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 18 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
18 May 2024
Same period 2023 Same period 2022
Rank 864 848 999
Rank change year-on-year -16 +151 -143
Permanent jobs citing Conceptual Models 26 129 245
As % of all permanent jobs advertised in the UK 0.026% 0.13% 0.15%
As % of the Processes & Methodologies category 0.031% 0.14% 0.16%
Number of salaries quoted 16 73 77
10th Percentile £48,750 £53,000 £51,250
25th Percentile £62,813 £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 £103,750 £105,000 £92,500
UK excluding London median annual salary £90,000 £70,000 £70,000
% change year-on-year +28.57% - +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 85,135 94,784 153,905
As % of all permanent jobs advertised in the UK 85.22% 95.58% 95.76%
Number of salaries quoted 59,872 55,911 82,488
10th Percentile £29,089 £34,000 £33,635
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 £96,250
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 18 May 2024.

Salary histogram for Conceptual Models in the UK

Conceptual Models
Top 12 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 18 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 -9 23 £87,500 +12.90% 12
UK excluding London -47 18 £90,000 +28.57% 6
Work from Home +51 16 £90,000 +31.00% 11
South East +2 9 £90,000 +5.88% 1
London +42 6 £80,000 +3.23% 8
North of England +44 4 - - 3
East of England +6 3 £110,000 - 1
North West +6 2 - - 3
Yorkshire +76 1 - -
North East -8 1 - -
Scotland -63 1 £62,500 -10.71%
South West - 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 (3.85%) Apache Airflow
1 1 (3.85%) Confluence
Applications
1 2 (7.69%) MS Visio
2 1 (3.85%) Microsoft Excel
Business Applications
1 1 (3.85%) SAP MDG
1 1 (3.85%) Sparx Enterprise Architect
Cloud Services
1 7 (26.92%) Azure
2 5 (19.23%) Snowflake
3 4 (15.38%) AWS
3 4 (15.38%) Matillion
3 4 (15.38%) Power Platform
4 2 (7.69%) GCP
5 1 (3.85%) Azure DevOps
5 1 (3.85%) dbt
5 1 (3.85%) Fivetran
5 1 (3.85%) Miro
Database & Business Intelligence
1 7 (26.92%) Metadata
2 6 (23.08%) Data Lake
3 4 (15.38%) Power BI
3 4 (15.38%) Relational Database
4 2 (7.69%) BigQuery
4 2 (7.69%) Data Warehouse
4 2 (7.69%) RDBMS
5 1 (3.85%) Big Data
5 1 (3.85%) Looker
5 1 (3.85%) Tableau
Development Applications
1 3 (11.54%) JIRA
2 2 (7.69%) ER Studio
2 2 (7.69%) ERwin
2 2 (7.69%) Selenium
General
1 14 (53.85%) Finance
2 11 (42.31%) Social Skills
3 8 (30.77%) Analytical Skills
4 5 (19.23%) Inclusion and Diversity
4 5 (19.23%) Influencing Skills
5 4 (15.38%) Presentation Skills
6 2 (7.69%) Law
6 2 (7.69%) Pharmaceutical
6 2 (7.69%) Retail
7 1 (3.85%) Banking
7 1 (3.85%) Public Sector
7 1 (3.85%) Publishing
Job Titles
1 10 (38.46%) Architect
1 10 (38.46%) Data Architect
2 8 (30.77%) Analyst
3 5 (19.23%) Business Systems Analyst
3 5 (19.23%) Systems Analyst
4 4 (15.38%) Data Modeller
4 4 (15.38%) Senior
5 3 (11.54%) Business Analyst
6 2 (7.69%) Derivatives Business Analyst
6 2 (7.69%) Enterprise Architect
6 2 (7.69%) Enterprise Data Architect
6 2 (7.69%) OTC Derivatives Analyst
6 2 (7.69%) OTC Derivatives Business Analyst
6 2 (7.69%) Senior Software Engineer
6 2 (7.69%) Software Engineer
7 1 (3.85%) Data Governance Analyst
7 1 (3.85%) Data Governance Manager
7 1 (3.85%) Governance Manager
7 1 (3.85%) IT Analyst
7 1 (3.85%) Senior Data Modeller
Libraries, Frameworks & Software Standards
1 2 (7.69%) .NET
1 2 (7.69%) FIX Protocol
1 2 (7.69%) GraphQL
1 2 (7.69%) gRPC
1 2 (7.69%) JSON
1 2 (7.69%) OpenFin
1 2 (7.69%) Playwright
1 2 (7.69%) React
1 2 (7.69%) Reactive Extensions
1 2 (7.69%) REST
1 2 (7.69%) RxJS
1 2 (7.69%) XML
Miscellaneous
1 3 (11.54%) Product Ownership
2 2 (7.69%) Derivative
2 2 (7.69%) Management Information System
2 2 (7.69%) OTC Derivatives
2 2 (7.69%) Private Cloud
2 2 (7.69%) Reference Data
3 1 (3.85%) Data Structures
3 1 (3.85%) Legacy Systems
3 1 (3.85%) Life Science
3 1 (3.85%) Self-Motivation
Processes & Methodologies
1 23 (88.46%) Data Modelling
2 15 (57.69%) Analytics
2 15 (57.69%) Logical Data Model
3 10 (38.46%) Agile
4 8 (30.77%) Data Architecture
4 8 (30.77%) Data Management
5 7 (26.92%) Business Analysis
5 7 (26.92%) Data Science
5 7 (26.92%) Scrum
6 6 (23.08%) Data Strategy
6 6 (23.08%) Event-Driven
6 6 (23.08%) Metadata Management
6 6 (23.08%) Physical Data Model
6 6 (23.08%) User Stories
7 5 (19.23%) Business Intelligence
7 5 (19.23%) CRM
7 5 (19.23%) ITSM
7 5 (19.23%) Stakeholder Engagement
7 5 (19.23%) Use Case
7 5 (19.23%) User Acceptance Testing
Programming Languages
1 9 (34.62%) SQL
2 4 (15.38%) T-SQL
3 2 (7.69%) C#
4 1 (3.85%) R
4 1 (3.85%) VB
Qualifications
1 8 (30.77%) Degree
2 2 (7.69%) Computer Science Degree
3 1 (3.85%) Master's Degree
3 1 (3.85%) PhD
3 1 (3.85%) Security Cleared
Quality Assurance & Compliance
1 7 (26.92%) QA
2 6 (23.08%) GDPR
3 2 (7.69%) ISO 20022
4 1 (3.85%) Data Quality
Systems Management
1 2 (7.69%) Kibana
Vendors
1 6 (23.08%) Databricks
2 3 (11.54%) Microsoft
3 2 (7.69%) Finsemble
3 2 (7.69%) Google
4 1 (3.85%) BiZZdesign
4 1 (3.85%) SAP
4 1 (3.85%) Sparx