Conceptual Modelling
UK

The following table provides summary statistics for permanent job vacancies with a requirement for Conceptual Models skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Conceptual Models over the 6 months to 27 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
27 May 2024
Same period 2023 Same period 2022
Rank 887 843 992
Rank change year-on-year -44 +149 -127
Permanent jobs citing Conceptual Models 22 120 250
As % of all permanent jobs advertised in the UK 0.022% 0.12% 0.15%
As % of the Processes & Methodologies category 0.026% 0.13% 0.16%
Number of salaries quoted 17 73 79
10th Percentile £48,750 £53,000 £51,250
25th Percentile £56,250 £57,000 £60,000
Median annual salary (50th Percentile) £80,000 £75,000 £72,500
Median % change year-on-year +6.67% +3.45% +3.57%
75th Percentile £95,000 £91,250 £90,000
90th Percentile £102,000 £107,000 £93,500
UK excluding London median annual salary £90,000 £68,750 £70,000
% change year-on-year +30.91% -1.79% +41.41%

All Process and Methodology Skills
UK

Conceptual Models 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 86,141 93,563 159,256
As % of all permanent jobs advertised in the UK 84.33% 95.54% 95.88%
Number of salaries quoted 60,433 55,405 83,263
10th Percentile £29,250 £34,000 £33,500
25th Percentile £40,000 £45,000 £43,750
Median annual salary (50th Percentile) £55,000 £61,000 £60,000
Median % change year-on-year -9.84% +1.67% +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%

Conceptual Models
Job Vacancy Trend

Job postings citing Conceptual Models as a proportion of all IT jobs advertised.

Job vacancy trend for Conceptual Models in the UK

Conceptual Models
Salary Trend

3-month moving average salary quoted in jobs citing Conceptual Models.

Salary trend for Conceptual Models in the UK

Conceptual Models
Salary Histogram

Salary distribution for jobs citing Conceptual Models over the 6 months to 27 May 2024.

Salary histogram for Conceptual Models in the UK

Conceptual Models
Top 10 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Conceptual Models within the UK over the 6 months to 27 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 -14 19 £83,750 +8.06% 19
UK excluding London -23 14 £90,000 +30.91% 8
Work from Home +27 11 £90,000 +31.00% 12
South East +5 7 £90,000 +5.88% 3
London +31 6 £80,000 - 14
East of England +3 4 £110,000 - 1
North of England +37 1 - - 3
North West +8 1 - - 3
Scotland -65 1 £62,500 -10.71%
South West - 1 - - 1

Conceptual Models
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 1 (4.55%) Apache Airflow
1 1 (4.55%) Confluence
Applications
1 2 (9.09%) MS Visio
2 1 (4.55%) Microsoft Excel
Business Applications
1 1 (4.55%) SAP MDG
1 1 (4.55%) Sparx Enterprise Architect
Cloud Services
1 8 (36.36%) Azure
2 5 (22.73%) Snowflake
3 4 (18.18%) AWS
3 4 (18.18%) Matillion
3 4 (18.18%) Power Platform
4 2 (9.09%) GCP
5 1 (4.55%) Azure DevOps
5 1 (4.55%) Azure Synapse Analytics
5 1 (4.55%) dbt
5 1 (4.55%) Fivetran
5 1 (4.55%) Miro
Database & Business Intelligence
1 7 (31.82%) Metadata
2 6 (27.27%) Data Lake
3 4 (18.18%) Power BI
3 4 (18.18%) Relational Database
4 2 (9.09%) BigQuery
4 2 (9.09%) Data Warehouse
4 2 (9.09%) RDBMS
4 2 (9.09%) Tableau
5 1 (4.55%) Big Data
5 1 (4.55%) Looker
5 1 (4.55%) PostgreSQL
Development Applications
1 3 (13.64%) JIRA
2 2 (9.09%) ER Studio
2 2 (9.09%) ERwin
2 2 (9.09%) Selenium
General
1 9 (40.91%) Finance
2 8 (36.36%) Analytical Skills
3 6 (27.27%) Social Skills
4 5 (22.73%) Inclusion and Diversity
5 4 (18.18%) Presentation Skills
6 2 (9.09%) Law
6 2 (9.09%) Pharmaceutical
6 2 (9.09%) Retail
7 1 (4.55%) Banking
7 1 (4.55%) Public Sector
7 1 (4.55%) Publishing
Job Titles
1 10 (45.45%) Architect
1 10 (45.45%) Data Architect
2 4 (18.18%) Data Modeller
2 4 (18.18%) Senior
3 3 (13.64%) Analyst
3 3 (13.64%) Business Analyst
4 2 (9.09%) Derivatives Business Analyst
4 2 (9.09%) Enterprise Architect
4 2 (9.09%) Enterprise Data Architect
4 2 (9.09%) OTC Derivatives Analyst
4 2 (9.09%) OTC Derivatives Business Analyst
4 2 (9.09%) Senior Software Engineer
4 2 (9.09%) Software Engineer
5 1 (4.55%) Business IT Analyst
5 1 (4.55%) Data Engineer
5 1 (4.55%) Data Governance Analyst
5 1 (4.55%) Data Governance Manager
5 1 (4.55%) Governance Manager
5 1 (4.55%) IT Analyst
5 1 (4.55%) Senior Data Modeller
Libraries, Frameworks & Software Standards
1 2 (9.09%) .NET
1 2 (9.09%) FIX Protocol
1 2 (9.09%) GraphQL
1 2 (9.09%) gRPC
1 2 (9.09%) JSON
1 2 (9.09%) OpenFin
1 2 (9.09%) Playwright
1 2 (9.09%) React
1 2 (9.09%) Reactive Extensions
1 2 (9.09%) REST
1 2 (9.09%) RxJS
1 2 (9.09%) XML
Miscellaneous
1 3 (13.64%) Product Ownership
2 2 (9.09%) Derivative
2 2 (9.09%) Legacy Systems
2 2 (9.09%) Management Information System
2 2 (9.09%) OTC Derivatives
2 2 (9.09%) Private Cloud
2 2 (9.09%) Reference Data
3 1 (4.55%) Data Structures
3 1 (4.55%) Life Science
3 1 (4.55%) Self-Motivation
Processes & Methodologies
1 19 (86.36%) Data Modelling
2 11 (50.00%) Analytics
2 11 (50.00%) Logical Data Model
3 10 (45.45%) Agile
4 9 (40.91%) Data Management
5 8 (36.36%) Data Architecture
6 7 (31.82%) Data Science
6 7 (31.82%) Physical Data Model
6 7 (31.82%) Scrum
7 6 (27.27%) Data Strategy
7 6 (27.27%) Event-Driven
7 6 (27.27%) Metadata Management
8 5 (22.73%) Data Pipeline
9 4 (18.18%) Continuous Improvement
9 4 (18.18%) Data Design
9 4 (18.18%) Data Governance
9 4 (18.18%) Event-Driven Architecture
9 4 (18.18%) Performance Improvement
9 4 (18.18%) Regulatory Compliance
9 4 (18.18%) Technical Leadership
Programming Languages
1 9 (40.91%) SQL
2 4 (18.18%) T-SQL
3 2 (9.09%) C#
4 1 (4.55%) Python
4 1 (4.55%) R
4 1 (4.55%) VB
Qualifications
1 8 (36.36%) Degree
2 2 (9.09%) Computer Science Degree
3 1 (4.55%) Master's Degree
3 1 (4.55%) PhD
3 1 (4.55%) Security Cleared
Quality Assurance & Compliance
1 6 (27.27%) GDPR
2 2 (9.09%) ISO 20022
2 2 (9.09%) QA
3 1 (4.55%) Data Quality
Systems Management
1 2 (9.09%) Kibana
Vendors
1 6 (27.27%) Databricks
2 3 (13.64%) Microsoft
3 2 (9.09%) Finsemble
3 2 (9.09%) Google
4 1 (4.55%) BiZZdesign
4 1 (4.55%) SAP
4 1 (4.55%) Sparx