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

6 months to
31 Mar 2026
Same period 2025 Same period 2024
Rank 346 378 509
Rank change year-on-year +32 +131 +138
Permanent jobs citing Logical Data Model 43 19 54
As % of all permanent jobs with remote/hybrid work options 0.26% 0.15% 0.17%
As % of the Processes & Methodologies category 0.31% 0.16% 0.19%
Number of salaries quoted 33 14 41
10th Percentile £52,222 - £52,500
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% +7.14%
75th Percentile £78,750 £91,193 £95,000
90th Percentile £115,000 £113,125 £111,250
UK median annual salary £70,000 £70,000 £80,000
% change year-on-year - -12.50% +14.29%

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 13,978 12,164 28,463
As % of all permanent jobs with a WFH option 83.76% 94.81% 91.69%
Number of salaries quoted 9,715 8,801 23,226
10th Percentile £31,250 £32,500 £33,784
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 £75,000
90th Percentile £100,000 £105,000 £95,000
UK median annual salary £55,000 £60,000 £55,000
% change year-on-year -8.33% +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 31 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 (11.63%) CMS
2 1 (2.33%) Apache Airflow
Cloud Services
1 13 (30.23%) Azure
1 13 (30.23%) SaaS
2 9 (20.93%) Snowflake
3 5 (11.63%) AWS
3 5 (11.63%) Power Platform
4 4 (9.30%) Azure Data Factory
5 3 (6.98%) dbt
5 3 (6.98%) Microsoft Purview
6 2 (4.65%) GCP
7 1 (2.33%) Azure Cosmos DB
7 1 (2.33%) Azure DevOps
7 1 (2.33%) Azure Synapse Analytics
7 1 (2.33%) Azure Table
7 1 (2.33%) Collibra
7 1 (2.33%) Fivetran
7 1 (2.33%) IaaS
7 1 (2.33%) Microsoft 365
7 1 (2.33%) PaaS
Database & Business Intelligence
1 17 (39.53%) Data Warehouse
2 14 (32.56%) Data Lake
2 14 (32.56%) Metadata
3 5 (11.63%) Power BI
4 3 (6.98%) NoSQL
5 2 (4.65%) Data Vault
5 2 (4.65%) DynamoDB
5 2 (4.65%) Relational Database
5 2 (4.65%) Snowflake Schema
6 1 (2.33%) Big Data
6 1 (2.33%) BusinessObjects
6 1 (2.33%) SQL Server
6 1 (2.33%) SQL Server Integration Services
6 1 (2.33%) Tableau
Development Applications
1 5 (11.63%) ER Studio
1 5 (11.63%) ERwin
General
1 20 (46.51%) Finance
2 13 (30.23%) Analytical Skills
3 10 (23.26%) Social Skills
4 9 (20.93%) Inclusion and Diversity
5 7 (16.28%) Law
6 6 (13.95%) Public Sector
7 5 (11.63%) Back Office
8 2 (4.65%) Banking
8 2 (4.65%) Financial Institution
9 1 (2.33%) Influencing Skills
9 1 (2.33%) Legal
Job Titles
1 18 (41.86%) Architect
2 15 (34.88%) Senior
3 13 (30.23%) Data Architect
4 12 (27.91%) Data Engineer
5 11 (25.58%) Senior Data Engineer
6 7 (16.28%) Data Modeller
7 6 (13.95%) Analyst
8 5 (11.63%) Data Integration Architect
8 5 (11.63%) Integration Architect
8 5 (11.63%) Solutions Architect
9 4 (9.30%) Business Analyst
9 4 (9.30%) Enterprise Solutions Architect
9 4 (9.30%) Senior Analyst
10 3 (6.98%) Senior Business Analyst
11 2 (4.65%) Banking Analyst
11 2 (4.65%) Banking Business Analyst
11 2 (4.65%) Data Analyst
11 2 (4.65%) Senior Banking Business Analyst
12 1 (2.33%) AWS Architect
12 1 (2.33%) Azure Architect
Miscellaneous
1 3 (6.98%) Data Structures
2 2 (4.65%) Legacy Systems
3 1 (2.33%) Analytical Mindset
3 1 (2.33%) Data Fabric
3 1 (2.33%) Hybrid Cloud
3 1 (2.33%) Management Information System
3 1 (2.33%) Product Ownership
Processes & Methodologies
1 43 (100.00%) Data Modelling
2 39 (90.70%) Physical Data Model
3 33 (76.74%) Agile
4 21 (48.84%) Data Integration
5 19 (44.19%) Coaching
5 19 (44.19%) Data Architecture
6 15 (34.88%) SDLC
7 14 (32.56%) Data Governance
8 13 (30.23%) Data Engineering
8 13 (30.23%) Data Science
8 13 (30.23%) ETL
9 12 (27.91%) Clean Code
9 12 (27.91%) Data Strategy
9 12 (27.91%) Mentoring
10 11 (25.58%) Analytics
10 11 (25.58%) Technical Architecture
10 11 (25.58%) UML
11 8 (18.60%) AI
12 7 (16.28%) Asset Management
12 7 (16.28%) Business Intelligence
Programming Languages
1 19 (44.19%) SQL
2 9 (20.93%) Python
3 1 (2.33%) R
Qualifications
1 8 (18.60%) Degree
2 7 (16.28%) Security Cleared
3 6 (13.95%) Computer Science Degree
4 5 (11.63%) SC Cleared
5 1 (2.33%) CBAP
5 1 (2.33%) IIBA
Quality Assurance & Compliance
1 9 (20.93%) Data Quality
2 1 (2.33%) GDPR
2 1 (2.33%) QA
Vendors
1 15 (34.88%) Databricks
2 4 (9.30%) Microsoft
3 2 (4.65%) SAP
3 2 (4.65%) TOWER Software
4 1 (2.33%) Alteryx
4 1 (2.33%) Informatica
4 1 (2.33%) MuleSoft
4 1 (2.33%) Oracle
4 1 (2.33%) Salesforce