Kimball Methodology Jobs

The Kimball Lifecycle
UK

The table below provides summary statistics for permanent job vacancies requiring Kimball Methodology skills. It includes a benchmarking guide to the annual salaries offered in vacancies that cited Kimball Methodology over the 6 months leading up to 29 May 2025, comparing them to the same period in the previous two years.

6 months to
29 May 2025
Same period 2024 Same period 2023
Rank 654 789 766
Rank change year-on-year +135 -23 +155
Permanent jobs citing Kimball Methodology 54 125 187
As % of all permanent jobs advertised in the UK 0.098% 0.12% 0.19%
As % of the Processes & Methodologies category 0.11% 0.14% 0.20%
Number of salaries quoted 43 79 132
10th Percentile £44,000 £47,500 £42,500
25th Percentile £50,750 £55,000 £50,938
Median annual salary (50th Percentile) £65,000 £67,500 £70,000
Median % change year-on-year -3.70% -3.57% +27.27%
75th Percentile £80,000 £84,375 £80,000
90th Percentile £85,000 £98,000 £85,000
UK excluding London median annual salary £60,000 £65,000 £50,000
% change year-on-year -7.69% +30.00% +2.56%

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 permanent job vacancies requiring process or methodology skills.

Permanent vacancies with a requirement for process or methodology skills 51,417 86,448 93,028
As % of all permanent jobs advertised in the UK 93.74% 84.24% 95.56%
Number of salaries quoted 25,323 60,550 54,986
10th Percentile £29,000 £29,250 £34,000
25th Percentile £41,250 £40,000 £45,000
Median annual salary (50th Percentile) £57,500 £55,000 £61,000
Median % change year-on-year +4.55% -9.84% +1.67%
75th Percentile £75,000 £72,500 £81,250
90th Percentile £97,500 £92,500 £100,000
UK excluding London median annual salary £51,564 £50,000 £55,000
% change year-on-year +3.13% -9.09% +4.76%

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
Salary Trend

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

Salary trend for Kimball Methodology in the UK

Kimball Methodology
Salary Histogram

Salary distribution for jobs citing Kimball Methodology over the 6 months to 29 May 2025.

Salary histogram for Kimball Methodology in the UK

Kimball Methodology
Top 11 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Kimball Methodology within the UK over the 6 months to 29 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
England +124 54 £65,000 -3.70% 216
UK excluding London +139 33 £60,000 -7.69% 193
London +87 18 £85,000 +25.93% 51
Midlands +58 16 £45,000 -28.00% 35
West Midlands +57 16 £45,000 -28.00% 19
Work from Home +78 15 £45,000 -33.33% 120
South West +118 8 £55,000 -37.14% 24
South East +82 6 £65,000 -3.70% 50
North of England +24 2 - - 49
North West 0 2 - - 28
East of England +37 1 £65,000 +8.33% 24

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 9 (16.67%) SharePoint
2 7 (12.96%) Apache
3 6 (11.11%) Apache Spark
4 3 (5.56%) Apache Airflow
5 1 (1.85%) Jupyter
5 1 (1.85%) Luigi
5 1 (1.85%) SAS
Business Applications
1 2 (3.70%) Dynamics AX
2 1 (1.85%) Sparx Enterprise Architect
Cloud Services
1 42 (77.78%) Azure
2 35 (64.81%) Power Platform
3 29 (53.70%) Azure Data Factory
4 14 (25.93%) AWS
5 13 (24.07%) Azure Synapse Analytics
6 10 (18.52%) PaaS
7 9 (16.67%) IaaS
7 9 (16.67%) Power Automate
7 9 (16.67%) PowerApps
8 8 (14.81%) Azure DevOps
9 6 (11.11%) GCP
10 5 (9.26%) Amazon S3
11 4 (7.41%) Snowflake
12 2 (3.70%) Azure Cosmos DB
12 2 (3.70%) Cloud Computing
12 2 (3.70%) Matillion
12 2 (3.70%) SaaS
13 1 (1.85%) Azure App Service
13 1 (1.85%) Dynamics 365
13 1 (1.85%) Fivetran
Database & Business Intelligence
1 40 (74.07%) Data Warehouse
2 35 (64.81%) Power BI
3 27 (50.00%) Data Lake
4 15 (27.78%) SQL Server Integration Services
5 12 (22.22%) SQL Server Reporting Services
6 10 (18.52%) Star Schema
7 9 (16.67%) Relational Database
8 6 (11.11%) Azure SQL Database
8 6 (11.11%) Data Vault
8 6 (11.11%) NoSQL
8 6 (11.11%) SQL Server
9 5 (9.26%) Big Data
9 5 (9.26%) Parquet
10 4 (7.41%) SQL Server Analysis Services
11 2 (3.70%) Data Mart
11 2 (3.70%) Data Mining
11 2 (3.70%) HDInsight
11 2 (3.70%) MongoDB
12 1 (1.85%) RDBMS
12 1 (1.85%) Snowflake Schema
Development Applications
1 9 (16.67%) SQL Server Management Studio (SSMS)
2 4 (7.41%) Git
3 2 (3.70%) ERwin
4 1 (1.85%) ER Studio
4 1 (1.85%) Team Foundation Server
4 1 (1.85%) Visual Studio
General
1 14 (25.93%) Finance
2 6 (11.11%) Inclusion and Diversity
3 5 (9.26%) Social Skills
4 3 (5.56%) Analytical Skills
4 3 (5.56%) Retail
5 2 (3.70%) Manufacturing
6 1 (1.85%) Banking
6 1 (1.85%) Documentation Skills
6 1 (1.85%) Games
6 1 (1.85%) Local Government
6 1 (1.85%) Marketing
6 1 (1.85%) Public Sector
Job Titles
1 21 (38.89%) Data Engineer
2 15 (27.78%) Developer
3 14 (25.93%) Business Intelligence Developer
4 13 (24.07%) Power BI Developer
5 12 (22.22%) Senior
6 11 (20.37%) Senior Data Engineer
7 9 (16.67%) Architect
7 9 (16.67%) Business Developer
7 9 (16.67%) Data Architect
7 9 (16.67%) ETL Developer
7 9 (16.67%) SQL BI Developer
7 9 (16.67%) SQL Developer
8 5 (9.26%) Azure Data Engineer
8 5 (9.26%) Azure Engineer
8 5 (9.26%) Lead
8 5 (9.26%) SSIS Developer
9 4 (7.41%) Design Engineer
9 4 (7.41%) Development Engineer
9 4 (7.41%) Solutions Architect
10 3 (5.56%) Python Engineer
Libraries, Frameworks & Software Standards
1 8 (14.81%) PySpark
2 5 (9.26%) REST
3 1 (1.85%) Apache Avro
3 1 (1.85%) GraphQL
3 1 (1.85%) Great Expectations
3 1 (1.85%) Kafka
Miscellaneous
1 11 (20.37%) Management Information System
2 5 (9.26%) Cloud Native
3 4 (7.41%) Reinsurance
4 2 (3.70%) IoT
5 1 (1.85%) Data Structures
5 1 (1.85%) Legacy Systems
5 1 (1.85%) Online Games
5 1 (1.85%) Product Ownership
5 1 (1.85%) Renewable Energy
Processes & Methodologies
1 44 (81.48%) Business Intelligence
2 32 (59.26%) Analytics
3 26 (48.15%) Data Modelling
4 23 (42.59%) ETL
5 18 (33.33%) Data Architecture
5 18 (33.33%) Data Engineering
6 15 (27.78%) Problem-Solving
7 14 (25.93%) Decision-Making
8 13 (24.07%) Data Pipeline
9 12 (22.22%) Data Governance
9 12 (22.22%) Inmon Methodology
10 11 (20.37%) Critical Thinking
10 11 (20.37%) DevOps
10 11 (20.37%) Machine Learning
11 10 (18.52%) CRM
12 9 (16.67%) Case Management
12 9 (16.67%) Customer Service
12 9 (16.67%) Data Mapping
12 9 (16.67%) Data Security
13 8 (14.81%) Dimensional Modelling
Programming Languages
1 43 (79.63%) SQL
2 22 (40.74%) Python
3 10 (18.52%) T-SQL
4 4 (7.41%) PL/SQL
5 3 (5.56%) Data Analysis Expressions
6 2 (3.70%) C#
6 2 (3.70%) Kusto Query Language
7 1 (1.85%) Bicep
7 1 (1.85%) Java
7 1 (1.85%) JavaScript
7 1 (1.85%) JCL
7 1 (1.85%) R
Qualifications
1 2 (3.70%) Computer Science Degree
1 2 (3.70%) Degree
2 1 (1.85%) Azure Certification
2 1 (1.85%) BPSS Clearance
2 1 (1.85%) DBS Check
2 1 (1.85%) Master's Degree
2 1 (1.85%) SC Cleared
2 1 (1.85%) Security Cleared
Quality Assurance & Compliance
1 21 (38.89%) Data Quality
2 7 (12.96%) Accessibility
3 4 (7.41%) GDPR
4 1 (1.85%) Cyber Essentials
4 1 (1.85%) ISO/IEC 27001
4 1 (1.85%) PCI DSS
4 1 (1.85%) QA
System Software
1 1 (1.85%) Docker
Systems Management
1 1 (1.85%) Kubernetes
1 1 (1.85%) Terraform
Vendors
1 18 (33.33%) Databricks
2 16 (29.63%) Microsoft
3 5 (9.26%) Oracle
4 2 (3.70%) IFS
5 1 (1.85%) Google
5 1 (1.85%) IBM
5 1 (1.85%) Informatica
5 1 (1.85%) Sparx
5 1 (1.85%) Teradata