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 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 305 320 441
Rank change year-on-year +15 +121 -8
Contract jobs citing Physical Data Model 48 71 52
As % of all contract jobs advertised in London 0.38% 0.40% 0.19%
As % of the Processes & Methodologies category 0.42% 0.45% 0.21%
Number of daily rates quoted 36 57 36
10th Percentile £380 £458 £456
25th Percentile £491 £500 £631
Median daily rate (50th Percentile) £550 £600 £700
Median % change year-on-year -8.33% -14.29% +3.70%
75th Percentile £638 £700 £766
90th Percentile £706 £820 £863
England median daily rate £500 £600 £650
% change year-on-year -16.67% -7.69% -1.70%

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 11,564 15,790 24,631
As % of all contract IT jobs advertised in London 92.16% 88.55% 91.11%
Number of daily rates quoted 7,847 11,316 17,711
10th Percentile £350 £338 £375
25th Percentile £440 £450 £475
Median daily rate (50th Percentile) £550 £550 £590
Median % change year-on-year - -6.78% +2.61%
75th Percentile £688 £675 £700
90th Percentile £813 £800 £800
England median daily rate £525 £525 £550
% change year-on-year - -4.55% +2.33%
Number of hourly rates quoted 166 324 278
10th Percentile £16.17 £16.00 £18.59
25th Percentile £22.68 £20.00 £22.53
Median hourly rate £31.67 £29.50 £38.13
Median % change year-on-year +7.36% -22.62% +5.90%
75th Percentile £50.75 £47.56 £62.64
90th Percentile £63.75 £65.93 £76.78
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 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 1 May 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 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
Central London +2 3 £550 -8.33%
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 3 (6.25%) Apache Airflow
2 1 (2.08%) Apache
Applications
1 2 (4.17%) Microsoft Excel
2 1 (2.08%) MS Visio
Business Applications
1 3 (6.25%) Sparx Enterprise Architect
Cloud Services
1 14 (29.17%) dbt
2 13 (27.08%) Azure
3 12 (25.00%) AWS
4 7 (14.58%) Snowflake
5 4 (8.33%) Power Platform
6 3 (6.25%) GCP
7 2 (4.17%) Collibra
7 2 (4.17%) GitHub
7 2 (4.17%) GitHub Actions
8 1 (2.08%) Amazon S3
8 1 (2.08%) SaaS
8 1 (2.08%) SuccessFactors
Database & Business Intelligence
1 16 (33.33%) Data Warehouse
2 7 (14.58%) Data Lake
2 7 (14.58%) Relational Database
3 6 (12.50%) Data Vault
3 6 (12.50%) Metadata
4 5 (10.42%) Snowflake Schema
4 5 (10.42%) Star Schema
4 5 (10.42%) Tableau
5 4 (8.33%) Power BI
6 3 (6.25%) Big Data
6 3 (6.25%) NoSQL
7 2 (4.17%) Looker
7 2 (4.17%) OLTP
7 2 (4.17%) Oracle Database
7 2 (4.17%) PostgreSQL
7 2 (4.17%) Power Query
7 2 (4.17%) RDBMS
7 2 (4.17%) TKPROF
8 1 (2.08%) Data Mart
8 1 (2.08%) Metadata Repository
Development Applications
1 8 (16.67%) ERwin
2 3 (6.25%) ER Studio
3 1 (2.08%) Git
3 1 (2.08%) JIRA
3 1 (2.08%) Liquibase
3 1 (2.08%) PowerDesigner
General
1 11 (22.92%) Finance
1 11 (22.92%) Social Skills
2 8 (16.67%) Retail
3 6 (12.50%) Public Sector
4 5 (10.42%) Banking
5 4 (8.33%) Analytical Skills
6 3 (6.25%) Influencing Skills
6 3 (6.25%) Manufacturing
7 2 (4.17%) Investment Banking
7 2 (4.17%) Retail Banking
8 1 (2.08%) Back Office
8 1 (2.08%) Front Office
8 1 (2.08%) Inclusion and Diversity
8 1 (2.08%) Presentation Skills
Job Titles
1 14 (29.17%) Architect
2 12 (25.00%) Data Architect
2 12 (25.00%) Data Modeller
3 9 (18.75%) Senior
4 4 (8.33%) Developer
5 3 (6.25%) Data Engineer
5 3 (6.25%) Lead
6 2 (4.17%) Analyst
6 2 (4.17%) Oracle Developer
6 2 (4.17%) Senior Developer
6 2 (4.17%) Snowflake Developer
6 2 (4.17%) Solutions Architect
7 1 (2.08%) Business Analyst
7 1 (2.08%) Consultant
7 1 (2.08%) Credit Analyst
7 1 (2.08%) Data Consultant
7 1 (2.08%) Data Manager
7 1 (2.08%) Enterprise Architect
7 1 (2.08%) Information Architect
7 1 (2.08%) Management Consultant
Libraries, Frameworks & Software Standards
1 7 (14.58%) Jinja
2 2 (4.17%) GraphQL
2 2 (4.17%) Node.js
2 2 (4.17%) React
3 1 (2.08%) FHIR
Miscellaneous
1 4 (8.33%) Product Ownership
1 4 (8.33%) Reference Data
2 2 (4.17%) FMCG
2 2 (4.17%) Legacy Systems
3 1 (2.08%) Algorithms
3 1 (2.08%) Cloud Native
3 1 (2.08%) Data Centre
3 1 (2.08%) Data Structures
3 1 (2.08%) Foreign Exchange (FX)
3 1 (2.08%) Taxonomies
Operating Systems
1 1 (2.08%) Linux
Processes & Methodologies
1 48 (100.00%) Data Modelling
2 37 (77.08%) Logical Data Model
3 16 (33.33%) Analytics
4 13 (27.08%) Data Architecture
5 12 (25.00%) ETL
6 10 (20.83%) Data Integration
7 9 (18.75%) Machine Learning
8 7 (14.58%) Data Pipeline
8 7 (14.58%) Data Strategy
8 7 (14.58%) Problem-Solving
9 6 (12.50%) Conceptual Models
9 6 (12.50%) Data Governance
9 6 (12.50%) Visualisation
10 5 (10.42%) Artificial Intelligence
10 5 (10.42%) Business Intelligence
10 5 (10.42%) Data Design
10 5 (10.42%) Metadata Management
10 5 (10.42%) Translating Business Requirements
11 3 (6.25%) CI/CD
11 3 (6.25%) Data Flow Diagram
Programming Languages
1 19 (39.58%) SQL
2 6 (12.50%) Python
3 2 (4.17%) Data Analysis Expressions
Qualifications
1 5 (10.42%) Degree
2 3 (6.25%) Security Cleared
3 2 (4.17%) Numerate Degree
3 2 (4.17%) SC Cleared
3 2 (4.17%) SnowPro
3 2 (4.17%) Tableau Certification
4 1 (2.08%) AWS Certification
4 1 (2.08%) DV Cleared
4 1 (2.08%) Master's Degree
Quality Assurance & Compliance
1 9 (18.75%) Data Quality
2 2 (4.17%) GDPR
2 2 (4.17%) ISO 20022
3 1 (2.08%) California Consumer Privacy Act
3 1 (2.08%) HIPAA
Systems Management
1 2 (4.17%) Kubernetes
Vendors
1 7 (14.58%) Databricks
2 6 (12.50%) Sparx
3 5 (10.42%) SAP
4 4 (8.33%) Oracle
5 3 (6.25%) Microsoft
6 2 (4.17%) Alteryx
7 1 (2.08%) Ariba
7 1 (2.08%) Google
7 1 (2.08%) Workday