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 8 May 2026, with comparisons to the same periods in the previous two years.

6 months to
8 May 2026
Same period 2025 Same period 2024
Rank 354 390 517
Rank change year-on-year +36 +127 +102
Permanent jobs citing Logical Data Model 39 15 58
As % of all permanent jobs with remote/hybrid work options 0.21% 0.11% 0.18%
As % of the Processes & Methodologies category 0.26% 0.11% 0.20%
Number of salaries quoted 31 13 45
10th Percentile £50,903 - £52,724
25th Percentile £62,500 £56,809 £57,500
Median annual salary (50th Percentile) £75,000 £61,206 £75,000
Median % change year-on-year +22.54% -18.39% +7.14%
75th Percentile £78,750 £92,500 £95,000
90th Percentile £115,000 £115,000 £105,000
UK median annual salary £77,500 £69,500 £80,000
% change year-on-year +11.51% -13.13% -

All Process & 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 15,111 13,517 29,606
As % of all permanent jobs with a WFH option 82.80% 95.05% 91.16%
Number of salaries quoted 10,669 8,801 23,474
10th Percentile £33,000 £31,250 £33,756
25th Percentile £45,000 £45,000 £42,500
Median annual salary (50th Percentile) £61,000 £60,000 £57,500
Median % change year-on-year +1.67% +4.35% -8.00%
75th Percentile £80,000 £80,000 £75,000
90th Percentile £100,000 £105,000 £95,000
UK median annual salary £60,000 £60,000 £55,000
% change year-on-year - +9.09% -10.10%

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 8 May 2026.

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 5 (12.82%) CMS
2 1 (2.56%) Apache Airflow
Cloud Services
1 11 (28.21%) Azure
2 7 (17.95%) SaaS
3 6 (15.38%) AWS
3 6 (15.38%) Snowflake
4 3 (7.69%) GCP
4 3 (7.69%) Power Platform
5 2 (5.13%) Microsoft Purview
6 1 (2.56%) Azure Data Factory
6 1 (2.56%) Azure DevOps
6 1 (2.56%) Collibra
6 1 (2.56%) dbt
6 1 (2.56%) Fivetran
6 1 (2.56%) Microsoft 365
Database & Business Intelligence
1 16 (41.03%) Metadata
2 10 (25.64%) Data Warehouse
3 9 (23.08%) Data Lake
4 3 (7.69%) NoSQL
4 3 (7.69%) Power BI
5 2 (5.13%) DynamoDB
5 2 (5.13%) Relational Database
6 1 (2.56%) Big Data
6 1 (2.56%) BusinessObjects
6 1 (2.56%) SQL Server
6 1 (2.56%) SQL Server Integration Services
6 1 (2.56%) Tableau
Development Applications
1 4 (10.26%) ER Studio
1 4 (10.26%) ERwin
General
1 14 (35.90%) Inclusion and Diversity
2 13 (33.33%) Finance
3 12 (30.77%) Analytical Skills
4 11 (28.21%) Law
4 11 (28.21%) Public Sector
5 8 (20.51%) Social Skills
6 5 (12.82%) Back Office
7 2 (5.13%) Banking
7 2 (5.13%) Financial Institution
8 1 (2.56%) Influencing Skills
8 1 (2.56%) Legal
Job Titles
1 22 (56.41%) Architect
2 17 (43.59%) Data Architect
3 12 (30.77%) Senior
4 7 (17.95%) Data Engineer
4 7 (17.95%) Senior Data Engineer
5 6 (15.38%) Analyst
6 5 (12.82%) Data Integration Architect
6 5 (12.82%) Integration Architect
6 5 (12.82%) Senior Analyst
6 5 (12.82%) Solutions Architect
7 4 (10.26%) Business Analyst
7 4 (10.26%) Data Modeller
7 4 (10.26%) Enterprise Solutions Architect
7 4 (10.26%) Senior Business Analyst
8 2 (5.13%) Banking Analyst
8 2 (5.13%) Banking Business Analyst
8 2 (5.13%) Data Analyst
8 2 (5.13%) Senior Banking Business Analyst
9 1 (2.56%) Lead Architect
9 1 (2.56%) Lead Data Architect
Miscellaneous
1 2 (5.13%) Analytical Mindset
1 2 (5.13%) Data Structures
1 2 (5.13%) Legacy Systems
1 2 (5.13%) Management Information System
2 1 (2.56%) Cloud Native
2 1 (2.56%) Data Fabric
Processes & Methodologies
1 39 (100.00%) Data Modelling
2 35 (89.74%) Physical Data Model
3 32 (82.05%) Agile
4 20 (51.28%) Data Architecture
5 16 (41.03%) Data Integration
6 15 (38.46%) Data Strategy
6 15 (38.46%) Technical Architecture
7 12 (30.77%) Coaching
7 12 (30.77%) Data Governance
8 11 (28.21%) SDLC
9 10 (25.64%) Community of Practice
9 10 (25.64%) Computer Science
9 10 (25.64%) Scrum
9 10 (25.64%) Technology Strategy
10 9 (23.08%) Analytics
10 9 (23.08%) Data Engineering
10 9 (23.08%) ETL
10 9 (23.08%) UML
11 8 (20.51%) Data Science
11 8 (20.51%) Mentoring
Programming Languages
1 14 (35.90%) SQL
2 9 (23.08%) Python
3 1 (2.56%) Java
3 1 (2.56%) R
3 1 (2.56%) Scala
Qualifications
1 12 (30.77%) Degree
2 10 (25.64%) Computer Science Degree
3 8 (20.51%) Security Cleared
4 6 (15.38%) SC Cleared
5 2 (5.13%) IIBA
6 1 (2.56%) CBAP
Quality Assurance & Compliance
1 7 (17.95%) Data Quality
2 1 (2.56%) GDPR
2 1 (2.56%) QA
Vendors
1 10 (25.64%) Databricks
2 2 (5.13%) Microsoft
2 2 (5.13%) SAP
2 2 (5.13%) TOWER Software
3 1 (2.56%) Alteryx
3 1 (2.56%) Google
3 1 (2.56%) Informatica
3 1 (2.56%) MuleSoft
3 1 (2.56%) Oracle
3 1 (2.56%) Salesforce