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 5 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
5 May 2024
Same period 2023 Same period 2022
Rank 542 631 713
Rank change year-on-year +89 +82 -156
Permanent jobs citing Physical Data Model 43 28 121
As % of all permanent jobs with a WFH option 0.13% 0.066% 0.18%
As % of the Processes & Methodologies category 0.14% 0.069% 0.18%
Number of salaries quoted 37 24 96
10th Percentile £51,936 £51,816 £51,250
25th Percentile £56,809 £61,188 £55,000
Median annual salary (50th Percentile) £69,000 £80,000 £75,000
Median % change year-on-year -13.75% +6.67% -6.25%
75th Percentile £90,000 £102,188 £83,750
90th Percentile £108,000 £108,375 £97,500
UK median annual salary £80,000 £68,750 £75,000
% change year-on-year +16.36% -8.33% -3.23%

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 30,949 40,734 65,929
As % of all permanent jobs with a WFH option 91.59% 96.10% 96.90%
Number of salaries quoted 23,494 28,287 41,473
10th Percentile £33,750 £37,500 £36,250
25th Percentile £42,500 £47,500 £45,617
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 £61,500 £60,000
% change year-on-year -10.57% +2.50% +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 5 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 6 (13.95%) SAS
2 5 (11.63%) Confluence
3 2 (4.65%) Apache
3 2 (4.65%) Apache Solr
3 2 (4.65%) Apache Spark
Applications
1 2 (4.65%) Microsoft Excel
1 2 (4.65%) Microsoft Office
1 2 (4.65%) Microsoft PowerPoint
1 2 (4.65%) MS Visio
Business Applications
1 1 (2.33%) Oracle EBS
Cloud Services
1 16 (37.21%) Azure
2 8 (18.60%) Azure Data Factory
3 7 (16.28%) AWS
4 5 (11.63%) GCP
4 5 (11.63%) Microsoft Purview
5 4 (9.30%) Power Platform
6 3 (6.98%) Azure Synapse Analytics
7 2 (4.65%) Azure DevOps
7 2 (4.65%) dbt
7 2 (4.65%) Figma
7 2 (4.65%) Snowflake
Database & Business Intelligence
1 10 (23.26%) Metadata
2 8 (18.60%) NoSQL
2 8 (18.60%) RDBMS
2 8 (18.60%) Relational Database
3 7 (16.28%) Data Warehouse
4 6 (13.95%) Data Lake
5 4 (9.30%) Power BI
6 3 (6.98%) BigQuery
6 3 (6.98%) Semantic Layer
6 3 (6.98%) SQL Server
7 2 (4.65%) Amazon Redshift
7 2 (4.65%) Azure SQL Data Warehouse
7 2 (4.65%) Data Mart
7 2 (4.65%) Elasticsearch
7 2 (4.65%) OLAP
8 1 (2.33%) Data Vault
8 1 (2.33%) Metadata Repository
8 1 (2.33%) SAS EBI
8 1 (2.33%) Snowflake Schema
8 1 (2.33%) Star Schema
Development Applications
1 7 (16.28%) ERwin
2 5 (11.63%) JIRA
3 2 (4.65%) Balsamiq
3 2 (4.65%) ER Studio
General
1 10 (23.26%) Social Skills
2 9 (20.93%) Finance
3 7 (16.28%) Analytical Skills
3 7 (16.28%) Banking
3 7 (16.28%) Inclusion and Diversity
4 3 (6.98%) Retail
5 1 (2.33%) Legal
5 1 (2.33%) Local Government
5 1 (2.33%) Organisational Skills
5 1 (2.33%) Pharmaceutical
5 1 (2.33%) Publishing
Job Titles
1 19 (44.19%) Senior
2 15 (34.88%) Architect
2 15 (34.88%) Data Architect
3 9 (20.93%) Analyst
4 8 (18.60%) Data Modeller
5 7 (16.28%) Data Analyst
6 6 (13.95%) Banking Analyst
6 6 (13.95%) Domain Architect
6 6 (13.95%) Governance Analyst
6 6 (13.95%) Senior Analyst
6 6 (13.95%) Senior Architect
6 6 (13.95%) Senior Data Architect
6 6 (13.95%) Senior Data Modeller
7 3 (6.98%) Data Engineer
7 3 (6.98%) Lead
8 2 (4.65%) Business Analyst
8 2 (4.65%) Enterprise Architect
8 2 (4.65%) Enterprise Data Architect
8 2 (4.65%) Head of Business Intelligence
8 2 (4.65%) Talend Developer
Libraries, Frameworks & Software Standards
1 3 (6.98%) PySpark
1 3 (6.98%) REST
2 2 (4.65%) ActiveMQ
2 2 (4.65%) Apache Camel
2 2 (4.65%) JSON
2 2 (4.65%) Lucene
2 2 (4.65%) Regular Expression
2 2 (4.65%) XML
3 1 (2.33%) Oracle Fusion
Miscellaneous
1 8 (18.60%) Onboarding
2 6 (13.95%) Public Cloud
3 5 (11.63%) Data Structures
3 5 (11.63%) Greenfield Project
4 4 (9.30%) Reference Data
5 3 (6.98%) Management Information System
5 3 (6.98%) Taxonomies
6 2 (4.65%) Legacy Systems
7 1 (2.33%) Analytical Mindset
7 1 (2.33%) Life Science
7 1 (2.33%) Virtual Team
Processes & Methodologies
1 43 (100.00%) Data Modelling
2 35 (81.40%) Logical Data Model
3 18 (41.86%) Data Governance
4 17 (39.53%) Data Strategy
5 13 (30.23%) Data Management
6 9 (20.93%) Analytics
6 9 (20.93%) Data Analysis
6 9 (20.93%) Data Design
6 9 (20.93%) Master Data Management
7 8 (18.60%) Architectural Patterns
7 8 (18.60%) Data Architecture
7 8 (18.60%) Design Patterns
7 8 (18.60%) Metadata Management
7 8 (18.60%) Use Case
8 7 (16.28%) Business Intelligence
8 7 (16.28%) Data Engineering
8 7 (16.28%) Stakeholder Management
9 6 (13.95%) Coaching
9 6 (13.95%) Domain Models
9 6 (13.95%) Mentoring
Programming Languages
1 14 (32.56%) SQL
2 2 (4.65%) Java
2 2 (4.65%) XPath
3 1 (2.33%) Python
Qualifications
1 2 (4.65%) CBAP
1 2 (4.65%) Degree
1 2 (4.65%) IIBA
2 1 (2.33%) TOGAF Certification
Quality Assurance & Compliance
1 18 (41.86%) Data Quality
2 2 (4.65%) Accessibility
3 1 (2.33%) GxP
Systems Management
1 1 (2.33%) Terraform
Vendors
1 7 (16.28%) Databricks
2 5 (11.63%) IBM
2 5 (11.63%) SAP
2 5 (11.63%) Teradata
3 2 (4.65%) Google
3 2 (4.65%) Microsoft
3 2 (4.65%) Oracle
3 2 (4.65%) Talend