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 24 April 2024 with a comparison to the same period in the previous 2 years.

6 months to
24 Apr 2024
Same period 2023 Same period 2022
Rank 505 565 668
Rank change year-on-year +60 +103 -132
Contract jobs citing Conceptual Models 31 95 120
As % of all contract jobs advertised in England 0.083% 0.19% 0.17%
As % of the Processes & Methodologies category 0.096% 0.21% 0.19%
Number of daily rates quoted 21 73 81
10th Percentile £413 £513 £463
25th Percentile £485 £550 £544
Median daily rate (50th Percentile) £525 £675 £668
Median % change year-on-year -22.22% +1.05% +21.45%
75th Percentile £588 £738 £725
90th Percentile £663 £850 £775
UK median daily rate £563 £675 £650
% change year-on-year -16.67% +3.85% +18.18%
Number of hourly rates quoted 0 1 2
10th Percentile - - £16.67
25th Percentile - £62.09 £17.31
Median hourly rate - £66.69 £19.00
Median % change year-on-year - +251.07% -
75th Percentile - £71.28 £20.06
90th Percentile - - £20.32
UK median hourly rate - £66.69 £19.00
% change year-on-year - +251.07% -

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 32,208 45,878 64,835
As % of all contract IT jobs advertised in England 86.52% 90.28% 90.75%
Number of daily rates quoted 21,179 32,145 45,991
10th Percentile £300 £325 £330
25th Percentile £413 £445 £425
Median daily rate (50th Percentile) £525 £550 £535
Median % change year-on-year -4.55% +2.80% +9.41%
75th Percentile £650 £675 £650
90th Percentile £750 £768 £744
UK median daily rate £525 £550 £525
% change year-on-year -4.55% +4.76% +8.25%
Number of hourly rates quoted 2,233 1,631 1,786
10th Percentile £12.86 £11.00 £12.50
25th Percentile £15.95 £16.74 £15.25
Median hourly rate £35.00 £38.35 £24.00
Median % change year-on-year -8.74% +59.79% -
75th Percentile £59.44 £65.00 £49.23
90th Percentile £72.50 £75.00 £63.19
UK median hourly rate £35.00 £37.50 £25.00
% change year-on-year -6.67% +50.00% -

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 24 April 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 24 April 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 +35 14 £525 -22.22% 7
Midlands - 8 £573 - 2
North of England +41 6 £525 -13.40% 7
North West +22 5 £525 -14.29% 6
East Midlands - 5 £600 - 1
South West - 3 £508 -
West Midlands - 3 £570 - 1
Yorkshire +25 1 £500 - 1
South East +10 1 £425 -19.05% 3
East of England - 1 - - 5
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 (3.23%) Apache
1 1 (3.23%) Apache Airflow
Applications
1 1 (3.23%) MS Visio
Business Applications
1 2 (6.45%) Sparx Enterprise Architect
2 1 (3.23%) SAP MDG
2 1 (3.23%) SAP S/4HANA
Cloud Services
1 6 (19.35%) Azure
2 5 (16.13%) Google Analytics
3 4 (12.90%) AWS
4 3 (9.68%) Snowflake
5 2 (6.45%) dbt
5 2 (6.45%) GitHub
5 2 (6.45%) Power Platform
5 2 (6.45%) Serverless
6 1 (3.23%) Dynamics 365
6 1 (3.23%) GitHub Actions
Database & Business Intelligence
1 13 (41.94%) Data Warehouse
2 9 (29.03%) Metadata
3 7 (22.58%) Big Data
4 5 (16.13%) Relational Database
5 4 (12.90%) Data Lake
5 4 (12.90%) RDBMS
5 4 (12.90%) Star Schema
6 3 (9.68%) Enterprise Data Warehouse
6 3 (9.68%) NoSQL
6 3 (9.68%) OLAP
6 3 (9.68%) OLTP
6 3 (9.68%) SQL Server
7 2 (6.45%) Power BI
7 2 (6.45%) SQL Server Analysis Services
7 2 (6.45%) SQL Server Integration Services
8 1 (3.23%) Amazon Redshift
8 1 (3.23%) Data Mining
8 1 (3.23%) PostgreSQL
8 1 (3.23%) Snowflake Schema
8 1 (3.23%) Tableau
Development Applications
1 3 (9.68%) ERwin
2 2 (6.45%) kappa
3 1 (3.23%) Jenkins
3 1 (3.23%) Selenium
General
1 9 (29.03%) Social Skills
2 7 (22.58%) Public Sector
3 5 (16.13%) Publishing
4 4 (12.90%) Finance
4 4 (12.90%) Pharmaceutical
5 2 (6.45%) Analytical Skills
6 1 (3.23%) Banking
6 1 (3.23%) Front Office
6 1 (3.23%) General Ledger
Job Titles
1 11 (35.48%) Architect
2 9 (29.03%) Data Architect
3 6 (19.35%) Data Modeller
4 4 (12.90%) Enterprise Architect
4 4 (12.90%) Senior
5 3 (9.68%) Analyst
5 3 (9.68%) Analytics Consultant
5 3 (9.68%) Consultant
5 3 (9.68%) Data Analyst
5 3 (9.68%) Enterprise Data Architect
5 3 (9.68%) Senior Architect
5 3 (9.68%) Senior Data Architect
6 2 (6.45%) Azure Consultant
6 2 (6.45%) Data Analytics Architect
6 2 (6.45%) Data Consultant
6 2 (6.45%) Data Engineer
6 2 (6.45%) Pricing Analyst
6 2 (6.45%) Reinsurance Data Analyst
6 2 (6.45%) Risk Analyst
6 2 (6.45%) Risk Data Analyst
Libraries, Frameworks & Software Standards
1 1 (3.23%) .NET
1 1 (3.23%) OpenFin
1 1 (3.23%) Playwright
1 1 (3.23%) React
1 1 (3.23%) Reactive Extensions
1 1 (3.23%) RxJS
Miscellaneous
1 4 (12.90%) Data Centre
1 4 (12.90%) Reference Data
2 3 (9.68%) Data Protection Act
2 3 (9.68%) Freedom of Information
2 3 (9.68%) Freedom of Information Act
2 3 (9.68%) Management Information System
2 3 (9.68%) Product Ownership
2 3 (9.68%) Taxonomies
2 3 (9.68%) Virtual Team
3 2 (6.45%) Reinsurance
4 1 (3.23%) Data Structures
4 1 (3.23%) Life Science
4 1 (3.23%) Private Cloud
Operating Systems
1 1 (3.23%) Unix
Processes & Methodologies
1 29 (93.55%) Data Modelling
2 16 (51.61%) Logical Data Model
3 15 (48.39%) Analytics
4 12 (38.71%) Business Intelligence
5 10 (32.26%) Data Architecture
6 9 (29.03%) Data Governance
6 9 (29.03%) Physical Data Model
7 8 (25.81%) Data Strategy
8 7 (22.58%) Data Engineering
8 7 (22.58%) Master Data Management
8 7 (22.58%) Migration
9 6 (19.35%) Change Management
9 6 (19.35%) Data Analysis
9 6 (19.35%) ETL
9 6 (19.35%) Information Management
9 6 (19.35%) Metadata Management
9 6 (19.35%) Roadmaps
9 6 (19.35%) Use Case
10 5 (16.13%) Data Science
10 5 (16.13%) Thought Leadership
Programming Languages
1 12 (38.71%) SQL
2 2 (6.45%) Python
3 1 (3.23%) C#
Qualifications
1 10 (32.26%) Degree
2 4 (12.90%) Master's Degree
3 2 (6.45%) Security Cleared
4 1 (3.23%) PhD
4 1 (3.23%) TOGAF Certification
Quality Assurance & Compliance
1 10 (32.26%) Data Quality
2 2 (6.45%) IFRS
2 2 (6.45%) IFRS 17
2 2 (6.45%) Solvency II
3 1 (3.23%) GDPR
Vendors
1 5 (16.13%) Google
2 4 (12.90%) Microsoft
3 3 (9.68%) Databricks
3 3 (9.68%) Sparx
4 2 (6.45%) SAP
5 1 (3.23%) Finsemble
5 1 (3.23%) Oracle