Development Applications
1 12 (27.27%) ERwin
2 9 (20.45%) ER Studio
3 4 (9.09%) JIRA
4 2 (4.55%) PowerDesigner
General
1 15 (34.09%) Social Skills
2 12 (27.27%) Finance
3 9 (20.45%) Retail
4 4 (9.09%) Influencing Skills
5 3 (6.82%) Banking
5 3 (6.82%) Public Sector
6 2 (4.55%) Analytical Skills
6 2 (4.55%) Documentation Skills
6 2 (4.55%) Investment Banking
6 2 (4.55%) Manufacturing
6 2 (4.55%) Retail Banking
7 1 (2.27%) Pharmaceutical
7 1 (2.27%) Presentation Skills
Job Titles
1 17 (38.64%) Data Modeller
2 16 (36.36%) Architect
3 14 (31.82%) Data Architect
4 7 (15.91%) Senior
5 4 (9.09%) Developer
6 3 (6.82%) Analyst
6 3 (6.82%) Data Analyst
6 3 (6.82%) GCP Architect
6 3 (6.82%) GCP Data Architect
7 2 (4.55%) Data Engineer
7 2 (4.55%) Lead
7 2 (4.55%) Oracle Developer
7 2 (4.55%) Senior Architect
7 2 (4.55%) Senior Data Architect
7 2 (4.55%) Senior Data Modeller
7 2 (4.55%) Senior Developer
7 2 (4.55%) Snowflake Developer
7 2 (4.55%) Solutions Architect
8 1 (2.27%) AWS Engineer
8 1 (2.27%) Data Business Analyst
Libraries, Frameworks & Software Standards
1 3 (6.82%) Jinja
1 3 (6.82%) Kafka
2 2 (4.55%) GraphQL
2 2 (4.55%) Node.js
2 2 (4.55%) React
3 1 (2.27%) FHIR
Miscellaneous
1 6 (13.64%) Data Structures
2 5 (11.36%) Product Ownership
3 3 (6.82%) Legacy Systems
4 2 (4.55%) Algorithms
5 1 (2.27%) Cloud Native
5 1 (2.27%) Legacy Applications
5 1 (2.27%) Taxonomies
Operating Systems
1 1 (2.27%) Unix
Processes & Methodologies
1 44 (100.00%) Data Modelling
2 34 (77.27%) Logical Data Model
3 18 (40.91%) Data Architecture
4 13 (29.55%) Data Governance
5 12 (27.27%) Analytics
5 12 (27.27%) ETL
6 11 (25.00%) Agile
6 11 (25.00%) Data Integration
6 11 (25.00%) Data Pipeline
7 9 (20.45%) Metadata Management
8 8 (18.18%) Translating Business Requirements
9 7 (15.91%) Data Strategy
10 6 (13.64%) Data Design
10 6 (13.64%) Machine Learning
10 6 (13.64%) Migration
10 6 (13.64%) Regulatory Compliance
11 5 (11.36%) DevOps
11 5 (11.36%) Problem-Solving
12 4 (9.09%) Business Intelligence
12 4 (9.09%) Conceptual Models
Programming Languages
1 20 (45.45%) SQL
2 6 (13.64%) Python
3 3 (6.82%) Shell Script
4 1 (2.27%) Bash
4 1 (2.27%) Data Analysis Expressions
Qualifications
1 2 (4.55%) Degree
1 2 (4.55%) SnowPro
1 2 (4.55%) Tableau Certification
2 1 (2.27%) DV Cleared
2 1 (2.27%) Numerate Degree
2 1 (2.27%) Security Cleared
Quality Assurance & Compliance
1 10 (22.73%) Data Quality
2 3 (6.82%) Solvency II
3 1 (2.27%) Accessibility
3 1 (2.27%) California Consumer Privacy Act
3 1 (2.27%) GDPR
3 1 (2.27%) QA
Systems Management
1 3 (6.82%) Kubernetes
2 1 (2.27%) Terraform
Vendors
1 5 (11.36%) Databricks
1 5 (11.36%) Google
2 4 (9.09%) SAP
2 4 (9.09%) Sparx
3 3 (6.82%) Duck Creek
3 3 (6.82%) Guidewire
4 2 (4.55%) Oracle
5 1 (2.27%) Alteryx
5 1 (2.27%) Ariba
5 1 (2.27%) Informatica
5 1 (2.27%) ServiceNow
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