Kimball Methodology Contracts with Work from Home Options

The Kimball Lifecycle
UK > Work from Home

The table below provides summary statistics for contract job vacancies with an option to work from home (WFH) and 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 5 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
5 May 2024
Same period 2023 Same period 2022
Rank 334 439 508
Rank change year-on-year +105 +69 -82
Contract jobs citing Kimball Methodology 14 37 114
As % of all contract jobs with a WFH option 0.092% 0.14% 0.26%
As % of the Processes & Methodologies category 0.11% 0.16% 0.28%
Number of daily rates quoted 10 29 67
10th Percentile £459 £423 £406
25th Percentile £507 £450 £453
Median daily rate (50th Percentile) £550 £500 £525
Median % change year-on-year +10.00% -4.76% +14.82%
75th Percentile £691 £575 £600
90th Percentile £728 £696 £675
UK median daily rate £513 £538 £525
% change year-on-year -4.65% +2.38% +5.00%

All Process and Methodology Skills
Work from Home

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 WFH option and a requirement for process or methodology skills.

Contract vacancies with a requirement for process or methodology skills 13,319 22,924 40,623
As % of all contract jobs with a WFH option 87.90% 89.76% 91.11%
Number of daily rates quoted 8,917 16,193 29,494
10th Percentile £325 £363 £362
25th Percentile £425 £450 £431
Median daily rate (50th Percentile) £525 £540 £525
Median % change year-on-year -2.78% +2.86% +8.25%
75th Percentile £638 £650 £630
90th Percentile £750 £750 £725
UK median daily rate £525 £550 £530
% change year-on-year -4.55% +3.77% +8.72%
Number of hourly rates quoted 575 527 541
10th Percentile £15.17 £18.67 £13.75
25th Percentile £24.63 £30.00 £20.00
Median hourly rate £42.50 £55.00 £35.00
Median % change year-on-year -22.73% +57.14% +40.00%
75th Percentile £60.00 £68.75 £55.25
90th Percentile £75.15 £80.25 £67.50
UK median hourly rate £35.95 £35.80 £25.00
% change year-on-year +0.42% +43.20% +2.04%

Kimball Methodology
Trend for Jobs with a WFH Option

Job vacancies with a work from home option citing Kimball Methodology as a proportion of all IT jobs advertised.

Kimball Methodology trend for jobs with a WFH option

Kimball Methodology
Daily Rate Trend for Jobs with a WFH Option

3-month moving average daily rate quoted in job vacancies with a work from home option citing Kimball Methodology.

Kimball Methodology daily rate for jobs with a WFH option

Kimball Methodology
Daily Rate Histogram for Jobs with a WFH Option

Daily rate distribution for jobs with a work from home option citing Kimball Methodology over the 6 months to 5 May 2024.

Kimball Methodology daily rate histogram for jobs with a WFH option

Kimball Methodology
Co-occurring Skills and Capabilities with WFH Options 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 1 (7.14%) Apache Spark
Business Applications
1 1 (7.14%) Dynamics CRM
Cloud Services
1 6 (42.86%) Azure
2 5 (35.71%) AWS
3 3 (21.43%) Power Platform
3 3 (21.43%) Snowflake
4 2 (14.29%) Azure Data Factory
4 2 (14.29%) GCP
5 1 (7.14%) Amazon Neptune
5 1 (7.14%) Amazon S3
5 1 (7.14%) AWS Lambda
5 1 (7.14%) AWS Step Functions
5 1 (7.14%) Azure Logic Apps
5 1 (7.14%) Azure Machine Learning
5 1 (7.14%) Azure Monitor
5 1 (7.14%) Azure Synapse Analytics
5 1 (7.14%) Serverless
Database & Business Intelligence
1 8 (57.14%) Data Warehouse
2 4 (28.57%) Big Data
2 4 (28.57%) Star Schema
3 3 (21.43%) Data Lake
3 3 (21.43%) Power BI
3 3 (21.43%) SQL Server Integration Services
4 2 (14.29%) GIS
4 2 (14.29%) Parquet
4 2 (14.29%) Relational Database
4 2 (14.29%) SQL Server Analysis Services
4 2 (14.29%) SQL Server Reporting Services
5 1 (7.14%) Amazon Athena
5 1 (7.14%) Amazon Redshift
5 1 (7.14%) Azure SQL Database
5 1 (7.14%) Data Vault
5 1 (7.14%) NoSQL
5 1 (7.14%) Oracle Database
5 1 (7.14%) Semantic Layer
5 1 (7.14%) Spatial Data
5 1 (7.14%) Tableau
Development Applications
1 1 (7.14%) Deequ
1 1 (7.14%) JIRA
General
1 5 (35.71%) Social Skills
2 2 (14.29%) Analytical Skills
2 2 (14.29%) Marketing
3 1 (7.14%) Public Sector
3 1 (7.14%) Retail
Job Titles
1 5 (35.71%) Data Engineer
2 4 (28.57%) Architect
2 4 (28.57%) Data Architect
3 3 (21.43%) Business Intelligence Developer
3 3 (21.43%) Developer
4 2 (14.29%) AWS Architect
4 2 (14.29%) AWS Data Architect
4 2 (14.29%) Azure Data Engineer
4 2 (14.29%) Azure Engineer
4 2 (14.29%) Data Warehouse Architect
5 1 (7.14%) Data Analytics Architect
5 1 (7.14%) Data Business Analyst
5 1 (7.14%) Lead
5 1 (7.14%) Lead Data Engineer
5 1 (7.14%) Oracle BI Developer
5 1 (7.14%) Power BI Developer
5 1 (7.14%) Python Data Engineer
5 1 (7.14%) Senior
5 1 (7.14%) Senior Architect
5 1 (7.14%) Snowflake Data Engineer
Libraries, Frameworks & Software Standards
1 2 (14.29%) Apache Avro
1 2 (14.29%) JSON
1 2 (14.29%) JSON Schema
1 2 (14.29%) PySpark
1 2 (14.29%) XML
2 1 (7.14%) ARM Templates
2 1 (7.14%) Great Expectations
2 1 (7.14%) YAML
Miscellaneous
1 2 (14.29%) Greenfield Project
2 1 (7.14%) Data Protection Act
2 1 (7.14%) Data Structures
2 1 (7.14%) Freedom of Information
2 1 (7.14%) Freedom of Information Act
2 1 (7.14%) IoT
2 1 (7.14%) Management Information System
2 1 (7.14%) Product Ownership
2 1 (7.14%) Reference Data
Processes & Methodologies
1 10 (71.43%) Data Modelling
2 9 (64.29%) ETL
3 7 (50.00%) Analytics
3 7 (50.00%) Business Intelligence
4 5 (35.71%) Agile
5 4 (28.57%) Stakeholder Management
6 3 (21.43%) CI/CD
6 3 (21.43%) Data Analysis
6 3 (21.43%) Data Engineering
7 2 (14.29%) Batch Processing
7 2 (14.29%) Computer Science
7 2 (14.29%) Data Migration
7 2 (14.29%) Dimensional Modelling
7 2 (14.29%) Machine Learning
7 2 (14.29%) Migration
7 2 (14.29%) Physical Data Model
7 2 (14.29%) Visualisation
8 1 (7.14%) CRM
8 1 (7.14%) Data Protection
8 1 (7.14%) Scrum
Programming Languages
1 9 (64.29%) SQL
2 3 (21.43%) Python
3 2 (14.29%) Scala
4 1 (7.14%) Data Analysis Expressions
4 1 (7.14%) Java
4 1 (7.14%) Tcl
Qualifications
1 3 (21.43%) SC Cleared
1 3 (21.43%) Security Cleared
2 1 (7.14%) Degree
Quality Assurance & Compliance
1 6 (42.86%) Data Quality
Vendors
1 4 (28.57%) Databricks
2 2 (14.29%) Informatica
2 2 (14.29%) Microsoft
2 2 (14.29%) Oracle
3 1 (7.14%) Facebook
3 1 (7.14%) SAP
3 1 (7.14%) Talend
3 1 (7.14%) Twitter