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 27 January 2026, with comparisons to the same periods in the previous two years.

6 months to
27 Jan 2026
Same period 2025 Same period 2024
Rank 319 410 470
Rank change year-on-year +91 +60 +181
Permanent jobs citing Logical Data Model 51 30 48
As % of all permanent jobs with remote/hybrid work options 0.33% 0.18% 0.19%
As % of the Processes & Methodologies category 0.38% 0.20% 0.20%
Number of salaries quoted 35 18 38
10th Percentile £53,750 - £51,750
25th Percentile £58,125 £56,809 £53,750
Median annual salary (50th Percentile) £65,000 £73,340 £61,206
Median % change year-on-year -11.37% +19.82% -5.84%
75th Percentile £80,625 £96,250 £92,500
90th Percentile £115,000 £105,625 £111,250
UK median annual salary £65,000 £63,500 £75,000
% change year-on-year +2.36% -15.33% +8.14%

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 13,571 15,317 24,005
As % of all permanent jobs with a WFH option 86.79% 94.32% 92.95%
Number of salaries quoted 8,623 9,003 19,732
10th Percentile £30,000 £36,250 £35,000
25th Percentile £42,500 £47,500 £43,750
Median annual salary (50th Percentile) £60,000 £62,500 £60,000
Median % change year-on-year -4.00% +4.17% -4.00%
75th Percentile £80,000 £82,500 £77,500
90th Percentile £100,000 £102,500 £96,250
UK median annual salary £55,000 £60,000 £57,500
% change year-on-year -8.33% +4.35% -8.00%

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 27 January 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 (9.80%) CMS
Cloud Services
1 21 (41.18%) SaaS
2 20 (39.22%) Azure
3 15 (29.41%) Snowflake
4 6 (11.76%) Power Platform
5 5 (9.80%) Azure Data Factory
6 4 (7.84%) AWS
7 3 (5.88%) Microsoft Purview
8 2 (3.92%) dbt
9 1 (1.96%) Amazon S3
9 1 (1.96%) AWS Lambda
9 1 (1.96%) Azure Cosmos DB
9 1 (1.96%) Azure DevOps
9 1 (1.96%) Azure Synapse Analytics
9 1 (1.96%) Azure Table
9 1 (1.96%) Collibra
9 1 (1.96%) GCP
9 1 (1.96%) IaaS
9 1 (1.96%) Lucidchart
9 1 (1.96%) PaaS
9 1 (1.96%) Serverless
Database & Business Intelligence
1 25 (49.02%) Data Warehouse
2 21 (41.18%) Data Lake
3 10 (19.61%) Metadata
4 6 (11.76%) Power BI
5 2 (3.92%) Data Vault
5 2 (3.92%) DynamoDB
5 2 (3.92%) NoSQL
5 2 (3.92%) Relational Database
5 2 (3.92%) Snowflake Schema
6 1 (1.96%) Amazon RDS
6 1 (1.96%) Amazon Redshift
6 1 (1.96%) Tableau
Development Applications
1 13 (25.49%) ER Studio
2 12 (23.53%) ERwin
General
1 28 (54.90%) Finance
2 20 (39.22%) Analytical Skills
3 13 (25.49%) Social Skills
4 5 (9.80%) Back Office
4 5 (9.80%) Inclusion and Diversity
4 5 (9.80%) Public Sector
5 3 (5.88%) Law
6 1 (1.96%) Legal
Job Titles
1 20 (39.22%) Senior
2 17 (33.33%) Data Engineer
3 16 (31.37%) Senior Data Engineer
4 14 (27.45%) Data Modeller
5 12 (23.53%) Architect
6 7 (13.73%) Data Architect
7 5 (9.80%) Data Integration Architect
7 5 (9.80%) Integration Architect
7 5 (9.80%) Solutions Architect
8 4 (7.84%) Enterprise Solutions Architect
9 3 (5.88%) Analyst
9 3 (5.88%) Lead
10 2 (3.92%) Data Analyst
10 2 (3.92%) Technical Leader
11 1 (1.96%) Azure Architect
11 1 (1.96%) Senior Analyst
11 1 (1.96%) Senior Data Analyst
11 1 (1.96%) Software Analyst
11 1 (1.96%) Technical Architect
11 1 (1.96%) Technical Solutions Architect
Libraries, Frameworks & Software Standards
1 2 (3.92%) JSON
1 2 (3.92%) XML
Miscellaneous
1 3 (5.88%) Data Structures
2 2 (3.92%) Management Information System
3 1 (1.96%) Analytical Mindset
3 1 (1.96%) Hybrid Cloud
3 1 (1.96%) Product Ownership
Processes & Methodologies
1 51 (100.00%) Data Modelling
2 49 (96.08%) Physical Data Model
3 41 (80.39%) Agile
4 36 (70.59%) Coaching
5 30 (58.82%) Data Integration
6 23 (45.10%) ETL
7 22 (43.14%) Data Architecture
7 22 (43.14%) Data Engineering
7 22 (43.14%) Mentoring
8 20 (39.22%) Clean Code
8 20 (39.22%) Data Science
8 20 (39.22%) SDLC
9 19 (37.25%) Data Governance
10 18 (35.29%) UML
11 15 (29.41%) Data Strategy
12 14 (27.45%) Asset Management
13 13 (25.49%) Analytics
14 8 (15.69%) AI
15 7 (13.73%) Machine Learning
15 7 (13.73%) Technical Architecture
Programming Languages
1 36 (70.59%) SQL
2 16 (31.37%) Python
3 2 (3.92%) PowerShell
Qualifications
1 6 (11.76%) Security Cleared
2 5 (9.80%) SC Cleared
3 4 (7.84%) Degree
4 2 (3.92%) Computer Science Degree
Quality Assurance & Compliance
1 5 (9.80%) Data Quality
Vendors
1 22 (43.14%) Databricks
2 3 (5.88%) Microsoft
3 2 (3.92%) SAP
4 1 (1.96%) Informatica