Physical Data Model Jobs

Physical Data Model
UK

The table below provides summary statistics for permanent job vacancies 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 28 May 2025, comparing them to the same period in the previous two years.

6 months to
28 May 2025
Same period 2024 Same period 2023
Rank 660 788 876
Rank change year-on-year +128 +88 +83
Permanent jobs citing Physical Data Model 51 122 88
As % of all permanent jobs advertised in the UK 0.093% 0.12% 0.090%
As % of the Processes & Methodologies category 0.100% 0.14% 0.094%
Number of salaries quoted 10 94 69
10th Percentile £49,125 £52,500 £52,000
25th Percentile £61,563 £62,600 £58,750
Median annual salary (50th Percentile) £85,000 £80,000 £75,000
Median % change year-on-year +6.25% +6.67% -
75th Percentile £86,875 £90,938 £97,500
90th Percentile £93,250 £95,000 £106,500
UK excluding London median annual salary £85,000 £80,000 £70,000
% change year-on-year +6.25% +14.29% -

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 permanent job vacancies requiring process or methodology skills.

Permanent vacancies with a requirement for process or methodology skills 51,242 86,144 93,565
As % of all permanent jobs advertised in the UK 93.71% 84.33% 95.55%
Number of salaries quoted 25,211 60,433 55,406
10th Percentile £29,000 £29,250 £34,000
25th Percentile £41,250 £40,000 £45,000
Median annual salary (50th Percentile) £57,500 £55,000 £61,000
Median % change year-on-year +4.55% -9.84% +1.67%
75th Percentile £75,000 £72,500 £81,250
90th Percentile £97,500 £92,500 £100,000
UK excluding London median annual salary £51,645 £50,000 £55,000
% change year-on-year +3.29% -9.09% +4.76%

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
Salary Trend

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

Salary trend for Physical Data Model in the UK

Physical Data Model
Salary Histogram

Salary distribution for jobs citing Physical Data Model over the 6 months to 28 May 2025.

Salary histogram for Physical Data Model in the UK

Physical Data Model
Top 9 Job Locations

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 UK over the 6 months to 28 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
England +92 50 £85,000 +6.25% 76
London +100 36 £65,000 -27.78% 45
UK excluding London +146 15 £85,000 +6.25% 50
West Midlands +61 11 £85,000 +27.53% 1
Midlands +57 11 £85,000 +27.53% 1
Work from Home +80 3 £95,000 +37.68% 54
East of England +41 2 £90,000 +4.65%
Scotland +123 1 - - 8
South West +115 1 - - 1

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 10 (19.61%) Apache Spark
2 2 (3.92%) Apache Airflow
3 1 (1.96%) Apache
3 1 (1.96%) SAS
3 1 (1.96%) SharePoint
Applications
1 4 (7.84%) MS Visio
2 2 (3.92%) Microsoft Excel
3 1 (1.96%) Microsoft Office
3 1 (1.96%) Microsoft PowerPoint
3 1 (1.96%) Microsoft Project
Business Applications
1 1 (1.96%) SAP FI
Cloud Services
1 39 (76.47%) AWS
2 38 (74.51%) Azure
3 37 (72.55%) GCP
4 12 (23.53%) Azure Synapse Analytics
5 11 (21.57%) Power Platform
6 8 (15.69%) Snowflake
7 3 (5.88%) Boomi
7 3 (5.88%) dbt
8 2 (3.92%) Lucidchart
8 2 (3.92%) Serverless
9 1 (1.96%) Amazon EMR
9 1 (1.96%) Amazon Kinesis
9 1 (1.96%) Amazon S3
9 1 (1.96%) Azure Cosmos DB
9 1 (1.96%) Azure Data Factory
9 1 (1.96%) Azure DevOps
9 1 (1.96%) SuccessFactors
Database & Business Intelligence
1 34 (66.67%) Metadata
2 25 (49.02%) Data Lake
3 15 (29.41%) NoSQL
4 14 (27.45%) Big Data
4 14 (27.45%) Data Warehouse
5 12 (23.53%) Amazon Redshift
6 11 (21.57%) BigQuery
6 11 (21.57%) Power BI
7 8 (15.69%) Hadoop
7 8 (15.69%) Relational Database
8 5 (9.80%) SQL Server
9 3 (5.88%) Looker
9 3 (5.88%) MongoDB
9 3 (5.88%) Tableau
10 2 (3.92%) Apache Hive
10 2 (3.92%) OLTP
10 2 (3.92%) PostgreSQL
10 2 (3.92%) RDBMS
11 1 (1.96%) BusinessObjects
11 1 (1.96%) PowerCenter
Development Applications
1 3 (5.88%) ER Studio
1 3 (5.88%) ERwin
2 2 (3.92%) JIRA
2 2 (3.92%) PowerDesigner
3 1 (1.96%) Jenkins
General
1 38 (74.51%) Analytical Skills
2 35 (68.63%) Finance
3 24 (47.06%) Banking
4 23 (45.10%) Inclusion and Diversity
5 21 (41.18%) Financial Institution
5 21 (41.18%) Retail Banking
6 15 (29.41%) Social Skills
7 10 (19.61%) Public Sector
8 7 (13.73%) Law
9 3 (5.88%) Electronics
9 3 (5.88%) Manufacturing
9 3 (5.88%) Marketing
9 3 (5.88%) Telecoms
10 2 (3.92%) Advertising
10 2 (3.92%) Retail
11 1 (1.96%) Presentation Skills
Job Titles
1 35 (68.63%) Architect
2 33 (64.71%) Data Architect
3 12 (23.53%) Lead
4 5 (9.80%) Lead Architect
4 5 (9.80%) Lead Data Architect
5 4 (7.84%) Data Modeller
6 3 (5.88%) Data Engineer
6 3 (5.88%) Senior
6 3 (5.88%) Senior Data Engineer
7 2 (3.92%) Cloud Architect
7 2 (3.92%) Cloud Solutions Architect
7 2 (3.92%) Data Warehouse Architect
7 2 (3.92%) Solutions Architect
7 2 (3.92%) Technical Architect
8 1 (1.96%) Analyst
8 1 (1.96%) AWS Engineer
8 1 (1.96%) Business Analyst
8 1 (1.96%) Developer
8 1 (1.96%) SAS Modeller
8 1 (1.96%) Software Engineer
Libraries, Frameworks & Software Standards
1 8 (15.69%) Kafka
2 1 (1.96%) Spark Streaming
Miscellaneous
1 12 (23.53%) Data Structures
2 7 (13.73%) Product Ownership
3 6 (11.76%) FMCG
3 6 (11.76%) Legacy Systems
4 4 (7.84%) Distributed Systems
5 3 (5.88%) Distributed Computing
6 2 (3.92%) Cloud Native
7 1 (1.96%) Public Cloud
7 1 (1.96%) Reference Data
Processes & Methodologies
1 51 (100.00%) Data Modelling
2 49 (96.08%) Logical Data Model
3 33 (64.71%) Data Architecture
4 31 (60.78%) Metadata Management
5 30 (58.82%) Data Management
6 28 (54.90%) Migration
7 27 (52.94%) Data Migration
8 26 (50.98%) Business Development
9 25 (49.02%) Agile
10 22 (43.14%) Data Strategy
11 21 (41.18%) Asset Management
11 21 (41.18%) Commercialisation
11 21 (41.18%) Cost Management
11 21 (41.18%) Data Privacy
11 21 (41.18%) Innovative Thinking
12 19 (37.25%) Analytics
12 19 (37.25%) Data Pipeline
13 18 (35.29%) Data Governance
13 18 (35.29%) ETL
14 16 (31.37%) Problem-Solving
Programming Languages
1 19 (37.25%) SQL
2 6 (11.76%) Python
3 1 (1.96%) Java
3 1 (1.96%) R
Qualifications
1 24 (47.06%) Azure Certification
2 23 (45.10%) AWS Certification
3 4 (7.84%) Security Cleared
4 3 (5.88%) Degree
4 3 (5.88%) DV Cleared
4 3 (5.88%) SC Cleared
5 2 (3.92%) AWS Certified Solutions Architect
5 2 (3.92%) TOGAF Certification
6 1 (1.96%) CBAP
Quality Assurance & Compliance
1 15 (29.41%) Data Quality
2 2 (3.92%) GDPR
2 2 (3.92%) NIST
2 2 (3.92%) QA
2 2 (3.92%) SOC 2
Systems Management
1 2 (3.92%) Kubernetes
2 1 (1.96%) Terraform
Vendors
1 32 (62.75%) Microsoft
2 13 (25.49%) Google
3 12 (23.53%) Databricks
4 7 (13.73%) SAP
5 4 (7.84%) Informatica
5 4 (7.84%) Oracle
6 1 (1.96%) ServiceNow