Logical Data Model Jobs

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 1 June 2024 with a comparison to the same period in the previous 2 years.

6 months to
1 Jun 2024
Same period 2023 Same period 2022
Rank 769 825 995
Rank change year-on-year +56 +170 -160
Permanent jobs citing Logical Data Model 138 122 268
As % of all permanent jobs advertised in the UK 0.13% 0.13% 0.16%
As % of the Processes & Methodologies category 0.16% 0.14% 0.17%
Number of salaries quoted 104 88 169
10th Percentile £52,500 £52,945 £51,716
25th Percentile £64,150 £60,000 £65,000
Median annual salary (50th Percentile) £80,000 £84,500 £75,000
Median % change year-on-year -5.33% +12.67% +16.28%
75th Percentile £92,500 £98,125 £90,000
90th Percentile £103,500 £110,375 £102,500
UK excluding London median annual salary £80,000 £75,000 £70,000
% change year-on-year +6.67% +7.14% +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 87,829 90,354 161,874
As % of all permanent jobs advertised in the UK 83.68% 95.46% 95.93%
Number of salaries quoted 61,251 54,292 82,971
10th Percentile £29,250 £34,000 £33,500
25th Percentile £40,000 £45,000 £43,750
Median annual salary (50th Percentile) £55,000 £60,800 £60,000
Median % change year-on-year -9.54% +1.33% +9.09%
75th Percentile £72,500 £81,250 £80,000
90th Percentile £92,500 £100,000 £96,250
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 1 June 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 1 June 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 +46 128 £80,000 -5.88% 26
UK excluding London +9 75 £80,000 +6.67% 12
London +88 59 £80,000 -8.57% 13
Work from Home +60 50 £75,000 - 13
North of England +53 29 £80,000 - 4
South East +6 19 £85,000 -17.07% 3
North West +11 17 £80,000 +47.24% 3
Midlands -4 15 £66,650 +111.59% 2
West Midlands -1 14 £66,650 -11.13% 2
Yorkshire +65 9 £80,000 -
East of England +3 5 £70,000 - 2
Scotland - 4 £69,783 -
North East - 3 £55,000 - 1
Wales +7 1 - -
East Midlands -22 1 - -
South West -33 1 - - 1
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 (1.45%) BizTalk Server
1 2 (1.45%) Microsoft Exchange
1 2 (1.45%) SAS
2 1 (0.72%) Apache
2 1 (0.72%) Apache Airflow
2 1 (0.72%) Apache Solr
2 1 (0.72%) Apache Spark
2 1 (0.72%) SharePoint
Applications
1 14 (10.14%) Microsoft PowerPoint
2 2 (1.45%) Microsoft Excel
2 2 (1.45%) Microsoft Office
2 2 (1.45%) MS Visio
Business Applications
1 13 (9.42%) Sparx Enterprise Architect
2 2 (1.45%) Oracle ERP
2 2 (1.45%) SAP S/4HANA
3 1 (0.72%) Dynamics CRM
3 1 (0.72%) Oracle EBS
Cloud Services
1 67 (48.55%) AWS
2 64 (46.38%) Azure
3 27 (19.57%) Amazon Kinesis
4 25 (18.12%) Amazon EC2
4 25 (18.12%) Amazon S3
5 22 (15.94%) GCP
6 20 (14.49%) Snowflake
7 19 (13.77%) Power Platform
8 16 (11.59%) Matillion
9 11 (7.97%) Serverless
10 7 (5.07%) Microsoft Purview
11 6 (4.35%) Azure Data Factory
12 3 (2.17%) Azure DevOps
13 2 (1.45%) AWS Lambda
13 2 (1.45%) Azure Synapse Analytics
13 2 (1.45%) dbt
13 2 (1.45%) Figma
13 2 (1.45%) PaaS
13 2 (1.45%) SaaS
14 1 (0.72%) Fivetran
Database & Business Intelligence
1 53 (38.41%) Metadata
2 39 (28.26%) Data Warehouse
3 38 (27.54%) Data Lake
4 33 (23.91%) RDBMS
4 33 (23.91%) Relational Database
5 30 (21.74%) Amazon Redshift
6 25 (18.12%) Amazon RDS
6 25 (18.12%) MySQL
7 19 (13.77%) Power BI
8 9 (6.52%) NoSQL
9 5 (3.62%) Azure SQL Data Warehouse
10 4 (2.90%) Big Data
10 4 (2.90%) BigQuery
11 3 (2.17%) SQL Server
12 2 (1.45%) BusinessObjects
12 2 (1.45%) OLAP
12 2 (1.45%) SAS EBI
12 2 (1.45%) SQL Server Integration Services
12 2 (1.45%) Star Schema
12 2 (1.45%) Tableau
Development Applications
1 25 (18.12%) Git
1 25 (18.12%) Postman
2 3 (2.17%) ERwin
3 2 (1.45%) Balsamiq
3 2 (1.45%) ER Studio
4 1 (0.72%) JIRA
General
1 48 (34.78%) Analytical Skills
2 39 (28.26%) Finance
3 29 (21.01%) Banking
3 29 (21.01%) Inclusion and Diversity
4 20 (14.49%) Retail Banking
5 17 (12.32%) Financial Institution
5 17 (12.32%) Social Skills
6 6 (4.35%) Billing
7 5 (3.62%) Retail
8 4 (2.90%) Wearables
9 3 (2.17%) Legal
10 2 (1.45%) Publishing
11 1 (0.72%) Local Government
11 1 (0.72%) Marketing
11 1 (0.72%) Pharmaceutical
11 1 (0.72%) Presentation Skills
11 1 (0.72%) Public Sector
Job Titles
1 77 (55.80%) Architect
2 58 (42.03%) Data Architect
3 38 (27.54%) Senior
4 35 (25.36%) Lead
5 26 (18.84%) Technical Leader
6 24 (17.39%) Senior Architect
6 24 (17.39%) Senior Data Architect
7 18 (13.04%) Solutions Architect
8 16 (11.59%) Analyst
9 12 (8.70%) Senior Analyst
10 11 (7.97%) Data Analyst
11 10 (7.25%) Banking Analyst
11 10 (7.25%) Enterprise Architect
11 10 (7.25%) Enterprise Data Architect
12 9 (6.52%) Governance Analyst
13 6 (4.35%) Domain Architect
14 5 (3.62%) Business Analyst
14 5 (3.62%) Data Engineer
14 5 (3.62%) Head of Business Intelligence
15 4 (2.90%) Lead Architect
Libraries, Frameworks & Software Standards
1 27 (19.57%) JSON
2 25 (18.12%) Spring
2 25 (18.12%) Spring Boot
3 2 (1.45%) REST
3 2 (1.45%) XML
4 1 (0.72%) ActiveMQ
4 1 (0.72%) Apache Camel
4 1 (0.72%) Kafka
4 1 (0.72%) Lucene
4 1 (0.72%) Oracle Fusion
4 1 (0.72%) Regular Expression
Miscellaneous
1 33 (23.91%) Management Information System
2 31 (22.46%) Cloud Native
3 14 (10.14%) Onboarding
4 9 (6.52%) Reference Data
5 7 (5.07%) Public Cloud
6 6 (4.35%) Data Structures
7 5 (3.62%) Greenfield Project
7 5 (3.62%) Legacy Systems
8 3 (2.17%) Taxonomies
9 2 (1.45%) FMCG
9 2 (1.45%) Self-Motivation
9 2 (1.45%) Virtual Team
10 1 (0.72%) Analytical Mindset
10 1 (0.72%) Data Centre
10 1 (0.72%) Enterprise Cloud
10 1 (0.72%) Life Science
10 1 (0.72%) Product Ownership
Operating Systems
1 2 (1.45%) Windows
Processes & Methodologies
1 138 (100.00%) Data Modelling
2 98 (71.01%) Physical Data Model
3 76 (55.07%) Agile
4 64 (46.38%) Data Architecture
5 58 (42.03%) Data Management
6 51 (36.96%) Data Strategy
7 49 (35.51%) Metadata Management
8 39 (28.26%) Data Analysis
9 38 (27.54%) Technical Leadership
10 37 (26.81%) Data Governance
11 33 (23.91%) ETL
12 32 (23.19%) Design Patterns
13 31 (22.46%) Problem-Solving
14 29 (21.01%) Data Privacy
15 28 (20.29%) Computer Science
15 28 (20.29%) Data Design
15 28 (20.29%) DevOps
15 28 (20.29%) Roadmaps
15 28 (20.29%) SDLC
16 26 (18.84%) Project Management
Programming Languages
1 35 (25.36%) SQL
2 26 (18.84%) Java
3 25 (18.12%) PHP
4 16 (11.59%) T-SQL
5 4 (2.90%) Python
6 2 (1.45%) Scala
7 1 (0.72%) XPath
Qualifications
1 33 (23.91%) Degree
2 26 (18.84%) Computer Science Degree
3 17 (12.32%) AWS Certification
3 17 (12.32%) Azure Certification
4 15 (10.87%) Security Cleared
5 2 (1.45%) CBAP
5 2 (1.45%) IIBA
5 2 (1.45%) SC Cleared
5 2 (1.45%) TOGAF Certification
6 1 (0.72%) Master's Degree
Quality Assurance & Compliance
1 27 (19.57%) Data Quality
2 15 (10.87%) GDPR
3 5 (3.62%) Accessibility
4 1 (0.72%) GxP
System Software
1 2 (1.45%) Active Directory
Systems Management
1 25 (18.12%) Terraform
Vendors
1 31 (22.46%) Microsoft
2 26 (18.84%) Databricks
3 13 (9.42%) Sparx
4 5 (3.62%) Oracle
5 4 (2.90%) SAP
6 2 (1.45%) Google
6 2 (1.45%) Informatica
7 1 (0.72%) Ab Initio
7 1 (0.72%) BiZZdesign
7 1 (0.72%) Talend