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 31 December 2025, with comparisons to the same periods in the previous two years.

6 months to
31 Dec 2025
Same period 2024 Same period 2023
Rank 330 421 432
Rank change year-on-year +91 +11 +246
Permanent jobs citing Logical Data Model 48 30 43
As % of all permanent jobs with remote/hybrid work options 0.32% 0.18% 0.21%
As % of the Processes & Methodologies category 0.36% 0.19% 0.22%
Number of salaries quoted 34 19 33
10th Percentile £53,750 - -
25th Percentile £57,813 £56,809 £53,750
Median annual salary (50th Percentile) £66,250 £62,500 £61,206
Median % change year-on-year +6.00% +2.11% -5.84%
75th Percentile £82,500 £89,885 £90,000
90th Percentile £115,000 £101,750 £111,250
UK median annual salary £75,000 £63,500 £72,500
% change year-on-year +18.11% -12.41% +11.54%

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 13,414 15,924 19,130
As % of all permanent jobs with a WFH option 88.55% 93.02% 94.08%
Number of salaries quoted 8,496 9,556 15,380
10th Percentile £30,000 £36,250 £36,250
25th Percentile £41,250 £46,250 £46,250
Median annual salary (50th Percentile) £59,000 £62,500 £60,000
Median % change year-on-year -5.60% +4.17% -4.00%
75th Percentile £80,000 £81,250 £80,000
90th Percentile £100,000 £100,000 £97,500
UK median annual salary £55,000 £60,000 £60,000
% change year-on-year -8.33% - -4.00%

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 31 December 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 5 (10.42%) CMS
Cloud Services
1 20 (41.67%) SaaS
2 17 (35.42%) Azure
3 14 (29.17%) Snowflake
4 5 (10.42%) Azure Data Factory
5 4 (8.33%) AWS
5 4 (8.33%) Power Platform
6 2 (4.17%) Amazon S3
6 2 (4.17%) AWS Lambda
6 2 (4.17%) dbt
6 2 (4.17%) Lucidchart
6 2 (4.17%) Serverless
7 1 (2.08%) Azure Cosmos DB
7 1 (2.08%) Azure Synapse Analytics
7 1 (2.08%) Azure Table
7 1 (2.08%) IaaS
7 1 (2.08%) Microsoft Purview
7 1 (2.08%) PaaS
Database & Business Intelligence
1 22 (45.83%) Data Warehouse
2 20 (41.67%) Data Lake
3 9 (18.75%) Metadata
4 4 (8.33%) Power BI
5 2 (4.17%) Amazon RDS
5 2 (4.17%) Amazon Redshift
5 2 (4.17%) Data Vault
5 2 (4.17%) DynamoDB
5 2 (4.17%) NoSQL
5 2 (4.17%) Relational Database
5 2 (4.17%) Snowflake Schema
Development Applications
1 14 (29.17%) ER Studio
2 12 (25.00%) ERwin
General
1 26 (54.17%) Finance
2 18 (37.50%) Analytical Skills
3 12 (25.00%) Social Skills
4 6 (12.50%) Inclusion and Diversity
4 6 (12.50%) Public Sector
5 5 (10.42%) Back Office
6 4 (8.33%) Law
Job Titles
1 16 (33.33%) Data Engineer
1 16 (33.33%) Senior
2 14 (29.17%) Data Modeller
3 13 (27.08%) Senior Data Engineer
4 12 (25.00%) Architect
5 7 (14.58%) Data Architect
6 5 (10.42%) Data Integration Architect
6 5 (10.42%) Integration Architect
6 5 (10.42%) Lead
6 5 (10.42%) Solutions Architect
7 4 (8.33%) Enterprise Solutions Architect
8 3 (6.25%) Lead Data Engineer
9 2 (4.17%) Technical Leader
10 1 (2.08%) Analyst
10 1 (2.08%) Azure Architect
10 1 (2.08%) Azure Data Architect
10 1 (2.08%) Business Analyst
10 1 (2.08%) Software Analyst
10 1 (2.08%) Technical Architect
10 1 (2.08%) Technical Solutions Architect
Libraries, Frameworks & Software Standards
1 2 (4.17%) JSON
1 2 (4.17%) XML
Miscellaneous
1 3 (6.25%) Data Structures
2 2 (4.17%) Management Information System
3 1 (2.08%) Hybrid Cloud
3 1 (2.08%) Product Ownership
Processes & Methodologies
1 48 (100.00%) Data Modelling
2 45 (93.75%) Physical Data Model
3 39 (81.25%) Agile
4 34 (70.83%) Coaching
5 29 (60.42%) Data Integration
6 21 (43.75%) Data Architecture
6 21 (43.75%) Data Engineering
6 21 (43.75%) ETL
7 20 (41.67%) Mentoring
8 19 (39.58%) Clean Code
8 19 (39.58%) Data Science
8 19 (39.58%) SDLC
9 18 (37.50%) Data Governance
9 18 (37.50%) UML
10 15 (31.25%) Data Strategy
11 14 (29.17%) Asset Management
12 12 (25.00%) Analytics
13 7 (14.58%) Technical Architecture
14 6 (12.50%) AI
14 6 (12.50%) Machine Learning
Programming Languages
1 33 (68.75%) SQL
2 14 (29.17%) Python
3 2 (4.17%) PowerShell
Qualifications
1 6 (12.50%) SC Cleared
1 6 (12.50%) Security Cleared
2 5 (10.42%) Degree
3 2 (4.17%) Computer Science Degree
Quality Assurance & Compliance
1 3 (6.25%) Data Quality
Vendors
1 20 (41.67%) Databricks
2 2 (4.17%) Microsoft
2 2 (4.17%) SAP