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

6 months to
24 Jul 2026
Same period 2025 Same period 2024
Rank 406 416 481
Rank change year-on-year +10 +65 +59
Permanent jobs citing Logical Data Model 40 11 42
As % of all permanent jobs with remote/hybrid work options 0.18% 0.067% 0.15%
As % of the Processes & Methodologies category 0.22% 0.072% 0.17%
Number of salaries quoted 34 8 39
10th Percentile £51,382 £58,900 £56,028
25th Percentile £75,000 £62,500 £63,525
Median annual salary (50th Percentile) £77,500 £70,000 £80,000
Median % change year-on-year +10.71% -12.50% -
75th Percentile £107,500 £77,500 £95,000
90th Percentile - £89,875 £106,500
UK median annual salary £77,500 £70,000 £80,000
% change year-on-year +10.71% -12.50% -

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 17,978 15,345 25,010
As % of all permanent jobs with a WFH option 82.84% 93.19% 88.41%
Number of salaries quoted 13,054 9,077 18,589
10th Percentile £35,000 £29,750 £34,750
25th Percentile £44,972 £41,250 £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 £76,250
90th Percentile £100,000 £102,410 £95,000
UK median annual salary £60,000 £55,000 £55,000
% change year-on-year +9.09% - -8.71%

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 July 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 (2.50%) Apache Airflow
Cloud Services
1 14 (35.00%) Azure
2 11 (27.50%) Azure Data Factory
2 11 (27.50%) Snowflake
3 10 (25.00%) Azure Synapse Analytics
3 10 (25.00%) Microsoft Purview
4 5 (12.50%) AWS
5 2 (5.00%) Amazon S3
5 2 (5.00%) GCP
6 1 (2.50%) Alation
6 1 (2.50%) dbt
6 1 (2.50%) Dynamics 365
6 1 (2.50%) Fivetran
6 1 (2.50%) Microsoft 365
6 1 (2.50%) Power Platform
Database & Business Intelligence
1 30 (75.00%) Metadata
2 10 (25.00%) Data Vault
2 10 (25.00%) Delta Lake
3 3 (7.50%) Data Lake
4 2 (5.00%) Data Warehouse
5 1 (2.50%) Big Data
5 1 (2.50%) BusinessObjects
5 1 (2.50%) Geospatial Data
5 1 (2.50%) NoSQL
5 1 (2.50%) Power BI
5 1 (2.50%) SQL Server
5 1 (2.50%) SQL Server Integration Services
General
1 20 (50.00%) Inclusion and Diversity
2 16 (40.00%) Law
2 16 (40.00%) Public Sector
3 6 (15.00%) Finance
4 5 (12.50%) Analytical Skills
5 3 (7.50%) Banking
5 3 (7.50%) Financial Institution
6 2 (5.00%) Influencing Skills
6 2 (5.00%) Social Skills
Job Titles
1 33 (82.50%) Architect
1 33 (82.50%) Data Architect
2 7 (17.50%) Analyst
2 7 (17.50%) Senior
3 5 (12.50%) Business Analyst
3 5 (12.50%) Senior Analyst
3 5 (12.50%) Senior Business Analyst
4 3 (7.50%) Banking Analyst
4 3 (7.50%) Banking Business Analyst
4 3 (7.50%) Senior Banking Business Analyst
5 2 (5.00%) Data Analyst
5 2 (5.00%) Senior Architect
5 2 (5.00%) Senior Data Architect
6 1 (2.50%) AWS Architect
6 1 (2.50%) AWS Data Architect
6 1 (2.50%) Information Architect
6 1 (2.50%) Lead
6 1 (2.50%) Lead Data Architect
6 1 (2.50%) Salesforce Architect
6 1 (2.50%) Snowflake Architect
Libraries, Frameworks & Software Standards
1 10 (25.00%) PySpark
Miscellaneous
1 11 (27.50%) Cloud Native
2 3 (7.50%) Data Structures
3 2 (5.00%) Legacy Systems
3 2 (5.00%) Management Information System
4 1 (2.50%) Analytical Mindset
4 1 (2.50%) Data Fabric
4 1 (2.50%) Data Protection Act
4 1 (2.50%) Taxonomies
Processes & Methodologies
1 40 (100.00%) Data Modelling
2 33 (82.50%) Physical Data Model
3 30 (75.00%) Data Architecture
4 27 (67.50%) Data Strategy
5 21 (52.50%) Agile
6 16 (40.00%) Technology Strategy
7 15 (37.50%) Business Intelligence
7 15 (37.50%) Community of Practice
7 15 (37.50%) Computer Science
7 15 (37.50%) Scrum
7 15 (37.50%) Technical Architecture
8 13 (32.50%) Analytics
9 12 (30.00%) Roadmaps
10 11 (27.50%) AI
10 11 (27.50%) Data Science
10 11 (27.50%) Infrastructure as Code
10 11 (27.50%) Kimball Methodology
10 11 (27.50%) Machine Learning
10 11 (27.50%) Technical Leadership
11 10 (25.00%) Inmon Methodology
Programming Languages
1 13 (32.50%) Python
1 13 (32.50%) SQL
2 11 (27.50%) Scala
3 10 (25.00%) Bicep
4 1 (2.50%) Java
4 1 (2.50%) R
Qualifications
1 17 (42.50%) Degree
2 15 (37.50%) Computer Science Degree
3 10 (25.00%) Azure Certification
3 10 (25.00%) Microsoft Certification
3 10 (25.00%) SnowPro
4 3 (7.50%) Security Cleared
5 2 (5.00%) IIBA
5 2 (5.00%) SC Cleared
6 1 (2.50%) CBAP
Quality Assurance & Compliance
1 18 (45.00%) Data Quality
2 2 (5.00%) GDPR
3 1 (2.50%) QA
Systems Management
1 10 (25.00%) Terraform
Vendors
1 12 (30.00%) Databricks
1 12 (30.00%) Microsoft
2 3 (7.50%) SAP
2 3 (7.50%) TOWER Software
3 1 (2.50%) Alteryx
3 1 (2.50%) Google
3 1 (2.50%) MuleSoft
3 1 (2.50%) Oracle
3 1 (2.50%) Salesforce