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 23 November 2025, with comparisons to the same periods in the previous two years.

6 months to
23 Nov 2025
Same period 2024 Same period 2023
Rank 339 435 445
Rank change year-on-year +96 +10 +272
Permanent jobs citing Logical Data Model 39 35 45
As % of all permanent jobs with remote/hybrid work options 0.26% 0.17% 0.21%
As % of the Processes & Methodologies category 0.28% 0.19% 0.22%
Number of salaries quoted 28 25 33
10th Percentile £53,750 - £52,633
25th Percentile £56,563 £56,809 £53,750
Median annual salary (50th Percentile) £63,750 £80,000 £62,500
Median % change year-on-year -20.31% +28.00% -10.71%
75th Percentile £77,500 £87,270 £97,500
90th Percentile £89,250 £97,500 £111,250
UK median annual salary £65,000 £63,500 £75,000
% change year-on-year +2.36% -15.33% +13.64%

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 13,868 18,074 20,283
As % of all permanent jobs with a WFH option 91.21% 89.24% 94.95%
Number of salaries quoted 8,727 10,941 16,424
10th Percentile £29,500 £36,250 £36,500
25th Percentile £40,000 £46,250 £46,306
Median annual salary (50th Percentile) £57,500 £62,500 £62,500
Median % change year-on-year -8.00% - -
75th Percentile £77,500 £81,250 £80,070
90th Percentile £97,500 £100,000 £97,500
UK median annual salary £55,000 £60,000 £60,000
% change year-on-year -8.33% - -

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 23 November 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:

Application Platforms
1 2 (5.13%) CMS
Business Applications
1 2 (5.13%) Sparx Enterprise Architect
Cloud Services
1 19 (48.72%) SaaS
2 14 (35.90%) Azure
3 10 (25.64%) Snowflake
4 5 (12.82%) Azure Data Factory
5 4 (10.26%) Power Platform
6 2 (5.13%) Amazon S3
6 2 (5.13%) AWS
6 2 (5.13%) AWS Lambda
6 2 (5.13%) dbt
6 2 (5.13%) Lucidchart
6 2 (5.13%) Serverless
7 1 (2.56%) Azure Cosmos DB
7 1 (2.56%) Azure Synapse Analytics
7 1 (2.56%) Azure Table
7 1 (2.56%) IaaS
7 1 (2.56%) Microsoft Purview
7 1 (2.56%) PaaS
Database & Business Intelligence
1 21 (53.85%) Data Warehouse
2 19 (48.72%) Data Lake
3 6 (15.38%) Metadata
4 4 (10.26%) Power BI
5 2 (5.13%) Amazon RDS
5 2 (5.13%) Amazon Redshift
5 2 (5.13%) Data Vault
5 2 (5.13%) Snowflake Schema
6 1 (2.56%) SQL Server
Development Applications
1 10 (25.64%) ER Studio
2 9 (23.08%) ERwin
3 1 (2.56%) JIRA
General
1 22 (56.41%) Finance
2 11 (28.21%) Analytical Skills
3 10 (25.64%) Social Skills
4 5 (12.82%) Inclusion and Diversity
4 5 (12.82%) Public Sector
5 2 (5.13%) Back Office
5 2 (5.13%) Law
6 1 (2.56%) Influencing Skills
6 1 (2.56%) Legal
6 1 (2.56%) Police
6 1 (2.56%) Presentation Skills
Job Titles
1 15 (38.46%) Data Engineer
1 15 (38.46%) Senior
2 11 (28.21%) Senior Data Engineer
3 10 (25.64%) Data Modeller
4 7 (17.95%) Lead
5 5 (12.82%) Architect
6 4 (10.26%) Lead Data Engineer
7 3 (7.69%) Data Architect
8 2 (5.13%) Data Integration Architect
8 2 (5.13%) Integration Architect
8 2 (5.13%) Solutions Architect
8 2 (5.13%) Technical Leader
9 1 (2.56%) Analyst
9 1 (2.56%) Business Analyst
9 1 (2.56%) Data Consultant
9 1 (2.56%) Senior DBA
9 1 (2.56%) Senior SQL DBA
9 1 (2.56%) Software Analyst
9 1 (2.56%) SQL DBA
9 1 (2.56%) Technical Solutions Architect
Libraries, Frameworks & Software Standards
1 2 (5.13%) JSON
1 2 (5.13%) XML
2 1 (2.56%) EDI
Miscellaneous
1 2 (5.13%) Management Information System
2 1 (2.56%) Clustering
2 1 (2.56%) Data Fabric
2 1 (2.56%) Data Structures
2 1 (2.56%) Hybrid Cloud
2 1 (2.56%) Product Ownership
Processes & Methodologies
1 39 (100.00%) Data Modelling
2 35 (89.74%) Physical Data Model
3 30 (76.92%) Agile
4 29 (74.36%) Coaching
5 23 (58.97%) Data Integration
6 21 (53.85%) Data Engineering
6 21 (53.85%) ETL
7 19 (48.72%) Mentoring
8 18 (46.15%) Clean Code
8 18 (46.15%) Data Science
8 18 (46.15%) SDLC
9 15 (38.46%) Data Architecture
10 13 (33.33%) Data Governance
10 13 (33.33%) UML
11 10 (25.64%) Analytics
11 10 (25.64%) Asset Management
12 9 (23.08%) Data Strategy
13 5 (12.82%) Metadata Management
13 5 (12.82%) Performance Tuning
13 5 (12.82%) Translating Business Requirements
Programming Languages
1 29 (74.36%) SQL
2 10 (25.64%) Python
3 2 (5.13%) PowerShell
Qualifications
1 3 (7.69%) Degree
1 3 (7.69%) Security Cleared
2 2 (5.13%) SC Cleared
3 1 (2.56%) CITP
Quality Assurance & Compliance
1 3 (7.69%) Data Quality
Vendors
1 19 (48.72%) Databricks
2 2 (5.13%) Microsoft
2 2 (5.13%) SAP
2 2 (5.13%) Sparx
3 1 (2.56%) BiZZdesign