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

6 months to
8 Aug 2026
Same period 2025 Same period 2024
Rank 417 419 463
Rank change year-on-year +2 +44 +53
Permanent jobs citing Logical Data Model 47 13 39
As % of all permanent jobs with remote/hybrid work options 0.21% 0.079% 0.16%
As % of the Processes & Methodologies category 0.25% 0.085% 0.18%
Number of salaries quoted 36 10 36
10th Percentile £51,701 £57,925 £53,819
25th Percentile £75,000 £62,500 £62,425
Median annual salary (50th Percentile) £77,500 £71,250 £80,000
Median % change year-on-year +8.77% -10.94% -
75th Percentile £107,500 £77,500 £95,000
90th Percentile - £86,125 £108,750
UK median annual salary £82,500 £70,000 £80,000
% change year-on-year +17.86% -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 18,792 15,324 21,855
As % of all permanent jobs with a WFH option 82.93% 92.94% 87.76%
Number of salaries quoted 13,561 9,021 15,723
10th Percentile £35,000 £29,750 £35,000
25th Percentile £44,972 £40,750 £43,593
Median annual salary (50th Percentile) £60,000 £59,000 £58,800
Median % change year-on-year +1.69% +0.34% -5.92%
75th Percentile £80,000 £78,500 £77,500
90th Percentile £100,000 £100,000 £97,500
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 8 August 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 (2.13%) Apache
1 1 (2.13%) Apache Airflow
1 1 (2.13%) Apache Spark
Business Applications
1 1 (2.13%) Sparx Enterprise Architect
Cloud Services
1 18 (38.30%) Azure
2 14 (29.79%) Azure Data Factory
2 14 (29.79%) Snowflake
3 13 (27.66%) Azure Synapse Analytics
3 13 (27.66%) Microsoft Purview
4 5 (10.64%) AWS
5 3 (6.38%) Amazon S3
5 3 (6.38%) GCP
6 2 (4.26%) Alation
6 2 (4.26%) Power Platform
7 1 (2.13%) Amazon Kinesis
7 1 (2.13%) AWS CloudFormation
7 1 (2.13%) AWS Lambda
7 1 (2.13%) dbt
7 1 (2.13%) Dynamics 365
7 1 (2.13%) Fivetran
7 1 (2.13%) Microsoft 365
7 1 (2.13%) OCI
7 1 (2.13%) OpenShift
7 1 (2.13%) Serverless
Database & Business Intelligence
1 37 (78.72%) Metadata
2 13 (27.66%) Data Vault
2 13 (27.66%) Delta Lake
3 4 (8.51%) Data Warehouse
4 3 (6.38%) Data Lake
5 2 (4.26%) Power BI
6 1 (2.13%) Big Data
6 1 (2.13%) BusinessObjects
6 1 (2.13%) Enterprise Data Warehouse
6 1 (2.13%) Flink
6 1 (2.13%) Geospatial Data
6 1 (2.13%) Hadoop
6 1 (2.13%) Looker
6 1 (2.13%) NoSQL
6 1 (2.13%) SQL Server
6 1 (2.13%) SQL Server Integration Services
6 1 (2.13%) Tableau
Development Applications
1 1 (2.13%) ER Studio
1 1 (2.13%) ERwin
General
1 22 (46.81%) Inclusion and Diversity
2 17 (36.17%) Law
2 17 (36.17%) Public Sector
3 6 (12.77%) Analytical Skills
3 6 (12.77%) Finance
4 3 (6.38%) Banking
4 3 (6.38%) Financial Institution
4 3 (6.38%) Social Skills
5 2 (4.26%) Influencing Skills
6 1 (2.13%) Aerospace
6 1 (2.13%) Military
Job Titles
1 39 (82.98%) Architect
1 39 (82.98%) Data Architect
2 9 (19.15%) Senior
3 7 (14.89%) Analyst
4 5 (10.64%) Business Analyst
4 5 (10.64%) Senior Analyst
4 5 (10.64%) Senior Business Analyst
5 3 (6.38%) Banking Analyst
5 3 (6.38%) Banking Business Analyst
5 3 (6.38%) Senior Architect
5 3 (6.38%) Senior Banking Business Analyst
5 3 (6.38%) Senior Data Architect
6 2 (4.26%) Data Analyst
6 2 (4.26%) Information Architect
6 2 (4.26%) Senior Information Architect
7 1 (2.13%) Data Modeller
7 1 (2.13%) Lead Architect
7 1 (2.13%) Lead Data Architect
7 1 (2.13%) Salesforce Architect
7 1 (2.13%) Senior Data Modeller
Libraries, Frameworks & Software Standards
1 13 (27.66%) PySpark
2 1 (2.13%) Apache NiFi
2 1 (2.13%) Elastic Stack
2 1 (2.13%) Kafka
2 1 (2.13%) RESTful
Miscellaneous
1 15 (31.91%) Cloud Native
2 3 (6.38%) Data Structures
3 2 (4.26%) Legacy Systems
3 2 (4.26%) Management Information System
4 1 (2.13%) Analytical Mindset
4 1 (2.13%) Data Fabric
4 1 (2.13%) Data Protection Act
4 1 (2.13%) Taxonomies
Processes & Methodologies
1 47 (100.00%) Data Modelling
2 40 (85.11%) Physical Data Model
3 35 (74.47%) Data Architecture
4 31 (65.96%) Data Strategy
5 23 (48.94%) Agile
6 19 (40.43%) Business Intelligence
7 18 (38.30%) Analytics
8 17 (36.17%) Roadmaps
8 17 (36.17%) Technology Strategy
9 16 (34.04%) Community of Practice
9 16 (34.04%) Computer Science
9 16 (34.04%) Scrum
9 16 (34.04%) Technical Architecture
10 15 (31.91%) Infrastructure as Code
11 14 (29.79%) AI
11 14 (29.79%) Architecture Roadmap
11 14 (29.79%) Data Science
11 14 (29.79%) Kimball Methodology
11 14 (29.79%) Machine Learning
11 14 (29.79%) Technical Leadership
Programming Languages
1 17 (36.17%) SQL
2 16 (34.04%) Python
3 14 (29.79%) Scala
4 13 (27.66%) Bicep
5 1 (2.13%) Java
5 1 (2.13%) R
Qualifications
1 18 (38.30%) Degree
2 16 (34.04%) Computer Science Degree
3 14 (29.79%) Azure Certification
4 13 (27.66%) Microsoft Certification
4 13 (27.66%) SnowPro
5 3 (6.38%) Security Cleared
6 2 (4.26%) IIBA
6 2 (4.26%) SC Cleared
7 1 (2.13%) AWS Certification
7 1 (2.13%) CBAP
7 1 (2.13%) OCP
7 1 (2.13%) Oracle Certification
7 1 (2.13%) TOGAF Certification
Quality Assurance & Compliance
1 22 (46.81%) Data Quality
2 3 (6.38%) GDPR
3 1 (2.13%) California Consumer Privacy Act
3 1 (2.13%) HIPAA
3 1 (2.13%) QA
System Software
1 1 (2.13%) Docker
Systems Management
1 14 (29.79%) Terraform
2 1 (2.13%) Kubernetes
Vendors
1 15 (31.91%) Databricks
1 15 (31.91%) Microsoft
2 3 (6.38%) SAP
2 3 (6.38%) TOWER Software
3 1 (2.13%) Alteryx
3 1 (2.13%) Google
3 1 (2.13%) MuleSoft
3 1 (2.13%) Oracle
3 1 (2.13%) Red Hat
3 1 (2.13%) Salesforce
3 1 (2.13%) Sparx