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 31 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
31 May 2024
Same period 2023 Same period 2022
Rank 331 428 509
Rank change year-on-year +97 +81 -82
Contract jobs citing Kimball Methodology 15 37 108
As % of all contract jobs with a WFH option 0.10% 0.15% 0.24%
As % of the Processes & Methodologies category 0.12% 0.17% 0.27%
Number of daily rates quoted 11 29 63
10th Percentile £463 £423 £411
25th Percentile £517 £450 £450
Median daily rate (50th Percentile) £575 £500 £525
Median % change year-on-year +15.00% -4.76% +14.13%
75th Percentile £656 £619 £619
90th Percentile £725 £696 £675
UK median daily rate £538 £550 £530
% change year-on-year -2.27% +3.77% +10.13%

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 12,810 21,655 40,201
As % of all contract jobs with a WFH option 87.61% 89.64% 91.01%
Number of daily rates quoted 8,641 15,361 29,229
10th Percentile £325 £363 £363
25th Percentile £425 £450 £438
Median daily rate (50th Percentile) £525 £543 £525
Median % change year-on-year -3.23% +3.33% +6.06%
75th Percentile £638 £650 £638
90th Percentile £750 £750 £725
UK median daily rate £525 £550 £538
% change year-on-year -4.55% +2.33% +7.50%
Number of hourly rates quoted 571 502 523
10th Percentile £14.88 £18.49 £14.30
25th Percentile £24.13 £25.80 £20.75
Median hourly rate £43.00 £52.50 £40.00
Median % change year-on-year -18.10% +31.25% +66.67%
75th Percentile £60.00 £67.50 £57.50
90th Percentile £75.00 £78.00 £70.00
UK median hourly rate £36.50 £36.54 £25.68
% change year-on-year -0.11% +42.29% +9.46%

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 31 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 (6.67%) Apache Spark
Business Applications
1 1 (6.67%) Dynamics CRM
Cloud Services
1 7 (46.67%) Azure
2 4 (26.67%) AWS
3 3 (20.00%) Azure Data Factory
3 3 (20.00%) Power Platform
4 2 (13.33%) Azure Logic Apps
4 2 (13.33%) GCP
4 2 (13.33%) Snowflake
5 1 (6.67%) Amazon Neptune
5 1 (6.67%) Amazon S3
5 1 (6.67%) AWS Lambda
5 1 (6.67%) AWS Step Functions
5 1 (6.67%) Azure Machine Learning
5 1 (6.67%) Azure Monitor
5 1 (6.67%) Azure Synapse Analytics
5 1 (6.67%) Serverless
Database & Business Intelligence
1 7 (46.67%) Data Warehouse
2 5 (33.33%) Star Schema
3 4 (26.67%) Big Data
4 3 (20.00%) Data Lake
4 3 (20.00%) Power BI
4 3 (20.00%) SQL Server Integration Services
5 2 (13.33%) Delta Lake
5 2 (13.33%) GIS
5 2 (13.33%) Parquet
5 2 (13.33%) Relational Database
5 2 (13.33%) SQL Server Analysis Services
5 2 (13.33%) SQL Server Reporting Services
6 1 (6.67%) Amazon Athena
6 1 (6.67%) Amazon Redshift
6 1 (6.67%) Azure SQL Database
6 1 (6.67%) NoSQL
6 1 (6.67%) Oracle Database
6 1 (6.67%) SAP BW
6 1 (6.67%) Spatial Data
6 1 (6.67%) Tableau
Development Applications
1 1 (6.67%) Deequ
1 1 (6.67%) JIRA
General
1 7 (46.67%) Social Skills
2 2 (13.33%) Marketing
3 1 (6.67%) Analytical Skills
3 1 (6.67%) Public Sector
3 1 (6.67%) Retail
Job Titles
1 5 (33.33%) Data Engineer
2 4 (26.67%) Architect
2 4 (26.67%) Data Architect
3 3 (20.00%) Business Intelligence Developer
3 3 (20.00%) Developer
4 2 (13.33%) AWS Architect
4 2 (13.33%) AWS Data Architect
4 2 (13.33%) Azure Data Engineer
4 2 (13.33%) Azure Engineer
4 2 (13.33%) Data Modeller
4 2 (13.33%) Data Warehouse Architect
5 1 (6.67%) Data Analytics Architect
5 1 (6.67%) Data Business Analyst
5 1 (6.67%) Lead
5 1 (6.67%) Lead Data Engineer
5 1 (6.67%) Python Data Engineer
5 1 (6.67%) Senior
5 1 (6.67%) Senior Architect
5 1 (6.67%) Snowflake Data Engineer
5 1 (6.67%) Snowflake Engineer
Libraries, Frameworks & Software Standards
1 3 (20.00%) PySpark
2 2 (13.33%) Apache Avro
2 2 (13.33%) JSON
2 2 (13.33%) JSON Schema
2 2 (13.33%) XML
3 1 (6.67%) ARM Templates
3 1 (6.67%) Great Expectations
3 1 (6.67%) pytest
3 1 (6.67%) YAML
Miscellaneous
1 2 (13.33%) Greenfield Project
2 1 (6.67%) Data Protection Act
2 1 (6.67%) Data Structures
2 1 (6.67%) Freedom of Information
2 1 (6.67%) Freedom of Information Act
2 1 (6.67%) IoT
2 1 (6.67%) Management Information System
2 1 (6.67%) Product Ownership
2 1 (6.67%) Reference Data
Processes & Methodologies
1 12 (80.00%) Data Modelling
2 8 (53.33%) Analytics
2 8 (53.33%) ETL
3 6 (40.00%) Business Intelligence
4 5 (33.33%) Agile
4 5 (33.33%) Stakeholder Management
5 4 (26.67%) CI/CD
6 3 (20.00%) Data Analysis
6 3 (20.00%) Physical Data Model
7 2 (13.33%) Batch Processing
7 2 (13.33%) Computer Science
7 2 (13.33%) Data Design
7 2 (13.33%) Data Engineering
7 2 (13.33%) Data Mapping
7 2 (13.33%) Data Migration
7 2 (13.33%) Dimensional Modelling
7 2 (13.33%) Machine Learning
7 2 (13.33%) Migration
7 2 (13.33%) Visualisation
8 1 (6.67%) Business Strategy
Programming Languages
1 10 (66.67%) SQL
2 3 (20.00%) Python
3 1 (6.67%) Data Analysis Expressions
3 1 (6.67%) PowerShell
3 1 (6.67%) Scala
3 1 (6.67%) Tcl
Qualifications
1 3 (20.00%) SC Cleared
1 3 (20.00%) Security Cleared
2 1 (6.67%) Degree
Quality Assurance & Compliance
1 7 (46.67%) Data Quality
Systems Management
1 1 (6.67%) Terraform
Vendors
1 5 (33.33%) Databricks
2 2 (13.33%) Microsoft
2 2 (13.33%) Oracle
3 1 (6.67%) Facebook
3 1 (6.67%) Informatica
3 1 (6.67%) Salesforce
3 1 (6.67%) SAP
3 1 (6.67%) Twitter