Kimball Methodology Jobs

The Kimball Lifecycle
UK

The following table provides summary statistics for permanent job vacancies with a requirement for Kimball Methodology skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Kimball Methodology over the 6 months to 9 June 2024 with a comparison to the same period in the previous 2 years.

6 months to
9 Jun 2024
Same period 2023 Same period 2022
Rank 795 780 967
Rank change year-on-year -15 +187 -182
Permanent jobs citing Kimball Methodology 127 165 322
As % of all permanent jobs advertised in the UK 0.12% 0.18% 0.19%
As % of the Processes & Methodologies category 0.14% 0.19% 0.20%
Number of salaries quoted 80 119 211
10th Percentile £47,500 £42,500 £37,908
25th Percentile £55,938 £50,000 £42,500
Median annual salary (50th Percentile) £67,500 £70,000 £55,000
Median % change year-on-year -3.57% +27.27% -
75th Percentile £90,000 £80,000 £72,631
90th Percentile £100,746 £85,000 £92,500
UK excluding London median annual salary £67,500 £50,000 £47,500
% change year-on-year +35.00% +5.26% -

All Process and Methodology Skills
UK

Kimball Methodology is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for process or methodology skills.

Permanent vacancies with a requirement for process or methodology skills 89,994 88,841 164,871
As % of all permanent jobs advertised in the UK 82.98% 95.43% 95.92%
Number of salaries quoted 62,089 53,798 83,455
10th Percentile £29,500 £33,848 £33,500
25th Percentile £40,000 £45,000 £43,750
Median annual salary (50th Percentile) £55,000 £60,800 £60,000
Median % change year-on-year -9.54% +1.33% +9.09%
75th Percentile £72,500 £81,250 £80,000
90th Percentile £92,500 £100,000 £96,250
UK excluding London median annual salary £50,000 £55,000 £52,500
% change year-on-year -9.09% +4.76% +9.38%

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 9 June 2024.

Salary histogram for Kimball Methodology in the UK

Kimball Methodology
Top 17 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 9 June 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
England -17 108 £67,500 -3.57% 28
UK excluding London -53 87 £67,500 +35.00% 10
Work from Home +50 57 £67,500 +3.85% 19
London +25 35 £73,750 -7.81% 17
South East -5 23 £67,500 +42.11% 2
North of England +23 21 £52,500 - 6
Midlands -27 17 £62,500 +25.00% 1
West Midlands -6 14 £62,500 +31.58%
North West -6 9 £90,000 +95.65% 4
Yorkshire +60 8 £50,000 +17.65% 2
South West -33 8 £87,500 +75.00% 1
Scotland -59 6 - -
Wales +17 5 £42,500 -34.62%
East of England -12 4 £61,250 +44.12%
North East -15 4 £62,000 -4.62%
East Midlands -33 3 - - 1
Northern Ireland - 3 - -

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 4 (3.15%) Confluence
1 4 (3.15%) SAS
2 1 (0.79%) Apache Airflow
2 1 (0.79%) SharePoint
Applications
1 1 (0.79%) Microsoft Excel
Cloud Services
1 107 (84.25%) Azure
2 80 (62.99%) Power Platform
3 45 (35.43%) AWS
4 38 (29.92%) Azure Data Factory
4 38 (29.92%) Azure Synapse Analytics
5 9 (7.09%) Serverless
6 7 (5.51%) Amazon S3
6 7 (5.51%) Snowflake
7 4 (3.15%) Azure DevOps
7 4 (3.15%) GCP
8 3 (2.36%) AWS Lambda
9 2 (1.57%) Azure Stack
9 2 (1.57%) dbt
9 2 (1.57%) SaaS
10 1 (0.79%) Amazon EMR
10 1 (0.79%) Amazon Kinesis
10 1 (0.79%) AWS Data Pipeline
10 1 (0.79%) Cloud Computing
Database & Business Intelligence
1 102 (80.31%) Data Warehouse
2 80 (62.99%) Power BI
3 46 (36.22%) Data Vault
4 39 (30.71%) Tableau
5 30 (23.62%) SQL Server
6 23 (18.11%) SQL Server Integration Services
7 18 (14.17%) Enterprise Data Warehouse
8 15 (11.81%) Data Lake
9 10 (7.87%) SQL Server Reporting Services
10 9 (7.09%) SQL Server Analysis Services
11 7 (5.51%) Semantic Layer
12 6 (4.72%) Relational Database
13 5 (3.94%) Metadata
14 4 (3.15%) Amazon Redshift
14 4 (3.15%) OLAP
15 3 (2.36%) Metadata Repository
15 3 (2.36%) Oracle OLAP
16 2 (1.57%) Azure SQL Database
16 2 (1.57%) BigQuery
16 2 (1.57%) Oracle Database
Development Applications
1 5 (3.94%) JIRA
2 4 (3.15%) ERwin
2 4 (3.15%) Visual Studio
3 1 (0.79%) Bitbucket
3 1 (0.79%) Git
3 1 (0.79%) Subversion
3 1 (0.79%) Team Foundation Server
General
1 37 (29.13%) Presentation Skills
2 22 (17.32%) Social Skills
3 20 (15.75%) Analytical Skills
3 20 (15.75%) Finance
4 14 (11.02%) Inclusion and Diversity
5 8 (6.30%) Legal
6 6 (4.72%) Law
7 3 (2.36%) Manufacturing
7 3 (2.36%) Marketing
8 2 (1.57%) Banking
9 1 (0.79%) Billing
9 1 (0.79%) Games
9 1 (0.79%) Influencing Skills
9 1 (0.79%) Investment Banking
9 1 (0.79%) Public Sector
9 1 (0.79%) Retail
Job Titles
1 40 (31.50%) Architect
1 40 (31.50%) Data Architect
2 37 (29.13%) Principal Architect
2 37 (29.13%) Principal Data Architect
3 28 (22.05%) Data Engineer
4 23 (18.11%) Senior
5 22 (17.32%) Data Manager
6 19 (14.96%) Engineering Manager
7 18 (14.17%) Business Intelligence Manager
7 18 (14.17%) Developer
8 13 (10.24%) Lead
9 11 (8.66%) Lead Data Engineer
10 8 (6.30%) Azure Data Engineer
10 8 (6.30%) Azure Engineer
10 8 (6.30%) Senior Developer
10 8 (6.30%) SQL Developer
11 7 (5.51%) ETL Developer
11 7 (5.51%) Power BI Engineer
11 7 (5.51%) SSIS Developer
12 4 (3.15%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 4 (3.15%) PySpark
1 4 (3.15%) XML
2 3 (2.36%) JSON
3 1 (0.79%) MDX
3 1 (0.79%) SOAP
Miscellaneous
1 5 (3.94%) Legacy Systems
2 3 (2.36%) Clustering
2 3 (2.36%) IoT
2 3 (2.36%) Management Information System
3 2 (1.57%) Driving Licence
4 1 (0.79%) Algorithms
4 1 (0.79%) Client/Server
4 1 (0.79%) e-Learning
4 1 (0.79%) Online Games
4 1 (0.79%) Product Ownership
4 1 (0.79%) Self-Motivation
Processes & Methodologies
1 105 (82.68%) Business Intelligence
2 79 (62.20%) Data Modelling
3 67 (52.76%) Analytics
4 64 (50.39%) ETL
5 58 (45.67%) Data Analysis
6 45 (35.43%) Problem-Solving
7 40 (31.50%) Data Engineering
7 40 (31.50%) DevOps
8 39 (30.71%) Data Architecture
9 37 (29.13%) Data Analytics
9 37 (29.13%) Data Science
9 37 (29.13%) TOGAF
10 36 (28.35%) Business Development
10 36 (28.35%) Cost Reduction
10 36 (28.35%) Target Operating Model
10 36 (28.35%) User Experience
10 36 (28.35%) Value Proposition
11 35 (27.56%) ETL Development
12 27 (21.26%) Data Pipeline
12 27 (21.26%) Visualisation
Programming Languages
1 61 (48.03%) SQL
2 20 (15.75%) T-SQL
3 9 (7.09%) Data Analysis Expressions
4 8 (6.30%) Python
5 1 (0.79%) C#
5 1 (0.79%) Java
Qualifications
1 19 (14.96%) DBS Check
2 2 (1.57%) MCP
2 2 (1.57%) Microsoft Certification
3 1 (0.79%) AWS Certification
3 1 (0.79%) AWS Certified Cloud Practitioner
3 1 (0.79%) AWS Certified Solutions Architect
3 1 (0.79%) SC Cleared
3 1 (0.79%) Security Cleared
3 1 (0.79%) TOGAF Certification
Quality Assurance & Compliance
1 16 (12.60%) Data Quality
2 1 (0.79%) GDPR
Systems Management
1 1 (0.79%) Control-M
Vendors
1 48 (37.80%) Microsoft
2 16 (12.60%) Databricks
3 6 (4.72%) Informatica
4 5 (3.94%) Oracle
4 5 (3.94%) SAP
5 4 (3.15%) IBM
5 4 (3.15%) Teradata
6 3 (2.36%) Google
7 2 (1.57%) Alteryx
8 1 (0.79%) BMC