Kimball Methodology Contracts

The Kimball Lifecycle
UK

The table below provides summary statistics for contract job vacancies requiring Kimball Methodology skills. It includes a benchmarking guide to the contractor rates offered in vacancies that cited Kimball Methodology over the 6 months leading up to 1 May 2025, comparing them to the same period in the previous two years.

6 months to
1 May 2025
Same period 2024 Same period 2023
Rank 490 528 623
Rank change year-on-year +38 +95 +28
Contract jobs citing Kimball Methodology 30 54 95
As % of all contract jobs advertised in the UK 0.10% 0.12% 0.16%
As % of the Processes & Methodologies category 0.11% 0.14% 0.18%
Number of daily rates quoted 23 38 73
10th Percentile £416 £400 £444
25th Percentile £450 £425 £475
Median daily rate (50th Percentile) £550 £513 £538
Median % change year-on-year +7.32% -4.65% +2.38%
75th Percentile £600 £588 £638
90th Percentile £646 £744 £724
UK excluding London median daily rate £475 £475 £588
% change year-on-year - -19.15% +11.90%
Number of hourly rates quoted 0 0 2
10th Percentile - - £50.13
25th Percentile - - £50.31
Median hourly rate - - £51.25
75th Percentile - - £52.81
90th Percentile - - £53.38
UK excluding London median hourly rate - - £50.00

All Process and Methodology Skills
UK

Kimball Methodology 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.

Contract vacancies with a requirement for process or methodology skills 26,594 37,597 53,655
As % of all contract IT jobs advertised in the UK 90.84% 86.31% 89.91%
Number of daily rates quoted 17,149 24,227 37,238
10th Percentile £308 £300 £325
25th Percentile £413 £413 £438
Median daily rate (50th Percentile) £520 £525 £550
Median % change year-on-year -0.95% -4.55% +4.76%
75th Percentile £630 £638 £650
90th Percentile £743 £750 £750
UK excluding London median daily rate £483 £500 £500
% change year-on-year -3.50% - +5.26%
Number of hourly rates quoted 1,071 2,443 1,746
10th Percentile £14.41 £12.75 £11.00
25th Percentile £18.21 £16.00 £16.25
Median hourly rate £29.00 £35.65 £37.30
Median % change year-on-year -18.65% -4.42% +49.20%
75th Percentile £60.38 £59.98 £65.00
90th Percentile £75.00 £72.50 £75.00
UK excluding London median hourly rate £27.50 £37.34 £36.00
% change year-on-year -26.35% +3.72% +80.00%

Kimball Methodology
Job Vacancy Trend

Job postings citing Kimball Methodology as a proportion of all IT jobs advertised.

Job vacancy trend for Kimball Methodology in the UK

Kimball Methodology
Contractor Daily Rate Trend

3-month moving average daily rate quoted in jobs citing Kimball Methodology.

Daily rate trend for Kimball Methodology in the UK

Kimball Methodology
Daily Rate Histogram

Daily rate distribution for jobs citing Kimball Methodology over the 6 months to 1 May 2025.

Daily rate histogram for Kimball Methodology in the UK

Kimball Methodology
Contractor Hourly Rate Trend

3-month moving average hourly rates quoted in jobs citing Kimball Methodology.

Hourly rate trend for Kimball Methodology in the UK

Kimball Methodology
Top 9 Contract Locations

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Kimball Methodology within the UK over the 6 months to 1 May 2025. 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 +35 29 £563 +9.76% 64
London +27 19 £600 +9.09% 43
UK excluding London +53 10 £475 - 31
Work from Home +35 8 £600 +9.09% 28
North of England - 8 £475 - 3
North West - 4 £463 - 2
South West +40 2 £475 +5.56% 8
North East - 2 £575 -
Yorkshire - 2 £488 - 1

Kimball Methodology
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 1 (3.33%) Apache Spark
Cloud Services
1 11 (36.67%) AWS
1 11 (36.67%) Azure
2 5 (16.67%) Amazon S3
2 5 (16.67%) dbt
2 5 (16.67%) GitHub
3 4 (13.33%) Azure Cosmos DB
3 4 (13.33%) GitHub Actions
3 4 (13.33%) Power Platform
4 3 (10.00%) Azure Data Factory
4 3 (10.00%) Cloud Computing
4 3 (10.00%) SaaS
5 2 (6.67%) Azure Logic Apps
5 2 (6.67%) Azure Synapse Analytics
6 1 (3.33%) Azure DevOps
6 1 (3.33%) Fivetran
6 1 (3.33%) WhatsApp
Database & Business Intelligence
1 14 (46.67%) Data Warehouse
2 10 (33.33%) Data Lake
2 10 (33.33%) Data Vault
3 7 (23.33%) RDBMS
3 7 (23.33%) Relational Database
4 6 (20.00%) Amazon Redshift
4 6 (20.00%) Data Mart
5 5 (16.67%) Azure SQL Database
5 5 (16.67%) Tableau
6 4 (13.33%) Power BI
7 3 (10.00%) NoSQL
7 3 (10.00%) SQL Server
8 2 (6.67%) Azure SQL Data Warehouse
8 2 (6.67%) Data Mining
8 2 (6.67%) Oracle Database
8 2 (6.67%) Parquet
8 2 (6.67%) Snowflake Schema
8 2 (6.67%) Star Schema
8 2 (6.67%) TKPROF
9 1 (3.33%) Delta Lake
Development Applications
1 4 (13.33%) ERwin
2 1 (3.33%) ER Studio
General
1 5 (16.67%) Analytical Skills
1 5 (16.67%) Finance
2 3 (10.00%) Public Sector
2 3 (10.00%) Retail
3 2 (6.67%) Banking
3 2 (6.67%) Investment Banking
3 2 (6.67%) Retail Banking
4 1 (3.33%) Legal
4 1 (3.33%) Presentation Skills
4 1 (3.33%) Social Skills
Job Titles
1 10 (33.33%) Architect
1 10 (33.33%) Data Architect
1 10 (33.33%) Data Modeller
2 5 (16.67%) Data Engineer
3 4 (13.33%) Developer
3 4 (13.33%) Lead
3 4 (13.33%) Senior
4 2 (6.67%) Azure Data Engineer
4 2 (6.67%) Azure Engineer
4 2 (6.67%) Lead Data Engineer
4 2 (6.67%) Oracle Developer
4 2 (6.67%) Senior Architect
4 2 (6.67%) Senior Data Architect
4 2 (6.67%) Senior Data Modeller
5 1 (3.33%) Azure Architect
5 1 (3.33%) Azure Data Architect
5 1 (3.33%) Data Warehouse Developer
5 1 (3.33%) Power BI Engineer
5 1 (3.33%) SQL Developer
Libraries, Frameworks & Software Standards
1 4 (13.33%) Jinja
2 1 (3.33%) JSON
2 1 (3.33%) PySpark
Miscellaneous
1 2 (6.67%) Data Structures
2 1 (3.33%) Onboarding
Processes & Methodologies
1 24 (80.00%) Data Modelling
2 11 (36.67%) Business Intelligence
3 9 (30.00%) Analytics
4 8 (26.67%) Data Design
4 8 (26.67%) Data Strategy
4 8 (26.67%) Visualisation
5 7 (23.33%) Data Visualisation
5 7 (23.33%) Dimensional Modelling
5 7 (23.33%) Stakeholder Management
6 6 (20.00%) Data Science
7 5 (16.67%) CI/CD
7 5 (16.67%) Data Architecture
7 5 (16.67%) Data Governance
7 5 (16.67%) Data Management
7 5 (16.67%) Design Patterns
7 5 (16.67%) Domain Models
7 5 (16.67%) Predictive Modelling
7 5 (16.67%) Strategic Thinking
7 5 (16.67%) Use Case
8 4 (13.33%) Data Integration
Programming Languages
1 16 (53.33%) SQL
2 5 (16.67%) Python
3 1 (3.33%) Data Analysis Expressions
3 1 (3.33%) T-SQL
Qualifications
1 5 (16.67%) Degree
1 5 (16.67%) Security Cleared
2 2 (6.67%) Azure Certification
2 2 (6.67%) CTC Cleared
Quality Assurance & Compliance
1 2 (6.67%) Data Quality
Vendors
1 8 (26.67%) Databricks
2 2 (6.67%) Oracle