Hybrid/Remote Logical Data Model Job Trends

Logical Data Model
UK > Work from Home

The table below provides summary statistics and salary benchmarking for remote or hybrid work requiring Logical Data Model skills. It covers permanent job vacancies from the 6 months leading up to 24 October 2025, with comparisons to the same periods in the previous two years.

6 months to
24 Oct 2025
Same period 2024 Same period 2023
Rank 376 451 480
Rank change year-on-year +75 +29 +272
Permanent jobs citing Logical Data Model 34 29 36
As % of all permanent jobs with remote/hybrid work options 0.21% 0.14% 0.16%
As % of the Processes & Methodologies category 0.22% 0.16% 0.16%
Number of salaries quoted 22 19 31
10th Percentile £53,750 £56,028 £53,166
25th Percentile £54,688 £63,525 £53,750
Median annual salary (50th Percentile) £65,000 £80,000 £62,500
Median % change year-on-year -18.75% +28.00% -10.71%
75th Percentile £77,500 £87,270 £98,750
90th Percentile £82,000 £95,500 £111,250
UK median annual salary £65,000 £66,650 £75,000
% change year-on-year -2.48% -11.13% +7.14%

All Process and Methodology Skills
Work from Home

Logical 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 with remote or hybrid options requiring process or methodology skills.

Permanent vacancies with a requirement for process or methodology skills 15,305 17,765 21,873
As % of all permanent jobs with a WFH option 93.62% 88.05% 95.14%
Number of salaries quoted 8,409 10,685 17,722
10th Percentile £29,750 £36,000 £37,500
25th Percentile £40,000 £46,250 £47,500
Median annual salary (50th Percentile) £57,500 £62,500 £62,500
Median % change year-on-year -8.00% - -
75th Percentile £77,500 £81,250 £81,000
90th Percentile £100,000 £100,000 £97,500
UK median annual salary £54,625 £60,000 £60,000
% change year-on-year -8.96% - -

Logical Data Model
Job Vacancy Trend for Remote/Hybrid Jobs

Historical trend showing the proportion of permanent IT job postings citing Logical Data Model and offering remote or hybrid work options relative to all permanent IT jobs advertised.

Logical Data Model job vacancy trend for remote/hybrid jobs

Logical Data Model
Salary Trend for Remote/Hybrid Jobs

Salary distribution trend for jobs with remote/hybrid work options citing Logical Data Model.

Salary distribution trend for jobs with remote/hybrid work options citing Logical Data Model

Logical Data Model
Salary Histogram for Remote/Hybrid Jobs

Salary distribution for jobs with remote/hybrid work options citing Logical Data Model over the 6 months to 24 October 2025.

Logical Data Model salary histogram for jobs with remote/hybrid work options

Logical Data Model
Co-Occurring Skills & Capabilities in Remote/Hybrid Jobs by Category

The following tables expand on the one above by listing co-occurrences grouped by category. They cover the same employment type, locality and period, with up to 20 co-occurrences shown in each category:

Business Applications
1 4 (11.76%) Sparx Enterprise Architect
2 2 (5.88%) Dynamics CRM
2 2 (5.88%) Dynamics GP
Cloud Services
1 14 (41.18%) SaaS
2 13 (38.24%) Azure
3 9 (26.47%) Snowflake
4 5 (14.71%) Power Platform
5 4 (11.76%) Azure Data Factory
6 2 (5.88%) Amazon S3
6 2 (5.88%) AWS
6 2 (5.88%) AWS Lambda
6 2 (5.88%) Lucidchart
6 2 (5.88%) Serverless
7 1 (2.94%) Azure Cosmos DB
7 1 (2.94%) Azure Synapse Analytics
7 1 (2.94%) Azure Table
7 1 (2.94%) dbt
7 1 (2.94%) IaaS
7 1 (2.94%) Microsoft Purview
7 1 (2.94%) PaaS
Database & Business Intelligence
1 15 (44.12%) Data Warehouse
2 14 (41.18%) Data Lake
3 7 (20.59%) Metadata
4 5 (14.71%) Power BI
5 2 (5.88%) Amazon RDS
5 2 (5.88%) Amazon Redshift
6 1 (2.94%) Data Vault
6 1 (2.94%) Snowflake Schema
6 1 (2.94%) SQL Server
Development Applications
1 11 (32.35%) ERwin
2 10 (29.41%) ER Studio
3 3 (8.82%) JIRA
General
1 18 (52.94%) Finance
2 8 (23.53%) Analytical Skills
3 7 (20.59%) Inclusion and Diversity
4 6 (17.65%) Social Skills
5 5 (14.71%) Public Sector
6 2 (5.88%) Law
7 1 (2.94%) Influencing Skills
7 1 (2.94%) Legal
7 1 (2.94%) Police
7 1 (2.94%) Presentation Skills
Job Titles
1 11 (32.35%) Senior
2 10 (29.41%) Data Engineer
3 9 (26.47%) Data Modeller
3 9 (26.47%) Lead
4 7 (20.59%) Senior Data Engineer
5 4 (11.76%) Lead Data Engineer
6 3 (8.82%) Architect
6 3 (8.82%) Data Architect
7 2 (5.88%) Head of Business Intelligence
7 2 (5.88%) Technical Leader
8 1 (2.94%) Administrator
8 1 (2.94%) Azure Architect
8 1 (2.94%) Azure Data Architect
8 1 (2.94%) Consultant
8 1 (2.94%) Data Consultant
8 1 (2.94%) DBA
8 1 (2.94%) Senior DBA
8 1 (2.94%) Senior SQL DBA
8 1 (2.94%) SQL DBA
Libraries, Frameworks & Software Standards
1 3 (8.82%) EDI
2 2 (5.88%) JSON
2 2 (5.88%) XML
Miscellaneous
1 2 (5.88%) Management Information System
1 2 (5.88%) Taxonomies
2 1 (2.94%) Clustering
2 1 (2.94%) Data Fabric
2 1 (2.94%) Data Structures
2 1 (2.94%) Hybrid Cloud
Processes & Methodologies
1 34 (100.00%) Data Modelling
2 27 (79.41%) Physical Data Model
3 24 (70.59%) Agile
3 24 (70.59%) Coaching
4 18 (52.94%) Data Architecture
5 17 (50.00%) Mentoring
6 16 (47.06%) Data Engineering
6 16 (47.06%) Data Integration
6 16 (47.06%) ETL
7 14 (41.18%) Data Governance
8 13 (38.24%) Clean Code
8 13 (38.24%) Data Science
8 13 (38.24%) SDLC
9 12 (35.29%) UML
10 9 (26.47%) Analytics
10 9 (26.47%) Asset Management
10 9 (26.47%) Data Strategy
11 7 (20.59%) Data Management
12 5 (14.71%) Business Intelligence
12 5 (14.71%) TOGAF
Programming Languages
1 26 (76.47%) SQL
2 10 (29.41%) Python
3 2 (5.88%) PowerShell
Qualifications
1 3 (8.82%) CITP
1 3 (8.82%) Degree
1 3 (8.82%) Security Cleared
2 2 (5.88%) SC Cleared
Quality Assurance & Compliance
1 2 (5.88%) Data Quality
Vendors
1 14 (41.18%) Databricks
2 4 (11.76%) Sparx
3 3 (8.82%) Microsoft
4 2 (5.88%) Sage
4 2 (5.88%) SAP
5 1 (2.94%) BiZZdesign