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

6 months to
6 Jun 2026
Same period 2025 Same period 2024
Rank 380 416 534
Rank change year-on-year +36 +118 +47
Permanent jobs citing Logical Data Model 38 11 51
As % of all permanent jobs with remote/hybrid work options 0.20% 0.074% 0.15%
As % of the Processes & Methodologies category 0.24% 0.078% 0.17%
Number of salaries quoted 31 7 48
10th Percentile £50,903 £57,700 £50,096
25th Percentile £62,500 £62,500 £57,327
Median annual salary (50th Percentile) £75,000 £65,000 £75,000
Median % change year-on-year +15.38% -13.33% +4.38%
75th Percentile £78,750 £96,250 £95,000
90th Percentile £85,000 £107,500 £105,000
UK median annual salary £76,250 £70,000 £80,000
% change year-on-year +8.93% -12.50% -3.03%

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 15,867 14,093 30,256
As % of all permanent jobs with a WFH option 82.01% 94.67% 89.67%
Number of salaries quoted 11,345 8,291 23,580
10th Percentile £35,000 £30,000 £33,750
25th Percentile £45,000 £42,500 £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 £80,000 £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 6 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 2 (5.26%) CMS
2 1 (2.63%) Apache Airflow
Cloud Services
1 10 (26.32%) Azure
2 7 (18.42%) AWS
3 5 (13.16%) SaaS
3 5 (13.16%) Snowflake
4 3 (7.89%) GCP
4 3 (7.89%) Microsoft Purview
4 3 (7.89%) Power Platform
5 2 (5.26%) Azure Data Factory
6 1 (2.63%) Amazon S3
6 1 (2.63%) Azure DevOps
6 1 (2.63%) Azure Synapse Analytics
6 1 (2.63%) Collibra
6 1 (2.63%) dbt
6 1 (2.63%) Dynamics 365
6 1 (2.63%) Fivetran
6 1 (2.63%) Microsoft 365
Database & Business Intelligence
1 19 (50.00%) Metadata
2 8 (21.05%) Data Warehouse
3 7 (18.42%) Data Lake
4 3 (7.89%) NoSQL
4 3 (7.89%) Power BI
5 2 (5.26%) DynamoDB
5 2 (5.26%) Relational Database
6 1 (2.63%) Big Data
6 1 (2.63%) BusinessObjects
6 1 (2.63%) Data Vault
6 1 (2.63%) Delta Lake
6 1 (2.63%) SQL Server
6 1 (2.63%) SQL Server Integration Services
6 1 (2.63%) Tableau
Development Applications
1 2 (5.26%) ER Studio
1 2 (5.26%) ERwin
General
1 17 (44.74%) Inclusion and Diversity
2 13 (34.21%) Law
2 13 (34.21%) Public Sector
3 10 (26.32%) Finance
4 8 (21.05%) Analytical Skills
5 5 (13.16%) Social Skills
6 3 (7.89%) Banking
6 3 (7.89%) Financial Institution
7 2 (5.26%) Back Office
8 1 (2.63%) Influencing Skills
8 1 (2.63%) Legal
Job Titles
1 23 (60.53%) Architect
2 21 (55.26%) Data Architect
3 11 (28.95%) Senior
4 8 (21.05%) Analyst
5 6 (15.79%) Senior Analyst
6 5 (13.16%) Business Analyst
6 5 (13.16%) Data Engineer
6 5 (13.16%) Senior Business Analyst
6 5 (13.16%) Senior Data Engineer
7 3 (7.89%) Banking Analyst
7 3 (7.89%) Banking Business Analyst
7 3 (7.89%) Data Analyst
7 3 (7.89%) Senior Banking Business Analyst
8 2 (5.26%) Data Integration Architect
8 2 (5.26%) Data Modeller
8 2 (5.26%) Enterprise Solutions Architect
8 2 (5.26%) Integration Architect
8 2 (5.26%) Solutions Architect
9 1 (2.63%) AWS Architect
9 1 (2.63%) Lead Data Architect
Libraries, Frameworks & Software Standards
1 1 (2.63%) PySpark
Miscellaneous
1 4 (10.53%) Data Structures
2 2 (5.26%) Analytical Mindset
2 2 (5.26%) Cloud Native
2 2 (5.26%) Legacy Systems
2 2 (5.26%) Management Information System
3 1 (2.63%) Data Fabric
Processes & Methodologies
1 38 (100.00%) Data Modelling
2 32 (84.21%) Physical Data Model
3 28 (73.68%) Agile
4 22 (57.89%) Data Architecture
5 16 (42.11%) Data Strategy
6 14 (36.84%) Technical Architecture
7 12 (31.58%) Community of Practice
7 12 (31.58%) Computer Science
7 12 (31.58%) Scrum
7 12 (31.58%) Technology Strategy
8 11 (28.95%) Data Governance
8 11 (28.95%) Data Integration
9 10 (26.32%) SDLC
10 9 (23.68%) Data Engineering
11 8 (21.05%) Business Intelligence
11 8 (21.05%) Coaching
12 7 (18.42%) Analytics
12 7 (18.42%) Data Science
12 7 (18.42%) ETL
12 7 (18.42%) Use Case
Programming Languages
1 12 (31.58%) SQL
2 8 (21.05%) Python
3 2 (5.26%) Scala
4 1 (2.63%) Bicep
4 1 (2.63%) Java
4 1 (2.63%) R
Qualifications
1 14 (36.84%) Degree
2 12 (31.58%) Computer Science Degree
3 7 (18.42%) Security Cleared
4 5 (13.16%) SC Cleared
5 2 (5.26%) IIBA
6 1 (2.63%) Azure Certification
6 1 (2.63%) CBAP
6 1 (2.63%) Microsoft Certification
6 1 (2.63%) SnowPro
Quality Assurance & Compliance
1 9 (23.68%) Data Quality
2 1 (2.63%) GDPR
2 1 (2.63%) QA
Systems Management
1 1 (2.63%) Terraform
Vendors
1 9 (23.68%) Databricks
2 4 (10.53%) Microsoft
3 3 (7.89%) SAP
3 3 (7.89%) TOWER Software
4 1 (2.63%) Alteryx
4 1 (2.63%) Google
4 1 (2.63%) Informatica
4 1 (2.63%) MuleSoft
4 1 (2.63%) Oracle
4 1 (2.63%) Salesforce