Conceptual Models Contracts in England

Conceptual Modelling
UK > England

The table below provides summary statistics for contract job vacancies advertised in England requiring Conceptual Models skills. It includes a benchmarking guide to the contractor rates offered in vacancies that cited Conceptual Models over the 6 months leading up to 25 June 2024, comparing them to the same period in the previous two years.

6 months to
25 Jun 2024
Same period 2023 Same period 2022
Rank 513 541 680
Rank change year-on-year +28 +139 -136
Contract jobs citing Conceptual Models 37 95 107
As % of all contract jobs advertised in England 0.099% 0.20% 0.15%
As % of the Processes & Methodologies category 0.12% 0.22% 0.17%
Number of daily rates quoted 27 68 77
10th Percentile £413 £450 £525
25th Percentile £450 £550 £600
Median daily rate (50th Percentile) £525 £650 £675
Median % change year-on-year -19.23% -3.70% +17.90%
75th Percentile £675 £725 £750
90th Percentile £705 £800 £800
UK median daily rate £561 £663 £675
% change year-on-year -15.28% -1.85% +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 falls under the Processes and Methodologies category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies requiring process or methodology skills in England.

Contract vacancies with a requirement for process or methodology skills 32,030 42,283 63,775
As % of all contract IT jobs advertised in England 85.40% 89.90% 90.87%
Number of daily rates quoted 20,779 29,697 45,496
10th Percentile £300 £325 £338
25th Percentile £413 £440 £435
Median daily rate (50th Percentile) £525 £550 £550
Median % change year-on-year -4.55% - +10.00%
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 2,363 1,526 1,693
10th Percentile £12.79 £10.69 £12.50
25th Percentile £16.01 £15.75 £15.63
Median hourly rate £37.50 £36.00 £25.68
Median % change year-on-year +4.17% +40.19% +14.13%
75th Percentile £61.30 £64.59 £50.00
90th Percentile £72.50 £75.71 £65.00
UK median hourly rate £37.00 £35.65 £26.00
% change year-on-year +3.79% +37.12% +13.04%

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 25 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 25 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 +22 18 £543 -18.11% 18
North of England +18 7 £513 -2.38% 2
Midlands +21 6 £575 -14.81%
North West +19 6 £525 +16.67% 2
South East +15 5 £425 -19.05% 1
East Midlands +10 5 £600 -11.11%
South West - 3 £488 - 2
Yorkshire +13 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 (2.70%) Apache
1 1 (2.70%) Apache Airflow
Applications
1 2 (5.41%) MS Visio
Business Applications
1 5 (13.51%) Sparx Enterprise Architect
2 1 (2.70%) SAP MDG
Cloud Services
1 5 (13.51%) AWS
1 5 (13.51%) Azure
1 5 (13.51%) Google Analytics
2 4 (10.81%) dbt
2 4 (10.81%) Power Platform
3 3 (8.11%) Snowflake
4 2 (5.41%) GitHub
5 1 (2.70%) Dynamics 365
5 1 (2.70%) GCP
5 1 (2.70%) GitHub Actions
Database & Business Intelligence
1 14 (37.84%) Data Warehouse
2 10 (27.03%) Data Lake
3 9 (24.32%) Big Data
4 8 (21.62%) Star Schema
5 6 (16.22%) Relational Database
6 5 (13.51%) Metadata
7 4 (10.81%) Power BI
7 4 (10.81%) RDBMS
8 3 (8.11%) Data Mining
8 3 (8.11%) NoSQL
8 3 (8.11%) Snowflake Schema
8 3 (8.11%) Tableau
9 2 (5.41%) BigQuery
9 2 (5.41%) Qlik Sense
9 2 (5.41%) SQL Server
10 1 (2.70%) Amazon Redshift
10 1 (2.70%) Enterprise Data Warehouse
10 1 (2.70%) PostgreSQL
10 1 (2.70%) SQL Server Analysis Services
10 1 (2.70%) SQL Server Integration Services
Development Applications
1 7 (18.92%) ERwin
2 2 (5.41%) Selenium
3 1 (2.70%) Jenkins
General
1 9 (24.32%) Social Skills
2 5 (13.51%) Analytical Skills
2 5 (13.51%) Public Sector
2 5 (13.51%) Publishing
3 4 (10.81%) Pharmaceutical
4 3 (8.11%) Finance
5 1 (2.70%) Front Office
5 1 (2.70%) Inclusion and Diversity
5 1 (2.70%) Law
Job Titles
1 13 (35.14%) Architect
2 12 (32.43%) Data Architect
3 10 (27.03%) Data Modeller
4 5 (13.51%) Analyst
4 5 (13.51%) Data Analyst
4 5 (13.51%) Senior
5 3 (8.11%) Analytics Consultant
5 3 (8.11%) Consultant
5 3 (8.11%) Senior Architect
5 3 (8.11%) Senior Data Architect
6 2 (5.41%) Azure Consultant
6 2 (5.41%) Data Analytics Architect
6 2 (5.41%) Data Consultant
6 2 (5.41%) Pricing Analyst
6 2 (5.41%) Reinsurance Data Analyst
6 2 (5.41%) Risk Analyst
6 2 (5.41%) Risk Data Analyst
6 2 (5.41%) Senior Software Engineer
6 2 (5.41%) Software Engineer
7 1 (2.70%) Data Engineer
Libraries, Frameworks & Software Standards
1 3 (8.11%) Snowpark
2 2 (5.41%) .NET
2 2 (5.41%) OpenFin
2 2 (5.41%) Playwright
2 2 (5.41%) React
2 2 (5.41%) Reactive Extensions
2 2 (5.41%) RxJS
3 1 (2.70%) GraphQL
3 1 (2.70%) gRPC
3 1 (2.70%) REST
Miscellaneous
1 6 (16.22%) Data Centre
1 6 (16.22%) Management Information System
2 3 (8.11%) Data Protection Act
2 3 (8.11%) Freedom of Information
2 3 (8.11%) Freedom of Information Act
2 3 (8.11%) Reference Data
2 3 (8.11%) Virtual Team
3 2 (5.41%) Data Structures
3 2 (5.41%) Private Cloud
3 2 (5.41%) Reinsurance
4 1 (2.70%) Life Science
Operating Systems
1 1 (2.70%) Unix
Processes & Methodologies
1 35 (94.59%) Data Modelling
2 18 (48.65%) Analytics
3 17 (45.95%) Logical Data Model
4 13 (35.14%) ETL
5 12 (32.43%) Physical Data Model
6 11 (29.73%) Data Strategy
7 10 (27.03%) Business Intelligence
7 10 (27.03%) Data Architecture
7 10 (27.03%) Data Governance
8 9 (24.32%) Data Science
9 8 (21.62%) Agile
9 8 (21.62%) Data Analysis
9 8 (21.62%) Migration
10 6 (16.22%) Change Management
10 6 (16.22%) Computer Science
10 6 (16.22%) Data Engineering
10 6 (16.22%) Visualisation
11 5 (13.51%) Data Mapping
11 5 (13.51%) Data Migration
11 5 (13.51%) Thought Leadership
Programming Languages
1 16 (43.24%) SQL
2 6 (16.22%) Python
3 2 (5.41%) C#
Qualifications
1 15 (40.54%) Degree
2 4 (10.81%) Master's Degree
3 2 (5.41%) Computer Science Degree
4 1 (2.70%) PhD
4 1 (2.70%) TOGAF Certification
Quality Assurance & Compliance
1 14 (37.84%) Data Quality
2 1 (2.70%) GDPR
2 1 (2.70%) IFRS
2 1 (2.70%) IFRS 17
2 1 (2.70%) Solvency II
Vendors
1 7 (18.92%) Databricks
1 7 (18.92%) Sparx
2 6 (16.22%) Google
3 4 (10.81%) Microsoft
4 2 (5.41%) Alteryx
4 2 (5.41%) Finsemble
4 2 (5.41%) Guidewire
5 1 (2.70%) Oracle
5 1 (2.70%) SAP