Conceptual Models Contracts

Conceptual Modelling
UK

The following table provides summary statistics for contract job vacancies with a requirement for Conceptual Models skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Conceptual Models over the 6 months to 3 June 2024 with a comparison to the same period in the previous 2 years.

6 months to
3 Jun 2024
Same period 2023 Same period 2022
Rank 548 581 714
Rank change year-on-year +33 +133 -117
Contract jobs citing Conceptual Models 39 108 137
As % of all contract jobs advertised in the UK 0.091% 0.19% 0.16%
As % of the Processes & Methodologies category 0.11% 0.21% 0.17%
Number of daily rates quoted 30 78 96
10th Percentile £413 £468 £519
25th Percentile £458 £550 £584
Median daily rate (50th Percentile) £555 £663 £675
Median % change year-on-year -16.23% -1.85% +22.73%
75th Percentile £609 £738 £750
90th Percentile £700 £800 £800
UK excluding London median daily rate £525 £600 £665
% change year-on-year -12.50% -9.77% +15.65%
Number of hourly rates quoted 0 2 0
Median hourly rate - £71.27 -
UK excluding London median hourly rate - £71.27 -

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 contract job vacancies with a requirement for process or methodology skills.

Contract vacancies with a requirement for process or methodology skills 36,603 50,558 80,022
As % of all contract IT jobs advertised in the UK 85.40% 89.70% 90.64%
Number of daily rates quoted 23,483 35,017 56,266
10th Percentile £300 £325 £350
25th Percentile £413 £438 £433
Median daily rate (50th Percentile) £525 £550 £538
Median % change year-on-year -4.55% +2.33% +7.50%
75th Percentile £638 £650 £644
90th Percentile £750 £750 £738
UK excluding London median daily rate £500 £500 £488
% change year-on-year - +2.56% +8.33%
Number of hourly rates quoted 2,521 1,671 1,882
10th Percentile £12.75 £10.63 £12.50
25th Percentile £16.00 £15.57 £15.50
Median hourly rate £36.50 £36.00 £25.68
Median % change year-on-year +1.39% +40.19% +10.45%
75th Percentile £60.75 £65.00 £50.00
90th Percentile £72.50 £75.00 £65.00
UK excluding London median hourly rate £38.12 £35.00 £20.00
% change year-on-year +8.91% +75.00% -4.76%

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
Contractor Daily Rate Trend

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

Daily rate trend for Conceptual Models in the UK

Conceptual Models
Daily Rate Histogram

Daily rate distribution for jobs citing Conceptual Models over the 6 months to 3 June 2024.

Daily rate histogram for Conceptual Models in the UK

Conceptual Models
Contractor Hourly Rate Trend

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

Hourly rate trend for Conceptual Models in the UK

Conceptual Models
Top 12 Contract Locations

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Conceptual Models within the UK over the 6 months to 3 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Jobs
England +33 34 £525 -19.23% 20
UK excluding London +50 18 £525 -12.50% 8
London +38 16 £525 -19.23% 13
Work from Home +93 15 £585 -16.43% 12
Midlands +30 8 £573 -15.19%
North of England +28 7 £513 -2.38% 3
North West +14 6 £525 +16.67% 3
East Midlands +13 5 £600 -11.11%
South East +13 3 £425 -19.05% 1
South West - 3 £488 - 3
West Midlands - 3 £570 -
Yorkshire +14 1 £500 -

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 2 (5.13%) Apache Airflow
2 1 (2.56%) Apache
Applications
1 2 (5.13%) MS Visio
Business Applications
1 1 (2.56%) SAP MDG
Cloud Services
1 8 (20.51%) Azure
2 7 (17.95%) Google Analytics
3 5 (12.82%) dbt
4 4 (10.26%) AWS
4 4 (10.26%) Power Platform
4 4 (10.26%) Snowflake
5 2 (5.13%) GitHub
5 2 (5.13%) Serverless
6 1 (2.56%) Dynamics 365
6 1 (2.56%) Fivetran
6 1 (2.56%) GCP
6 1 (2.56%) GitHub Actions
Database & Business Intelligence
1 17 (43.59%) Data Warehouse
2 9 (23.08%) Big Data
2 9 (23.08%) Metadata
3 6 (15.38%) Data Lake
4 5 (12.82%) Relational Database
5 4 (10.26%) Power BI
5 4 (10.26%) RDBMS
5 4 (10.26%) Star Schema
5 4 (10.26%) Tableau
6 3 (7.69%) Data Mining
6 3 (7.69%) Enterprise Data Warehouse
6 3 (7.69%) NoSQL
6 3 (7.69%) OLAP
6 3 (7.69%) OLTP
6 3 (7.69%) Snowflake Schema
6 3 (7.69%) SQL Server
7 2 (5.13%) BigQuery
7 2 (5.13%) Qlik Sense
7 2 (5.13%) SQL Server Analysis Services
7 2 (5.13%) SQL Server Integration Services
Development Applications
1 3 (7.69%) ERwin
2 2 (5.13%) kappa
3 1 (2.56%) Jenkins
3 1 (2.56%) Selenium
General
1 9 (23.08%) Social Skills
2 6 (15.38%) Analytical Skills
2 6 (15.38%) Public Sector
3 5 (12.82%) Publishing
4 4 (10.26%) Pharmaceutical
5 3 (7.69%) Finance
6 1 (2.56%) Front Office
Job Titles
1 14 (35.90%) Architect
2 11 (28.21%) Data Architect
3 9 (23.08%) Data Modeller
4 5 (12.82%) Analyst
4 5 (12.82%) Data Analyst
5 4 (10.26%) Senior
6 3 (7.69%) Analytics Consultant
6 3 (7.69%) Consultant
6 3 (7.69%) Enterprise Architect
6 3 (7.69%) Enterprise Data Architect
6 3 (7.69%) Senior Architect
6 3 (7.69%) Senior Data Architect
7 2 (5.13%) Azure Consultant
7 2 (5.13%) Data Analytics Architect
7 2 (5.13%) Data Consultant
7 2 (5.13%) Data Engineer
7 2 (5.13%) Pricing Analyst
7 2 (5.13%) Reinsurance Data Analyst
7 2 (5.13%) Risk Analyst
7 2 (5.13%) Risk Data Analyst
Libraries, Frameworks & Software Standards
1 3 (7.69%) Snowpark
2 1 (2.56%) .NET
2 1 (2.56%) OpenFin
2 1 (2.56%) Playwright
2 1 (2.56%) React
2 1 (2.56%) Reactive Extensions
2 1 (2.56%) RxJS
Miscellaneous
1 6 (15.38%) Data Centre
2 5 (12.82%) Management Information System
3 4 (10.26%) Taxonomies
4 3 (7.69%) Data Protection Act
4 3 (7.69%) Data Structures
4 3 (7.69%) Freedom of Information
4 3 (7.69%) Freedom of Information Act
4 3 (7.69%) Product Ownership
4 3 (7.69%) Reference Data
4 3 (7.69%) Virtual Team
5 2 (5.13%) Reinsurance
6 1 (2.56%) Data Fabric
6 1 (2.56%) Hybrid Cloud
6 1 (2.56%) Legacy Systems
6 1 (2.56%) Life Science
6 1 (2.56%) Private Cloud
Operating Systems
1 1 (2.56%) Unix
Processes & Methodologies
1 38 (97.44%) Data Modelling
2 21 (53.85%) Logical Data Model
3 18 (46.15%) Analytics
4 14 (35.90%) Business Intelligence
5 12 (30.77%) Physical Data Model
6 11 (28.21%) Data Governance
7 10 (25.64%) Data Architecture
7 10 (25.64%) Data Strategy
7 10 (25.64%) ETL
8 9 (23.08%) Data Engineering
8 9 (23.08%) Data Science
9 8 (20.51%) Agile
9 8 (20.51%) Change Management
9 8 (20.51%) Data Analysis
9 8 (20.51%) Data Transformation
9 8 (20.51%) Use Case
10 7 (17.95%) Data Management
10 7 (17.95%) Master Data Management
10 7 (17.95%) Thought Leadership
10 7 (17.95%) User Acceptance Testing
Programming Languages
1 16 (41.03%) SQL
2 6 (15.38%) Python
3 1 (2.56%) C#
Qualifications
1 14 (35.90%) Degree
2 4 (10.26%) Master's Degree
3 2 (5.13%) Computer Science Degree
4 1 (2.56%) PhD
4 1 (2.56%) TOGAF Certification
Quality Assurance & Compliance
1 11 (28.21%) Data Quality
2 2 (5.13%) IFRS
2 2 (5.13%) IFRS 17
2 2 (5.13%) Solvency II
3 1 (2.56%) GDPR
Vendors
1 8 (20.51%) Google
2 5 (12.82%) Databricks
3 4 (10.26%) Microsoft
4 3 (7.69%) Sparx
5 2 (5.13%) Alteryx
6 1 (2.56%) Finsemble
6 1 (2.56%) Guidewire
6 1 (2.56%) Oracle
6 1 (2.56%) SAP