Kimball Methodology Contracts in England

The Kimball Lifecycle
UK > England

The table below provides summary statistics for contract job vacancies advertised in England 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 31 October 2024, comparing them to the same period in the previous two years.

6 months to
31 Oct 2024
Same period 2023 Same period 2022
Rank 468 523 635
Rank change year-on-year +55 +112 -27
Contract jobs citing Kimball Methodology 46 66 129
As % of all contract jobs advertised in England 0.15% 0.16% 0.19%
As % of the Processes & Methodologies category 0.17% 0.19% 0.21%
Number of daily rates quoted 30 52 97
10th Percentile £411 £414 £420
25th Percentile £456 £475 £454
Median daily rate (50th Percentile) £538 £531 £525
Median % change year-on-year +1.18% +1.19% +5.00%
75th Percentile £597 £600 £675
90th Percentile £641 £641 £775
UK median daily rate £550 £545 £525
% change year-on-year +0.92% +3.81% +5.00%
Number of hourly rates quoted 0 0 1
Median hourly rate - - £45.00
UK median hourly rate - - £45.00
% change year-on-year - - -24.84%

All Process and 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 contract job vacancies requiring process or methodology skills in England.

Contract vacancies with a requirement for process or methodology skills 26,975 35,624 61,385
As % of all contract IT jobs advertised in England 86.59% 88.74% 90.59%
Number of daily rates quoted 16,463 24,518 43,144
10th Percentile £313 £313 £339
25th Percentile £419 £425 £450
Median daily rate (50th Percentile) £525 £550 £550
Median % change year-on-year -4.55% - +4.76%
75th Percentile £638 £650 £663
90th Percentile £750 £750 £756
UK median daily rate £525 £538 £550
% change year-on-year -2.33% -2.27% +7.32%
Number of hourly rates quoted 984 1,490 1,588
10th Percentile £15.00 £14.25 £13.41
25th Percentile £20.00 £19.06 £17.25
Median hourly rate £39.50 £44.50 £35.00
Median % change year-on-year -11.24% +27.14% +70.73%
75th Percentile £65.25 £65.00 £65.00
90th Percentile £74.48 £77.50 £73.75
UK median hourly rate £36.00 £43.86 £35.00
% change year-on-year -17.92% +25.31% +66.67%

Kimball Methodology
Job Vacancy Trend in England

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

Job vacancy trend for Kimball Methodology in England

Kimball Methodology
Contractor Daily Rate Trend in England

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

Daily rate trend for Kimball Methodology in England

Kimball Methodology
Daily Rate Histogram in England

Daily rate distribution for jobs citing Kimball Methodology in England over the 6 months to 31 October 2024.

Daily rate histogram for Kimball Methodology in England

Kimball Methodology
Contractor Hourly Rate Trend in England

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

Hourly rate trend for Kimball Methodology in England

Kimball Methodology
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 Kimball Methodology within the England region over the 6 months to 31 October 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 +39 40 £538 -1.38% 12
South East +41 5 £388 -22.50% 1
North of England +27 1 £650 +52.94% 3
North West +24 1 £650 +67.74% 2
Kimball Methodology
UK

Kimball Methodology
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 19 (41.30%) Apache Spark
2 4 (8.70%) Apache
Applications
1 1 (2.17%) Microsoft Excel
1 1 (2.17%) Microsoft Office
1 1 (2.17%) Spreadsheet
Business Applications
1 1 (2.17%) Cognos Business Intelligence
1 1 (2.17%) Workday HCM
Cloud Services
1 31 (67.39%) Azure
2 23 (50.00%) Azure Synapse Analytics
3 10 (21.74%) Azure Data Factory
3 10 (21.74%) Power Platform
4 6 (13.04%) dbt
5 4 (8.70%) AWS
5 4 (8.70%) Azure Monitor
5 4 (8.70%) GitHub
5 4 (8.70%) GitHub Actions
6 2 (4.35%) Azure Logic Apps
6 2 (4.35%) Fivetran
7 1 (2.17%) Azure API Management
7 1 (2.17%) Azure DevOps
7 1 (2.17%) Azure Functions
7 1 (2.17%) Blackbaud
7 1 (2.17%) Collibra
7 1 (2.17%) Microsoft 365
7 1 (2.17%) Microsoft Purview
7 1 (2.17%) Serverless
Communications & Networking
1 1 (2.17%) HTTPS
Database & Business Intelligence
1 27 (58.70%) Data Lake
2 25 (54.35%) Data Warehouse
3 22 (47.83%) SQL Server
4 20 (43.48%) Azure SQL Database
5 19 (41.30%) Star Schema
6 16 (34.78%) Spark SQL
7 15 (32.61%) Big Data
8 10 (21.74%) Power BI
9 6 (13.04%) Power Query
10 5 (10.87%) Delta Lake
11 4 (8.70%) Metadata
12 3 (6.52%) Data Vault
12 3 (6.52%) NoSQL
12 3 (6.52%) Parquet
13 2 (4.35%) Enterprise Data Warehouse
13 2 (4.35%) Hadoop
13 2 (4.35%) Relational Database
13 2 (4.35%) Snowflake Schema
14 1 (2.17%) Microsoft Analysis Services
14 1 (2.17%) OLTP
Development Applications
1 4 (8.70%) ERwin
2 3 (6.52%) Deequ
2 3 (6.52%) Git
General
1 17 (36.96%) Public Sector
2 8 (17.39%) Social Skills
3 3 (6.52%) Banking
3 3 (6.52%) Finance
4 2 (4.35%) Analytical Skills
5 1 (2.17%) Games
5 1 (2.17%) Local Government
Job Titles
1 21 (45.65%) Developer
2 13 (28.26%) Analytics Developer
2 13 (28.26%) Data Engineer
3 12 (26.09%) Senior
4 7 (15.22%) Data Modeller
4 7 (15.22%) Senior Developer
5 6 (13.04%) Business Intelligence Developer
5 6 (13.04%) Power BI Developer
6 5 (10.87%) Senior Data Engineer
7 4 (8.70%) Lead
8 3 (6.52%) Analyst
8 3 (6.52%) Architect
8 3 (6.52%) Data Analyst
8 3 (6.52%) Data Architect
9 2 (4.35%) Azure Data Architect
9 2 (4.35%) Azure Data Engineer
9 2 (4.35%) Business Analyst
9 2 (4.35%) Data Business Analyst
9 2 (4.35%) ETL Developer
9 2 (4.35%) Lead Data Engineer
Libraries, Frameworks & Software Standards
1 25 (54.35%) PySpark
2 6 (13.04%) JSON
3 4 (8.70%) Jinja
4 3 (6.52%) Apache Avro
4 3 (6.52%) Great Expectations
5 2 (4.35%) pytest
5 2 (4.35%) XML
6 1 (2.17%) ARM Templates
6 1 (2.17%) JSON Schema
Miscellaneous
1 13 (28.26%) Data Protection Act
2 12 (26.09%) Freedom of Information
2 12 (26.09%) Freedom of Information Act
3 2 (4.35%) Data Structures
3 2 (4.35%) Low-Code
3 2 (4.35%) Management Information System
3 2 (4.35%) Product Ownership
4 1 (2.17%) Mainframe
Processes & Methodologies
1 33 (71.74%) Analytics
2 26 (56.52%) Business Intelligence
3 25 (54.35%) Data Modelling
4 23 (50.00%) ETL
5 21 (45.65%) Agile
6 20 (43.48%) Inmon Methodology
7 19 (41.30%) Scrum
8 14 (30.43%) Data Encryption
8 14 (30.43%) Data Protection
9 12 (26.09%) CI/CD
10 11 (23.91%) Dimensional Modelling
11 9 (19.57%) Data Pipeline
12 8 (17.39%) Artificial Intelligence
12 8 (17.39%) Dashboard Development
13 5 (10.87%) Data Analysis
13 5 (10.87%) Data Design
13 5 (10.87%) Data Visualisation
13 5 (10.87%) Migration
13 5 (10.87%) Visualisation
14 4 (8.70%) Log Analytics
Programming Languages
1 42 (91.30%) SQL
2 13 (28.26%) Python
3 5 (10.87%) Data Analysis Expressions
4 3 (6.52%) PowerShell
4 3 (6.52%) Scala
4 3 (6.52%) T-SQL
5 1 (2.17%) Bicep
5 1 (2.17%) Java
5 1 (2.17%) R
Qualifications
1 3 (6.52%) Degree
2 1 (2.17%) Computer Science Degree
2 1 (2.17%) SC Cleared
2 1 (2.17%) Security Cleared
Quality Assurance & Compliance
1 10 (21.74%) Data Quality
2 2 (4.35%) GDPR
Systems Management
1 3 (6.52%) Terraform
Vendors
1 23 (50.00%) Databricks
2 3 (6.52%) Microsoft
3 1 (2.17%) Cognos
3 1 (2.17%) Oracle
3 1 (2.17%) Salesforce
3 1 (2.17%) Workday