Kimball Methodology Contracts

The Kimball Lifecycle
UK

The following table provides summary statistics for contract job vacancies with a requirement for Kimball Methodology skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Kimball Methodology over the 6 months to 27 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
27 May 2024
Same period 2023 Same period 2022
Rank 533 615 659
Rank change year-on-year +82 +44 -103
Contract jobs citing Kimball Methodology 53 92 199
As % of all contract jobs advertised in the UK 0.12% 0.16% 0.23%
As % of the Processes & Methodologies category 0.14% 0.18% 0.25%
Number of daily rates quoted 36 72 124
10th Percentile £400 £444 £413
25th Percentile £425 £475 £463
Median daily rate (50th Percentile) £538 £544 £529
Median % change year-on-year -1.15% +2.74% +9.97%
75th Percentile £628 £623 £675
90th Percentile £744 £700 £725
UK excluding London median daily rate £463 £600 £525
% change year-on-year -22.92% +14.29% +16.67%
Number of hourly rates quoted 0 2 1
Median hourly rate - £51.25 £45.00
Median % change year-on-year - +13.89% -
UK excluding London median hourly rate - £50.00 £45.00
% change year-on-year - +11.11% -

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 contract job vacancies with a requirement for process or methodology skills.

Contract vacancies with a requirement for process or methodology skills 36,645 50,890 79,933
As % of all contract IT jobs advertised in the UK 85.73% 89.71% 90.60%
Number of daily rates quoted 23,625 35,239 56,102
10th Percentile £300 £325 £344
25th Percentile £413 £438 £431
Median daily rate (50th Percentile) £525 £550 £538
Median % change year-on-year -4.55% +2.33% +7.69%
75th Percentile £638 £650 £640
90th Percentile £750 £750 £738
UK excluding London median daily rate £500 £500 £485
% change year-on-year - +3.09% +8.99%
Number of hourly rates quoted 2,484 1,674 1,897
10th Percentile £12.75 £10.63 £12.50
25th Percentile £16.00 £15.75 £15.50
Median hourly rate £36.02 £36.40 £25.68
Median % change year-on-year -1.02% +41.73% +9.28%
75th Percentile £60.00 £65.00 £49.50
90th Percentile £72.50 £75.00 £65.00
UK excluding London median hourly rate £37.75 £35.00 £20.00
% change year-on-year +7.86% +75.00% -4.99%

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 27 May 2024.

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 27 May 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
England +68 50 £550 +1.15% 33
London +72 33 £575 +6.98% 24
UK excluding London +33 17 £463 -22.92% 14
Work from Home +98 15 £575 +15.00% 15
South West +15 8 £450 - 1
South East +17 7 £700 +27.27% 5
Scotland +36 1 £525 -4.55%
North of England +24 1 £650 - 4
North West +24 1 £650 - 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 8 (15.09%) Apache Spark
2 6 (11.32%) Apache
3 1 (1.89%) Apache Airflow
Business Applications
1 2 (3.77%) Dynamics CRM
2 1 (1.89%) Workday HCM
Cloud Services
1 22 (41.51%) Azure
2 16 (30.19%) Power Platform
3 12 (22.64%) Azure Data Factory
3 12 (22.64%) Azure Synapse Analytics
4 7 (13.21%) AWS
5 4 (7.55%) Azure Monitor
5 4 (7.55%) Snowflake
6 3 (5.66%) Amazon Neptune
6 3 (5.66%) Amazon S3
6 3 (5.66%) AWS Lambda
6 3 (5.66%) AWS Step Functions
6 3 (5.66%) Azure Logic Apps
6 3 (5.66%) GCP
6 3 (5.66%) Serverless
7 2 (3.77%) Azure DevOps
8 1 (1.89%) Amazon Kinesis
8 1 (1.89%) Azure Machine Learning
8 1 (1.89%) Dynamics 365
8 1 (1.89%) IaaS
8 1 (1.89%) PowerApps
Database & Business Intelligence
1 31 (58.49%) Data Warehouse
2 16 (30.19%) Power BI
2 16 (30.19%) SQL Server
2 16 (30.19%) Star Schema
3 15 (28.30%) Data Lake
4 13 (24.53%) SQL Server Integration Services
5 11 (20.75%) Big Data
6 8 (15.09%) Azure SQL Database
7 7 (13.21%) BusinessObjects Business Intelligence
7 7 (13.21%) Geospatial Data
7 7 (13.21%) NoSQL
7 7 (13.21%) Parquet
7 7 (13.21%) Snowflake Schema
7 7 (13.21%) SQL Server Reporting Services
8 6 (11.32%) Relational Database
9 5 (9.43%) SQL Server Analysis Services
10 3 (5.66%) Amazon Athena
10 3 (5.66%) Amazon Redshift
10 3 (5.66%) Microsoft Analysis Services
10 3 (5.66%) Tableau
Development Applications
1 7 (13.21%) ERwin
2 4 (7.55%) Deequ
3 3 (5.66%) JIRA
4 2 (3.77%) kappa
4 2 (3.77%) Zephyr
5 1 (1.89%) Git
General
1 11 (20.75%) Social Skills
2 4 (7.55%) Public Sector
3 3 (5.66%) Publishing
3 3 (5.66%) Retail
4 2 (3.77%) Analytical Skills
4 2 (3.77%) Finance
4 2 (3.77%) Marketing
5 1 (1.89%) Banking
Job Titles
1 16 (30.19%) Data Engineer
2 12 (22.64%) Architect
3 11 (20.75%) Data Architect
4 10 (18.87%) Developer
5 8 (15.09%) Data Modeller
6 7 (13.21%) Analyst
6 7 (13.21%) Azure Engineer
6 7 (13.21%) Business Analyst
7 6 (11.32%) Azure Data Engineer
7 6 (11.32%) Technical Analyst
7 6 (11.32%) Technical Business Analyst
8 5 (9.43%) Business Intelligence Developer
9 4 (7.55%) Senior
9 4 (7.55%) Senior Architect
9 4 (7.55%) Senior Data Architect
10 3 (5.66%) Data Analytics Architect
10 3 (5.66%) ETL Developer
10 3 (5.66%) Lead
10 3 (5.66%) Lead Data Engineer
10 3 (5.66%) SQL Developer
Libraries, Frameworks & Software Standards
1 14 (26.42%) PySpark
2 10 (18.87%) XML
3 7 (13.21%) Apache Avro
4 5 (9.43%) JSON
4 5 (9.43%) JSON Schema
5 4 (7.55%) ARM Templates
5 4 (7.55%) Great Expectations
6 3 (5.66%) pytest
7 1 (1.89%) Kafka
7 1 (1.89%) Middleware
7 1 (1.89%) SOAP
7 1 (1.89%) YAML
Miscellaneous
1 4 (7.55%) Data Protection Act
1 4 (7.55%) Freedom of Information
1 4 (7.55%) Freedom of Information Act
1 4 (7.55%) Management Information System
2 3 (5.66%) Data Structures
2 3 (5.66%) Virtual Team
3 2 (3.77%) Greenfield Project
4 1 (1.89%) IoT
4 1 (1.89%) Product Ownership
4 1 (1.89%) Reference Data
Operating Systems
1 1 (1.89%) VMS
Processes & Methodologies
1 39 (73.58%) Data Modelling
2 22 (41.51%) Business Intelligence
3 21 (39.62%) Agile
3 21 (39.62%) Analytics
4 18 (33.96%) ETL
5 15 (28.30%) Scrum
6 13 (24.53%) Migration
7 11 (20.75%) Data Analysis
7 11 (20.75%) Dimensional Modelling
8 9 (16.98%) CI/CD
8 9 (16.98%) Data Design
8 9 (16.98%) Inmon Methodology
8 9 (16.98%) Kanban
9 7 (13.21%) Data Migration
9 7 (13.21%) Data Pipeline
9 7 (13.21%) Physical Data Model
9 7 (13.21%) Project Management
10 6 (11.32%) Data Integration
10 6 (11.32%) Data Mapping
10 6 (11.32%) Stakeholder Management
Programming Languages
1 36 (67.92%) SQL
2 17 (32.08%) Python
3 8 (15.09%) T-SQL
4 7 (13.21%) PL/SQL
4 7 (13.21%) Scala
4 7 (13.21%) XPath
4 7 (13.21%) XQuery
5 3 (5.66%) C#
6 2 (3.77%) Data Analysis Expressions
6 2 (3.77%) Java
6 2 (3.77%) PowerShell
7 1 (1.89%) Gremlin
7 1 (1.89%) Tcl
Qualifications
1 12 (22.64%) Security Cleared
2 5 (9.43%) Degree
2 5 (9.43%) SC Cleared
Quality Assurance & Compliance
1 19 (35.85%) Data Quality
Systems Management
1 3 (5.66%) Terraform
2 1 (1.89%) Control-M
2 1 (1.89%) Ganglia
Vendors
1 19 (35.85%) Databricks
2 12 (22.64%) Oracle
3 8 (15.09%) SAP
4 6 (11.32%) Informatica
5 5 (9.43%) Microsoft
6 1 (1.89%) BMC
6 1 (1.89%) Facebook
6 1 (1.89%) Salesforce
6 1 (1.89%) Twitter
6 1 (1.89%) Workday