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

6 months to
26 Sep 2026
Same period 2025 Same period 2024
Rank 422 395 449
Rank change year-on-year -27 +54 +41
Permanent jobs citing Logical Data Model 48 29 31
As % of all permanent jobs with remote/hybrid work options 0.19% 0.18% 0.14%
As % of the Processes & Methodologies category 0.24% 0.19% 0.15%
Number of salaries quoted 35 19 24
10th Percentile £75,500 - £52,346
25th Percentile £76,250 £53,750 £59,963
Median annual salary (50th Percentile) £95,000 £65,000 £80,000
Median % change year-on-year +46.15% -18.75% +28.00%
75th Percentile £107,500 £77,500 £87,289
90th Percentile - £82,500 £97,500
UK median annual salary £87,000 £68,250 £80,000
% change year-on-year +27.47% -14.69% +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 20,104 15,435 20,155
As % of all permanent jobs with a WFH option 81.13% 93.44% 87.99%
Number of salaries quoted 14,351 8,541 12,114
10th Percentile £34,000 £30,000 £35,500
25th Percentile £44,972 £40,500 £45,000
Median annual salary (50th Percentile) £60,000 £59,460 £60,000
Median % change year-on-year +0.91% -0.90% -4.00%
75th Percentile £80,000 £78,750 £80,000
90th Percentile £100,000 £100,000 £100,000
UK median annual salary £60,000 £55,000 £57,965
% change year-on-year +9.09% -5.11% -3.39%

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 26 September 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 1 (2.08%) Apache
1 1 (2.08%) Apache Spark
1 1 (2.08%) Microsoft Exchange
Applications
1 1 (2.08%) MS Visio
Business Applications
1 1 (2.08%) Finacle
1 1 (2.08%) FLEXCUBE
1 1 (2.08%) Sparx Enterprise Architect
1 1 (2.08%) Temenos T24
Cloud Services
1 23 (47.92%) Azure
2 18 (37.50%) Snowflake
3 16 (33.33%) Azure Data Factory
3 16 (33.33%) Azure Databricks
3 16 (33.33%) Azure Synapse Analytics
3 16 (33.33%) Microsoft Purview
4 7 (14.58%) AWS
5 4 (8.33%) Amazon S3
5 4 (8.33%) GCP
6 3 (6.25%) Power Platform
6 3 (6.25%) Serverless
7 2 (4.17%) Alation
7 2 (4.17%) Amazon SageMaker
7 2 (4.17%) AWS Lambda
7 2 (4.17%) dbt
8 1 (2.08%) Azure API Management
8 1 (2.08%) Azure Key Vault
8 1 (2.08%) Azure Monitor
8 1 (2.08%) Azure Service Bus
8 1 (2.08%) Azure Storage
Database & Business Intelligence
1 41 (85.42%) Metadata
2 16 (33.33%) Data Vault
2 16 (33.33%) Delta Lake
3 6 (12.50%) Data Warehouse
4 3 (6.25%) Power BI
5 2 (4.17%) Data Lake
5 2 (4.17%) PostgreSQL
5 2 (4.17%) Relational Database
5 2 (4.17%) SQL Server
6 1 (2.08%) Amazon Athena
6 1 (2.08%) Amazon Redshift
6 1 (2.08%) Azure SQL Database
6 1 (2.08%) Geospatial Data
6 1 (2.08%) Hadoop
6 1 (2.08%) Oracle Database
6 1 (2.08%) Power Query
6 1 (2.08%) Redis
6 1 (2.08%) SQL Server Integration Services
6 1 (2.08%) SQL Server Reporting Services
6 1 (2.08%) Tableau
Development Applications
1 1 (2.08%) ER Studio
1 1 (2.08%) ERwin
1 1 (2.08%) JIRA
General
1 17 (35.42%) Inclusion and Diversity
2 16 (33.33%) Public Sector
3 14 (29.17%) Law
4 9 (18.75%) Analytical Skills
5 5 (10.42%) Finance
5 5 (10.42%) Social Skills
6 3 (6.25%) Banking
6 3 (6.25%) Influencing Skills
7 2 (4.17%) Legal
7 2 (4.17%) Marketing
7 2 (4.17%) Retail
8 1 (2.08%) Aerospace
8 1 (2.08%) Financial Institution
8 1 (2.08%) Front Office
8 1 (2.08%) Investment Banking
8 1 (2.08%) Military
Job Titles
1 41 (85.42%) Architect
1 41 (85.42%) Data Architect
2 8 (16.67%) Senior
3 5 (10.42%) Analyst
4 4 (8.33%) Senior Architect
4 4 (8.33%) Senior Data Architect
5 3 (6.25%) Data Analyst
6 2 (4.17%) Banking Analyst
6 2 (4.17%) Business Analyst
6 2 (4.17%) Information Architect
6 2 (4.17%) Senior Analyst
6 2 (4.17%) Senior Business Analyst
6 2 (4.17%) Senior Information Architect
7 1 (2.08%) Data Engineer
7 1 (2.08%) Domain Architect
7 1 (2.08%) Lead
7 1 (2.08%) Lead Architect
7 1 (2.08%) Lead Data Architect
7 1 (2.08%) Senior Banking Business Analyst
7 1 (2.08%) Senior Data Modeller
Libraries, Frameworks & Software Standards
1 18 (37.50%) Terraform
2 17 (35.42%) PySpark
3 2 (4.17%) REST
4 1 (2.08%) Apache NiFi
4 1 (2.08%) Elastic Stack
4 1 (2.08%) Kafka
4 1 (2.08%) Middleware
4 1 (2.08%) Pandas
4 1 (2.08%) RESTful
4 1 (2.08%) scikit-learn
Miscellaneous
1 18 (37.50%) Cloud Native
2 4 (8.33%) Data Structures
3 3 (6.25%) Management Information System
4 1 (2.08%) Analytical Mindset
4 1 (2.08%) Data Protection Act
4 1 (2.08%) Distributed Systems
4 1 (2.08%) Legacy Systems
4 1 (2.08%) Product Ownership
4 1 (2.08%) Reference Data
4 1 (2.08%) Replication
4 1 (2.08%) Taxonomies
Processes & Methodologies
1 48 (100.00%) Data Modelling
2 43 (89.58%) Physical Data Model
3 40 (83.33%) Data Architecture
4 32 (66.67%) Data Strategy
5 24 (50.00%) Analytics
6 22 (45.83%) Agile
7 21 (43.75%) Business Intelligence
8 20 (41.67%) AI
8 20 (41.67%) Roadmaps
9 19 (39.58%) Infrastructure as Code
9 19 (39.58%) Lakehouse
9 19 (39.58%) Machine Learning
10 18 (37.50%) Architecture Roadmap
10 18 (37.50%) Technical Leadership
11 17 (35.42%) CI/CD
11 17 (35.42%) Kimball Methodology
12 16 (33.33%) Data Science
12 16 (33.33%) Fintech
12 16 (33.33%) Inmon Methodology
12 16 (33.33%) Scrum
Programming Languages
1 25 (52.08%) SQL
2 20 (41.67%) Python
3 17 (35.42%) Bicep
3 17 (35.42%) Scala
4 1 (2.08%) Data Analysis Expressions
4 1 (2.08%) Java
4 1 (2.08%) JavaScript
Qualifications
1 18 (37.50%) Azure Certification
2 16 (33.33%) Degree
2 16 (33.33%) Microsoft Certification
2 16 (33.33%) SnowPro
3 14 (29.17%) Computer Science Degree
4 3 (6.25%) SC Cleared
4 3 (6.25%) Security Cleared
5 2 (4.17%) TOGAF Certification
6 1 (2.08%) AWS Certification
6 1 (2.08%) IIBA
6 1 (2.08%) OCP
6 1 (2.08%) Oracle Certification
6 1 (2.08%) PMP
Quality Assurance & Compliance
1 24 (50.00%) Data Quality
2 4 (8.33%) GDPR
3 1 (2.08%) Accessibility
3 1 (2.08%) California Consumer Privacy Act
3 1 (2.08%) HIPAA
System Software
1 1 (2.08%) Docker
Systems Management
1 1 (2.08%) Grafana
1 1 (2.08%) Kubernetes
Vendors
1 19 (39.58%) Microsoft
2 17 (35.42%) Databricks
3 2 (4.17%) Oracle
4 1 (2.08%) Dynatrace
4 1 (2.08%) FIS
4 1 (2.08%) Google
4 1 (2.08%) Red Hat
4 1 (2.08%) SAP
4 1 (2.08%) Sparx
4 1 (2.08%) Temenos
4 1 (2.08%) TOWER Software