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

6 months to
14 Aug 2026
Same period 2025 Same period 2024
Rank 407 415 451
Rank change year-on-year +8 +36 +72
Permanent jobs citing Logical Data Model 48 14 38
As % of all permanent jobs with remote/hybrid work options 0.21% 0.084% 0.15%
As % of the Processes & Methodologies category 0.26% 0.091% 0.17%
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 18,760 15,439 21,772
As % of all permanent jobs with a WFH option 82.60% 92.96% 87.70%
Number of salaries quoted 13,517 8,929 15,511
10th Percentile £35,000 £29,750 £35,000
25th Percentile £44,852 £40,600 £43,750
Median annual salary (50th Percentile) £60,000 £57,500 £60,000
Median % change year-on-year +4.35% -4.17% -4.00%
75th Percentile £80,000 £77,500 £78,005
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 14 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 (2.08%) Apache
1 1 (2.08%) Apache Airflow
1 1 (2.08%) Apache Spark
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 19 (39.58%) Azure
2 15 (31.25%) Azure Data Factory
2 15 (31.25%) Snowflake
3 14 (29.17%) Azure Synapse Analytics
3 14 (29.17%) Microsoft Purview
4 6 (12.50%) AWS
5 4 (8.33%) Amazon S3
6 3 (6.25%) GCP
7 2 (4.17%) Alation
7 2 (4.17%) AWS Lambda
7 2 (4.17%) Power Platform
7 2 (4.17%) Serverless
8 1 (2.08%) Amazon Kinesis
8 1 (2.08%) AWS CloudFormation
8 1 (2.08%) dbt
8 1 (2.08%) Dynamics 365
8 1 (2.08%) Fivetran
8 1 (2.08%) Microsoft 365
8 1 (2.08%) OCI
8 1 (2.08%) OpenShift
Database & Business Intelligence
1 37 (77.08%) Metadata
2 14 (29.17%) Data Vault
2 14 (29.17%) Delta Lake
3 5 (10.42%) Data Warehouse
4 3 (6.25%) Data Lake
5 2 (4.17%) Power BI
5 2 (4.17%) SQL Server
6 1 (2.08%) Amazon Redshift
6 1 (2.08%) Big Data
6 1 (2.08%) BusinessObjects
6 1 (2.08%) Enterprise Data Warehouse
6 1 (2.08%) Flink
6 1 (2.08%) Geospatial Data
6 1 (2.08%) Hadoop
6 1 (2.08%) Looker
6 1 (2.08%) NoSQL
6 1 (2.08%) PostgreSQL
6 1 (2.08%) Relational Database
6 1 (2.08%) SQL Server Integration 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 21 (43.75%) Inclusion and Diversity
2 16 (33.33%) Law
2 16 (33.33%) Public Sector
3 7 (14.58%) Analytical Skills
4 6 (12.50%) Finance
5 4 (8.33%) Banking
5 4 (8.33%) Social Skills
6 3 (6.25%) Financial Institution
7 2 (4.17%) Influencing Skills
8 1 (2.08%) Aerospace
8 1 (2.08%) Military
Job Titles
1 39 (81.25%) Architect
1 39 (81.25%) Data Architect
2 9 (18.75%) Senior
3 8 (16.67%) Analyst
4 5 (10.42%) Business Analyst
4 5 (10.42%) Senior Analyst
4 5 (10.42%) Senior Business Analyst
5 4 (8.33%) Banking Analyst
6 3 (6.25%) Banking Business Analyst
6 3 (6.25%) Data Analyst
6 3 (6.25%) Senior Architect
6 3 (6.25%) Senior Banking Business Analyst
6 3 (6.25%) Senior Data Architect
7 2 (4.17%) Information Architect
7 2 (4.17%) Senior Information Architect
8 1 (2.08%) AWS Architect
8 1 (2.08%) Data Modeller
8 1 (2.08%) Lead Architect
8 1 (2.08%) Lead Data Architect
8 1 (2.08%) Senior Data Modeller
Libraries, Frameworks & Software Standards
1 14 (29.17%) PySpark
2 1 (2.08%) Apache NiFi
2 1 (2.08%) Elastic Stack
2 1 (2.08%) Kafka
2 1 (2.08%) RESTful
Miscellaneous
1 16 (33.33%) Cloud Native
2 3 (6.25%) Data Structures
3 2 (4.17%) Legacy Systems
3 2 (4.17%) Management Information System
4 1 (2.08%) Analytical Mindset
4 1 (2.08%) Data Fabric
4 1 (2.08%) Data Protection Act
4 1 (2.08%) Taxonomies
Processes & Methodologies
1 48 (100.00%) Data Modelling
2 41 (85.42%) Physical Data Model
3 35 (72.92%) Data Architecture
4 31 (64.58%) Data Strategy
5 23 (47.92%) Agile
6 20 (41.67%) Business Intelligence
7 19 (39.58%) Analytics
8 18 (37.50%) Roadmaps
9 16 (33.33%) Infrastructure as Code
9 16 (33.33%) Scrum
9 16 (33.33%) Technology Strategy
10 15 (31.25%) AI
10 15 (31.25%) Architecture Roadmap
10 15 (31.25%) Community of Practice
10 15 (31.25%) Computer Science
10 15 (31.25%) Data Science
10 15 (31.25%) Kimball Methodology
10 15 (31.25%) Machine Learning
10 15 (31.25%) Technical Architecture
10 15 (31.25%) Technical Leadership
Programming Languages
1 19 (39.58%) SQL
2 17 (35.42%) Python
3 15 (31.25%) Scala
4 14 (29.17%) Bicep
5 1 (2.08%) Java
5 1 (2.08%) R
Qualifications
1 17 (35.42%) Degree
2 15 (31.25%) Azure Certification
2 15 (31.25%) Computer Science Degree
3 14 (29.17%) Microsoft Certification
3 14 (29.17%) SnowPro
4 3 (6.25%) Security Cleared
5 2 (4.17%) IIBA
5 2 (4.17%) SC Cleared
6 1 (2.08%) AWS Certification
6 1 (2.08%) CBAP
6 1 (2.08%) OCP
6 1 (2.08%) Oracle Certification
6 1 (2.08%) TOGAF Certification
Quality Assurance & Compliance
1 24 (50.00%) Data Quality
2 3 (6.25%) GDPR
3 1 (2.08%) California Consumer Privacy Act
3 1 (2.08%) HIPAA
3 1 (2.08%) QA
System Software
1 1 (2.08%) Docker
Systems Management
1 15 (31.25%) Terraform
2 1 (2.08%) Kubernetes
Vendors
1 16 (33.33%) Databricks
1 16 (33.33%) Microsoft
2 3 (6.25%) SAP
2 3 (6.25%) TOWER Software
3 2 (4.17%) Oracle
4 1 (2.08%) Alteryx
4 1 (2.08%) FIS
4 1 (2.08%) Google
4 1 (2.08%) MuleSoft
4 1 (2.08%) Red Hat
4 1 (2.08%) Salesforce
4 1 (2.08%) Sparx
4 1 (2.08%) Temenos