Logical Data Model
UK

The following table provides summary statistics for permanent job vacancies with a requirement for Logical Data Model skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Logical Data Model over the 6 months to 7 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
7 May 2024
Same period 2023 Same period 2022
Rank 756 867 975
Rank change year-on-year +111 +108 -155
Permanent jobs citing Logical Data Model 151 128 264
As % of all permanent jobs advertised in the UK 0.15% 0.13% 0.17%
As % of the Processes & Methodologies category 0.18% 0.13% 0.18%
Number of salaries quoted 107 95 172
10th Percentile £56,809 £53,882 £52,500
25th Percentile £64,575 £59,375 £60,938
Median annual salary (50th Percentile) £80,000 £80,000 £75,000
Median % change year-on-year - +6.67% +7.14%
75th Percentile £92,500 £97,500 £91,250
90th Percentile £105,000 £109,500 £103,625
UK excluding London median annual salary £80,000 £81,250 £70,000
% change year-on-year -1.54% +16.07% +16.67%

All Process and Methodology Skills
UK

Logical Data Model is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for process or methodology skills.

Permanent vacancies with a requirement for process or methodology skills 84,403 97,101 150,579
As % of all permanent jobs advertised in the UK 85.70% 95.61% 95.65%
Number of salaries quoted 59,565 57,006 82,680
10th Percentile £29,000 £34,000 £33,515
25th Percentile £40,000 £45,000 £43,750
Median annual salary (50th Percentile) £55,000 £61,180 £60,000
Median % change year-on-year -10.10% +1.97% +9.09%
75th Percentile £72,500 £81,250 £80,000
90th Percentile £92,500 £100,000 £96,750
UK excluding London median annual salary £50,000 £55,000 £52,500
% change year-on-year -9.09% +4.76% +9.38%

Logical Data Model
Job Vacancy Trend

Job postings citing Logical Data Model as a proportion of all IT jobs advertised.

Job vacancy trend for Logical Data Model in the UK

Logical Data Model
Salary Trend

3-month moving average salary quoted in jobs citing Logical Data Model.

Salary trend for Logical Data Model in the UK

Logical Data Model
Salary Histogram

Salary distribution for jobs citing Logical Data Model over the 6 months to 7 May 2024.

Salary histogram for Logical Data Model in the UK

Logical Data Model
Top 17 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Logical Data Model within the UK over the 6 months to 7 May 2024. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
England +107 141 £80,000 -3.03% 18
UK excluding London +40 84 £80,000 -1.54% 5
London +96 60 £85,000 -2.86% 11
Work from Home +93 58 £75,000 +7.14% 5
North of England +71 36 £80,000 -1.54% 1
South East +36 24 £85,000 -16.05% 1
North West +32 20 £80,000 +32.23% 1
Midlands +10 13 £67,900 +115.56% 1
West Midlands - 12 £67,900 - 1
Yorkshire +85 11 £80,000 -3.03%
North East - 5 £55,000 -
East of England +19 4 £90,000 -
Scotland - 4 £69,783 -
Wales +10 1 - -
East Midlands -19 1 - -
South West -35 1 - - 2
Northern Ireland - 1 - -

Logical Data Model
Co-occurring Skills and Capabilities by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 2 (1.32%) Apache
1 2 (1.32%) Apache Solr
1 2 (1.32%) Apache Spark
1 2 (1.32%) BizTalk Server
1 2 (1.32%) Microsoft Exchange
1 2 (1.32%) SAS
2 1 (0.66%) Apache Airflow
2 1 (0.66%) SharePoint
Applications
1 14 (9.27%) Microsoft PowerPoint
2 2 (1.32%) Microsoft Excel
2 2 (1.32%) Microsoft Office
2 2 (1.32%) MS Visio
Business Applications
1 13 (8.61%) Sparx Enterprise Architect
2 2 (1.32%) SAP S/4HANA
3 1 (0.66%) Dynamics CRM
3 1 (0.66%) Oracle EBS
3 1 (0.66%) Oracle ERP
3 1 (0.66%) Oracle Subledger Accounting
Cloud Services
1 67 (44.37%) AWS
2 59 (39.07%) Azure
3 27 (17.88%) Amazon Kinesis
4 25 (16.56%) Amazon EC2
4 25 (16.56%) Amazon S3
5 22 (14.57%) Snowflake
6 20 (13.25%) GCP
7 18 (11.92%) Power Platform
8 16 (10.60%) Matillion
9 10 (6.62%) Serverless
10 6 (3.97%) Microsoft Purview
11 5 (3.31%) Azure Data Factory
12 4 (2.65%) PaaS
12 4 (2.65%) SaaS
13 3 (1.99%) Azure DevOps
13 3 (1.99%) dbt
13 3 (1.99%) IaaS
14 2 (1.32%) AWS Lambda
14 2 (1.32%) Figma
15 1 (0.66%) Microsoft 365
Database & Business Intelligence
1 49 (32.45%) Metadata
2 36 (23.84%) Data Lake
2 36 (23.84%) Data Warehouse
3 33 (21.85%) RDBMS
3 33 (21.85%) Relational Database
4 30 (19.87%) Amazon Redshift
5 25 (16.56%) Amazon RDS
5 25 (16.56%) MySQL
6 18 (11.92%) Power BI
7 12 (7.95%) NoSQL
8 6 (3.97%) Big Data
9 5 (3.31%) Azure SQL Data Warehouse
10 4 (2.65%) BigQuery
10 4 (2.65%) Star Schema
11 3 (1.99%) MongoDB
11 3 (1.99%) Snowflake Schema
11 3 (1.99%) SQL Server
12 2 (1.32%) Elasticsearch
12 2 (1.32%) OLAP
12 2 (1.32%) SAS EBI
Development Applications
1 25 (16.56%) Git
1 25 (16.56%) Postman
2 3 (1.99%) ERwin
3 2 (1.32%) Balsamiq
3 2 (1.32%) ER Studio
4 1 (0.66%) JIRA
General
1 46 (30.46%) Finance
2 44 (29.14%) Analytical Skills
3 27 (17.88%) Social Skills
4 24 (15.89%) Inclusion and Diversity
5 23 (15.23%) Banking
6 16 (10.60%) Retail Banking
7 13 (8.61%) Financial Institution
8 10 (6.62%) Influencing Skills
9 6 (3.97%) Billing
10 5 (3.31%) Retail
11 4 (2.65%) Wearables
12 2 (1.32%) Legal
13 1 (0.66%) Investment Banking
13 1 (0.66%) Local Government
13 1 (0.66%) Marketing
13 1 (0.66%) Pharmaceutical
13 1 (0.66%) Presentation Skills
13 1 (0.66%) Public Sector
13 1 (0.66%) Publishing
Job Titles
1 83 (54.97%) Architect
2 64 (42.38%) Data Architect
3 37 (24.50%) Lead
4 34 (22.52%) Senior
5 26 (17.22%) Technical Leader
6 23 (15.23%) Senior Architect
6 23 (15.23%) Senior Data Architect
7 22 (14.57%) Analyst
8 20 (13.25%) Solutions Architect
9 10 (6.62%) Business Systems Analyst
9 10 (6.62%) Enterprise Architect
9 10 (6.62%) Enterprise Data Architect
9 10 (6.62%) Systems Analyst
10 8 (5.30%) Data Analyst
10 8 (5.30%) Senior Analyst
11 6 (3.97%) Banking Analyst
11 6 (3.97%) Domain Architect
11 6 (3.97%) Governance Analyst
12 5 (3.31%) Head of Business Intelligence
12 5 (3.31%) Lead Data Architect
Libraries, Frameworks & Software Standards
1 30 (19.87%) JSON
2 25 (16.56%) Spring
2 25 (16.56%) Spring Boot
3 5 (3.31%) XML
4 3 (1.99%) REST
5 2 (1.32%) ActiveMQ
5 2 (1.32%) Apache Camel
5 2 (1.32%) Lucene
5 2 (1.32%) Regular Expression
6 1 (0.66%) Kafka
6 1 (0.66%) Oracle Fusion
Miscellaneous
1 33 (21.85%) Management Information System
2 31 (20.53%) Cloud Native
3 11 (7.28%) Onboarding
4 9 (5.96%) Reference Data
5 8 (5.30%) Taxonomies
6 7 (4.64%) Data Structures
6 7 (4.64%) Public Cloud
7 5 (3.31%) Greenfield Project
8 4 (2.65%) Legacy Systems
9 2 (1.32%) FMCG
9 2 (1.32%) Self-Motivation
9 2 (1.32%) Virtual Team
10 1 (0.66%) Analytical Mindset
10 1 (0.66%) Data Centre
10 1 (0.66%) Enterprise Cloud
10 1 (0.66%) Life Science
10 1 (0.66%) Product Ownership
10 1 (0.66%) Reinsurance
Operating Systems
1 2 (1.32%) Windows
Processes & Methodologies
1 151 (100.00%) Data Modelling
2 102 (67.55%) Physical Data Model
3 74 (49.01%) Agile
4 70 (46.36%) Data Architecture
5 52 (34.44%) Data Strategy
6 51 (33.77%) Data Management
7 44 (29.14%) Metadata Management
8 41 (27.15%) Technical Leadership
9 37 (24.50%) Analytics
10 35 (23.18%) Data Analysis
10 35 (23.18%) Data Governance
11 33 (21.85%) Design Patterns
12 32 (21.19%) Business Intelligence
12 32 (21.19%) ETL
13 31 (20.53%) Problem-Solving
14 30 (19.87%) Computer Science
14 30 (19.87%) Roadmaps
14 30 (19.87%) SDLC
15 28 (18.54%) Data Design
15 28 (18.54%) DevOps
Programming Languages
1 35 (23.18%) SQL
2 27 (17.88%) Java
3 25 (16.56%) PHP
4 16 (10.60%) T-SQL
5 3 (1.99%) Python
6 2 (1.32%) PL/SQL
6 2 (1.32%) Scala
6 2 (1.32%) XPath
Qualifications
1 33 (21.85%) Degree
2 26 (17.22%) Computer Science Degree
3 19 (12.58%) Security Cleared
4 13 (8.61%) AWS Certification
4 13 (8.61%) Azure Certification
5 4 (2.65%) SC Cleared
6 2 (1.32%) CBAP
6 2 (1.32%) IIBA
6 2 (1.32%) TOGAF Certification
7 1 (0.66%) BPSS Clearance
7 1 (0.66%) Master's Degree
Quality Assurance & Compliance
1 25 (16.56%) Data Quality
2 15 (9.93%) GDPR
3 10 (6.62%) QA
4 5 (3.31%) Accessibility
5 1 (0.66%) GxP
System Software
1 2 (1.32%) Active Directory
Systems Management
1 25 (16.56%) Terraform
Vendors
1 26 (17.22%) Microsoft
2 25 (16.56%) Databricks
3 13 (8.61%) Sparx
4 6 (3.97%) Oracle
5 2 (1.32%) Google
5 2 (1.32%) Informatica
5 2 (1.32%) SAP
5 2 (1.32%) Talend
6 1 (0.66%) Ab Initio
6 1 (0.66%) Alteryx
6 1 (0.66%) BiZZdesign