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 22 April 2026, with comparisons to the same periods in the previous two years.

6 months to
22 Apr 2026
Same period 2025 Same period 2024
Rank 358 388 515
Rank change year-on-year +30 +127 +119
Permanent jobs citing Logical Data Model 40 16 55
As % of all permanent jobs with remote/hybrid work options 0.22% 0.12% 0.17%
As % of the Processes & Methodologies category 0.27% 0.13% 0.19%
Number of salaries quoted 32 14 42
10th Percentile £50,903 - £50,681
25th Percentile £61,250 £56,809 £56,982
Median annual salary (50th Percentile) £65,000 £61,853 £75,000
Median % change year-on-year +5.09% -17.53% +7.14%
75th Percentile £78,750 £98,125 £95,000
90th Percentile £114,000 £118,750 £105,000
UK median annual salary £75,000 £70,000 £80,000
% change year-on-year +7.14% -12.50% +6.67%

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 14,862 12,659 29,602
As % of all permanent jobs with a WFH option 83.19% 94.70% 91.47%
Number of salaries quoted 10,395 8,961 23,539
10th Percentile £32,500 £32,000 £33,750
25th Percentile £45,000 £45,000 £42,500
Median annual salary (50th Percentile) £60,000 £61,206 £57,500
Median % change year-on-year -1.97% +6.45% -8.00%
75th Percentile £80,000 £80,000 £75,000
90th Percentile £100,000 £105,000 £95,000
UK median annual salary £57,500 £60,000 £55,000
% change year-on-year -4.17% +9.09% -10.57%

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 22 April 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 (12.50%) CMS
2 1 (2.50%) Apache Airflow
Cloud Services
1 11 (27.50%) Azure
2 10 (25.00%) SaaS
3 7 (17.50%) Snowflake
4 5 (12.50%) AWS
5 4 (10.00%) Power Platform
6 2 (5.00%) Azure Data Factory
6 2 (5.00%) dbt
6 2 (5.00%) GCP
6 2 (5.00%) Microsoft Purview
7 1 (2.50%) Azure DevOps
7 1 (2.50%) Collibra
7 1 (2.50%) Fivetran
7 1 (2.50%) Microsoft 365
Database & Business Intelligence
1 13 (32.50%) Data Warehouse
1 13 (32.50%) Metadata
2 11 (27.50%) Data Lake
3 4 (10.00%) Power BI
4 3 (7.50%) NoSQL
5 2 (5.00%) DynamoDB
5 2 (5.00%) Relational Database
6 1 (2.50%) Big Data
6 1 (2.50%) BusinessObjects
6 1 (2.50%) Data Vault
6 1 (2.50%) Snowflake Schema
6 1 (2.50%) SQL Server
6 1 (2.50%) SQL Server Integration Services
6 1 (2.50%) Tableau
Development Applications
1 4 (10.00%) ER Studio
1 4 (10.00%) ERwin
General
1 17 (42.50%) Finance
2 12 (30.00%) Analytical Skills
3 11 (27.50%) Inclusion and Diversity
4 9 (22.50%) Social Skills
5 8 (20.00%) Law
6 7 (17.50%) Public Sector
7 5 (12.50%) Back Office
8 2 (5.00%) Banking
8 2 (5.00%) Financial Institution
9 1 (2.50%) Influencing Skills
9 1 (2.50%) Legal
Job Titles
1 18 (45.00%) Architect
2 14 (35.00%) Senior
3 13 (32.50%) Data Architect
4 10 (25.00%) Data Engineer
5 9 (22.50%) Senior Data Engineer
6 7 (17.50%) Analyst
7 5 (12.50%) Business Analyst
7 5 (12.50%) Data Integration Architect
7 5 (12.50%) Data Modeller
7 5 (12.50%) Integration Architect
7 5 (12.50%) Senior Analyst
7 5 (12.50%) Solutions Architect
8 4 (10.00%) Enterprise Solutions Architect
8 4 (10.00%) Senior Business Analyst
9 2 (5.00%) Banking Analyst
9 2 (5.00%) Banking Business Analyst
9 2 (5.00%) Data Analyst
9 2 (5.00%) Senior Banking Business Analyst
10 1 (2.50%) Lead
10 1 (2.50%) Snowflake Architect
Miscellaneous
1 2 (5.00%) Data Structures
1 2 (5.00%) Legacy Systems
1 2 (5.00%) Management Information System
2 1 (2.50%) Analytical Mindset
2 1 (2.50%) Data Fabric
2 1 (2.50%) Product Ownership
Processes & Methodologies
1 40 (100.00%) Data Modelling
2 35 (87.50%) Physical Data Model
3 32 (80.00%) Agile
4 18 (45.00%) Data Integration
5 17 (42.50%) Data Architecture
6 15 (37.50%) Coaching
7 14 (35.00%) SDLC
8 12 (30.00%) Data Governance
8 12 (30.00%) Technical Architecture
9 11 (27.50%) Data Engineering
9 11 (27.50%) Data Science
9 11 (27.50%) Data Strategy
9 11 (27.50%) ETL
10 10 (25.00%) Clean Code
10 10 (25.00%) Mentoring
10 10 (25.00%) UML
11 9 (22.50%) Analytics
12 8 (20.00%) Scrum
13 7 (17.50%) AI
13 7 (17.50%) Computer Science
Programming Languages
1 16 (40.00%) SQL
2 8 (20.00%) Python
3 1 (2.50%) R
Qualifications
1 9 (22.50%) Degree
2 7 (17.50%) Computer Science Degree
2 7 (17.50%) Security Cleared
3 5 (12.50%) SC Cleared
4 2 (5.00%) IIBA
5 1 (2.50%) CBAP
Quality Assurance & Compliance
1 7 (17.50%) Data Quality
2 1 (2.50%) GDPR
2 1 (2.50%) QA
Vendors
1 13 (32.50%) Databricks
2 3 (7.50%) Microsoft
3 2 (5.00%) SAP
3 2 (5.00%) TOWER Software
4 1 (2.50%) Alteryx
4 1 (2.50%) Informatica
4 1 (2.50%) MuleSoft
4 1 (2.50%) Oracle
4 1 (2.50%) Salesforce