Physical Data Model Contracts in England

Physical Data Model
UK > England

The following table provides summary statistics for contract job vacancies advertised in England 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 457 566 575
Rank change year-on-year +109 +9 -78
Contract jobs citing Physical Data Model 86 72 207
As % of all contract jobs advertised in England 0.23% 0.15% 0.29%
As % of the Processes & Methodologies category 0.27% 0.17% 0.32%
Number of daily rates quoted 71 45 151
10th Percentile £413 £443 £475
25th Percentile £463 £500 £559
Median daily rate (50th Percentile) £575 £650 £675
Median % change year-on-year -11.54% -3.70% +22.73%
75th Percentile £653 £750 £744
90th Percentile £800 £788 £775
UK median daily rate £588 £650 £650
% change year-on-year -9.62% - +18.18%
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 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 England with a requirement for process or methodology skills.

Contract vacancies with a requirement for process or methodology skills 31,587 42,714 64,087
As % of all contract IT jobs advertised in England 85.77% 89.96% 90.85%
Number of daily rates quoted 20,623 29,972 45,670
10th Percentile £300 £325 £335
25th Percentile £413 £445 £431
Median daily rate (50th Percentile) £525 £550 £543
Median % change year-on-year -4.55% +1.38% +8.50%
75th Percentile £650 £675 £650
90th Percentile £750 £767 £750
UK median daily rate £525 £550 £538
% change year-on-year -4.55% +2.33% +7.50%
Number of hourly rates quoted 2,317 1,513 1,726
10th Percentile £12.85 £10.63 £12.50
25th Percentile £16.00 £15.50 £15.25
Median hourly rate £37.50 £37.50 £25.00
Median % change year-on-year - +50.00% +11.11%
75th Percentile £61.30 £65.00 £49.25
90th Percentile £72.50 £75.00 £65.00
UK median hourly rate £36.50 £36.54 £25.68
% change year-on-year -0.11% +42.29% +9.46%

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 31 May 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 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
London +110 68 £600 -7.69% 13
North of England +28 8 £525 +9.38% 4
North West +26 8 £525 +16.67% 3
South East +4 4 £425 -17.07% 3
South West +7 3 £488 -34.78%
Midlands +21 1 £425 -24.44% 2
East of England +6 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 (5.81%) Apache Spark
2 4 (4.65%) Apache Airflow
3 3 (3.49%) Apache
4 2 (2.33%) SAS
Applications
1 2 (2.33%) MS Visio
2 1 (1.16%) Microsoft Excel
Business Applications
1 3 (3.49%) SAP S/4HANA
Cloud Services
1 21 (24.42%) Azure
2 8 (9.30%) Power Platform
3 6 (6.98%) dbt
4 5 (5.81%) Azure Data Factory
4 5 (5.81%) Azure Synapse Analytics
5 4 (4.65%) Azure Cosmos DB
6 3 (3.49%) Snowflake
7 2 (2.33%) AWS
7 2 (2.33%) WhatsApp
8 1 (1.16%) GCP
8 1 (1.16%) GitHub
8 1 (1.16%) GitHub Actions
Database & Business Intelligence
1 20 (23.26%) Data Warehouse
2 16 (18.60%) Big Data
3 14 (16.28%) Data Lake
4 13 (15.12%) Relational Database
4 13 (15.12%) SQL Server
5 12 (13.95%) Metadata
5 12 (13.95%) RDBMS
6 11 (12.79%) NoSQL
7 8 (9.30%) Power BI
8 7 (8.14%) PostgreSQL
8 7 (8.14%) Star Schema
9 4 (4.65%) Apache Cassandra
9 4 (4.65%) Data Vault
9 4 (4.65%) MySQL
10 3 (3.49%) Airbyte
10 3 (3.49%) Flink
10 3 (3.49%) Hadoop
10 3 (3.49%) HBase
10 3 (3.49%) Parquet
10 3 (3.49%) Tableau
Development Applications
1 11 (12.79%) ERwin
2 3 (3.49%) JIRA
General
1 32 (37.21%) Finance
2 24 (27.91%) Social Skills
3 10 (11.63%) Analytical Skills
3 10 (11.63%) Marketing
3 10 (11.63%) Public Sector
4 8 (9.30%) Retail
5 5 (5.81%) Electronics
5 5 (5.81%) Manufacturing
5 5 (5.81%) Presentation Skills
5 5 (5.81%) Telecoms
6 4 (4.65%) Pharmaceutical
6 4 (4.65%) Publishing
7 2 (2.33%) Banking
8 1 (1.16%) Inclusion and Diversity
Job Titles
1 32 (37.21%) Data Modeller
2 31 (36.05%) Architect
2 31 (36.05%) Data Architect
3 13 (15.12%) Developer
4 12 (13.95%) Senior
4 12 (13.95%) SQL Developer
5 8 (9.30%) Data Engineer
5 8 (9.30%) Senior Architect
5 8 (9.30%) Senior Data Architect
6 7 (8.14%) Data Analytics Architect
7 5 (5.81%) Enterprise Architect
7 5 (5.81%) Enterprise Data Architect
8 4 (4.65%) Azure Architect
8 4 (4.65%) Azure Data Architect
9 3 (3.49%) Analyst
9 3 (3.49%) Data Analyst
9 3 (3.49%) Senior Data Engineer
10 2 (2.33%) Lead
10 2 (2.33%) Platform Architect
11 1 (1.16%) Python Data Engineer
Libraries, Frameworks & Software Standards
1 8 (9.30%) JSON
1 8 (9.30%) JSON Schema
2 4 (4.65%) PySpark
3 3 (3.49%) Apache Avro
3 3 (3.49%) Kafka
3 3 (3.49%) Snowpark
3 3 (3.49%) XML
3 3 (3.49%) YAML
4 1 (1.16%) .NET
4 1 (1.16%) Middleware
Miscellaneous
1 10 (11.63%) Data Protection Act
1 10 (11.63%) Data Structures
2 8 (9.30%) Management Information System
3 6 (6.98%) Data Centre
3 6 (6.98%) Wiki
4 5 (5.81%) Onboarding
5 4 (4.65%) Freedom of Information
5 4 (4.65%) Freedom of Information Act
6 3 (3.49%) Legacy Systems
6 3 (3.49%) Product Ownership
6 3 (3.49%) Virtual Team
7 2 (2.33%) Distributed Computing
7 2 (2.33%) Reference Data
8 1 (1.16%) FMCG
8 1 (1.16%) Team-Oriented Environment
Operating Systems
1 7 (8.14%) Unix
Processes & Methodologies
1 86 (100.00%) Data Modelling
2 55 (63.95%) Logical Data Model
3 26 (30.23%) Business Intelligence
3 26 (30.23%) Data Architecture
4 24 (27.91%) Data Strategy
5 23 (26.74%) Data Governance
6 22 (25.58%) ETL
7 20 (23.26%) Analytics
8 15 (17.44%) Master Data Management
9 14 (16.28%) Data Lineage
9 14 (16.28%) Data Mapping
9 14 (16.28%) Problem-Solving
10 12 (13.95%) Conceptual Models
10 12 (13.95%) Stakeholder Management
11 11 (12.79%) Agile
11 11 (12.79%) Data Flow Diagram
12 10 (11.63%) Data Management
12 10 (11.63%) Data Protection
12 10 (11.63%) Migration
12 10 (11.63%) Visualisation
Programming Languages
1 45 (52.33%) SQL
2 12 (13.95%) Python
3 9 (10.47%) Perl
4 7 (8.14%) PL/SQL
5 3 (3.49%) Java
5 3 (3.49%) Scala
6 1 (1.16%) T-SQL
Qualifications
1 11 (12.79%) Degree
2 6 (6.98%) BPSS Clearance
3 4 (4.65%) SC Cleared
3 4 (4.65%) Security Cleared
4 3 (3.49%) Master's Degree
5 1 (1.16%) Computer Science Degree
5 1 (1.16%) DV Cleared
Quality Assurance & Compliance
1 34 (39.53%) Data Quality
2 12 (13.95%) GDPR
3 3 (3.49%) QA
4 1 (1.16%) ISO/IEC 27001
4 1 (1.16%) Sarbanes-Oxley
Vendors
1 22 (25.58%) Sparx
2 18 (20.93%) Microsoft
3 12 (13.95%) Databricks
4 8 (9.30%) SAP
5 4 (4.65%) Oracle
6 1 (1.16%) Virgin Media