Physical Data Model Contracts in London

Physical Data Model
England > London

The following table provides summary statistics for contract job vacancies advertised in London with a requirement for Physical Data Model skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Physical Data Model over the 6 months to 31 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
31 May 2024
Same period 2023 Same period 2022
Rank 322 432 437
Rank change year-on-year +110 +5 -71
Contract jobs citing Physical Data Model 68 45 159
As % of all contract jobs advertised in London 0.39% 0.18% 0.41%
As % of the Processes & Methodologies category 0.44% 0.19% 0.45%
Number of daily rates quoted 57 32 119
10th Percentile £450 £441 £523
25th Percentile £463 £588 £588
Median daily rate (50th Percentile) £600 £650 £700
Median % change year-on-year -7.69% -7.14% +21.74%
75th Percentile £700 £763 £744
90th Percentile £850 £866 £775
England median daily rate £575 £650 £675
% change year-on-year -11.54% -3.70% +22.73%

All Process and Methodology Skills
London

Physical Data Model is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in London with a requirement for process or methodology skills.

Contract vacancies with a requirement for process or methodology skills 15,450 23,106 35,695
As % of all contract IT jobs advertised in London 88.36% 90.87% 92.20%
Number of daily rates quoted 11,083 16,714 26,163
10th Percentile £340 £375 £390
25th Percentile £449 £475 £475
Median daily rate (50th Percentile) £550 £590 £575
Median % change year-on-year -6.78% +2.61% +9.52%
75th Percentile £675 £700 £688
90th Percentile £800 £800 £775
England median daily rate £525 £550 £543
% change year-on-year -4.55% +1.38% +8.50%
Number of hourly rates quoted 320 262 405
10th Percentile £15.50 £18.00 £16.50
25th Percentile £20.00 £22.50 £23.91
Median hourly rate £28.00 £39.21 £35.08
Median % change year-on-year -28.59% +11.79% +7.35%
75th Percentile £48.75 £64.50 £50.00
90th Percentile £68.08 £82.50 £67.50
England median hourly rate £37.50 £37.50 £25.00
% change year-on-year - +50.00% +11.11%

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 31 May 2024.

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 31 May 2024. 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 +35 4 £625 -37.50% 1
East London - 2 £625 -
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 (4.41%) Apache Airflow
2 2 (2.94%) Apache
2 2 (2.94%) Apache Spark
2 2 (2.94%) SAS
Business Applications
1 3 (4.41%) SAP S/4HANA
Cloud Services
1 19 (27.94%) Azure
2 6 (8.82%) Power Platform
3 5 (7.35%) Azure Synapse Analytics
4 4 (5.88%) Azure Cosmos DB
4 4 (5.88%) Azure Data Factory
5 3 (4.41%) dbt
6 2 (2.94%) WhatsApp
7 1 (1.47%) AWS
7 1 (1.47%) Snowflake
Database & Business Intelligence
1 13 (19.12%) Data Warehouse
2 11 (16.18%) Relational Database
2 11 (16.18%) SQL Server
3 10 (14.71%) Big Data
3 10 (14.71%) RDBMS
4 8 (11.76%) Data Lake
4 8 (11.76%) Metadata
4 8 (11.76%) NoSQL
5 7 (10.29%) Star Schema
6 6 (8.82%) PostgreSQL
6 6 (8.82%) Power BI
7 3 (4.41%) Airbyte
7 3 (4.41%) Flink
7 3 (4.41%) Parquet
8 2 (2.94%) Data Vault
8 2 (2.94%) Delta Lake
8 2 (2.94%) SAS EBI
8 2 (2.94%) Tableau
9 1 (1.47%) Apache Cassandra
9 1 (1.47%) MongoDB
Development Applications
1 10 (14.71%) ERwin
2 2 (2.94%) JIRA
General
1 29 (42.65%) Finance
2 20 (29.41%) Social Skills
3 9 (13.24%) Public Sector
4 8 (11.76%) Marketing
5 7 (10.29%) Retail
6 6 (8.82%) Analytical Skills
7 5 (7.35%) Presentation Skills
8 4 (5.88%) Electronics
8 4 (5.88%) Manufacturing
8 4 (5.88%) Publishing
8 4 (5.88%) Telecoms
9 2 (2.94%) Pharmaceutical
10 1 (1.47%) Banking
10 1 (1.47%) Inclusion and Diversity
Job Titles
1 27 (39.71%) Architect
1 27 (39.71%) Data Architect
2 25 (36.76%) Data Modeller
3 12 (17.65%) Developer
4 11 (16.18%) SQL Developer
5 9 (13.24%) Senior
6 8 (11.76%) Senior Architect
6 8 (11.76%) Senior Data Architect
7 7 (10.29%) Data Analytics Architect
8 4 (5.88%) Azure Architect
8 4 (5.88%) Azure Data Architect
8 4 (5.88%) Enterprise Architect
8 4 (5.88%) Enterprise Data Architect
9 3 (4.41%) Data Engineer
10 2 (2.94%) Analyst
10 2 (2.94%) Data Analyst
10 2 (2.94%) Lead
10 2 (2.94%) Platform Architect
11 1 (1.47%) Data Designer
11 1 (1.47%) Senior Data Modeller
Libraries, Frameworks & Software Standards
1 8 (11.76%) JSON
1 8 (11.76%) JSON Schema
2 4 (5.88%) PySpark
3 3 (4.41%) Apache Avro
3 3 (4.41%) XML
3 3 (4.41%) YAML
4 1 (1.47%) Middleware
Miscellaneous
1 10 (14.71%) Data Structures
2 9 (13.24%) Data Protection Act
3 8 (11.76%) Management Information System
4 5 (7.35%) Wiki
5 4 (5.88%) Freedom of Information
5 4 (5.88%) Freedom of Information Act
5 4 (5.88%) Onboarding
6 3 (4.41%) Product Ownership
6 3 (4.41%) Virtual Team
7 2 (2.94%) Distributed Computing
7 2 (2.94%) Legacy Systems
7 2 (2.94%) Reference Data
8 1 (1.47%) Data Centre
8 1 (1.47%) FMCG
8 1 (1.47%) Team-Oriented Environment
Operating Systems
1 7 (10.29%) Unix
Processes & Methodologies
1 68 (100.00%) Data Modelling
2 42 (61.76%) Logical Data Model
3 23 (33.82%) Business Intelligence
4 20 (29.41%) Data Architecture
5 18 (26.47%) Data Strategy
6 17 (25.00%) Analytics
7 16 (23.53%) Data Governance
7 16 (23.53%) ETL
8 14 (20.59%) Master Data Management
9 13 (19.12%) Data Lineage
9 13 (19.12%) Data Mapping
10 11 (16.18%) Agile
11 10 (14.71%) Data Flow Diagram
11 10 (14.71%) Stakeholder Management
12 9 (13.24%) Data Protection
12 9 (13.24%) Problem-Solving
13 8 (11.76%) Migration
14 7 (10.29%) Data Management
14 7 (10.29%) Kimball Methodology
14 7 (10.29%) OO
Programming Languages
1 36 (52.94%) SQL
2 7 (10.29%) Perl
3 6 (8.82%) PL/SQL
4 4 (5.88%) Python
Qualifications
1 6 (8.82%) BPSS Clearance
1 6 (8.82%) Degree
2 2 (2.94%) SC Cleared
2 2 (2.94%) Security Cleared
3 1 (1.47%) Computer Science Degree
3 1 (1.47%) Master's Degree
Quality Assurance & Compliance
1 26 (38.24%) Data Quality
2 11 (16.18%) GDPR
3 1 (1.47%) ISO/IEC 27001
3 1 (1.47%) QA
3 1 (1.47%) Sarbanes-Oxley
Vendors
1 18 (26.47%) Sparx
2 14 (20.59%) Microsoft
3 11 (16.18%) Databricks
4 7 (10.29%) SAP
5 3 (4.41%) Oracle
6 1 (1.47%) Virgin Media