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

6 months to
9 May 2024
Same period 2023 Same period 2022
Rank 858 843 986
Rank change year-on-year -15 +143 -132
Permanent jobs citing Conceptual Models 44 129 243
As % of all permanent jobs advertised in the UK 0.044% 0.13% 0.15%
As % of the Processes & Methodologies category 0.052% 0.13% 0.16%
Number of salaries quoted 16 72 78
10th Percentile £48,750 £53,000 £52,125
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 £95,000 £90,000
90th Percentile £103,750 £107,250 £94,000
UK excluding London median annual salary £90,000 £67,500 £70,000
% change year-on-year +33.33% -3.57% +27.85%

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 84,809 96,894 150,102
As % of all permanent jobs advertised in the UK 85.57% 95.61% 95.67%
Number of salaries quoted 59,843 56,945 82,179
10th Percentile £29,000 £34,000 £33,500
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 £96,550
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 9 May 2024.

Salary histogram for Conceptual Models in the UK

Conceptual Models
Top 16 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 9 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 +12 36 £87,500 +9.38% 7
Work from Home +67 33 £90,000 +31.00% 7
UK excluding London -1 33 £90,000 +33.33% 1
South East -1 12 £90,000 +5.88%
North of England +52 10 - - 1
London +40 8 £80,000 - 6
North West +18 5 - - 1
Yorkshire +85 3 - -
East of England +22 3 £110,000 -
Scotland - 3 £62,500 -
North East -5 2 - -
South West - 2 - -
Midlands -20 1 - -
East Midlands -25 1 - -
Wales - 1 - -
Northern Ireland - 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 (2.27%) Apache Airflow
1 1 (2.27%) Confluence
Applications
1 2 (4.55%) MS Visio
2 1 (2.27%) Microsoft Excel
Business Applications
1 1 (2.27%) SAP MDG
1 1 (2.27%) Sparx Enterprise Architect
Cloud Services
1 19 (43.18%) Azure
2 16 (36.36%) AWS
3 6 (13.64%) Snowflake
4 4 (9.09%) Matillion
4 4 (9.09%) Power Platform
5 2 (4.55%) GCP
6 1 (2.27%) Azure DevOps
6 1 (2.27%) dbt
6 1 (2.27%) Fivetran
6 1 (2.27%) Miro
Database & Business Intelligence
1 14 (31.82%) Data Warehouse
2 7 (15.91%) Metadata
3 6 (13.64%) Data Lake
4 4 (9.09%) Power BI
4 4 (9.09%) Relational Database
5 2 (4.55%) BigQuery
5 2 (4.55%) RDBMS
6 1 (2.27%) Big Data
6 1 (2.27%) Looker
6 1 (2.27%) Tableau
Development Applications
1 3 (6.82%) JIRA
2 2 (4.55%) ER Studio
2 2 (4.55%) ERwin
2 2 (4.55%) Selenium
General
1 19 (43.18%) Finance
2 16 (36.36%) Social Skills
3 10 (22.73%) Influencing Skills
4 8 (18.18%) Analytical Skills
5 5 (11.36%) Inclusion and Diversity
6 4 (9.09%) Presentation Skills
7 2 (4.55%) Law
7 2 (4.55%) Pharmaceutical
7 2 (4.55%) Retail
8 1 (2.27%) Banking
8 1 (2.27%) Public Sector
8 1 (2.27%) Publishing
Job Titles
1 23 (52.27%) Architect
2 16 (36.36%) Senior
3 13 (29.55%) Analyst
4 12 (27.27%) Senior Architect
4 12 (27.27%) Senior Solutions Architect
4 12 (27.27%) Solutions Architect
5 11 (25.00%) Data Architect
6 10 (22.73%) Business Systems Analyst
6 10 (22.73%) Systems Analyst
7 4 (9.09%) Data Modeller
8 3 (6.82%) Business Analyst
9 2 (4.55%) Derivatives Business Analyst
9 2 (4.55%) Enterprise Architect
9 2 (4.55%) Enterprise Data Architect
9 2 (4.55%) OTC Derivatives Analyst
9 2 (4.55%) OTC Derivatives Business Analyst
9 2 (4.55%) Senior Software Engineer
9 2 (4.55%) Software Engineer
10 1 (2.27%) Data Governance Manager
10 1 (2.27%) Senior Data Modeller
Libraries, Frameworks & Software Standards
1 2 (4.55%) .NET
1 2 (4.55%) FIX Protocol
1 2 (4.55%) GraphQL
1 2 (4.55%) gRPC
1 2 (4.55%) JSON
1 2 (4.55%) OpenFin
1 2 (4.55%) Playwright
1 2 (4.55%) React
1 2 (4.55%) Reactive Extensions
1 2 (4.55%) REST
1 2 (4.55%) RxJS
1 2 (4.55%) XML
Miscellaneous
1 13 (29.55%) Data Structures
2 12 (27.27%) Cloud Native
3 3 (6.82%) Product Ownership
4 2 (4.55%) Derivative
4 2 (4.55%) Management Information System
4 2 (4.55%) OTC Derivatives
4 2 (4.55%) Private Cloud
4 2 (4.55%) Reference Data
5 1 (2.27%) Legacy Systems
5 1 (2.27%) Life Science
5 1 (2.27%) Self-Motivation
Processes & Methodologies
1 29 (65.91%) Data Modelling
2 23 (52.27%) Agile
3 21 (47.73%) Logical Data Model
4 20 (45.45%) Analytics
5 19 (43.18%) Scrum
6 14 (31.82%) Enterprise Architecture
7 13 (29.55%) TOGAF
8 12 (27.27%) Actionable Insight
8 12 (27.27%) Business Analysis
8 12 (27.27%) Business Case
8 12 (27.27%) Design Patterns
8 12 (27.27%) Presales
8 12 (27.27%) Scaled Agile Framework
8 12 (27.27%) Software Delivery
9 11 (25.00%) User Stories
10 10 (22.73%) Business Intelligence
10 10 (22.73%) Cybersecurity
10 10 (22.73%) Stakeholder Engagement
10 10 (22.73%) Use Case
10 10 (22.73%) User Acceptance Testing
Programming Languages
1 9 (20.45%) SQL
2 4 (9.09%) T-SQL
3 2 (4.55%) C#
4 1 (2.27%) R
4 1 (2.27%) VB
Qualifications
1 12 (27.27%) TOGAF Certification
2 8 (18.18%) Degree
3 2 (4.55%) Computer Science Degree
4 1 (2.27%) Master's Degree
4 1 (2.27%) PhD
4 1 (2.27%) Security Cleared
Quality Assurance & Compliance
1 12 (27.27%) QA
2 7 (15.91%) GDPR
3 2 (4.55%) ISO 20022
4 1 (2.27%) Data Quality
Systems Management
1 2 (4.55%) Kibana
Vendors
1 6 (13.64%) Databricks
2 3 (6.82%) Microsoft
3 2 (4.55%) Finsemble
3 2 (4.55%) Google
4 1 (2.27%) Alteryx
4 1 (2.27%) BiZZdesign
4 1 (2.27%) SAP
4 1 (2.27%) Sparx