Physical Data Model Jobs with Work from Home Options

Physical Data Model
UK > Work from Home

The table below provides summary statistics for permanent job vacancies with an option to work from home (WFH) and 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 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 552 610 743
Rank change year-on-year +58 +133 -173
Permanent jobs citing Physical Data Model 44 24 118
As % of all permanent jobs with a WFH option 0.13% 0.062% 0.16%
As % of the Processes & Methodologies category 0.14% 0.065% 0.16%
Number of salaries quoted 39 20 92
10th Percentile £52,968 £52,823 £51,250
25th Percentile £56,809 £61,188 £68,750
Median annual salary (50th Percentile) £75,000 £90,000 £75,000
Median % change year-on-year -16.67% +20.00% -6.25%
75th Percentile £81,875 £102,188 £88,750
90th Percentile £106,500 £107,625 £102,250
UK median annual salary £80,000 £80,000 £75,000
% change year-on-year - +6.67% -6.25%

All Process and Methodology Skills
Work from Home

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 WFH option and a requirement for process or methodology skills.

Permanent vacancies with a requirement for process or methodology skills 31,253 37,089 72,078
As % of all permanent jobs with a WFH option 90.24% 96.02% 97.15%
Number of salaries quoted 23,514 26,211 41,851
10th Percentile £33,750 £37,500 £36,250
25th Percentile £42,500 £47,500 £46,250
Median annual salary (50th Percentile) £57,500 £62,500 £60,000
Median % change year-on-year -8.00% +4.17% +9.09%
75th Percentile £75,000 £82,500 £80,000
90th Percentile £95,000 £100,000 £95,000
UK median annual salary £55,000 £60,899 £60,000
% change year-on-year -9.69% +1.50% +9.09%

Physical Data Model
Trend for Jobs with a WFH Option

Job vacancies with a work from home option citing Physical Data Model as a proportion of all IT jobs advertised.

Physical Data Model trend for jobs with a WFH option

Physical Data Model
Salary Trend for Jobs with a WFH Option

3-month moving average salary quoted in job vacancies with a work from home option citing Physical Data Model.

Physical Data Model salary trend for jobs with a WFH option

Physical Data Model
Salary Histogram for Jobs with a WFH Option

Salary distribution for jobs with a work from home option citing Physical Data Model over the 6 months to 31 May 2024.

Physical Data Model salary histogram for jobs with a WFH option

Physical Data Model
Co-occurring Skills and Capabilities with WFH Options 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 (11.36%) SAS
2 4 (9.09%) Confluence
3 1 (2.27%) Apache
3 1 (2.27%) Apache Solr
3 1 (2.27%) Apache Spark
Applications
1 2 (4.55%) Microsoft Excel
1 2 (4.55%) Microsoft Office
1 2 (4.55%) Microsoft PowerPoint
1 2 (4.55%) MS Visio
Business Applications
1 1 (2.27%) Oracle EBS
Cloud Services
1 16 (36.36%) Azure
2 9 (20.45%) Azure Data Factory
3 5 (11.36%) AWS
3 5 (11.36%) Microsoft Purview
4 4 (9.09%) Azure Synapse Analytics
4 4 (9.09%) GCP
4 4 (9.09%) Power Platform
5 2 (4.55%) Azure DevOps
5 2 (4.55%) Figma
6 1 (2.27%) dbt
6 1 (2.27%) Snowflake
Database & Business Intelligence
1 13 (29.55%) Metadata
2 8 (18.18%) Data Warehouse
2 8 (18.18%) RDBMS
2 8 (18.18%) Relational Database
3 7 (15.91%) NoSQL
4 6 (13.64%) Data Lake
5 4 (9.09%) Power BI
5 4 (9.09%) Semantic Layer
6 3 (6.82%) BigQuery
6 3 (6.82%) Data Mart
6 3 (6.82%) SQL Server
7 2 (4.55%) Amazon Redshift
7 2 (4.55%) Azure SQL Data Warehouse
7 2 (4.55%) OLAP
8 1 (2.27%) Data Vault
8 1 (2.27%) Elasticsearch
8 1 (2.27%) Metadata Repository
8 1 (2.27%) SAS EBI
8 1 (2.27%) Snowflake Schema
8 1 (2.27%) Star Schema
Development Applications
1 6 (13.64%) ERwin
2 4 (9.09%) JIRA
3 2 (4.55%) Balsamiq
3 2 (4.55%) ER Studio
General
1 9 (20.45%) Banking
1 9 (20.45%) Social Skills
2 7 (15.91%) Analytical Skills
2 7 (15.91%) Finance
2 7 (15.91%) Inclusion and Diversity
3 3 (6.82%) Retail
4 1 (2.27%) Legal
4 1 (2.27%) Local Government
4 1 (2.27%) Organisational Skills
4 1 (2.27%) Pharmaceutical
4 1 (2.27%) Publishing
Job Titles
1 21 (47.73%) Senior
2 15 (34.09%) Architect
2 15 (34.09%) Data Architect
3 12 (27.27%) Analyst
4 10 (22.73%) Data Analyst
5 9 (20.45%) Banking Analyst
5 9 (20.45%) Governance Analyst
5 9 (20.45%) Senior Analyst
6 7 (15.91%) Data Modeller
7 6 (13.64%) Domain Architect
7 6 (13.64%) Senior Architect
7 6 (13.64%) Senior Data Architect
8 5 (11.36%) Senior Data Modeller
9 4 (9.09%) Data Engineer
10 2 (4.55%) Business Analyst
10 2 (4.55%) Enterprise Architect
10 2 (4.55%) Enterprise Data Architect
10 2 (4.55%) Head of Business Intelligence
10 2 (4.55%) Lead
11 1 (2.27%) Lead Consultant
Libraries, Frameworks & Software Standards
1 4 (9.09%) PySpark
2 2 (4.55%) REST
3 1 (2.27%) ActiveMQ
3 1 (2.27%) Apache Camel
3 1 (2.27%) JSON
3 1 (2.27%) Lucene
3 1 (2.27%) Oracle Fusion
3 1 (2.27%) Regular Expression
3 1 (2.27%) XML
Miscellaneous
1 11 (25.00%) Onboarding
2 6 (13.64%) Public Cloud
3 5 (11.36%) Greenfield Project
4 4 (9.09%) Data Structures
4 4 (9.09%) Reference Data
5 3 (6.82%) Management Information System
5 3 (6.82%) Taxonomies
6 2 (4.55%) Legacy Systems
7 1 (2.27%) Analytical Mindset
7 1 (2.27%) Life Science
7 1 (2.27%) Virtual Team
Processes & Methodologies
1 44 (100.00%) Data Modelling
2 36 (81.82%) Logical Data Model
3 21 (47.73%) Data Governance
4 16 (36.36%) Data Management
5 15 (34.09%) Data Strategy
6 12 (27.27%) Data Analysis
6 12 (27.27%) Use Case
7 11 (25.00%) Metadata Management
8 9 (20.45%) Analytics
8 9 (20.45%) Data Design
8 9 (20.45%) Domain Models
8 9 (20.45%) Master Data Management
8 9 (20.45%) Requirements Gathering
9 8 (18.18%) Architectural Patterns
9 8 (18.18%) Data Architecture
10 7 (15.91%) Business Intelligence
10 7 (15.91%) Data Engineering
10 7 (15.91%) Design Patterns
11 6 (13.64%) IT Strategy
11 6 (13.64%) Stakeholder Management
Programming Languages
1 16 (36.36%) SQL
2 1 (2.27%) Java
2 1 (2.27%) Python
2 1 (2.27%) XPath
Qualifications
1 2 (4.55%) CBAP
1 2 (4.55%) Degree
1 2 (4.55%) IIBA
2 1 (2.27%) TOGAF Certification
Quality Assurance & Compliance
1 21 (47.73%) Data Quality
2 2 (4.55%) Accessibility
3 1 (2.27%) GxP
Systems Management
1 2 (4.55%) Terraform
Vendors
1 7 (15.91%) Databricks
2 4 (9.09%) IBM
2 4 (9.09%) SAP
2 4 (9.09%) Teradata
3 2 (4.55%) Google
3 2 (4.55%) Microsoft
3 2 (4.55%) Oracle
4 1 (2.27%) Talend