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 4 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
4 May 2024
Same period 2023 Same period 2022
Rank 319 437 436
Rank change year-on-year +118 -1 -72
Contract jobs citing Physical Data Model 71 54 168
As % of all contract jobs advertised in London 0.40% 0.20% 0.43%
As % of the Processes & Methodologies category 0.45% 0.22% 0.47%
Number of daily rates quoted 57 37 122
10th Percentile £458 £460 £451
25th Percentile £500 £613 £550
Median daily rate (50th Percentile) £600 £700 £675
Median % change year-on-year -14.29% +3.70% +17.39%
75th Percentile £700 £763 £738
90th Percentile £820 £860 £763
England median daily rate £600 £650 £675
% change year-on-year -7.69% -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 15,688 24,387 35,946
As % of all contract IT jobs advertised in London 88.66% 91.02% 92.27%
Number of daily rates quoted 11,246 17,526 26,214
10th Percentile £338 £375 £389
25th Percentile £450 £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 £538
% change year-on-year -4.55% +2.33% +8.59%
Number of hourly rates quoted 322 276 425
10th Percentile £16.00 £18.56 £17.20
25th Percentile £20.00 £22.50 £23.91
Median hourly rate £28.50 £39.00 £36.41
Median % change year-on-year -26.92% +7.11% +10.84%
75th Percentile £47.34 £64.06 £50.75
90th Percentile £65.68 £80.00 £68.50
England median hourly rate £36.33 £37.15 £24.35
% change year-on-year -2.21% +52.57% +3.62%

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 4 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 4 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 5 £600 -31.43% 1
East London - 2 £625 - 2
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 (4.23%) Apache Airflow
2 2 (2.82%) Apache
2 2 (2.82%) Apache Spark
2 2 (2.82%) SAS
Business Applications
1 2 (2.82%) SAP S/4HANA
Cloud Services
1 19 (26.76%) Azure
2 6 (8.45%) Power Platform
3 5 (7.04%) Azure Synapse Analytics
4 4 (5.63%) AWS
4 4 (5.63%) Azure Cosmos DB
4 4 (5.63%) Azure Data Factory
5 3 (4.23%) dbt
6 2 (2.82%) WhatsApp
7 1 (1.41%) Snowflake
Database & Business Intelligence
1 13 (18.31%) Big Data
2 12 (16.90%) Data Warehouse
2 12 (16.90%) SQL Server
3 11 (15.49%) Metadata
4 10 (14.08%) Relational Database
5 9 (12.68%) RDBMS
6 8 (11.27%) NoSQL
7 7 (9.86%) PostgreSQL
7 7 (9.86%) Star Schema
8 6 (8.45%) Data Lake
8 6 (8.45%) Power BI
9 3 (4.23%) Airbyte
9 3 (4.23%) Flink
9 3 (4.23%) Parquet
10 2 (2.82%) Data Vault
10 2 (2.82%) Delta Lake
10 2 (2.82%) SAS EBI
10 2 (2.82%) Tableau
11 1 (1.41%) Apache Cassandra
11 1 (1.41%) MongoDB
Development Applications
1 12 (16.90%) ERwin
2 2 (2.82%) JIRA
General
1 30 (42.25%) Finance
2 16 (22.54%) Social Skills
3 13 (18.31%) Public Sector
4 11 (15.49%) Marketing
5 10 (14.08%) Retail
6 7 (9.86%) Electronics
6 7 (9.86%) Manufacturing
6 7 (9.86%) Telecoms
7 5 (7.04%) Analytical Skills
7 5 (7.04%) Presentation Skills
8 4 (5.63%) Publishing
9 2 (2.82%) Pharmaceutical
10 1 (1.41%) Banking
10 1 (1.41%) Inclusion and Diversity
Job Titles
1 32 (45.07%) Architect
1 32 (45.07%) Data Architect
2 20 (28.17%) Data Modeller
3 13 (18.31%) Developer
4 12 (16.90%) SQL Developer
5 8 (11.27%) Senior
5 8 (11.27%) Senior Architect
5 8 (11.27%) Senior Data Architect
6 7 (9.86%) Data Analytics Architect
6 7 (9.86%) Enterprise Architect
6 7 (9.86%) Enterprise Data Architect
7 6 (8.45%) Data Engineer
8 4 (5.63%) Azure Architect
8 4 (5.63%) Azure Data Architect
8 4 (5.63%) Lead
9 2 (2.82%) Lead Data Engineer
9 2 (2.82%) Platform Architect
10 1 (1.41%) Data Analyst
10 1 (1.41%) Designer
10 1 (1.41%) Domain Architect
Libraries, Frameworks & Software Standards
1 8 (11.27%) JSON
1 8 (11.27%) JSON Schema
2 4 (5.63%) PySpark
3 3 (4.23%) Apache Avro
3 3 (4.23%) XML
3 3 (4.23%) YAML
4 1 (1.41%) Middleware
Miscellaneous
1 12 (16.90%) Data Protection Act
2 10 (14.08%) Data Structures
3 8 (11.27%) Management Information System
3 8 (11.27%) Wiki
4 4 (5.63%) Freedom of Information
4 4 (5.63%) Freedom of Information Act
4 4 (5.63%) Onboarding
5 3 (4.23%) Product Ownership
5 3 (4.23%) Virtual Team
6 2 (2.82%) Distributed Computing
6 2 (2.82%) Legacy Systems
6 2 (2.82%) Reference Data
7 1 (1.41%) Data Centre
Operating Systems
1 7 (9.86%) Unix
Processes & Methodologies
1 71 (100.00%) Data Modelling
2 44 (61.97%) Logical Data Model
3 26 (36.62%) Business Intelligence
4 24 (33.80%) Data Architecture
5 22 (30.99%) Data Strategy
6 18 (25.35%) Data Governance
6 18 (25.35%) ETL
7 17 (23.94%) Analytics
7 17 (23.94%) Master Data Management
8 13 (18.31%) Data Flow Diagram
9 12 (16.90%) Data Lineage
9 12 (16.90%) Data Protection
10 11 (15.49%) Agile
11 10 (14.08%) Data Management
11 10 (14.08%) Data Mapping
12 9 (12.68%) Stakeholder Management
13 8 (11.27%) Continuous Improvement
13 8 (11.27%) Domain Models
13 8 (11.27%) Migration
13 8 (11.27%) Visualisation
Programming Languages
1 36 (50.70%) SQL
2 7 (9.86%) Perl
2 7 (9.86%) Python
3 6 (8.45%) PL/SQL
4 3 (4.23%) Java
Qualifications
1 6 (8.45%) BPSS Clearance
1 6 (8.45%) Degree
2 3 (4.23%) SC Cleared
2 3 (4.23%) Security Cleared
3 1 (1.41%) Computer Science Degree
3 1 (1.41%) Master's Degree
Quality Assurance & Compliance
1 25 (35.21%) Data Quality
2 13 (18.31%) GDPR
3 1 (1.41%) QA
Vendors
1 21 (29.58%) Sparx
2 14 (19.72%) Microsoft
3 10 (14.08%) Databricks
4 9 (12.68%) SAP
5 4 (5.63%) Oracle
6 1 (1.41%) Virgin Media