Conceptual Models Contracts in England

Conceptual Modelling
UK > England

The following table provides summary statistics for contract job vacancies advertised in England 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 8 June 2024 with a comparison to the same period in the previous 2 years.

6 months to
8 Jun 2024
Same period 2023 Same period 2022
Rank 510 544 669
Rank change year-on-year +34 +125 -133
Contract jobs citing Conceptual Models 33 94 111
As % of all contract jobs advertised in England 0.089% 0.20% 0.16%
As % of the Processes & Methodologies category 0.10% 0.22% 0.17%
Number of daily rates quoted 23 67 79
10th Percentile £413 £450 £525
25th Percentile £444 £550 £600
Median daily rate (50th Percentile) £525 £650 £675
Median % change year-on-year -19.23% -3.70% +17.65%
75th Percentile £631 £725 £750
90th Percentile £693 £820 £800
UK median daily rate £538 £675 £675
% change year-on-year -20.37% - +22.73%
Number of hourly rates quoted 0 2 0
Median hourly rate - £71.27 -
UK median hourly rate - £71.27 -

All Process and Methodology Skills
England

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 advertised in England with a requirement for process or methodology skills.

Contract vacancies with a requirement for process or methodology skills 31,786 42,433 64,536
As % of all contract IT jobs advertised in England 85.49% 89.93% 90.85%
Number of daily rates quoted 20,644 29,761 45,992
10th Percentile £300 £325 £338
25th Percentile £413 £443 £433
Median daily rate (50th Percentile) £525 £550 £548
Median % change year-on-year -4.55% +0.46% +9.50%
75th Percentile £650 £675 £650
90th Percentile £750 £775 £750
UK median daily rate £525 £550 £538
% change year-on-year -4.55% +2.33% +7.50%
Number of hourly rates quoted 2,351 1,531 1,717
10th Percentile £12.81 £10.63 £12.50
25th Percentile £16.00 £15.57 £15.50
Median hourly rate £37.50 £36.00 £25.50
Median % change year-on-year +4.17% +41.18% +13.33%
75th Percentile £61.30 £64.63 £50.00
90th Percentile £72.50 £75.00 £65.00
UK median hourly rate £36.50 £35.65 £25.68
% change year-on-year +2.38% +38.82% +11.65%

Conceptual Models
Job Vacancy Trend in England

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

Job vacancy trend for Conceptual Models in England

Conceptual Models
Contractor Daily Rate Trend in England

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

Daily rate trend for Conceptual Models in England

Conceptual Models
Daily Rate Histogram in England

Daily rate distribution for jobs citing Conceptual Models in England over the 6 months to 8 June 2024.

Daily rate histogram for Conceptual Models in England

Conceptual Models
Contractor Hourly Rate Trend in England

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

Hourly rate trend for Conceptual Models in England

Conceptual Models
Contract Job Locations in England

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 England region over the 6 months to 8 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
London +17 17 £525 -20.75% 11
North of England +26 7 £513 -2.38% 3
Midlands +22 6 £575 -14.81%
North West +21 6 £525 +16.67% 3
East Midlands +14 5 £600 -11.11%
South East +6 3 £425 -19.05%
South West - 3 £488 - 2
Yorkshire +15 1 £500 -
West Midlands - 1 £500 -
Conceptual Models
UK

Conceptual Models
Co-occurring Skills and Capabilities in England 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 (3.03%) Apache
1 1 (3.03%) Apache Airflow
Applications
1 2 (6.06%) MS Visio
Business Applications
1 1 (3.03%) SAP MDG
1 1 (3.03%) Sparx Enterprise Architect
Cloud Services
1 5 (15.15%) AWS
1 5 (15.15%) Azure
1 5 (15.15%) Google Analytics
2 4 (12.12%) dbt
2 4 (12.12%) Power Platform
3 3 (9.09%) Snowflake
4 2 (6.06%) GitHub
5 1 (3.03%) Dynamics 365
5 1 (3.03%) GCP
5 1 (3.03%) GitHub Actions
Database & Business Intelligence
1 14 (42.42%) Data Warehouse
2 9 (27.27%) Big Data
3 6 (18.18%) Data Lake
3 6 (18.18%) Relational Database
4 5 (15.15%) Metadata
5 4 (12.12%) Power BI
5 4 (12.12%) RDBMS
5 4 (12.12%) Star Schema
6 3 (9.09%) Data Mining
6 3 (9.09%) NoSQL
6 3 (9.09%) Snowflake Schema
6 3 (9.09%) Tableau
7 2 (6.06%) BigQuery
7 2 (6.06%) Qlik Sense
7 2 (6.06%) SQL Server
8 1 (3.03%) Amazon Redshift
8 1 (3.03%) Enterprise Data Warehouse
8 1 (3.03%) PostgreSQL
8 1 (3.03%) SQL Server Analysis Services
8 1 (3.03%) SQL Server Integration Services
Development Applications
1 3 (9.09%) ERwin
2 2 (6.06%) Selenium
3 1 (3.03%) Jenkins
General
1 5 (15.15%) Analytical Skills
1 5 (15.15%) Public Sector
1 5 (15.15%) Publishing
1 5 (15.15%) Social Skills
2 4 (12.12%) Pharmaceutical
3 3 (9.09%) Finance
4 1 (3.03%) Front Office
4 1 (3.03%) Inclusion and Diversity
4 1 (3.03%) Law
Job Titles
1 10 (30.30%) Data Modeller
2 9 (27.27%) Architect
3 8 (24.24%) Data Architect
4 5 (15.15%) Analyst
4 5 (15.15%) Data Analyst
4 5 (15.15%) Senior
5 3 (9.09%) Analytics Consultant
5 3 (9.09%) Consultant
5 3 (9.09%) Senior Architect
5 3 (9.09%) Senior Data Architect
6 2 (6.06%) Azure Consultant
6 2 (6.06%) Data Analytics Architect
6 2 (6.06%) Data Consultant
6 2 (6.06%) Pricing Analyst
6 2 (6.06%) Reinsurance Data Analyst
6 2 (6.06%) Risk Analyst
6 2 (6.06%) Risk Data Analyst
6 2 (6.06%) Senior Software Engineer
6 2 (6.06%) Software Engineer
7 1 (3.03%) Data Engineer
Libraries, Frameworks & Software Standards
1 3 (9.09%) Snowpark
2 2 (6.06%) .NET
2 2 (6.06%) OpenFin
2 2 (6.06%) Playwright
2 2 (6.06%) React
2 2 (6.06%) Reactive Extensions
2 2 (6.06%) RxJS
3 1 (3.03%) GraphQL
3 1 (3.03%) gRPC
3 1 (3.03%) REST
Miscellaneous
1 6 (18.18%) Data Centre
1 6 (18.18%) Management Information System
2 3 (9.09%) Data Protection Act
2 3 (9.09%) Freedom of Information
2 3 (9.09%) Freedom of Information Act
2 3 (9.09%) Reference Data
2 3 (9.09%) Virtual Team
3 2 (6.06%) Data Structures
3 2 (6.06%) Private Cloud
3 2 (6.06%) Reinsurance
4 1 (3.03%) Life Science
Operating Systems
1 1 (3.03%) Unix
Processes & Methodologies
1 31 (93.94%) Data Modelling
2 17 (51.52%) Logical Data Model
3 14 (42.42%) Analytics
4 12 (36.36%) Physical Data Model
5 10 (30.30%) Business Intelligence
6 9 (27.27%) Data Science
6 9 (27.27%) ETL
7 8 (24.24%) Agile
7 8 (24.24%) Data Analysis
8 7 (21.21%) Data Strategy
9 6 (18.18%) Change Management
9 6 (18.18%) Computer Science
9 6 (18.18%) Data Architecture
9 6 (18.18%) Data Engineering
9 6 (18.18%) Data Governance
9 6 (18.18%) Visualisation
10 5 (15.15%) Data Mapping
10 5 (15.15%) Thought Leadership
10 5 (15.15%) Use Case
10 5 (15.15%) User Acceptance Testing
Programming Languages
1 16 (48.48%) SQL
2 6 (18.18%) Python
3 2 (6.06%) C#
Qualifications
1 15 (45.45%) Degree
2 4 (12.12%) Master's Degree
3 2 (6.06%) Computer Science Degree
4 1 (3.03%) PhD
4 1 (3.03%) TOGAF Certification
Quality Assurance & Compliance
1 10 (30.30%) Data Quality
2 1 (3.03%) GDPR
2 1 (3.03%) IFRS
2 1 (3.03%) IFRS 17
2 1 (3.03%) Solvency II
Vendors
1 6 (18.18%) Google
2 4 (12.12%) Microsoft
3 3 (9.09%) Databricks
3 3 (9.09%) Sparx
4 2 (6.06%) Alteryx
4 2 (6.06%) Finsemble
4 2 (6.06%) Guidewire
5 1 (3.03%) Oracle
5 1 (3.03%) SAP