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 13 March 2026, with comparisons to the same periods in the previous two years.

6 months to
13 Mar 2026
Same period 2025 Same period 2024
Rank 342 387 504
Rank change year-on-year +45 +117 +152
Permanent jobs citing Logical Data Model 44 21 54
As % of all permanent jobs with remote/hybrid work options 0.26% 0.15% 0.18%
As % of the Processes & Methodologies category 0.31% 0.16% 0.20%
Number of salaries quoted 32 14 41
10th Percentile £57,500 - £53,750
25th Percentile £61,250 £56,809 £56,809
Median annual salary (50th Percentile) £65,000 £61,206 £75,000
Median % change year-on-year +6.20% -18.39% +9.17%
75th Percentile £80,313 £91,193 £95,000
90th Percentile £115,000 £113,125 £111,250
UK median annual salary £68,250 £67,500 £85,000
% change year-on-year +1.11% -20.59% +21.43%

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 14,265 13,196 27,525
As % of all permanent jobs with a WFH option 85.18% 95.34% 92.09%
Number of salaries quoted 9,356 8,763 22,811
10th Percentile £31,250 £34,411 £34,000
25th Percentile £42,500 £46,250 £42,500
Median annual salary (50th Percentile) £60,000 £62,500 £57,500
Median % change year-on-year -4.00% +8.70% -8.00%
75th Percentile £80,000 £81,250 £75,772
90th Percentile £100,000 £102,700 £95,000
UK median annual salary £55,000 £60,000 £55,000
% change year-on-year -8.33% +9.09% -11.41%

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 13 March 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 (11.36%) CMS
2 1 (2.27%) Apache Airflow
Cloud Services
1 15 (34.09%) SaaS
2 14 (31.82%) Azure
3 11 (25.00%) Snowflake
4 5 (11.36%) AWS
4 5 (11.36%) Power Platform
5 3 (6.82%) Azure Data Factory
5 3 (6.82%) dbt
5 3 (6.82%) Microsoft Purview
6 2 (4.55%) GCP
7 1 (2.27%) Azure Cosmos DB
7 1 (2.27%) Azure DevOps
7 1 (2.27%) Azure Synapse Analytics
7 1 (2.27%) Azure Table
7 1 (2.27%) Collibra
7 1 (2.27%) Fivetran
7 1 (2.27%) IaaS
7 1 (2.27%) Microsoft 365
7 1 (2.27%) PaaS
Database & Business Intelligence
1 19 (43.18%) Data Warehouse
2 15 (34.09%) Data Lake
3 12 (27.27%) Metadata
4 5 (11.36%) Power BI
5 3 (6.82%) NoSQL
6 2 (4.55%) Data Vault
6 2 (4.55%) DynamoDB
6 2 (4.55%) Relational Database
6 2 (4.55%) Snowflake Schema
7 1 (2.27%) Big Data
7 1 (2.27%) BusinessObjects
7 1 (2.27%) SQL Server
7 1 (2.27%) SQL Server Integration Services
7 1 (2.27%) Tableau
Development Applications
1 7 (15.91%) ER Studio
1 7 (15.91%) ERwin
General
1 23 (52.27%) Finance
2 15 (34.09%) Analytical Skills
3 10 (22.73%) Social Skills
4 7 (15.91%) Inclusion and Diversity
5 5 (11.36%) Back Office
5 5 (11.36%) Law
5 5 (11.36%) Public Sector
6 1 (2.27%) Banking
6 1 (2.27%) Financial Institution
6 1 (2.27%) Influencing Skills
6 1 (2.27%) Legal
Job Titles
1 16 (36.36%) Architect
1 16 (36.36%) Senior
2 14 (31.82%) Data Engineer
3 13 (29.55%) Senior Data Engineer
4 11 (25.00%) Data Architect
5 9 (20.45%) Data Modeller
6 5 (11.36%) Analyst
6 5 (11.36%) Data Integration Architect
6 5 (11.36%) Integration Architect
6 5 (11.36%) Solutions Architect
7 4 (9.09%) Enterprise Solutions Architect
8 3 (6.82%) Business Analyst
8 3 (6.82%) Senior Analyst
9 2 (4.55%) Data Analyst
9 2 (4.55%) Senior Business Analyst
10 1 (2.27%) Banking Analyst
10 1 (2.27%) Banking Business Analyst
10 1 (2.27%) Senior Data Analyst
10 1 (2.27%) Software Analyst
10 1 (2.27%) Technical Solutions Architect
Miscellaneous
1 3 (6.82%) Data Structures
2 1 (2.27%) Analytical Mindset
2 1 (2.27%) Data Fabric
2 1 (2.27%) Hybrid Cloud
2 1 (2.27%) Legacy Systems
2 1 (2.27%) Management Information System
2 1 (2.27%) Product Ownership
Processes & Methodologies
1 44 (100.00%) Data Modelling
2 41 (93.18%) Physical Data Model
3 35 (79.55%) Agile
4 23 (52.27%) Coaching
4 23 (52.27%) Data Integration
5 20 (45.45%) Data Architecture
6 16 (36.36%) SDLC
7 15 (34.09%) Data Engineering
7 15 (34.09%) Data Governance
7 15 (34.09%) Data Science
7 15 (34.09%) ETL
8 14 (31.82%) Clean Code
8 14 (31.82%) Mentoring
9 13 (29.55%) Data Strategy
9 13 (29.55%) UML
10 11 (25.00%) Analytics
11 10 (22.73%) Technical Architecture
12 9 (20.45%) Asset Management
13 8 (18.18%) AI
14 7 (15.91%) Machine Learning
Programming Languages
1 23 (52.27%) SQL
2 10 (22.73%) Python
3 1 (2.27%) R
Qualifications
1 7 (15.91%) Degree
2 6 (13.64%) Security Cleared
3 5 (11.36%) Computer Science Degree
3 5 (11.36%) SC Cleared
4 1 (2.27%) CBAP
4 1 (2.27%) IIBA
Quality Assurance & Compliance
1 7 (15.91%) Data Quality
2 1 (2.27%) GDPR
Vendors
1 16 (36.36%) Databricks
2 3 (6.82%) Microsoft
3 1 (2.27%) Alteryx
3 1 (2.27%) Informatica
3 1 (2.27%) MuleSoft
3 1 (2.27%) Oracle
3 1 (2.27%) Salesforce
3 1 (2.27%) SAP
3 1 (2.27%) TOWER Software