Physical Data Model Contracts

Physical Data Model
UK

The table below provides summary statistics for contract job vacancies 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 12 June 2024, comparing them to the same period in the previous two years.

6 months to
12 Jun 2024
Same period 2023 Same period 2022
Rank 494 613 617
Rank change year-on-year +119 +4 -69
Contract jobs citing Physical Data Model 90 84 233
As % of all contract jobs advertised in the UK 0.21% 0.15% 0.27%
As % of the Processes & Methodologies category 0.24% 0.17% 0.29%
Number of daily rates quoted 75 49 169
10th Percentile £413 £435 £475
25th Percentile £463 £500 £555
Median daily rate (50th Percentile) £575 £650 £675
Median % change year-on-year -11.54% -3.70% +22.73%
75th Percentile £650 £745 £750
90th Percentile £790 £788 £775
UK excluding London median daily rate £485 £513 £575
% change year-on-year -5.37% -10.87% +21.05%
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 excluding London median hourly rate £67.50 - -

All Process and Methodology Skills
UK

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.

Contract vacancies with a requirement for process or methodology skills 37,178 49,770 79,013
As % of all contract IT jobs advertised in the UK 85.13% 89.61% 90.64%
Number of daily rates quoted 23,737 34,458 55,587
10th Percentile £300 £325 £350
25th Percentile £413 £438 £436
Median daily rate (50th Percentile) £525 £550 £538
Median % change year-on-year -4.55% +2.33% +7.50%
75th Percentile £638 £650 £650
90th Percentile £750 £750 £743
UK excluding London median daily rate £500 £500 £490
% change year-on-year - +2.04% +8.89%
Number of hourly rates quoted 2,579 1,678 1,852
10th Percentile £12.75 £10.96 £12.50
25th Percentile £16.00 £15.75 £15.90
Median hourly rate £37.00 £35.65 £26.00
Median % change year-on-year +3.79% +37.12% +13.04%
75th Percentile £61.28 £65.00 £50.15
90th Percentile £72.50 £75.00 £65.25
UK excluding London median hourly rate £38.12 £34.90 £21.00
% change year-on-year +9.23% +66.18% -

Physical Data Model
Job Vacancy Trend

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

Job vacancy trend for Physical Data Model in the UK

Physical Data Model
Contractor Daily Rate Trend

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

Daily rate trend for Physical Data Model in the UK

Physical Data Model
Daily Rate Histogram

Daily rate distribution for jobs citing Physical Data Model over the 6 months to 12 June 2024.

Daily rate histogram for Physical Data Model in the UK

Physical Data Model
Contractor Hourly Rate Trend

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

Hourly rate trend for Physical Data Model in the UK

Physical Data Model
Top 11 Contract Locations

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 UK over the 6 months to 12 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
England +98 85 £575 -11.54% 18
London +103 68 £600 -7.69% 8
Work from Home +136 54 £600 -7.69% 9
UK excluding London +10 14 £485 -5.37% 9
North West +21 7 £523 +16.11% 2
North of England +19 7 £523 +12.37% 3
South East +8 4 £425 -17.07% 3
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
Co-occurring Skills and Capabilities 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 (5.56%) Apache Spark
2 4 (4.44%) Apache Airflow
3 3 (3.33%) Apache
4 2 (2.22%) SAS
Applications
1 2 (2.22%) MS Visio
2 1 (1.11%) Microsoft Excel
Business Applications
1 3 (3.33%) SAP S/4HANA
Cloud Services
1 20 (22.22%) Azure
2 8 (8.89%) Power Platform
3 6 (6.67%) dbt
4 5 (5.56%) Azure Data Factory
4 5 (5.56%) Azure Synapse Analytics
5 4 (4.44%) Azure Cosmos DB
6 3 (3.33%) Snowflake
7 2 (2.22%) AWS
7 2 (2.22%) WhatsApp
8 1 (1.11%) GCP
8 1 (1.11%) GitHub
8 1 (1.11%) GitHub Actions
Database & Business Intelligence
1 24 (26.67%) Data Warehouse
2 17 (18.89%) Data Lake
3 16 (17.78%) Big Data
4 14 (15.56%) SQL Server
5 13 (14.44%) Relational Database
6 12 (13.33%) RDBMS
7 11 (12.22%) NoSQL
8 10 (11.11%) Metadata
8 10 (11.11%) Star Schema
9 8 (8.89%) PostgreSQL
9 8 (8.89%) Power BI
10 7 (7.78%) Data Vault
11 4 (4.44%) Apache Cassandra
11 4 (4.44%) MySQL
12 3 (3.33%) Airbyte
12 3 (3.33%) Flink
12 3 (3.33%) Hadoop
12 3 (3.33%) Parquet
12 3 (3.33%) Snowflake Schema
12 3 (3.33%) Tableau
Development Applications
1 10 (11.11%) ERwin
2 4 (4.44%) JIRA
3 1 (1.11%) PowerDesigner
General
1 34 (37.78%) Finance
2 26 (28.89%) Social Skills
3 11 (12.22%) Analytical Skills
4 8 (8.89%) Marketing
4 8 (8.89%) Public Sector
5 6 (6.67%) Presentation Skills
5 6 (6.67%) Retail
6 4 (4.44%) Inclusion and Diversity
6 4 (4.44%) Pharmaceutical
6 4 (4.44%) Publishing
7 3 (3.33%) Electronics
7 3 (3.33%) Manufacturing
7 3 (3.33%) Telecoms
8 2 (2.22%) Banking
Job Titles
1 35 (38.89%) Data Modeller
2 28 (31.11%) Architect
2 28 (31.11%) Data Architect
3 14 (15.56%) Developer
4 13 (14.44%) SQL Developer
5 12 (13.33%) Senior
6 8 (8.89%) Data Engineer
6 8 (8.89%) Senior Architect
6 8 (8.89%) Senior Data Architect
7 7 (7.78%) Data Analytics Architect
8 5 (5.56%) Analyst
8 5 (5.56%) Data Analyst
9 4 (4.44%) Azure Architect
9 4 (4.44%) Azure Data Architect
10 3 (3.33%) Enterprise Architect
10 3 (3.33%) Enterprise Data Architect
10 3 (3.33%) Senior Data Engineer
11 2 (2.22%) Lead
11 2 (2.22%) Platform Architect
12 1 (1.11%) Python Data Engineer
Libraries, Frameworks & Software Standards
1 8 (8.89%) JSON
1 8 (8.89%) JSON Schema
2 4 (4.44%) PySpark
3 3 (3.33%) Apache Avro
3 3 (3.33%) Kafka
3 3 (3.33%) Snowpark
3 3 (3.33%) XML
3 3 (3.33%) YAML
4 1 (1.11%) .NET
4 1 (1.11%) Middleware
Miscellaneous
1 11 (12.22%) Data Structures
2 8 (8.89%) Data Protection Act
2 8 (8.89%) Management Information System
3 6 (6.67%) Data Centre
4 5 (5.56%) Onboarding
5 4 (4.44%) Freedom of Information
5 4 (4.44%) Freedom of Information Act
5 4 (4.44%) Wiki
6 3 (3.33%) Legacy Systems
6 3 (3.33%) Product Ownership
6 3 (3.33%) Virtual Team
7 2 (2.22%) Distributed Computing
7 2 (2.22%) Reference Data
7 2 (2.22%) Team-Oriented Environment
8 1 (1.11%) FMCG
Operating Systems
1 7 (7.78%) Unix
Processes & Methodologies
1 90 (100.00%) Data Modelling
2 60 (66.67%) Logical Data Model
3 24 (26.67%) Business Intelligence
3 24 (26.67%) Data Architecture
4 22 (24.44%) Data Governance
4 22 (24.44%) Data Strategy
4 22 (24.44%) ETL
5 21 (23.33%) Analytics
6 16 (17.78%) Data Mapping
6 16 (17.78%) Problem-Solving
7 14 (15.56%) Data Lineage
8 13 (14.44%) Master Data Management
8 13 (14.44%) Stakeholder Management
9 12 (13.33%) Conceptual Models
10 11 (12.22%) Agile
10 11 (12.22%) Visualisation
11 9 (10.00%) Data Design
11 9 (10.00%) Data Flow Diagram
11 9 (10.00%) Migration
12 8 (8.89%) Project Delivery
Programming Languages
1 48 (53.33%) SQL
2 12 (13.33%) Python
3 9 (10.00%) Perl
4 8 (8.89%) PL/SQL
5 3 (3.33%) Java
5 3 (3.33%) Scala
6 1 (1.11%) T-SQL
Qualifications
1 11 (12.22%) Degree
2 6 (6.67%) BPSS Clearance
3 3 (3.33%) Master's Degree
3 3 (3.33%) SC Cleared
3 3 (3.33%) Security Cleared
4 1 (1.11%) Computer Science Degree
4 1 (1.11%) DV Cleared
Quality Assurance & Compliance
1 34 (37.78%) Data Quality
2 11 (12.22%) GDPR
3 3 (3.33%) QA
4 2 (2.22%) ISO/IEC 27001
4 2 (2.22%) Sarbanes-Oxley
Vendors
1 21 (23.33%) Sparx
2 19 (21.11%) Microsoft
3 12 (13.33%) Databricks
4 6 (6.67%) SAP
5 4 (4.44%) Oracle
6 1 (1.11%) Mercator
6 1 (1.11%) Virgin Media