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 3 February 2026, with comparisons to the same periods in the previous two years.

6 months to
3 Feb 2026
Same period 2025 Same period 2024
Rank 330 404 481
Rank change year-on-year +74 +77 +177
Permanent jobs citing Logical Data Model 52 29 50
As % of all permanent jobs with remote/hybrid work options 0.33% 0.18% 0.18%
As % of the Processes & Methodologies category 0.38% 0.19% 0.20%
Number of salaries quoted 36 17 40
10th Percentile £53,750 - £52,250
25th Percentile £58,438 £56,809 £53,750
Median annual salary (50th Percentile) £65,000 £62,500 £61,206
Median % change year-on-year +4.00% +2.11% -10.91%
75th Percentile £79,688 £92,500 £92,500
90th Percentile £115,000 £107,500 £96,625
UK median annual salary £66,250 £70,000 £78,750
% change year-on-year -5.36% -11.11% +12.50%

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 13,709 15,109 25,560
As % of all permanent jobs with a WFH option 86.58% 94.52% 92.80%
Number of salaries quoted 8,711 8,865 21,104
10th Percentile £30,000 £36,250 £35,000
25th Percentile £42,500 £47,500 £43,750
Median annual salary (50th Percentile) £60,000 £62,779 £58,885
Median % change year-on-year -4.43% +6.61% -5.78%
75th Percentile £80,000 £82,500 £77,500
90th Percentile £100,000 £102,500 £95,000
UK median annual salary £55,000 £60,000 £55,000
% change year-on-year -8.33% +9.09% -12.00%

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 3 February 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 (9.62%) CMS
Cloud Services
1 21 (40.38%) SaaS
2 20 (38.46%) Azure
3 15 (28.85%) Snowflake
4 6 (11.54%) Power Platform
5 5 (9.62%) AWS
5 5 (9.62%) Azure Data Factory
6 3 (5.77%) Microsoft Purview
7 2 (3.85%) dbt
8 1 (1.92%) Amazon S3
8 1 (1.92%) AWS Lambda
8 1 (1.92%) Azure Cosmos DB
8 1 (1.92%) Azure DevOps
8 1 (1.92%) Azure Synapse Analytics
8 1 (1.92%) Azure Table
8 1 (1.92%) Collibra
8 1 (1.92%) GCP
8 1 (1.92%) IaaS
8 1 (1.92%) Lucidchart
8 1 (1.92%) PaaS
8 1 (1.92%) Serverless
Database & Business Intelligence
1 25 (48.08%) Data Warehouse
2 21 (40.38%) Data Lake
3 11 (21.15%) Metadata
4 6 (11.54%) Power BI
5 2 (3.85%) Data Vault
5 2 (3.85%) DynamoDB
5 2 (3.85%) NoSQL
5 2 (3.85%) Relational Database
5 2 (3.85%) Snowflake Schema
6 1 (1.92%) Amazon RDS
6 1 (1.92%) Amazon Redshift
6 1 (1.92%) Tableau
Development Applications
1 13 (25.00%) ER Studio
2 12 (23.08%) ERwin
General
1 28 (53.85%) Finance
2 20 (38.46%) Analytical Skills
3 13 (25.00%) Social Skills
4 6 (11.54%) Inclusion and Diversity
4 6 (11.54%) Public Sector
5 5 (9.62%) Back Office
6 4 (7.69%) Law
7 1 (1.92%) Legal
Job Titles
1 20 (38.46%) Senior
2 17 (32.69%) Data Engineer
3 16 (30.77%) Senior Data Engineer
4 14 (26.92%) Data Modeller
5 13 (25.00%) Architect
6 8 (15.38%) Data Architect
7 5 (9.62%) Data Integration Architect
7 5 (9.62%) Integration Architect
7 5 (9.62%) Solutions Architect
8 4 (7.69%) Enterprise Solutions Architect
9 3 (5.77%) Analyst
9 3 (5.77%) Lead
10 2 (3.85%) Data Analyst
10 2 (3.85%) Technical Leader
11 1 (1.92%) Business Analyst
11 1 (1.92%) Senior Analyst
11 1 (1.92%) Senior Data Analyst
11 1 (1.92%) Software Analyst
11 1 (1.92%) Technical Architect
11 1 (1.92%) Technical Solutions Architect
Libraries, Frameworks & Software Standards
1 2 (3.85%) JSON
1 2 (3.85%) XML
Miscellaneous
1 3 (5.77%) Data Structures
2 2 (3.85%) Management Information System
3 1 (1.92%) Analytical Mindset
3 1 (1.92%) Hybrid Cloud
3 1 (1.92%) Product Ownership
Processes & Methodologies
1 52 (100.00%) Data Modelling
2 50 (96.15%) Physical Data Model
3 42 (80.77%) Agile
4 36 (69.23%) Coaching
5 30 (57.69%) Data Integration
6 23 (44.23%) Data Architecture
6 23 (44.23%) ETL
7 22 (42.31%) Data Engineering
7 22 (42.31%) Mentoring
8 20 (38.46%) Clean Code
8 20 (38.46%) Data Science
8 20 (38.46%) SDLC
9 19 (36.54%) Data Governance
10 18 (34.62%) UML
11 16 (30.77%) Data Strategy
12 14 (26.92%) Asset Management
13 13 (25.00%) Analytics
14 8 (15.38%) AI
14 8 (15.38%) Technical Architecture
15 7 (13.46%) Machine Learning
Programming Languages
1 36 (69.23%) SQL
2 16 (30.77%) Python
3 2 (3.85%) PowerShell
Qualifications
1 7 (13.46%) Security Cleared
2 6 (11.54%) SC Cleared
3 5 (9.62%) Degree
4 3 (5.77%) Computer Science Degree
Quality Assurance & Compliance
1 5 (9.62%) Data Quality
Vendors
1 22 (42.31%) Databricks
2 3 (5.77%) Microsoft
3 2 (3.85%) SAP
4 1 (1.92%) Informatica