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

6 months to
24 Jun 2026
Same period 2025 Same period 2024
Rank 393 428 525
Rank change year-on-year +35 +97 +45
Permanent jobs citing Logical Data Model 37 12 45
As % of all permanent jobs with remote/hybrid work options 0.18% 0.077% 0.13%
As % of the Processes & Methodologies category 0.22% 0.082% 0.15%
Number of salaries quoted 32 8 42
10th Percentile £51,062 £58,900 £50,014
25th Percentile £62,500 £62,500 £63,213
Median annual salary (50th Percentile) £76,250 £70,000 £80,000
Median % change year-on-year +8.93% -12.50% +6.67%
75th Percentile £78,750 £94,375 £95,000
90th Percentile £107,500 £105,625 £105,000
UK median annual salary £77,500 £70,000 £80,000
% change year-on-year +10.71% -12.50% -1.54%

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 16,750 14,693 30,457
As % of all permanent jobs with a WFH option 82.05% 94.39% 88.84%
Number of salaries quoted 12,187 8,560 23,487
10th Percentile £35,000 £29,750 £33,750
25th Percentile £45,000 £41,969 £42,500
Median annual salary (50th Percentile) £60,000 £60,000 £57,500
Median % change year-on-year - +4.35% -8.00%
75th Percentile £80,000 £78,750 £75,000
90th Percentile £100,000 £105,000 £95,000
UK median annual salary £60,000 £57,500 £55,000
% change year-on-year +4.35% +4.55% -9.54%

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 24 June 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 (2.70%) Apache Airflow
Cloud Services
1 13 (35.14%) Azure
2 8 (21.62%) Microsoft Purview
2 8 (21.62%) Snowflake
3 7 (18.92%) Azure Data Factory
4 6 (16.22%) AWS
4 6 (16.22%) Azure Synapse Analytics
5 4 (10.81%) SaaS
6 3 (8.11%) GCP
6 3 (8.11%) Power Platform
7 1 (2.70%) Amazon S3
7 1 (2.70%) Azure DevOps
7 1 (2.70%) Collibra
7 1 (2.70%) dbt
7 1 (2.70%) Dynamics 365
7 1 (2.70%) Fivetran
7 1 (2.70%) Microsoft 365
Database & Business Intelligence
1 23 (62.16%) Metadata
2 7 (18.92%) Data Warehouse
3 6 (16.22%) Data Lake
3 6 (16.22%) Data Vault
3 6 (16.22%) Delta Lake
4 3 (8.11%) Power BI
5 2 (5.41%) NoSQL
6 1 (2.70%) Big Data
6 1 (2.70%) BusinessObjects
6 1 (2.70%) DynamoDB
6 1 (2.70%) Relational Database
6 1 (2.70%) SQL Server
6 1 (2.70%) SQL Server Integration Services
6 1 (2.70%) Tableau
General
1 17 (45.95%) Inclusion and Diversity
2 13 (35.14%) Law
2 13 (35.14%) Public Sector
3 8 (21.62%) Finance
4 4 (10.81%) Analytical Skills
5 3 (8.11%) Banking
5 3 (8.11%) Financial Institution
5 3 (8.11%) Social Skills
6 1 (2.70%) Influencing Skills
6 1 (2.70%) Legal
Job Titles
1 25 (67.57%) Architect
1 25 (67.57%) Data Architect
2 10 (27.03%) Senior
3 8 (21.62%) Analyst
4 6 (16.22%) Senior Analyst
5 5 (13.51%) Business Analyst
5 5 (13.51%) Senior Business Analyst
6 4 (10.81%) Data Engineer
6 4 (10.81%) Senior Data Engineer
7 3 (8.11%) Banking Analyst
7 3 (8.11%) Banking Business Analyst
7 3 (8.11%) Data Analyst
7 3 (8.11%) Senior Banking Business Analyst
8 1 (2.70%) AWS Architect
8 1 (2.70%) Lead
8 1 (2.70%) Lead Architect
8 1 (2.70%) Lead Data Architect
8 1 (2.70%) Salesforce Architect
8 1 (2.70%) Senior Data Analyst
8 1 (2.70%) Snowflake Architect
Libraries, Frameworks & Software Standards
1 6 (16.22%) PySpark
Miscellaneous
1 7 (18.92%) Cloud Native
2 3 (8.11%) Data Structures
3 2 (5.41%) Analytical Mindset
3 2 (5.41%) Legacy Systems
3 2 (5.41%) Management Information System
4 1 (2.70%) Data Fabric
Processes & Methodologies
1 37 (100.00%) Data Modelling
2 31 (83.78%) Physical Data Model
3 24 (64.86%) Data Architecture
4 23 (62.16%) Agile
5 19 (51.35%) Data Strategy
6 13 (35.14%) Business Intelligence
7 12 (32.43%) Community of Practice
7 12 (32.43%) Computer Science
7 12 (32.43%) Scrum
7 12 (32.43%) Technical Architecture
7 12 (32.43%) Technology Strategy
8 11 (29.73%) Data Science
9 10 (27.03%) Analytics
10 9 (24.32%) SDLC
11 8 (21.62%) AI
11 8 (21.62%) Data Engineering
11 8 (21.62%) Data Governance
11 8 (21.62%) Roadmaps
12 7 (18.92%) Infrastructure as Code
12 7 (18.92%) Technical Leadership
Programming Languages
1 14 (37.84%) SQL
2 11 (29.73%) Python
3 7 (18.92%) Scala
4 6 (16.22%) Bicep
5 1 (2.70%) Java
5 1 (2.70%) R
Qualifications
1 14 (37.84%) Degree
2 12 (32.43%) Computer Science Degree
3 6 (16.22%) Azure Certification
3 6 (16.22%) Microsoft Certification
3 6 (16.22%) SnowPro
4 5 (13.51%) Security Cleared
5 3 (8.11%) SC Cleared
6 2 (5.41%) IIBA
7 1 (2.70%) CBAP
Quality Assurance & Compliance
1 14 (37.84%) Data Quality
2 1 (2.70%) GDPR
2 1 (2.70%) QA
Systems Management
1 6 (16.22%) Terraform
Vendors
1 13 (35.14%) Databricks
2 9 (24.32%) Microsoft
3 3 (8.11%) SAP
3 3 (8.11%) TOWER Software
4 1 (2.70%) Alteryx
4 1 (2.70%) Google
4 1 (2.70%) Informatica
4 1 (2.70%) MuleSoft
4 1 (2.70%) Oracle
4 1 (2.70%) Salesforce