Physical Data Model Jobs

Physical Data Model
UK

The following table provides summary statistics for permanent job vacancies with a requirement for Physical Data Model skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Physical Data Model over the 6 months to 1 June 2024 with a comparison to the same period in the previous 2 years.

6 months to
1 Jun 2024
Same period 2023 Same period 2022
Rank 784 863 983
Rank change year-on-year +79 +120 -110
Permanent jobs citing Physical Data Model 123 84 280
As % of all permanent jobs advertised in the UK 0.12% 0.089% 0.17%
As % of the Processes & Methodologies category 0.14% 0.093% 0.17%
Number of salaries quoted 93 66 182
10th Percentile £52,500 £51,250 £52,500
25th Percentile £62,500 £59,063 £68,750
Median annual salary (50th Percentile) £80,000 £81,250 £75,000
Median % change year-on-year -1.54% +8.33% -6.25%
75th Percentile £91,250 £99,375 £86,250
90th Percentile £95,000 £106,875 £97,250
UK excluding London median annual salary £80,000 £70,000 £70,000
% change year-on-year +14.29% - +17.15%

All Process and Methodology Skills
UK

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 permanent job vacancies with a requirement for process or methodology skills.

Permanent vacancies with a requirement for process or methodology skills 87,829 90,354 161,874
As % of all permanent jobs advertised in the UK 83.68% 95.46% 95.93%
Number of salaries quoted 61,251 54,292 82,971
10th Percentile £29,250 £34,000 £33,500
25th Percentile £40,000 £45,000 £43,750
Median annual salary (50th Percentile) £55,000 £60,800 £60,000
Median % change year-on-year -9.54% +1.33% +9.09%
75th Percentile £72,500 £81,250 £80,000
90th Percentile £92,500 £100,000 £96,250
UK excluding London median annual salary £50,000 £55,000 £52,500
% change year-on-year -9.09% +4.76% +9.38%

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 1 June 2024.

Salary histogram for Physical Data Model in the UK

Physical Data Model
Top 14 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 1 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
England +76 118 £80,000 -5.88% 24
UK excluding London +5 63 £80,000 +14.29% 13
London +115 57 £90,000 +4.35% 10
Work from Home +65 44 £75,000 -16.67% 12
North of England +64 35 £80,000 -8.57% 4
North West +18 24 £80,000 -8.57% 3
West Midlands -1 14 £66,650 -11.13% 2
Midlands -5 14 £66,650 +111.59% 2
Yorkshire +69 8 £80,000 -8.57%
South East -7 4 £70,000 -31.71% 3
South West -28 4 £87,500 -10.26% 2
East of England - 4 £86,000 - 2
North East - 3 £55,000 - 1
Scotland -65 2 £69,783 -0.31%

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 7 (5.69%) SAS
2 4 (3.25%) Confluence
3 2 (1.63%) Apache Spark
4 1 (0.81%) Apache
4 1 (0.81%) Apache Solr
Applications
1 2 (1.63%) Microsoft Excel
1 2 (1.63%) Microsoft Office
1 2 (1.63%) Microsoft PowerPoint
1 2 (1.63%) MS Visio
Business Applications
1 2 (1.63%) SAP S/4HANA
2 1 (0.81%) Oracle EBS
Cloud Services
1 55 (44.72%) AWS
2 48 (39.02%) Azure
3 27 (21.95%) Amazon Kinesis
4 25 (20.33%) Amazon EC2
4 25 (20.33%) Amazon S3
5 23 (18.70%) GCP
6 10 (8.13%) Azure Data Factory
7 8 (6.50%) GitHub
8 7 (5.69%) Power Platform
9 6 (4.88%) Azure Synapse Analytics
10 5 (4.07%) Microsoft Purview
11 3 (2.44%) Snowflake
12 2 (1.63%) AWS Lambda
12 2 (1.63%) Azure DevOps
12 2 (1.63%) Figma
12 2 (1.63%) Serverless
13 1 (0.81%) IaaS
13 1 (0.81%) OpenShift
13 1 (0.81%) PaaS
13 1 (0.81%) SaaS
Database & Business Intelligence
1 46 (37.40%) Data Warehouse
1 46 (37.40%) Metadata
2 38 (30.89%) Relational Database
3 33 (26.83%) RDBMS
4 30 (24.39%) Amazon Redshift
5 25 (20.33%) Amazon RDS
5 25 (20.33%) Data Lake
5 25 (20.33%) MySQL
6 10 (8.13%) NoSQL
7 8 (6.50%) Ataccama
8 7 (5.69%) Power BI
9 5 (4.07%) Azure SQL Data Warehouse
9 5 (4.07%) Oracle Database
9 5 (4.07%) Semantic Layer
10 4 (3.25%) BigQuery
10 4 (3.25%) SQL Server
11 3 (2.44%) Data Mart
11 3 (2.44%) SQL Server Integration Services
12 2 (1.63%) BusinessObjects
12 2 (1.63%) OLAP
Development Applications
1 33 (26.83%) Git
2 25 (20.33%) Postman
3 8 (6.50%) GitLab
4 6 (4.88%) ERwin
5 4 (3.25%) JIRA
6 2 (1.63%) Balsamiq
6 2 (1.63%) ER Studio
General
1 43 (34.96%) Analytical Skills
2 28 (22.76%) Banking
3 27 (21.95%) Inclusion and Diversity
4 26 (21.14%) Finance
5 21 (17.07%) Social Skills
6 19 (15.45%) Retail Banking
7 17 (13.82%) Financial Institution
8 5 (4.07%) Retail
9 2 (1.63%) Legal
9 2 (1.63%) Presentation Skills
10 1 (0.81%) Local Government
10 1 (0.81%) Organisational Skills
10 1 (0.81%) Pharmaceutical
10 1 (0.81%) Publishing
Job Titles
1 47 (38.21%) Senior
2 46 (37.40%) Architect
3 42 (34.15%) Data Architect
4 28 (22.76%) Lead
5 25 (20.33%) Technical Leader
6 24 (19.51%) Senior Architect
6 24 (19.51%) Senior Data Architect
7 20 (16.26%) Analyst
8 16 (13.01%) Data Analyst
9 15 (12.20%) Data Engineer
10 12 (9.76%) Senior Analyst
11 9 (7.32%) Banking Analyst
11 9 (7.32%) Governance Analyst
12 7 (5.69%) Data Modeller
13 6 (4.88%) Domain Architect
14 5 (4.07%) Head of Business Intelligence
14 5 (4.07%) Senior Data Engineer
14 5 (4.07%) Senior Data Modeller
15 4 (3.25%) Solutions Architect
15 4 (3.25%) Technical Analyst
Libraries, Frameworks & Software Standards
1 26 (21.14%) JSON
2 25 (20.33%) Spring
2 25 (20.33%) Spring Boot
3 5 (4.07%) PySpark
4 2 (1.63%) Kafka
4 2 (1.63%) REST
5 1 (0.81%) ActiveMQ
5 1 (0.81%) Apache Camel
5 1 (0.81%) Lucene
5 1 (0.81%) Oracle Fusion
5 1 (0.81%) Regular Expression
5 1 (0.81%) XML
Miscellaneous
1 37 (30.08%) Management Information System
2 29 (23.58%) Cloud Native
3 15 (12.20%) Reference Data
4 14 (11.38%) Onboarding
5 8 (6.50%) Product Ownership
5 8 (6.50%) Self-Motivation
6 6 (4.88%) Public Cloud
7 5 (4.07%) Blog
7 5 (4.07%) Greenfield Project
8 4 (3.25%) Data Structures
9 3 (2.44%) Legacy Systems
9 3 (2.44%) Taxonomies
10 2 (1.63%) FMCG
11 1 (0.81%) Analytical Mindset
11 1 (0.81%) Data Fabric
11 1 (0.81%) Enterprise Cloud
11 1 (0.81%) Life Science
11 1 (0.81%) Virtual Team
Processes & Methodologies
1 123 (100.00%) Data Modelling
2 98 (79.67%) Logical Data Model
3 57 (46.34%) Data Management
4 48 (39.02%) Agile
5 43 (34.96%) Data Architecture
6 42 (34.15%) Data Strategy
7 41 (33.33%) Metadata Management
8 38 (30.89%) Problem-Solving
9 32 (26.02%) Design Patterns
10 29 (23.58%) Computer Science
11 28 (22.76%) Roadmaps
11 28 (22.76%) SDLC
12 27 (21.95%) CI/CD
12 27 (21.95%) DevOps
13 25 (20.33%) Agile Project Management
13 25 (20.33%) Data Governance
13 25 (20.33%) Infrastructure as Code
13 25 (20.33%) Product Strategy
13 25 (20.33%) Software Engineering
13 25 (20.33%) Technical Leadership
Programming Languages
1 36 (29.27%) SQL
2 26 (21.14%) Java
3 25 (20.33%) PHP
4 5 (4.07%) PL/SQL
4 5 (4.07%) T-SQL
5 4 (3.25%) Python
6 2 (1.63%) Scala
7 1 (0.81%) XPath
Qualifications
1 33 (26.83%) Degree
2 28 (22.76%) Computer Science Degree
3 17 (13.82%) AWS Certification
3 17 (13.82%) Azure Certification
4 2 (1.63%) CBAP
4 2 (1.63%) IIBA
5 1 (0.81%) Master's Degree
5 1 (0.81%) TOGAF Certification
Quality Assurance & Compliance
1 37 (30.08%) Data Quality
2 5 (4.07%) Accessibility
2 5 (4.07%) QA
3 1 (0.81%) GDPR
3 1 (0.81%) GxP
System Software
1 1 (0.81%) Docker
1 1 (0.81%) HDFS
Systems Management
1 27 (21.95%) Terraform
2 1 (0.81%) Kubernetes
Vendors
1 29 (23.58%) Microsoft
2 9 (7.32%) Databricks
3 8 (6.50%) Oracle
3 8 (6.50%) SAP
4 4 (3.25%) IBM
4 4 (3.25%) Teradata
5 3 (2.44%) Google
6 2 (1.63%) Informatica
7 1 (0.81%) Ab Initio
7 1 (0.81%) Talend