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 28 April 2024 with a comparison to the same period in the previous 2 years.

6 months to
28 Apr 2024
Same period 2023 Same period 2022
Rank 542 620 647
Rank change year-on-year +78 +27 -97
Contract jobs citing Kimball Methodology 52 96 208
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% 0.26%
Number of daily rates quoted 37 73 125
10th Percentile £400 £444 £404
25th Percentile £425 £475 £463
Median daily rate (50th Percentile) £513 £538 £525
Median % change year-on-year -4.65% +2.38% +2.44%
75th Percentile £588 £638 £619
90th Percentile £744 £724 £694
UK excluding London median daily rate £475 £588 £525
% change year-on-year -19.15% +11.90% +16.67%
Number of hourly rates quoted 0 2 0
Median hourly rate - £51.25 -
UK excluding London median hourly rate - £50.00 -

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 37,383 53,667 80,409
As % of all contract IT jobs advertised in the UK 86.31% 89.90% 90.57%
Number of daily rates quoted 24,097 37,244 56,431
10th Percentile £300 £325 £340
25th Percentile £413 £438 £425
Median daily rate (50th Percentile) £525 £550 £525
Median % change year-on-year -4.55% +4.76% +8.25%
75th Percentile £638 £650 £638
90th Percentile £750 £750 £738
UK excluding London median daily rate £500 £500 £475
% change year-on-year - +5.26% +9.20%
Number of hourly rates quoted 2,426 1,746 1,925
10th Percentile £12.75 £11.00 £12.50
25th Percentile £16.00 £16.25 £15.25
Median hourly rate £35.00 £37.30 £25.00
Median % change year-on-year -6.17% +49.20% -
75th Percentile £59.44 £65.00 £49.25
90th Percentile £72.50 £75.00 £63.75
UK excluding London median hourly rate £36.05 £36.00 £20.00
% change year-on-year +0.13% +80.00% -8.51%

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 28 April 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 10 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 28 April 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 +79 49 £513 -4.65% 34
London +74 28 £550 +2.33% 25
UK excluding London +56 20 £475 -19.15% 10
Work from Home +104 14 £550 +10.00% 16
South West +22 8 £450 - 3
South East +21 7 £700 +27.27% 1
Midlands +24 3 £513 -21.15% 1
East Midlands +21 3 £513 -
Scotland +31 1 £525 -4.55%
East of England +8 1 £475 -5.00% 1

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 5 (9.62%) Apache Spark
2 3 (5.77%) Apache
3 1 (1.92%) Apache Airflow
Applications
1 1 (1.92%) Microsoft Office
1 1 (1.92%) MS Visio
Business Applications
1 2 (3.85%) Dynamics CRM
2 1 (1.92%) Oracle Utilities
Cloud Services
1 17 (32.69%) Azure
2 16 (30.77%) Power Platform
3 11 (21.15%) AWS
4 9 (17.31%) Azure Synapse Analytics
5 8 (15.38%) Snowflake
6 7 (13.46%) Azure Data Factory
7 3 (5.77%) Amazon Neptune
7 3 (5.77%) Amazon S3
7 3 (5.77%) AWS Lambda
7 3 (5.77%) AWS Step Functions
7 3 (5.77%) Azure Monitor
7 3 (5.77%) GCP
7 3 (5.77%) Serverless
8 2 (3.85%) Azure DevOps
8 2 (3.85%) PaaS
9 1 (1.92%) Amazon EventBridge
9 1 (1.92%) Amazon Kinesis
9 1 (1.92%) Azure Machine Learning
9 1 (1.92%) IaaS
9 1 (1.92%) OCI
Database & Business Intelligence
1 34 (65.38%) Data Warehouse
2 17 (32.69%) SQL Server
3 16 (30.77%) Power BI
4 14 (26.92%) Data Lake
4 14 (26.92%) Star Schema
5 13 (25.00%) SQL Server Integration Services
6 11 (21.15%) Big Data
7 7 (13.46%) BusinessObjects Business Intelligence
7 7 (13.46%) Geospatial Data
7 7 (13.46%) SQL Server Reporting Services
8 5 (9.62%) Azure SQL Database
8 5 (9.62%) Parquet
8 5 (9.62%) Relational Database
8 5 (9.62%) Snowflake Schema
8 5 (9.62%) SQL Server Analysis Services
9 4 (7.69%) NoSQL
9 4 (7.69%) Pentaho
9 4 (7.69%) Semantic Layer
10 3 (5.77%) Amazon Athena
10 3 (5.77%) Microsoft Analysis Services
Development Applications
1 7 (13.46%) ERwin
2 3 (5.77%) Deequ
2 3 (5.77%) JIRA
3 2 (3.85%) kappa
3 2 (3.85%) Zephyr
General
1 7 (13.46%) Social Skills
2 5 (9.62%) Analytical Skills
3 4 (7.69%) Public Sector
4 3 (5.77%) Publishing
4 3 (5.77%) Retail
5 2 (3.85%) Finance
5 2 (3.85%) Marketing
6 1 (1.92%) Banking
Job Titles
1 16 (30.77%) Data Engineer
2 12 (23.08%) Architect
3 11 (21.15%) Data Architect
3 11 (21.15%) Developer
4 6 (11.54%) Analyst
4 6 (11.54%) Business Analyst
4 6 (11.54%) Data Modeller
5 5 (9.62%) Business Intelligence Developer
5 5 (9.62%) Technical Analyst
5 5 (9.62%) Technical Business Analyst
6 4 (7.69%) Azure Engineer
6 4 (7.69%) Senior
6 4 (7.69%) Senior Architect
6 4 (7.69%) Senior Data Architect
7 3 (5.77%) Azure Data Engineer
7 3 (5.77%) Data Analytics Architect
7 3 (5.77%) Data Consultant
7 3 (5.77%) Lead
7 3 (5.77%) Lead Data Engineer
7 3 (5.77%) SQL Developer
Libraries, Frameworks & Software Standards
1 11 (21.15%) XML
2 8 (15.38%) PySpark
3 5 (9.62%) Apache Avro
3 5 (9.62%) JSON
4 4 (7.69%) JSON Schema
5 3 (5.77%) ARM Templates
5 3 (5.77%) Great Expectations
6 1 (1.92%) Kafka
6 1 (1.92%) Middleware
6 1 (1.92%) Oracle GoldenGate
6 1 (1.92%) pytest
6 1 (1.92%) SOAP
6 1 (1.92%) YAML
Miscellaneous
1 4 (7.69%) Data Protection Act
1 4 (7.69%) Data Structures
1 4 (7.69%) Freedom of Information
1 4 (7.69%) Freedom of Information Act
1 4 (7.69%) Management Information System
2 3 (5.77%) Virtual Team
3 2 (3.85%) Greenfield Project
4 1 (1.92%) IoT
4 1 (1.92%) Product Ownership
4 1 (1.92%) Reference Data
Operating Systems
1 1 (1.92%) Linux
1 1 (1.92%) VMS
Processes & Methodologies
1 32 (61.54%) Data Modelling
2 27 (51.92%) Business Intelligence
3 24 (46.15%) ETL
4 18 (34.62%) Agile
5 17 (32.69%) Analytics
6 13 (25.00%) Data Analysis
6 13 (25.00%) Dimensional Modelling
7 12 (23.08%) Scrum
8 11 (21.15%) Data Engineering
8 11 (21.15%) Migration
9 10 (19.23%) Data Integration
10 9 (17.31%) Inmon Methodology
10 9 (17.31%) Kanban
11 8 (15.38%) Project Management
12 7 (13.46%) Data Design
13 5 (9.62%) CI/CD
13 5 (9.62%) Computer Science
13 5 (9.62%) Master Data Management
13 5 (9.62%) Physical Data Model
13 5 (9.62%) Requirements Gathering
Programming Languages
1 34 (65.38%) SQL
2 15 (28.85%) Python
3 8 (15.38%) PL/SQL
4 7 (13.46%) Scala
4 7 (13.46%) XPath
4 7 (13.46%) XQuery
5 5 (9.62%) T-SQL
6 4 (7.69%) Java
7 3 (5.77%) C#
8 2 (3.85%) Data Analysis Expressions
9 1 (1.92%) Gremlin
9 1 (1.92%) Jython
9 1 (1.92%) Shell Script
9 1 (1.92%) Tcl
Qualifications
1 12 (23.08%) Security Cleared
2 5 (9.62%) SC Cleared
3 4 (7.69%) Degree
Quality Assurance & Compliance
1 13 (25.00%) Data Quality
Systems Management
1 1 (1.92%) Control-M
1 1 (1.92%) Ganglia
1 1 (1.92%) Terraform
Vendors
1 14 (26.92%) Databricks
1 14 (26.92%) Oracle
2 10 (19.23%) Informatica
2 10 (19.23%) SAP
3 6 (11.54%) Microsoft
4 4 (7.69%) Talend
5 1 (1.92%) BMC
5 1 (1.92%) Facebook
5 1 (1.92%) JDA
5 1 (1.92%) Twitter