Physical Data Model Contracts in England

Physical Data Model
UK > England

The table below provides summary statistics for contract job vacancies advertised in England 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 24 June 2024, comparing them to the same period in the previous two years.

6 months to
24 Jun 2024
Same period 2023 Same period 2022
Rank 465 563 589
Rank change year-on-year +98 +26 -78
Contract jobs citing Physical Data Model 85 73 198
As % of all contract jobs advertised in England 0.23% 0.16% 0.28%
As % of the Processes & Methodologies category 0.27% 0.17% 0.31%
Number of daily rates quoted 71 44 143
10th Percentile £413 £441 £513
25th Percentile £463 £500 £563
Median daily rate (50th Percentile) £575 £650 £675
Median % change year-on-year -11.54% -3.70% +22.73%
75th Percentile £644 £753 £750
90th Percentile £800 £788 £775
UK median daily rate £575 £650 £675
% change year-on-year -11.54% -3.70% +22.73%
Number of hourly rates quoted 1 0 0
10th Percentile - - -
25th Percentile £66.25 - -
Median hourly rate £67.50 - -
75th Percentile £68.75 - -
90th Percentile - - -
UK median hourly rate £67.50 - -

All Process and Methodology Skills
England

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 England.

Contract vacancies with a requirement for process or methodology skills 32,030 42,283 63,775
As % of all contract IT jobs advertised in England 85.40% 89.90% 90.87%
Number of daily rates quoted 20,779 29,697 45,496
10th Percentile £300 £325 £338
25th Percentile £413 £440 £435
Median daily rate (50th Percentile) £525 £550 £550
Median % change year-on-year -4.55% - +10.00%
75th Percentile £650 £675 £650
90th Percentile £750 £775 £750
UK median daily rate £525 £550 £538
% change year-on-year -4.55% +2.33% +7.50%
Number of hourly rates quoted 2,363 1,526 1,693
10th Percentile £12.79 £10.69 £12.50
25th Percentile £16.01 £15.75 £15.63
Median hourly rate £37.50 £36.00 £25.68
Median % change year-on-year +4.17% +40.19% +14.13%
75th Percentile £61.30 £64.59 £50.00
90th Percentile £72.50 £75.71 £65.00
UK median hourly rate £37.00 £35.65 £26.00
% change year-on-year +3.79% +37.12% +13.04%

Physical Data Model
Job Vacancy Trend in England

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

Job vacancy trend for Physical Data Model in England

Physical Data Model
Contractor Daily Rate Trend in England

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

Daily rate trend for Physical Data Model in England

Physical Data Model
Daily Rate Histogram in England

Daily rate distribution for jobs citing Physical Data Model in England over the 6 months to 24 June 2024.

Daily rate histogram for Physical Data Model in England

Physical Data Model
Contractor Hourly Rate Trend in England

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

Hourly rate trend for Physical Data Model in England

Physical Data Model
Contract Job Locations in England

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 England region over the 6 months to 24 June 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
London +103 68 £600 -7.69% 13
North West +21 7 £523 +16.11% 1
North of England +19 7 £523 +12.37% 2
South East +8 4 £425 -17.07% 1
South West 0 3 £488 -34.78%
Midlands +16 1 £425 -24.44% 1
East of England +3 1 £575 +27.78% 2
East Midlands - 1 £425 -
Physical Data Model
UK

Physical Data Model
Co-occurring Skills and Capabilities in England 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 5 (5.88%) Apache Spark
2 4 (4.71%) Apache Airflow
3 3 (3.53%) Apache
4 2 (2.35%) SAS
Applications
1 2 (2.35%) MS Visio
2 1 (1.18%) Microsoft Excel
Business Applications
1 3 (3.53%) SAP S/4HANA
Cloud Services
1 20 (23.53%) Azure
2 8 (9.41%) Power Platform
3 6 (7.06%) dbt
4 5 (5.88%) Azure Data Factory
4 5 (5.88%) Azure Synapse Analytics
5 4 (4.71%) Azure Cosmos DB
6 3 (3.53%) Snowflake
7 2 (2.35%) AWS
7 2 (2.35%) WhatsApp
8 1 (1.18%) GCP
8 1 (1.18%) GitHub
8 1 (1.18%) GitHub Actions
Database & Business Intelligence
1 21 (24.71%) Data Warehouse
2 16 (18.82%) Big Data
3 14 (16.47%) Data Lake
4 13 (15.29%) Relational Database
4 13 (15.29%) SQL Server
5 12 (14.12%) RDBMS
6 11 (12.94%) NoSQL
7 10 (11.76%) Metadata
8 8 (9.41%) Power BI
9 7 (8.24%) PostgreSQL
9 7 (8.24%) Star Schema
10 4 (4.71%) Apache Cassandra
10 4 (4.71%) Data Vault
10 4 (4.71%) MySQL
11 3 (3.53%) Airbyte
11 3 (3.53%) Flink
11 3 (3.53%) Hadoop
11 3 (3.53%) HBase
11 3 (3.53%) Parquet
11 3 (3.53%) Tableau
Development Applications
1 9 (10.59%) ERwin
2 3 (3.53%) JIRA
General
1 31 (36.47%) Finance
2 25 (29.41%) Social Skills
3 11 (12.94%) Analytical Skills
4 8 (9.41%) Marketing
4 8 (9.41%) Public Sector
5 6 (7.06%) Retail
6 5 (5.88%) Presentation Skills
7 4 (4.71%) Pharmaceutical
7 4 (4.71%) Publishing
8 3 (3.53%) Electronics
8 3 (3.53%) Manufacturing
8 3 (3.53%) Telecoms
9 2 (2.35%) Banking
10 1 (1.18%) Inclusion and Diversity
Job Titles
1 32 (37.65%) Data Modeller
2 28 (32.94%) Architect
2 28 (32.94%) Data Architect
3 13 (15.29%) Developer
4 12 (14.12%) Senior
4 12 (14.12%) SQL Developer
5 8 (9.41%) Data Engineer
5 8 (9.41%) Senior Architect
5 8 (9.41%) Senior Data Architect
6 7 (8.24%) Data Analytics Architect
7 5 (5.88%) Analyst
7 5 (5.88%) Data Analyst
8 4 (4.71%) Azure Architect
8 4 (4.71%) Azure Data Architect
9 3 (3.53%) Enterprise Architect
9 3 (3.53%) Enterprise Data Architect
9 3 (3.53%) Senior Data Engineer
10 2 (2.35%) Lead
10 2 (2.35%) Platform Architect
11 1 (1.18%) Python Data Engineer
Libraries, Frameworks & Software Standards
1 8 (9.41%) JSON
1 8 (9.41%) JSON Schema
2 4 (4.71%) PySpark
3 3 (3.53%) Apache Avro
3 3 (3.53%) Kafka
3 3 (3.53%) Snowpark
3 3 (3.53%) XML
3 3 (3.53%) YAML
4 1 (1.18%) .NET
4 1 (1.18%) Middleware
Miscellaneous
1 10 (11.76%) Data Structures
2 8 (9.41%) Data Protection Act
2 8 (9.41%) Management Information System
3 6 (7.06%) Data Centre
4 5 (5.88%) Onboarding
5 4 (4.71%) Freedom of Information
5 4 (4.71%) Freedom of Information Act
5 4 (4.71%) Wiki
6 3 (3.53%) Legacy Systems
6 3 (3.53%) Product Ownership
6 3 (3.53%) Virtual Team
7 2 (2.35%) Distributed Computing
7 2 (2.35%) Reference Data
7 2 (2.35%) Team-Oriented Environment
8 1 (1.18%) FMCG
Operating Systems
1 7 (8.24%) Unix
Processes & Methodologies
1 85 (100.00%) Data Modelling
2 55 (64.71%) Logical Data Model
3 24 (28.24%) Business Intelligence
4 23 (27.06%) Data Architecture
5 22 (25.88%) Data Strategy
5 22 (25.88%) ETL
6 21 (24.71%) Analytics
6 21 (24.71%) Data Governance
7 16 (18.82%) Data Mapping
8 15 (17.65%) Problem-Solving
9 14 (16.47%) Data Lineage
10 13 (15.29%) Master Data Management
10 13 (15.29%) Stakeholder Management
11 12 (14.12%) Conceptual Models
12 11 (12.94%) Agile
13 10 (11.76%) Visualisation
14 9 (10.59%) Data Design
14 9 (10.59%) Data Flow Diagram
14 9 (10.59%) Migration
15 8 (9.41%) Kimball Methodology
Programming Languages
1 47 (55.29%) SQL
2 12 (14.12%) Python
3 9 (10.59%) Perl
4 7 (8.24%) PL/SQL
5 3 (3.53%) Java
5 3 (3.53%) Scala
6 1 (1.18%) T-SQL
Qualifications
1 11 (12.94%) Degree
2 6 (7.06%) BPSS Clearance
3 3 (3.53%) Master's Degree
4 2 (2.35%) SC Cleared
4 2 (2.35%) Security Cleared
5 1 (1.18%) Computer Science Degree
5 1 (1.18%) DV Cleared
Quality Assurance & Compliance
1 33 (38.82%) Data Quality
2 11 (12.94%) GDPR
3 3 (3.53%) QA
4 2 (2.35%) ISO/IEC 27001
4 2 (2.35%) Sarbanes-Oxley
Vendors
1 20 (23.53%) Sparx
2 18 (21.18%) Microsoft
3 12 (14.12%) Databricks
4 6 (7.06%) SAP
5 4 (4.71%) Oracle
6 1 (1.18%) Virgin Media