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 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 531 575 696
Rank change year-on-year +44 +121 -101
Contract jobs citing Conceptual Models 40 112 149
As % of all contract jobs advertised in the UK 0.094% 0.20% 0.17%
As % of the Processes & Methodologies category 0.11% 0.22% 0.19%
Number of daily rates quoted 30 83 105
10th Percentile £413 £483 £513
25th Percentile £472 £550 £575
Median daily rate (50th Percentile) £561 £675 £675
Median % change year-on-year -16.85% - +20.27%
75th Percentile £641 £738 £750
90th Percentile £700 £840 £800
UK excluding London median daily rate £538 £600 £665
% change year-on-year -10.42% -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 36,673 51,121 79,325
As % of all contract IT jobs advertised in the UK 86.13% 89.77% 90.61%
Number of daily rates quoted 23,631 35,432 55,673
10th Percentile £300 £325 £344
25th Percentile £413 £438 £430
Median daily rate (50th Percentile) £525 £550 £530
Median % change year-on-year -4.55% +3.77% +7.07%
75th Percentile £638 £650 £638
90th Percentile £750 £750 £738
UK excluding London median daily rate £500 £500 £480
% change year-on-year - +4.17% +9.09%
Number of hourly rates quoted 2,440 1,683 1,892
10th Percentile £12.75 £10.63 £12.50
25th Percentile £15.99 £16.01 £15.50
Median hourly rate £36.05 £36.00 £25.68
Median % change year-on-year +0.13% +40.19% +7.00%
75th Percentile £60.00 £65.00 £49.54
90th Percentile £72.50 £75.00 £65.00
UK excluding London median hourly rate £37.50 £35.00 £20.00
% change year-on-year +7.14% +75.00% -4.99%

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 18 May 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 14 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 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Jobs
England +47 34 £525 -19.23% 12
UK excluding London +61 19 £538 -10.42% 6
Work from Home +80 16 £600 -14.29% 10
London +36 16 £525 -22.22% 8
Midlands +29 8 £573 -15.19%
North of England +34 7 £513 -2.38% 3
North West +25 6 £525 +16.67% 3
East Midlands +17 5 £600 -11.11%
South West - 3 £488 -
West Midlands - 3 £570 -
South East +30 2 £425 -19.05% 1
Yorkshire +14 1 £500 -
East of England +3 1 - - 1
Scotland - 1 £715 -

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 3 (7.50%) Apache Airflow
2 1 (2.50%) Apache
2 1 (2.50%) Apache Spark
Applications
1 2 (5.00%) MS Visio
Business Applications
1 1 (2.50%) SAP MDG
1 1 (2.50%) SAP S/4HANA
Cloud Services
1 8 (20.00%) Azure
2 7 (17.50%) Google Analytics
3 4 (10.00%) AWS
3 4 (10.00%) dbt
3 4 (10.00%) Power Platform
3 4 (10.00%) Snowflake
4 2 (5.00%) GCP
4 2 (5.00%) GitHub
4 2 (5.00%) Serverless
5 1 (2.50%) Dynamics 365
5 1 (2.50%) Fivetran
5 1 (2.50%) GitHub Actions
Database & Business Intelligence
1 16 (40.00%) Data Warehouse
2 10 (25.00%) Metadata
3 9 (22.50%) Big Data
4 5 (12.50%) Data Lake
4 5 (12.50%) Relational Database
4 5 (12.50%) Tableau
5 4 (10.00%) Power BI
5 4 (10.00%) RDBMS
5 4 (10.00%) Star Schema
6 3 (7.50%) BigQuery
6 3 (7.50%) Data Mining
6 3 (7.50%) Enterprise Data Warehouse
6 3 (7.50%) NoSQL
6 3 (7.50%) OLAP
6 3 (7.50%) OLTP
6 3 (7.50%) SQL Server
7 2 (5.00%) Qlik Sense
7 2 (5.00%) Snowflake Schema
7 2 (5.00%) SQL Server Analysis Services
7 2 (5.00%) SQL Server Integration Services
Development Applications
1 3 (7.50%) ERwin
2 2 (5.00%) kappa
3 1 (2.50%) Jenkins
3 1 (2.50%) Selenium
General
1 9 (22.50%) Social Skills
2 6 (15.00%) Public Sector
3 5 (12.50%) Analytical Skills
3 5 (12.50%) Publishing
4 4 (10.00%) Finance
4 4 (10.00%) Pharmaceutical
5 1 (2.50%) Banking
5 1 (2.50%) Front Office
5 1 (2.50%) General Ledger
Job Titles
1 15 (37.50%) Architect
2 12 (30.00%) Data Architect
3 8 (20.00%) Data Modeller
4 5 (12.50%) Analyst
4 5 (12.50%) Data Analyst
5 4 (10.00%) Senior
6 3 (7.50%) Analytics Consultant
6 3 (7.50%) Consultant
6 3 (7.50%) Enterprise Architect
6 3 (7.50%) Enterprise Data Architect
6 3 (7.50%) Senior Architect
6 3 (7.50%) Senior Data Architect
7 2 (5.00%) Azure Consultant
7 2 (5.00%) Data Analytics Architect
7 2 (5.00%) Data Consultant
7 2 (5.00%) Data Engineer
7 2 (5.00%) Pricing Analyst
7 2 (5.00%) Reinsurance Data Analyst
7 2 (5.00%) Risk Analyst
7 2 (5.00%) Risk Data Analyst
Libraries, Frameworks & Software Standards
1 1 (2.50%) .NET
1 1 (2.50%) OpenFin
1 1 (2.50%) Playwright
1 1 (2.50%) React
1 1 (2.50%) Reactive Extensions
1 1 (2.50%) RxJS
Miscellaneous
1 5 (12.50%) Data Centre
1 5 (12.50%) Management Information System
2 4 (10.00%) Data Structures
2 4 (10.00%) Reference Data
2 4 (10.00%) Taxonomies
3 3 (7.50%) Data Protection Act
3 3 (7.50%) Freedom of Information
3 3 (7.50%) Freedom of Information Act
3 3 (7.50%) Product Ownership
3 3 (7.50%) Virtual Team
4 2 (5.00%) Reinsurance
5 1 (2.50%) Data Fabric
5 1 (2.50%) Hybrid Cloud
5 1 (2.50%) Legacy Systems
5 1 (2.50%) Life Science
5 1 (2.50%) Private Cloud
Operating Systems
1 1 (2.50%) Unix
Processes & Methodologies
1 38 (95.00%) Data Modelling
2 21 (52.50%) Logical Data Model
3 19 (47.50%) Analytics
4 14 (35.00%) Business Intelligence
5 12 (30.00%) Data Governance
5 12 (30.00%) Physical Data Model
6 10 (25.00%) Data Architecture
6 10 (25.00%) ETL
7 9 (22.50%) Data Engineering
7 9 (22.50%) Data Strategy
7 9 (22.50%) Use Case
8 8 (20.00%) Agile
8 8 (20.00%) Change Management
8 8 (20.00%) Data Analysis
8 8 (20.00%) Data Science
8 8 (20.00%) Data Transformation
9 7 (17.50%) Data Management
9 7 (17.50%) Master Data Management
9 7 (17.50%) Thought Leadership
9 7 (17.50%) User Acceptance Testing
Programming Languages
1 15 (37.50%) SQL
2 5 (12.50%) Python
3 1 (2.50%) C#
Qualifications
1 13 (32.50%) Degree
2 4 (10.00%) Master's Degree
3 2 (5.00%) Computer Science Degree
4 1 (2.50%) PhD
4 1 (2.50%) TOGAF Certification
Quality Assurance & Compliance
1 12 (30.00%) Data Quality
2 2 (5.00%) IFRS
2 2 (5.00%) IFRS 17
2 2 (5.00%) Solvency II
3 1 (2.50%) GDPR
Vendors
1 9 (22.50%) Google
2 5 (12.50%) Databricks
3 4 (10.00%) Microsoft
4 3 (7.50%) Sparx
5 2 (5.00%) Alteryx
5 2 (5.00%) SAP
6 1 (2.50%) Finsemble
6 1 (2.50%) Guidewire
6 1 (2.50%) Oracle