Physical Data Model Jobs in England

Physical Data Model
UK > England

The table below provides summary statistics for permanent job vacancies advertised in England requiring Physical Data Model skills. It includes a benchmarking guide to the annual salaries offered in vacancies that cited Physical Data Model over the 6 months leading up to 31 May 2025, comparing them to the same period in the previous two years.

6 months to
31 May 2025
Same period 2024 Same period 2023
Rank 627 732 826
Rank change year-on-year +105 +94 +100
Permanent jobs citing Physical Data Model 52 118 79
As % of all permanent jobs advertised in England 0.11% 0.13% 0.093%
As % of the Processes & Methodologies category 0.11% 0.16% 0.097%
Number of salaries quoted 11 89 61
10th Percentile £50,000 £54,000 £50,000
25th Percentile £55,875 £64,150 £58,750
Median annual salary (50th Percentile) £85,000 £80,000 £85,000
Median % change year-on-year +6.25% -5.88% +13.33%
75th Percentile £86,250 £93,750 £101,250
90th Percentile £92,500 £97,000 £107,500
UK median annual salary £85,000 £80,000 £80,000
% change year-on-year +6.25% - +6.67%

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 permanent job vacancies requiring process or methodology skills in England.

Permanent vacancies with a requirement for process or methodology skills 46,342 75,409 81,364
As % of all permanent jobs advertised in England 93.97% 83.96% 95.53%
Number of salaries quoted 23,102 54,812 48,959
10th Percentile £29,250 £29,000 £34,452
25th Percentile £41,250 £40,000 £46,000
Median annual salary (50th Percentile) £57,500 £55,000 £62,500
Median % change year-on-year +4.55% -12.00% +4.17%
75th Percentile £75,000 £72,500 £82,500
90th Percentile £97,528 £93,750 £102,500
UK median annual salary £57,000 £55,000 £60,899
% change year-on-year +3.64% -9.69% +1.50%

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
Salary Trend in England

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

Salary trend for Physical Data Model in England

Physical Data Model
Salary Histogram in England

Salary distribution for jobs citing Physical Data Model in England over the 6 months to 31 May 2025.

Salary histogram for Physical Data Model in England

Physical Data Model
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Physical Data Model within the England region over the 6 months to 31 May 2025. 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
London +85 37 £65,000 -27.78% 19
Midlands +62 11 £85,000 +27.53% 3
West Midlands +53 11 £85,000 +27.53% 3
East of England +48 2 £90,000 +4.65%
South West +109 1 - - 1
North East +48 1 £51,000 -7.27% 1
North of England +4 1 £51,000 -36.25% 8
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 10 (19.23%) Apache Spark
2 2 (3.85%) Apache Airflow
3 1 (1.92%) SAS
3 1 (1.92%) SharePoint
Applications
1 4 (7.69%) MS Visio
2 2 (3.85%) Microsoft Excel
3 1 (1.92%) Microsoft Office
3 1 (1.92%) Microsoft PowerPoint
3 1 (1.92%) Microsoft Project
Business Applications
1 1 (1.92%) SAP FI
Cloud Services
1 40 (76.92%) AWS
2 38 (73.08%) Azure
3 37 (71.15%) GCP
4 11 (21.15%) Azure Synapse Analytics
5 10 (19.23%) Power Platform
6 8 (15.38%) Snowflake
7 3 (5.77%) Boomi
7 3 (5.77%) dbt
8 2 (3.85%) Lucidchart
8 2 (3.85%) Serverless
9 1 (1.92%) Amazon EMR
9 1 (1.92%) Amazon Kinesis
9 1 (1.92%) Amazon S3
9 1 (1.92%) SuccessFactors
Database & Business Intelligence
1 33 (63.46%) Metadata
2 24 (46.15%) Data Lake
3 15 (28.85%) Big Data
3 15 (28.85%) NoSQL
4 13 (25.00%) Data Warehouse
5 12 (23.08%) Amazon Redshift
6 11 (21.15%) BigQuery
7 10 (19.23%) Power BI
8 8 (15.38%) Hadoop
8 8 (15.38%) Relational Database
9 6 (11.54%) SQL Server
10 3 (5.77%) Looker
10 3 (5.77%) MongoDB
10 3 (5.77%) Tableau
11 2 (3.85%) Apache Hive
11 2 (3.85%) Apache Iceberg
11 2 (3.85%) OLTP
11 2 (3.85%) PostgreSQL
11 2 (3.85%) RDBMS
11 2 (3.85%) Spark SQL
Development Applications
1 3 (5.77%) ER Studio
1 3 (5.77%) ERwin
2 2 (3.85%) JIRA
2 2 (3.85%) PowerDesigner
General
1 37 (71.15%) Analytical Skills
2 36 (69.23%) Finance
3 25 (48.08%) Banking
4 24 (46.15%) Inclusion and Diversity
5 21 (40.38%) Financial Institution
5 21 (40.38%) Retail Banking
6 15 (28.85%) Social Skills
7 10 (19.23%) Public Sector
8 8 (15.38%) Law
9 3 (5.77%) Electronics
9 3 (5.77%) Manufacturing
9 3 (5.77%) Marketing
9 3 (5.77%) Telecoms
10 2 (3.85%) Advertising
10 2 (3.85%) Retail
11 1 (1.92%) Presentation Skills
Job Titles
1 34 (65.38%) Architect
2 32 (61.54%) Data Architect
3 13 (25.00%) Lead
4 5 (9.62%) Lead Architect
4 5 (9.62%) Lead Data Architect
5 4 (7.69%) Data Modeller
5 4 (7.69%) Senior
6 3 (5.77%) Data Engineer
6 3 (5.77%) Senior Data Engineer
7 2 (3.85%) AWS Engineer
7 2 (3.85%) AWS Software Engineer
7 2 (3.85%) Data Warehouse Architect
7 2 (3.85%) Java Engineer
7 2 (3.85%) Java Software Engineer
7 2 (3.85%) Lead Java Engineer
7 2 (3.85%) Python Engineer
7 2 (3.85%) Python Software Engineer
7 2 (3.85%) Software Engineer
7 2 (3.85%) Solutions Architect
7 2 (3.85%) Technical Architect
Libraries, Frameworks & Software Standards
1 8 (15.38%) Kafka
2 2 (3.85%) Spark Streaming
Miscellaneous
1 12 (23.08%) Data Structures
2 7 (13.46%) Product Ownership
3 6 (11.54%) FMCG
3 6 (11.54%) Legacy Systems
4 5 (9.62%) Distributed Systems
5 3 (5.77%) Distributed Computing
6 2 (3.85%) Cloud Native
6 2 (3.85%) Public Cloud
7 1 (1.92%) Clustering
Processes & Methodologies
1 52 (100.00%) Data Modelling
2 49 (94.23%) Logical Data Model
3 32 (61.54%) Data Architecture
4 30 (57.69%) Metadata Management
5 29 (55.77%) Data Management
5 29 (55.77%) Migration
6 27 (51.92%) Data Migration
7 26 (50.00%) Business Development
8 25 (48.08%) Agile
9 21 (40.38%) Asset Management
9 21 (40.38%) Commercialisation
9 21 (40.38%) Cost Management
9 21 (40.38%) Data Privacy
9 21 (40.38%) Data Strategy
9 21 (40.38%) Innovative Thinking
10 20 (38.46%) Data Pipeline
10 20 (38.46%) ETL
11 18 (34.62%) Analytics
12 17 (32.69%) Data Engineering
12 17 (32.69%) Data Governance
Programming Languages
1 20 (38.46%) SQL
2 7 (13.46%) Python
3 2 (3.85%) Java
4 1 (1.92%) R
Qualifications
1 23 (44.23%) AWS Certification
1 23 (44.23%) Azure Certification
2 3 (5.77%) Degree
2 3 (5.77%) DV Cleared
2 3 (5.77%) SC Cleared
2 3 (5.77%) Security Cleared
3 2 (3.85%) AWS Certified Solutions Architect
3 2 (3.85%) TOGAF Certification
4 1 (1.92%) CBAP
Quality Assurance & Compliance
1 14 (26.92%) Data Quality
2 2 (3.85%) GDPR
2 2 (3.85%) NIST
2 2 (3.85%) SOC 2
3 1 (1.92%) QA
Systems Management
1 2 (3.85%) Kubernetes
Vendors
1 31 (59.62%) Microsoft
2 13 (25.00%) Google
3 11 (21.15%) Databricks
4 7 (13.46%) SAP
5 4 (7.69%) Informatica
5 4 (7.69%) Oracle
6 1 (1.92%) ServiceNow