Kimball Methodology Job Trends in England

The Kimball Lifecycle
UK > England

The table below provides summary statistics and salary benchmarking for jobs advertised in England requiring Kimball Methodology skills. It covers permanent job vacancies from the 6 months leading up to 14 January 2026, with comparisons to the same periods in the previous two years.

6 months to
14 Jan 2026
Same period 2025 Same period 2024
Rank 576 631 620
Rank change year-on-year +55 -11 +148
Permanent jobs citing Kimball Methodology 41 48 60
As % of all permanent jobs in England 0.078% 0.100% 0.12%
As % of the Processes & Methodologies category 0.096% 0.11% 0.14%
Number of salaries quoted 35 32 47
10th Percentile £56,000 - £46,510
25th Percentile £63,750 £53,750 £49,250
Median annual salary (50th Percentile) £82,500 £65,000 £62,500
Median % change year-on-year +26.92% +4.00% -3.85%
75th Percentile £108,750 £70,000 £74,375
90th Percentile £110,000 £82,250 £87,500
UK median annual salary £82,500 £65,000 £62,500
% change year-on-year +26.92% +4.00% -3.85%

All Process & Methodology Skills
England

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 in England.

Permanent vacancies with a requirement for process or methodology skills 42,913 43,729 44,234
As % of all permanent jobs advertised in England 81.21% 90.84% 89.77%
Number of salaries quoted 25,804 21,413 34,236
10th Percentile £28,742 £35,000 £31,250
25th Percentile £37,500 £46,000 £42,500
Median annual salary (50th Percentile) £55,000 £60,000 £60,000
Median % change year-on-year -8.33% - -4.00%
75th Percentile £76,250 £81,250 £80,000
90th Percentile £97,500 £100,000 £98,750
UK median annual salary £55,000 £60,000 £60,000
% change year-on-year -8.33% - -4.00%

Kimball Methodology
Job Vacancy Trend in England

Historical trend showing the proportion of permanent IT job postings citing Kimball Methodology relative to all permanent IT jobs advertised in England.

Kimball Methodology job vacancy trend in England

Kimball Methodology
Salary Trend in England

Salary distribution trend for jobs in England citing Kimball Methodology.

Salary distribution trend for jobs in England citing Kimball Methodology

Kimball Methodology
Salary Histogram in England

Salary distribution for jobs citing Kimball Methodology in England over the 6 months to 14 January 2026.

Salary histogram for Kimball Methodology in England

Kimball Methodology
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Kimball Methodology within the England region over the 6 months to 14 January 2026. 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
London +55 17 £110,000 +69.23% 6
North of England +16 10 £60,000 - 4
Yorkshire - 9 £60,000 - 1
South West +9 6 £72,500 +31.82%
South East +29 4 £75,000 +30.43% 7
Midlands +20 4 £71,250 +9.62% 2
West Midlands +20 3 £60,000 +4.35% 2
East Midlands -8 1 £82,500 +17.86%
North East - 1 - - 1
Kimball Methodology
UK

Kimball Methodology
Co-Occurring Skills & Capabilities in England by Category

The following tables expand on the one above by listing co-occurrences grouped by category. They cover the same employment type, locality and period, with up to 20 co-occurrences shown in each category:

Application Platforms
1 5 (12.20%) Apache Spark
1 5 (12.20%) SAS
2 3 (7.32%) Apache
3 1 (2.44%) Apache Airflow
Applications
1 2 (4.88%) Spreadsheet
Cloud Services
1 37 (90.24%) Azure
2 18 (43.90%) Power Platform
3 16 (39.02%) Azure Data Factory
4 10 (24.39%) Azure Cosmos DB
5 8 (19.51%) dbt
5 8 (19.51%) SaaS
6 6 (14.63%) Azure DevOps
7 5 (12.20%) Azure Synapse Analytics
8 4 (9.76%) Serverless
9 3 (7.32%) Amazon S3
9 3 (7.32%) Amazon SQS
9 3 (7.32%) AWS
9 3 (7.32%) AWS CloudFormation
9 3 (7.32%) AWS Lambda
9 3 (7.32%) AWS Step Functions
9 3 (7.32%) GitHub
10 1 (2.44%) Azure Functions
10 1 (2.44%) Azure Logic Apps
10 1 (2.44%) Azure Stack
10 1 (2.44%) Snowflake
Database & Business Intelligence
1 19 (46.34%) Data Vault
2 18 (43.90%) Data Lake
2 18 (43.90%) Data Warehouse
3 17 (41.46%) Power BI
4 13 (31.71%) Azure SQL Database
5 10 (24.39%) Azure SQL Data Warehouse
5 10 (24.39%) Metadata
6 9 (21.95%) Data Mining
7 8 (19.51%) SQL Server Integration Services
8 5 (12.20%) Delta Lake
8 5 (12.20%) SAS EBI
8 5 (12.20%) SQL Server Reporting Services
9 4 (9.76%) Amazon Redshift
9 4 (9.76%) SQL Server
10 3 (7.32%) Amazon Aurora
10 3 (7.32%) Apache Iceberg
11 1 (2.44%) BigQuery
11 1 (2.44%) Looker
11 1 (2.44%) Semantic Layer
11 1 (2.44%) Spark SQL
Development Applications
1 2 (4.88%) Git
General
1 18 (43.90%) Social Skills
2 11 (26.83%) Analytical Skills
3 10 (24.39%) Finance
4 8 (19.51%) Retail
5 1 (2.44%) Inclusion and Diversity
5 1 (2.44%) Organisational Skills
Job Titles
1 18 (43.90%) Architect
1 18 (43.90%) Data Architect
2 14 (34.15%) Senior
3 10 (24.39%) Data Engineer
4 8 (19.51%) Azure Architect
4 8 (19.51%) Azure Data Architect
4 8 (19.51%) Senior Architect
4 8 (19.51%) Senior Data Architect
5 5 (12.20%) Data Manager
5 5 (12.20%) Service Manager
6 4 (9.76%) Consultant
6 4 (9.76%) Senior Data Engineer
7 3 (7.32%) Principal Architect
7 3 (7.32%) Principal Data Architect
8 2 (4.88%) Business Intelligence Developer
8 2 (4.88%) Developer
9 1 (2.44%) Analyst
9 1 (2.44%) Data Analyst
9 1 (2.44%) Developer Analyst
9 1 (2.44%) Senior Developer
Libraries, Frameworks & Software Standards
1 5 (12.20%) PySpark
2 3 (7.32%) Pandas
Miscellaneous
1 3 (7.32%) Virtual Team
2 2 (4.88%) Analytical Mindset
3 1 (2.44%) Data Structures
3 1 (2.44%) EPoS
3 1 (2.44%) Management Information System
Processes & Methodologies
1 29 (70.73%) Data Modelling
2 21 (51.22%) Business Intelligence
3 17 (41.46%) Data Architecture
4 16 (39.02%) Agile
5 15 (36.59%) Data Governance
5 15 (36.59%) Data Strategy
5 15 (36.59%) ETL
6 14 (34.15%) Data Engineering
7 13 (31.71%) Stakeholder Engagement
8 12 (29.27%) DevOps
8 12 (29.27%) Problem-Solving
9 11 (26.83%) Data Management
10 9 (21.95%) Dimensional Modelling
11 8 (19.51%) Analytics
11 8 (19.51%) Data Design
11 8 (19.51%) Data Pipeline
11 8 (19.51%) Technical Debt
12 7 (17.07%) Decision-Making
13 6 (14.63%) Data-Driven Decision Making
13 6 (14.63%) Technical Leadership
Programming Languages
1 28 (68.29%) SQL
2 15 (36.59%) Python
3 3 (7.32%) PowerShell
4 2 (4.88%) T-SQL
5 1 (2.44%) Data Analysis Expressions
Qualifications
1 4 (9.76%) Microsoft Certification
2 2 (4.88%) Azure Certification
3 1 (2.44%) AWS Certification
3 1 (2.44%) Degree
3 1 (2.44%) Master's Degree
Quality Assurance & Compliance
1 9 (21.95%) Data Quality
2 3 (7.32%) GDPR
System Software
1 3 (7.32%) Docker
Vendors
1 30 (73.17%) Databricks
2 15 (36.59%) Microsoft
3 1 (2.44%) SAP